United States v. Rex A. Hopper ( 2019 )


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  •                                In the
    United States Court of Appeals
    For the Seventh Circuit
    ____________________
    No. 18-2576
    UNITED STATES OF AMERICA,
    Plaintiff-Appellee,
    v.
    REX A. HOPPER,
    Defendant-Appellant.
    ____________________
    Appeal from the United States District Court for the
    Southern District of Illinois.
    No. 4:17-cr-40034-JPG-1 — J. Phil Gilbert, Judge.
    ____________________
    ARGUED APRIL 4, 2019 — DECIDED AUGUST 20, 2019
    ____________________
    Before RIPPLE, HAMILTON, and ST. EVE, Circuit Judges.
    RIPPLE, Circuit Judge. In June 2017, a federal grand jury
    indicted Rex Hopper on one count of conspiracy to distrib-
    ute methamphetamine, in violation of 21 U.S.C. §§ 841(a)(1),
    841(b)(1)(B), 846 and 18 U.S.C. § 2. Mr. Hopper was part of a
    community of methamphetamine users and sellers in south-
    ern Illinois. Several of these individuals signed proffer letters
    with the Government, agreeing to provide testimony against
    Mr. Hopper in exchange for leniency. Most of these witness-
    2                                                                 No. 18-2576
    es subsequently entered plea agreements.1 Mr. Hopper,
    however, pleaded not guilty to the single count in the in-
    dictment and proceeded to trial before a jury in late Febru-
    ary 2018.
    Over the course of three days, the Government presented
    the testimony of approximately twenty witnesses against
    Mr. Hopper. The district court denied Mr. Hopper’s motion
    for disclosure of the proffer letters given to these witnesses.
    Following deliberations, the jury found Mr. Hopper guilty of
    conspiracy to distribute methamphetamine, as charged in
    the indictment, and returned a special verdict form finding
    that the conspiracy involved an amount of 50 grams or more.
    Based on interviews with other participants in the con-
    spiracy, the probation office determined that Mr. Hopper’s
    relevant conduct involved 1.968 kilograms of ice metham-
    phetamine. This drug amount corresponded to a base of-
    fense level of 36. At sentencing, the district court determined
    that Mr. Hopper was subject to a two-level sentence en-
    hancement for maintaining a residence for the purpose of
    distributing methamphetamine. Based on a total offense lev-
    el of 38 and a criminal history category of I, the court calcu-
    lated a guidelines imprisonment range of 235 to 293 months.
    The district court sentenced Mr. Hopper at the bottom of the
    guidelines range to 235 months’ imprisonment, followed by
    four years of supervised release.2
    1One witness entered an “open” guilty plea, for which there was no
    written plea agreement.
    2   The district court had jurisdiction under 18 U.S.C. § 3231.
    No. 18-2576                                                       3
    Mr. Hopper now challenges both his conviction and his
    sentence. First, we conclude that the Government presented
    sufficient evidence to prove that Mr. Hopper engaged in a
    conspiracy to distribute methamphetamine in southern Illi-
    nois, and that there was no material variance between the
    conspiracy charged in the indictment and the Government’s
    proof at trial. Second, the district court did not err when it
    denied Mr. Hopper’s motion for disclosure of the cooperat-
    ing witnesses’ proffer letters. Third, the district court proper-
    ly concluded that Mr. Hopper was subject to a two-level sen-
    tence enhancement for maintaining his Creal Springs resi-
    dence for the purpose of distributing methamphetamine.
    However, we conclude that the district court plainly erred
    when it calculated Mr. Hopper’s relevant conduct and corre-
    sponding guidelines range. In context, it is clear that, in their
    separate interviews, Lucas Holland and Randall Riley were
    describing the same transactions. By including the amounts
    described by both Holland and Riley in the calculation of
    Mr. Hopper’s relevant conduct, the presentence report
    (“PSR”), adopted by the district court, erroneously dou-
    ble-counted those drug quantities.
    For the foregoing reasons, we affirm Mr. Hopper’s con-
    viction for conspiracy to distribute methamphetamine. We
    also affirm the district court’s determination that he was
    subject to a sentence enhancement for maintaining a drug
    premises. Because the court plainly erred in calculating his
    relevant conduct, however, we vacate Mr. Hopper’s sentence
    and remand his case to the district court for resentencing.3
    3We have jurisdiction over this appeal under 28 U.S.C. § 1291 and 18
    U.S.C. § 3742.
    4                                                  No. 18-2576
    I.
    BACKGROUND
    A.
    In April 2017, law enforcement officers executed a search
    warrant at Mr. Hopper’s residence. They sought to recover
    items involved in a burglary. Officers observed drug para-
    phernalia and methamphetamine in plain view. According-
    ly, the officers obtained and executed a second search war-
    rant for the residence. Upon finding additional drug para-
    phernalia and methamphetamine in his home, officers took
    Mr. Hopper into custody. A federal grand jury later returned
    an indictment charging Mr. Hopper with one count of con-
    spiracy to distribute methamphetamine, in violation of 18
    U.S.C. §§ 841(a)(1), 841(b)(1)(B), and 846 and 18 U.S.C. § 2, in
    the Southern District of Illinois.
    B.
    Mr. Hopper was part of a community of methampheta-
    mine users and sellers in southern Illinois. Around the time
    of his indictment, the Government also charged other mem-
    bers of this group with conspiracy to distribute metham-
    phetamine. Several of these individuals received proffer let-
    ters from the Government and subsequently agreed to pro-
    vide testimony against Mr. Hopper in exchange for leniency.
    Most of these witnesses later entered plea agreements.
    Mr. Hopper, however, pleaded not guilty to the single count
    in the indictment and proceeded to trial before a jury in late
    February 2018.
    Before the trial began, counsel for Mr. Hopper renewed a
    previous motion for disclosure of the proffer letters given to
    the witnesses who would testify against Mr. Hopper. Refer-
    No. 18-2576                                                  5
    encing our decision in United States v. Weidenburner, 550
    F. App’x 298 (7th Cir. 2013) (unpublished), counsel recog-
    nized that “[t]he Seventh Circuit has ruled that” proffer let-
    ters “are not materials that have to be provided.”4 Neverthe-
    less, counsel wanted “the record to be clear” that he thought
    he “ought to be provided a copy” of the proffer letters.5
    Counsel for Mr. Hopper explained that the proffer letter
    “is an agreement that sets forth the ground rules” for what
    testimony “may or may not lead to a plea agreement.”6 He
    submitted that “this is a very important aspect of the de-
    fense” because “no plea agreements are offered until you
    proffer.”7 In other words, the proffer letters are “part of the
    process by which men and women ultimately find their way
    on to the stand to give testimony against a defendant.”8 As a
    result, counsel asserted, “if the[] jurors don’t have some un-
    derstanding of this process,” the defense would be “really
    hampered in terms of our constitutional right[s] to put on a
    defense and … to confront the witnesses through cross ex-
    amination that are here to accuse Rex Hopper of various
    crimes.”9
    Relying on our decision in Weidenburner, the Government
    responded that “the Seventh Circuit is clear that the proffer
    4   R.118 (Trial Tr. Day 1) at 8.
    5   
    Id. at 5.
    6   
    Id. at 6.
    7   
    Id. 8 Id.
    9   
    Id. at 7.
    6                                                 No. 18-2576
    letters don’t come in,” nor does “any information about the
    proffer,” “because it is a preliminary step in the plea agree-
    ment, and then the plea agreement supersedes all that.”10
    Turning to defense counsel, the court stated, “I think it is
    pretty clear that, you know, you are not going to get the
    documents.”11
    The Government further noted its objection to defense
    counsel asking any questions about the process of entering a
    plea agreement. The court asked defense counsel what kind
    of questions he intended to ask the cooperating witnesses.
    Counsel explained that he wanted the jury to know that be-
    fore entering a plea agreement, a witness had to meet with
    federal agents and “understood that agents would decide
    and the prosecutors would decide whether you told the
    truth, and if they didn’t think you told the truth that a plea
    agreement would not be tendered.”12 Counsel acknowl-
    edged that he planned to review the terms of the plea
    agreements with each witness, but argued that the jury
    would be “missing a big part of this process” without the
    proffer letters.13 Based on our decision in Weidenburner, the
    Government reiterated that the plea agreement “super-
    sede[s] the proffer letter” and is “the document which the
    defendant is entitled to and entitled to question witnesses
    about.”14 The court denied the motion for disclosure of the
    10   
    Id. at 8.
    11   
    Id. 12 Id.
    at 10.
    13   
    Id. at 11.
    14   
    Id. at 14.
    No. 18-2576                                                 7
    proffer letters and ruled that counsel could ask the witnesses
    “whether they’ve entered into a proffer agreement, but go-
    ing into the terms of it that are super[s]eded by the plea
    agreement, I’m not going to let you do.”15
    C.
    Mr. Hopper proceeded to trial before a jury on February
    26, 2018. Over the course of three days, the Government pre-
    sented the testimony of approximately twenty witnesses
    against Mr. Hopper. Set forth below is a summary of the
    witnesses and testimony relevant to this appeal.
    Dameon Williams testified that he met Mr. Hopper some-
    time in 2015 when they were “messing with drugs.”16 He ob-
    tained ice methamphetamine from Mr. Hopper “[o]ff and
    on” for about one year.17 On these occasions, he received
    about one to two ounces of methamphetamine at a cost of
    $900 to $1200 per ounce. Williams stated that sometimes, he
    bought the drugs outright, while other times Mr. Hopper
    provided the drugs to him “on credit,” or on a “front.”18 He
    explained that, in this fronting arrangement, Mr. Hopper
    provided Williams a quantity of drugs, some of which Wil-
    liams sold to others in order to pay Mr. Hopper back. He
    further testified that Mr. Hopper called Williams occasional-
    ly and asked him to visit the homes of customers who owed
    Mr. Hopper money and bring them to Mr. Hopper’s house
    15   
    Id. at 15–16.
    16   
    Id. at 59.
    17   
    Id. 18 Id.
    at 61.
    8                                               No. 18-2576
    to settle the debt. He explained that he helped Mr. Hopper
    collect money from his customers because Williams “was
    selling drugs for him” and “to help him out in his drug
    business.”19
    Brooke Peyton testified that she met Mr. Hopper in 2016
    when she was dating William, also known as “Andy,”
    Karnes. With Karnes, she had visited Mr. Hopper’s resi-
    dence in Creal Springs, where Mr. Hopper provided ice
    methamphetamine to Karnes. She stated that during the
    summer of 2016, Mr. Hopper provided Karnes three to five
    “8-balls,” or 3.5 gram quantities of ice methamphetamine,
    several times a week.20 Karnes obtained the methampheta-
    mine from Mr. Hopper “[o]n a front,” in which he would sell
    drugs to others in order to pay Mr. Hopper back for the
    drugs he had obtained previously.21 Peyton further testified
    that sometimes, Mr. Hopper came to her home to drop off
    methamphetamine for Karnes. On other occasions, he sent
    Williams to deliver the drugs.
    Robert Weir, also known as “Boog,” testified that he and
    Mr. Hopper reconnected around April or May 2015. At some
    point, he, Mr. Hopper, Lucas Holland, and Randall Riley be-
    gan an arrangement in which the four of them pooled their
    money together to purchase methamphetamine from a
    source in Cape Girardeau, Missouri. Sometimes, Weir gave
    Mr. Hopper his money, and Mr. Hopper drove to Murphys-
    boro, where he gave Weir’s and his money to Riley to pur-
    19   
    Id. at 64.
    20   
    Id. at 89.
    21   
    Id. at 90.
    No. 18-2576                                                 9
    chase the drugs. Other times, Mr. Hopper gave Weir his
    money, and Weir delivered the money to Riley. Still other
    times, Weir and Mr. Hopper visited Riley together. After Ri-
    ley obtained the drugs from Cape Girardeau, the group di-
    vided the methamphetamine into equal, one-ounce shares.
    Weir stated that he paid about $800 to $900 per ounce of
    methamphetamine. This arrangement lasted about a month,
    during which the group obtained methamphetamine two to
    three times per week.
    In March 2016, police arrested Riley. Weir and Mr. Hop-
    per then arranged to pool their money with Holland to pur-
    chase methamphetamine. Holland took their money and ran,
    and they never got their drugs. Additionally, Weir acknowl-
    edged that he had personally observed Mr. Hopper distrib-
    ute methamphetamine to other individuals.
    Lucas Holland testified that, at the beginning of 2016, he
    had been living at Riley’s house for about four or five
    months. Holland confirmed the details of the pooling ar-
    rangement he engaged in with Mr. Hopper, Riley, and Weir
    to purchase methamphetamine from a source in Cape
    Girardeau. He reiterated that Mr. Hopper or Weir, or some-
    times the two together, came to Riley’s house to deliver their
    money. Holland and Riley then drove to Cape Girardeau to
    obtain the methamphetamine. When Holland and Riley re-
    turned to Illinois, the group of four split up the drugs. Ac-
    cording to Holland, this arrangement lasted from about De-
    cember 2015 to February 2016.
    Holland testified that, on one occasion, he traveled to
    Cape Girardeau with Riley, Mr. Hopper, and Erin Wright,
    Mr. Hopper’s girlfriend, for a drug deal that Mr. Hopper
    had arranged. The group pooled their money, and Mr. Hop-
    10                                              No. 18-2576
    per gave it to an individual in Cape Girardeau. In addition,
    Holland confirmed that a few days after police arrested Ri-
    ley, Mr. Hopper and Weir gave him money to purchase
    drugs. He acknowledged that he “ran off with it.”22 Holland
    also testified that he had observed Mr. Hopper sell metham-
    phetamine to individuals, including Kevin Shuman, at his
    home in Creal Springs.
    Randall Riley testified that he met Mr. Hopper around
    the end of 2015 or early 2016 through a mutual acquaintance
    when Mr. Hopper was seeking methamphetamine. Riley
    confirmed that eventually, he, Mr. Hopper, Holland, and
    Weir began a pooling arrangement in which they combined
    their money to purchase methamphetamine from a source in
    Cape Girardeau. According to Riley, the group bought four
    ounces of methamphetamine every day and split the drugs
    between the four of them. Either Mr. Hopper, Weir, or both
    came to Riley’s home with $2,200 for Mr. Hopper and Weir’s
    shares. Riley and Holland drove to Missouri to obtain the
    drugs. When they returned, they met either at Riley’s home
    or at Mr. Hopper’s residence in Creal Springs to divide up
    the drugs.
    Riley confirmed that on one occasion, his source was un-
    available, so Mr. Hopper arranged a transaction with his
    own source. He, Riley, Holland, and Wright drove to Cape
    Girardeau, where Mr. Hopper gave the source the money
    they had pooled together.
    Blake Gordon testified that he met Mr. Hopper through
    Weir. According to Gordon, he sold methamphetamine to
    22   R.122 (Trial Tr. Day 2) at 54.
    No. 18-2576                                                11
    Mr. Hopper “more than ten times.”23 On such occasions, he
    provided Mr. Hopper methamphetamine in amounts rang-
    ing from one to fourteen grams. He also stated that “on nu-
    merous occasions,” he drove Mr. Hopper around the south-
    ern Illinois area to deliver drugs to his customers.24 Gordon
    described one occasion in which he, Mr. Hopper, and Weir
    pooled their money together. Weir drove to Cape Girardeau
    to obtain the methamphetamine, which they divided among
    the three of them when he returned to Illinois.
    Crystal Boulton testified that in March 2016, she and her
    children were living at Riley’s home with Riley, her boy-
    friend, as well as Holland and his girlfriend. She stated that
    she personally observed Mr. Hopper obtain methampheta-
    mine from Riley at Riley’s residence about four or five times.
    On such occasions, Mr. Hopper paid Riley for the metham-
    phetamine and Riley gave Boulton the money to count. She
    counted about $1,000 to $1,200 per ounce of methampheta-
    mine. Boulton also overheard discussions between Riley and
    Mr. Hopper about pooling their money together and making
    trips to Cape Girardeau to obtain methamphetamine.
    Erin Wright testified that she met Mr. Hopper in Sep-
    tember 2015 and moved in with him at his home in Creal
    Springs soon after. She confirmed that Mr. Hopper and Weir
    went to Riley’s house to get drugs. Usually, Mr. Hopper re-
    turned with an ounce of methamphetamine. She stated that
    Mr. Hopper had scales at his Creal Springs home, which he
    used to weigh drugs. She further testified that, sometimes,
    23   
    Id. at 123.
    24   
    Id. 12 No.
    18-2576
    Riley and Holland came to the Creal Springs home to do
    business with Mr. Hopper. She described one occasion on
    which she and Mr. Hopper went to Kansas City, Missouri,
    where Mr. Hopper and an individual named Jason Clapp
    obtained methamphetamine. Wright stated that there were
    also a few times when Clapp came to the Creal Springs resi-
    dence to provide Mr. Hopper with methamphetamine.
    William Craig testified that he knew Mr. Hopper through
    Weir. He bought methamphetamine from Mr. Hopper about
    ten or fifteen times. On such occasions, he obtained meth-
    amphetamine in quantities up to eight ounces. When Craig
    obtained the methamphetamine for himself, Mr. Hopper
    would not charge him. When Craig purchased the metham-
    phetamine to deliver to others, he paid Mr. Hopper in cash.
    Craig stated that on one occasion, after Mr. Hopper and
    Weir pooled their money together, Craig drove with Weir to
    Charleston, Missouri, to purchase methamphetamine. They
    returned to Mr. Hopper’s home, where Mr. Hopper and
    Weir divided the drugs. Craig also confirmed that he had
    seen Mr. Hopper sell methamphetamine at his home to Kev-
    in Page and to Andy Karnes on multiple occasions.
    Kevin Shuman testified that he had known Mr. Hopper
    for years. He moved in with Mr. Hopper at his Creal Springs
    home and lived there in December 2015 and January 2016.
    Initially, he obtained “small amounts” of methamphetamine,
    ranging from “seven grams to an 8-ball,” from Mr. Hopper.25
    Shuman bought the drugs “on a front,” explaining that he
    sold drugs in order to repay Mr. Hopper for previously pur-
    25   R.123 (Trial Tr. Day 3) at 26.
    No. 18-2576                                                13
    chased quantities of methamphetamine.26 He recalled two
    occasions on which he drove Mr. Hopper to Jackson, Mis-
    souri, to obtain methamphetamine. When they returned
    home, Mr. Hopper gave Shuman drugs in return for driving.
    After a brief term in jail in early 2016, Shuman returned,
    and the quantities he bought from Mr. Hopper increased
    from grams to ounces of methamphetamine. The two had an
    arrangement in which Mr. Hopper placed methampheta-
    mine for Shuman in the garage. Shuman, who was no longer
    living with Mr. Hopper, retrieved the drugs from the garage
    and left in their place the money he owed Mr. Hopper for
    previously fronted methamphetamine. Shuman further testi-
    fied that he drove Mr. Hopper around southern Illinois to
    deliver methamphetamine to his customers.
    D.
    At the close of the Government’s case in chief, counsel for
    Mr. Hopper moved for a judgment of acquittal under Feder-
    al Rule of Criminal Procedure 29, which the court denied.
    Mr. Hopper elected not to testify, and the defense rested its
    case. Following jury instructions and closing arguments, the
    jury retired to deliberate. Approximately an hour later, the
    court received a note from the jury stating, “Pages 17 + 21
    are confusing us as to the definition of ‘conspiracy.’”27 Page
    17 of the jury instructions stated that:
    A conspiracy is an express or implied
    agreement between two or more persons to
    26   
    Id. 27 R.72
    at 1 (capitalization omitted).
    14                                                    No. 18-2576
    commit a crime. A conspiracy may be proven
    even if its goal was not accomplished.
    In deciding whether the charged conspiracy
    existed, you may consider all of the circum-
    stances, including the words and acts of each
    of the alleged participants.[28]
    Page 21 of the jury instructions stated that:
    A conspiracy requires more than just a
    buyer-seller relationship between the defend-
    ant and another person. In addition, a buyer
    and seller of a mixture and substance contain-
    ing methamphetamine do not enter into a con-
    spiracy to distribute a mixture and substance
    containing methamphetamine simply because
    the buyer resells the [] mixture and substance
    containing methamphetamine to others, even if
    the seller knows that the buyer intends to resell
    the [] mixture and substance containing meth-
    amphetamine.
    To establish that a seller knowingly became
    a member of a conspiracy with a buyer to dis-
    tribute a mixture and substance containing
    methamphetamine, the government must
    prove that the buyer and seller had the joint
    criminal objective of distributing a mixture and
    28   R.74 at 17.
    No. 18-2576                                                  15
    substance containing methamphetamine to
    others.[29]
    After conferring with the parties, the court responded to
    the jury, “All instructions should be read together. I cannot
    give you any more instruction other than what you have
    been given.”30 Following further deliberations, the jury
    reached a verdict, finding Mr. Hopper guilty of conspiracy
    to distribute methamphetamine, as charged in the indict-
    ment. The jury returned a special verdict form finding that
    the conspiracy involved an amount of 50 grams or more.
    E.
    Prior to Mr. Hopper’s sentencing, the probation office
    prepared a PSR. To determine the scope of his relevant con-
    duct, the probation office interviewed several witnesses with
    knowledge of the conspiracy. Based on these interviews, the
    initial PSR determined that Mr. Hopper had a base offense
    level of 36, which corresponds to offenses involving “at least
    1.5 kilograms but less than 4.5 kilograms of ice.”31 Specifical-
    ly, according to the PSR, the conspiracy involved 1.968 kilo-
    grams of ice methamphetamine.
    To calculate Mr. Hopper’s relevant conduct, the PSR to-
    taled the drug amounts described in four separate inter-
    views with other participants in the conspiracy. In particu-
    lar:
    On August 24, 2016, Lucas Holland participat-
    29   
    Id. at 21.
    30   R.72 at 1.
    31   R.81 ¶ 28.
    16                                                   No. 18-2576
    ed in an interview with investigating agents.
    Holland divulged that he received four ounces
    of ice every day for a month from Randall Ri-
    ley; of the four ounces, he would give the de-
    fendant one ounce on each occasion. (30 ounc-
    es = 850 grams)[32]
    On February 14, 2017, Randall Riley was inter-
    viewed by investigating agents. Riley stated
    that from January through March, he sold one
    ounce of ice every day to the defendant for
    $1,100. (28 days [February] x 28.35 grams = 793
    grams) [33]
    On May 4, 2017, Erin Wright participated in an
    interview with agents. … Wright stated she
    traveled with Hopper on ten occasions to pick
    up ice from Gary Mims in Cape Girardeau. She
    stated on average, they would obtain an ounce
    of ice per visit (10 ounces or 283.5 grams of
    ice). [34]
    On July 19, 2017, Erin Wright was inter-
    view[ed] by investigating agents. According to
    Wright, the defendant purchased ice from
    Robert Weir from October or November 2015
    until Weir was arrested in March 2016. Wright
    estimated that the defendant would purchase
    32   
    Id. ¶ 12.
    33   
    Id. ¶ 14.
    34   
    Id. ¶ 19.
    No. 18-2576                                                             17
    3.5 grams to 28 grams per week, conservative-
    ly. (12 weeks [December—February] x 3.5
    grams = 42 grams)[35]
    The PSR explained that Mr. Hopper’s “relevant conduct is
    outlined in bold above and involves the amounts obtained
    by the defendant, which he then distributed to others.”36
    Further, the PSR noted that “[t]he amount of ice that the de-
    fendant distributed was not counted to avoid double count-
    ing.”37 Adding the drug amounts described above, the PSR
    totaled Mr. Hopper’s relevant conduct to be 1.968 kilograms
    of ice methamphetamine.
    The initial PSR awarded Mr. Hopper a two-level sentence
    reduction for acceptance of responsibility. Based on a total
    offense level of 34 and a criminal history category of I, the
    PSR calculated a guidelines imprisonment range of 151 to
    188 months. Mr. Hopper filed an objection to the initial PSR,
    challenging the sentence reduction for acceptance of respon-
    sibility.38 He asserted that he had “neither denied, nor ad-
    mitted, any … involvement” in the conspiracy.39 He also
    35   
    Id. ¶ 20.
    36   
    Id. ¶ 21.
    37   
    Id. 38 Mr.
    Hopper’s trial counsel acknowledged that this objection was high-
    ly unusual. See R.82 at 1 (“This marks the first instance in Undersigned
    Counsel’s career in which he levels an objection on behalf of a client that
    operates to raise the applicable advisory guidelines range. Thus, it
    should be noted that this objection is filed with Defendant Rex Hopper’s
    consent and at his direction.”).
    39   
    Id. 18 No.
    18-2576
    stated that he “underst[ood] that this objection [would]
    doom any opportunity he might have at the two-level [ac-
    ceptance of responsibility] reduction.”40 He submitted that,
    as a result, his total offense level was 36 and the proper
    guidelines range was 188 to 235 months’ imprisonment.
    Consequently, the probation office filed a revised PSR,
    which removed the acceptance of responsibility reduction.
    Based on a total offense level of 36 and a criminal history
    category of I, the revised PSR calculated a guidelines impris-
    onment range of 188 to 235 months. The Government filed
    an objection to the revised PSR, contending that Mr. Hopper
    was subject to a two-level sentence enhancement for main-
    taining a residence for the purpose of distributing metham-
    phetamine. See U.S.S.G. § 2D1.1(b)(12).
    Accordingly, the probation office filed a second revised
    PSR, adopting the Government’s recommendation that
    Mr. Hopper was subject to the two-level sentence enhance-
    ment for maintaining a drug premises. Based on a total of-
    fense level of 38 and a criminal history category of I, the sec-
    ond revised PSR calculated a guidelines imprisonment range
    of 235 to 293 months. Mr. Hopper filed an objection to the
    second revised PSR, challenging the application of the drug
    premises enhancement. He maintained that, consistent with
    the first revised PSR, his total offense level was 36 and his
    guidelines imprisonment range was 188 to 235 months.
    The district court conducted a hearing to impose its sen-
    tence. At the outset, the court asked whether there were any
    objections to the PSR other than Mr. Hopper’s challenge to
    40   
    Id. No. 18-2576
                                                 19
    the application of the drug premises enhancement. Both sets
    of counsel stated that there were not. The court then turned
    to the sentence enhancement.
    The Government introduced additional testimony from
    Wright, Mr. Hopper’s former girlfriend. She testified that
    she had lived with Mr. Hopper at his Creal Springs home
    from about October 2015 until May 2017. She acknowledged
    that, during this time, she saw methamphetamine at the res-
    idence. She elaborated that “[i]t was always there” and that
    she saw drugs in the home “[p]retty much every day.”41
    Wright testified that after Mr. Hopper obtained metham-
    phetamine from others, he brought it back to the Creal
    Springs house. She further stated that she saw Mr. Hopper
    distribute methamphetamine from the residence. She said
    that this occurred “[t]hroughout the week” and that “each
    week there was some sort of activity going on” involving
    methamphetamine.42 Wright acknowledged that Mr. Hopper
    collected money from individuals who bought methamphet-
    amine at his home. She testified that he had drug scales at
    the house, which he used “[t]o weigh out the product.”43 She
    estimated that, while she lived with him, Mr. Hopper dis-
    tributed methamphetamine from his residence approximate-
    ly “[w]eekly.”44 She added, however, that toward the end of
    41   R.125 at 8.
    42   
    Id. at 9.
    43   Id.
    44   
    Id. at 10.
    20                                                No. 18-2576
    their time living together, Mr. Hopper’s drug selling dimin-
    ished and he was “just using.”45
    The court inquired what Mr. Hopper did for a living.
    Wright explained that Mr. Hopper had received a monetary
    settlement after working in the coal mines. Subsequently, he
    had a “side business” buying and selling cars, and he dealt
    drugs.46 Wright acknowledged that Mr. Hopper did not “of-
    ficially work.”47
    Based on the testimony introduced at trial and at sentenc-
    ing, the court concluded that Mr. Hopper stored metham-
    phetamine at and distributed it from the Creal Springs resi-
    dence. Given Wright’s testimony that this occurred weekly
    over an extended period of time, the court determined that
    the distribution was “more than just incidental or collat-
    eral.”48 Accordingly, the court overruled Mr. Hopper’s objec-
    tion and concluded that he was subject to the two-level en-
    hancement for maintaining a residence for the purpose of
    distributing methamphetamine.
    Noting that there were no other objections, the court
    adopted the findings of the PSR as the findings of the court.
    This included the finding that the conspiracy involved be-
    tween 1.5 and 4.5 kilograms of ice methamphetamine, specif-
    ically 1.968 kilograms, which corresponded to a base offense
    level of 36. Given its conclusion regarding the two-level
    45   
    Id. at 24.
    46   
    Id. at 32.
    47   
    Id. 48 Id.
    at 41.
    No. 18-2576                                                21
    drug premises enhancement, the court determined that
    Mr. Hopper had a total offense level of 38. With a criminal
    history category of I, the court concluded that his corre-
    sponding guidelines imprisonment range was 235 to 293
    months.
    Neither party objected to the court’s guideline range
    findings. The Government recommended a sentence near or
    at the top of the guidelines range, while counsel for
    Mr. Hopper recommended a sentence of 188 months. Based
    on the information in the PSR, the factors set forth in 18
    U.S.C. § 3553(a), and the arguments of Mr. Hopper’s counsel,
    the court sentenced Mr. Hopper at the bottom of the guide-
    lines range to 235 months’ imprisonment, followed by four
    years of supervised release. At the conclusion of the hearing,
    the court asked defense counsel, “Are there any other argu-
    ments I have not considered?”49 Counsel for Mr. Hopper re-
    sponded that there were not. Following the entry of final
    judgment, Mr. Hopper filed a timely notice of appeal.
    II.
    DISCUSSION
    Mr. Hopper raises four arguments on appeal. First, he as-
    serts that the evidence presented at trial was insufficient to
    support his conviction for conspiracy to distribute metham-
    phetamine and that, even if the Government established the
    existence of multiple, smaller conspiracies, there was a fatal
    variance between the single, overarching conspiracy alleged
    in the indictment and the Government’s proof at trial. Sec-
    49   
    Id. at 59.
    22                                                            No. 18-2576
    ond, he contends that the district court erred when it denied
    his motion for disclosure of the cooperating witnesses’ prof-
    fer letters. Third, he challenges the district court’s applica-
    tion of a two-level sentence enhancement for maintaining a
    drug premises. Finally, he submits that the district court
    erred in calculating his guidelines range because, in deter-
    mining Mr. Hopper’s relevant conduct, it double-counted
    the drug transactions described by Holland and Riley.
    A.
    1.
    We begin with Mr. Hopper’s attack on the sufficiency of
    the evidence. United States v. Douglas, 
    874 F.2d 1145
    , 1150
    (7th Cir. 1989), abrogated on other grounds by United States v.
    Durrive, 
    902 F.2d 1221
    (7th Cir. 1990).50 He contends that
    there was insufficient evidence to support his conviction for
    conspiracy to distribute methamphetamine because the
    Government proved only a series of buyer-seller relation-
    ships. He preserved this argument by moving for a judg-
    ment of acquittal at the close of all evidence, so we review
    50 In United States v. Douglas, 
    874 F.2d 1145
    (7th Cir. 1989), abrogated on
    other grounds by United States v. Durrive, 
    902 F.2d 1221
    (7th Cir. 1990), we
    adopted a “policy” of “routinely addressing evidentiary sufficiency in
    criminal cases when a defendant presents the issue on appeal.” 
    Id. at 1150.
    We reasoned that “[i]f in fact insufficient evidence is presented at a
    first trial, a retrial, on any basis, ordinarily may be a wasted endeavor.”
    
    Id. By contrast,
    if we find “that the evidence is sufficient to sustain a con-
    viction, but reverse based on trial error, a retrial” is proper. 
    Id. Accord- ingly,
    to conserve the “scarce and costly resources” of the courts and the
    parties, we address a challenge to the sufficiency of the evidence first. 
    Id. No. 18-2576
                                                       23
    his claim de novo. United States v. Claybrooks, 
    729 F.3d 699
    ,
    704 (7th Cir. 2013).
    A defendant’s burden in showing the evidence was in-
    sufficient to support a conviction is indeed a high one. See
    United States v. Rollins, 
    544 F.3d 820
    , 835 (7th Cir. 2008). In
    attempting to describe that burden, we often have said that
    the burden is a direct function of the strength of the Gov-
    ernment’s case. See United States v. Garcia, 
    919 F.3d 489
    , 496–
    97 (7th Cir. 2019); United States v. Jones, 
    713 F.3d 336
    , 339 (7th
    Cir. 2013). Because “[w]e accord great deference to jury ver-
    dicts,” United States v. Brown, 
    726 F.3d 993
    , 1004–05 (7th Cir.
    2013) (internal quotation marks omitted), “[w]e will over-
    turn a conviction on sufficiency-of-the-evidence grounds on-
    ly if no rational jury could have found the essential elements
    of the crime beyond a reasonable doubt,” United States v.
    Johnson, 
    592 F.3d 749
    , 754 (7th Cir. 2010). “In making this de-
    termination, we view all evidence and draw all reasonable
    inferences in the light most favorable to the prosecution.” 
    Id. See Jackson
    v. Virginia, 
    443 U.S. 307
    , 319 (1979), superseded on
    other grounds by statute, Antiterrorism and Effective Death
    Penalty Act, Pub. L. No. 104-132, 110 Stat. 1214 (1996) (stat-
    ing standard of proof in criminal cases). Cf. Anderson v. Liber-
    ty Lobby, Inc., 
    477 U.S. 242
    , 252–53 (1986) (comparing meth-
    odology in adjudicating a motion for judgment of acquittal
    in a criminal case with a motion for summary judgment in a
    civil case).
    “To convict a defendant of conspiracy, the government
    must prove that (1) two or more people agreed to commit an
    unlawful act, and (2) the defendant knowingly and inten-
    tionally joined in the agreement.” 
    Johnson, 592 F.3d at 754
    .
    “For a drug-distribution conspiracy, the government must
    24                                                   No. 18-2576
    prove that the defendant knowingly agreed—either implicit-
    ly or explicitly—with someone else to distribute drugs.”
    
    Claybrooks, 729 F.3d at 704
    (internal quotation marks omit-
    ted).
    Our cases “have underscored that ordinary drug transac-
    tions do not entail or reflect a conspiracy, for the buyer’s on-
    ly purpose is to buy and the seller’s only purpose is to sell:
    the buyer and seller lack a shared criminal goal.” United
    States v. Neal, 
    907 F.3d 511
    , 515 (7th Cir. 2018) (per curiam).
    In other words, “evidence of a buyer-seller relationship,
    standing alone, is insufficient to support a conspiracy con-
    viction.” United States v. Townsend, 
    924 F.2d 1385
    , 1394 (7th
    Cir. 1991). Instead, we require “[e]vidence of an agreement
    to advance further distribution—beyond the initial transac-
    tion.” United States v. Pulgar, 
    789 F.3d 807
    , 812 (7th Cir. 2015).
    “The government may prove the existence of this agreement
    through circumstantial evidence.” 
    Claybrooks, 729 F.3d at 704
    –05.
    A “nonexhaustive list of characteristics that strongly dis-
    tinguish a conspiracy from a buyer-seller relationship” in-
    cludes:
    “sales on credit or consignment, an agreement
    to look for other customers, a payment of
    commission on sales, an indication that one
    party advised the other on the conduct of the
    other’s business, or an agreement to warn of
    future threats to each other’s business stem-
    ming from competitors or law enforcement au-
    thorities.”
    No. 18-2576                                                  25
    United States v. Pereira, 
    783 F.3d 700
    , 704 (7th Cir. 2015)
    (quoting 
    Johnson, 592 F.3d at 755
    –56). “We employ a totali-
    ty-of-the-circumstances approach in these cases,” “‘tak[ing]
    into account all the evidence surrounding the alleged con-
    spiracy and mak[ing] a holistic assessment of whether the
    jury reached a reasonable verdict.’” 
    Pulgar, 789 F.3d at 813
    (quoting 
    Brown, 726 F.3d at 1002
    ).
    In this case, the Government presented sufficient evi-
    dence for a reasonable jury to conclude that Mr. Hopper en-
    tered an agreement to distribute methamphetamine in
    southern Illinois. Our conclusion is supported by evidence
    that Mr. Hopper sold methamphetamine on credit, or
    “fronted” it, to his co-conspirators and that he engaged in
    pooling arrangements with other co-conspirators to pur-
    chase large quantities of methamphetamine for further dis-
    tribution.
    Evidence of repeated, “fronted” transactions can be com-
    pelling circumstantial evidence of an agreement to distribute
    drugs because it demonstrates that the defendant “had
    knowingly thrown his lot in” with other members of the
    conspiracy. United States v. Dortch, 
    5 F.3d 1056
    , 1070 (7th Cir.
    1993) (internal quotation marks omitted). In a fronting ar-
    rangement, “the seller becomes the buyer’s creditor, adding
    a dimension to the relationship that goes beyond a spot sale
    for cash.” United States v. Colon, 
    549 F.3d 565
    , 569 (7th Cir.
    2008). Such a relationship indicates that the defendant “had
    a keen interest” in his co-conspirators’ “success at reselling”
    the drugs. 
    Dortch, 5 F.3d at 1070
    . Although “not all credit
    sales can support an inference that there was an agreement
    to distribute,” “when a credit sale is coupled with certain
    characteristics inherent in an ongoing wholesale buyer-seller
    26                                                   No. 18-2576
    relationship—i.e., large quantities of drugs, repeat purchas-
    es[,] or some other enduring arrangement—the credit sale
    becomes sufficient evidence to distinguish a conspiracy from
    a nonconspiratorial buyer-seller relationship.” 
    Johnson, 592 F.3d at 756
    n.5 (internal quotation marks omitted).
    At Mr. Hopper’s trial, the Government presented evi-
    dence that he fronted methamphetamine to Williams, Shu-
    man, and Karnes. Williams testified that he obtained about
    one to two ounces of ice methamphetamine from Mr. Hop-
    per “[o]ff and on” for about one year.51 He stated that some-
    times, he bought the drugs outright, while other times,
    Mr. Hopper provided the drugs to him “on credit,” or on a
    “front.”52 Williams explained that, in this fronting arrange-
    ment, Mr. Hopper provided him a quantity of drugs, some
    of which Williams sold to others in order to pay Mr. Hopper
    back for previously fronted drugs. Williams further testified
    that occasionally, Mr. Hopper called Williams and asked
    him to bring customers who owed Mr. Hopper money to
    Mr. Hopper’s house to settle their debt. Williams explained
    that he helped Mr. Hopper collect money from his customers
    because Williams “was selling drugs for him” and “to help
    him out in his drug business.”53
    Shuman also testified that he bought drugs from
    Mr. Hopper “on a front.”54 In early 2016, the quantities he
    51   R.118 at 59.
    52   
    Id. at 61
    (internal quotation marks omitted).
    53   
    Id. at 64.
    54   R.123 at 26.
    No. 18-2576                                              27
    purchased increased from grams to ounces of methamphet-
    amine. The two had an arrangement in which Mr. Hopper
    placed methamphetamine for Shuman in Mr. Hopper’s gar-
    age. Shuman retrieved the drugs from the garage and left in
    their place the money he owed Mr. Hopper for previously
    fronted methamphetamine. Shuman further testified that he
    drove Mr. Hopper around southern Illinois to deliver meth-
    amphetamine to his customers. He also described two occa-
    sions on which he drove Mr. Hopper to Jackson, Missouri, to
    obtain methamphetamine. When they returned home,
    Mr. Hopper gave Shuman drugs in return for driving.
    Similarly, Peyton testified that Karnes, her former boy-
    friend, obtained methamphetamine from Mr. Hopper “[o]n a
    front,” in which he would sell drugs to others in order to
    pay Mr. Hopper back for the drugs he had previously ob-
    tained.55 She stated that during the summer of 2016,
    Mr. Hopper provided Karnes three to five “8-balls,” or 3.5
    gram quantities of ice methamphetamine, several times a
    week.56 She added that on occasion, Mr. Hopper sent Wil-
    liams to deliver drugs to Karnes.
    These fronting arrangements are “substantial evidence”
    that Mr. Hopper “expected and encouraged” Williams,
    Shuman, and Karnes “to redistribute the drugs he had pro-
    vided.” United States v. Avila, 
    557 F.3d 809
    , 816 (7th Cir.
    2009). Because Mr. Hopper expected to be repaid based on
    sales of previously fronted methamphetamine, “he was de-
    pendent upon the further resale of the drugs to make a prof-
    55   R.118 at 90.
    56   
    Id. at 89.
    28                                                            No. 18-2576
    it.” Id.; see also United States v. Kozinski, 
    16 F.3d 795
    , 808–09
    (7th Cir. 1994) (reasoning that evidence that co-conspirator
    sold cocaine to the defendant “on credit” indicated that he
    “took a stake in her business—he received payment after,
    and as a result of, her resale”). Mr. Hopper also “demon-
    strated a high level of trust and confidence in” Shuman, Wil-
    liams, and Karnes, given that he provided them “with large
    quantities of drugs without requiring any payment until the
    drugs were resold.” 
    Avila, 557 F.3d at 816
    .57
    That Mr. Hopper “fronted” methamphetamine to Wil-
    liams, Shuman, and Karnes repeatedly, in large quantities,
    over an extended period of time makes clear that these activ-
    ities were more than mere buyer-seller relationships. See
    
    Brown, 726 F.3d at 1006
    (permitting “an inference of conspir-
    acy” based on evidence of “repeated transactions, in whole-
    sale quantities, on credit”). These “factors suggest standard-
    ized transactions and lower transaction costs in the business
    as well as a continuing relationship.” 
    Kozinski, 16 F.3d at 809
    ;
    see also 
    Dortch, 5 F.3d at 1070
    (reasoning that evidence of
    “multiple transactions over a prolonged period of time”
    suggested “that transaction costs … were quite low, which
    counsels a finding of conspiracy”). Evidence that Williams
    and Shuman drove Mr. Hopper around southern Illinois to
    deliver drugs to his customers and that Mr. Hopper sent
    Williams to deliver drugs on his own or to pick up custom-
    ers who owed Mr. Hopper money reinforces that these rela-
    57Cf. United States v. Colon, 
    549 F.3d 565
    , 569 (7th Cir. 2008) (noting “[t]he
    mutual trust in this case was less than it would have been had [a
    co-conspirator] ‘fronted’ cocaine to the defendant (a factor mentioned in
    almost all the cases) rather than being paid in cash at the time of sale”).
    No. 18-2576                                                  29
    tionships were in furtherance of Mr. Hopper’s distribution of
    drugs. Based on this evidence, a jury could rationally con-
    clude that Mr. Hopper conspired to distribute methamphet-
    amine. See 
    Pereira, 783 F.3d at 704
    –05.
    The Government also presented considerable testimony
    establishing that Mr. Hopper pooled his resources with other
    members of the conspiracy to obtain methamphetamine at a
    reduced cost from out-of-state sources. This is circumstantial
    evidence of an agreement to distribute drugs because, by
    “put[ting] their money and transportation resources together
    for an extended period of time,” the co-conspirators “there-
    by ha[d] a stake in each other’s success, and kn[ew] that the
    others intended to resell” the drugs. United States v. Harris,
    
    567 F.3d 846
    , 851 (7th Cir. 2009) (citation omitted); see also
    United States v. Lomax, 
    816 F.3d 468
    , 475 (7th Cir. 2016) (hold-
    ing that “[a] reasonable jury could have found that the
    shared supplier, funds, and product indicated an agree-
    ment” to sell drugs). Based on such evidence, we upheld the
    defendant’s conspiracy conviction in United States v. Hay-
    wood, 
    324 F.3d 514
    (7th Cir. 2003), reasoning that:
    [I]n driving to Chicago together, then bringing
    the drugs back … and splitting them up upon
    their return, Haywood and Jackson had a
    standardized way of doing business; they had
    a continuing relationship, making three trips
    together to Chicago and talking about making
    one to Oklahoma; and they both knew that the
    cocaine would be resold.
    
    Id. at 517.
    Similarly, in Harris, we held that there was suffi-
    cient evidence of a conspiracy to distribute drugs where the
    defendant “pooled his money with that of … the other al-
    30                                                           No. 18-2576
    leged co-conspirators to buy larger amounts of crack cocaine
    from outside the state for 
    resale.” 567 F.3d at 851
    .
    In this case, Holland, Riley, and Weir testified that, to-
    gether with Mr. Hopper, they pooled their money and
    transportation resources over approximately a month-long
    period to purchase methamphetamine from a source in Cape
    Girardeau, Missouri. Mr. Hopper, Weir, or both brought the
    money to Riley’s home, where Holland also lived. Holland
    and Riley drove to Missouri to obtain the drugs. When they
    returned, the group met at either Riley’s home or Mr. Hop-
    per’s home to divide up the drugs. The group pooled their
    money multiple times per week to purchase four ounces of
    methamphetamine at a time, which they divided into equal,
    one-ounce shares upon return to Illinois.
    Evidence that Mr. Hopper pooled funds, shared suppli-
    ers, and coordinated transport out of state with Holland, Ri-
    ley, and Weir, underscored a common goal between them to
    distribute methamphetamine.58 That this pooling arrange-
    ment involved multiple transactions per week over an ex-
    58 United States v. Lomax, 
    816 F.3d 468
    , 474 (7th Cir. 2016) (upholding
    conspiracy conviction based on testimony that Lomax and his
    co-conspirator “shared customers, a supplier, and heroin, and pooled
    funds”); United States v. Harris, 
    567 F.3d 846
    , 851 (7th Cir. 2009) (reason-
    ing that evidence that the co-conspirators “pooled their money and
    shared rides to buy cheaper crack” from outside the state “mean[t] that
    each could earn more if the others succeeded”); United States v. Haywood,
    
    324 F.3d 514
    , 517 (7th Cir. 2003) (affirming conspiracy conviction where
    Haywood and his co-conspirator “pooled their money and shared rides
    to Chicago in order to buy inexpensive crack, meaning that each could
    run a cheaper operation—and earn higher profits—if the other succeed-
    ed”).
    No. 18-2576                                                 31
    tended period of time reinforces the conclusion that
    Mr. Hopper had entered an agreement to distribute drugs in
    southern Illinois. Thus, the jury had ample evidence, based
    on the “fronted” transactions and the pooling arrangement,
    to convict Mr. Hopper of conspiring to distribute metham-
    phetamine.
    2.
    Mr. Hopper also submits that even if the Government
    presented some evidence of conspiracy, we must vacate his
    conviction “because of the variance between the indictment
    (alleging a single, overarching conspiracy) and the proof at
    trial (showing, at most, smaller sub-conspiracies), which
    prejudiced Mr. Hopper.”59 We conclude that there was no
    fatal variance in this case.
    At the close of all evidence, Mr. Hopper’s trial counsel
    moved for a judgment of acquittal under Federal Rule of
    Criminal Procedure 29. Rule 29 requires the court to “enter a
    judgment of acquittal of any offense for which the evidence
    is insufficient to sustain a conviction.” Mr. Hopper’s counsel
    did not articulate the grounds for his motion and, in denying
    the motion, the district court ruled only that the Government
    had presented sufficient evidence of the charge against
    Mr. Hopper.60 Because Mr. Hopper’s counsel did not raise
    the possibility of a fatal variance in the district court, that
    court did not have the opportunity to address this claim.
    59   Appellant’s Br. 17–18.
    60   See R.123 at 55.
    32                                                         No. 18-2576
    Therefore, we review his variance claim for plain error only.
    United States v. Womack, 
    496 F.3d 791
    , 794 (7th Cir. 2007).61
    “A variance arises when the facts proved by the govern-
    ment at trial differ from those alleged in the indictment.”
    
    Avila, 557 F.3d at 815
    (quoting United States v. Stigler, 
    413 F.3d 588
    , 592 (7th Cir. 2005)). We treat a conspiracy variance
    claim “as an attack on the sufficiency of the evidence.” Unit-
    ed States v. Handlin, 
    366 F.3d 584
    , 589 (7th Cir. 2004). Alt-
    hough we treat the question of variance as an attack on the
    sufficiency of the evidence, a party must raise with specifici-
    ty the issue of variance. A timely objection affords the dis-
    trict court the opportunity to address the issue and under-
    take curative steps. See United States v Pierson, 
    925 F.3d 913
    ,
    921–22 (7th Cir. 2019). To prevail on his claim, Mr. Hopper
    must show both that (1) “no rational trier of fact could have
    found that the evidence at trial proved a single conspiracy”
    and (2) “the variance was prejudicial.” United States v.
    DeKelaita, 
    875 F.3d 855
    , 858 (7th Cir. 2017). “Even if the evi-
    dence arguably established multiple conspiracies, there is no
    material variance from an indictment charging a single con-
    spiracy if a reasonable trier of fact could have found beyond
    a reasonable doubt the existence of the single conspiracy
    charged in the indictment.” United States v. Williams, 
    272 F.3d 845
    , 862 (7th Cir. 2001).
    Mr. Hopper contends that there was a variance between
    the Government’s proof at trial and the conspiracy alleged in
    61Like the defendant in United States v. Womack, 
    496 F.3d 791
    , 795 (7th
    Cir. 2007), Mr. Holmes did not ask for a jury instruction on multiple con-
    spiracies.
    No. 18-2576                                                   33
    the indictment because the Government “failed to tie togeth-
    er the disparate purposes of Mr. Hopper’s alleged
    co-conspirators” to demonstrate a single conspiracy.62 He
    submits that this variance prejudiced him at trial and at sen-
    tencing.
    To evaluate Mr. Hopper’s variance claim, “we turn to the
    indictment first and then to the proof at trial.” 
    Id. at 863.
    The
    indictment alleged that from about January 2015 through
    May 31, 2017, in Williamson and Franklin Counties, in the
    Southern District of Illinois, “and elsewhere,” Mr. Hopper
    conspired “with other persons known and unknown” to dis-
    tribute methamphetamine.63 As detailed above, at trial, the
    Government presented substantial evidence that Mr. Hop-
    per entered an agreement to distribute methamphetamine in
    southern Illinois. It is sufficient that the purpose of the con-
    spiracy “was simply to distribute narcotics,” and that “each
    co-conspirator agreed to advance” that goal. United States v.
    Martin, 
    618 F.3d 705
    , 736–37 (7th Cir. 2010). Based on the ev-
    idence that Mr. Hopper “fronted” methamphetamine to Wil-
    liams, Shuman, and Karnes for further distribution and that
    he engaged in a pooling arrangement with Holland, Riley,
    and Weir to obtain methamphetamine at a low cost for re-
    sale, a rational jury could have found that Mr. Hopper joined
    the single conspiracy alleged in the indictment. Because
    “[t]he key to proving a conspiracy is that the defendant
    joined [an] agreement, not [a] group,” 
    Avila, 557 F.3d at 816
    ,
    any failure to identify the connection between Mr. Hopper’s
    62   Appellant’s Br. 34.
    63   R.32 at 1.
    34                                                            No. 18-2576
    co-conspirators did not amount to a material variance. See,
    e.g., 
    Williams, 272 F.3d at 863
    (concluding there was no mate-
    rial variance where there was sufficient evidence “for the ju-
    ry to conclude that a number of people had an agreement to
    distribute drugs in East St. Louis, and that Williams joined
    that agreement”).
    In any event, Mr. Hopper suffered no prejudice as a re-
    sult of the alleged variance. First, he contends that the vari-
    ance prejudiced him at trial because his counsel “was unable
    to adequately prepare his defense because the government
    did not define the scope of the alleged conspiracy until clos-
    ing arguments.”64 But “[i]t is the grand jury’s statement of
    the existence of the conspiracy agreement rather than the
    identity of those who agree which places the defendant on
    notice of the charge he must be prepared to meet.” 
    Townsend, 924 F.2d at 1389
    (internal quotation marks omitted). The
    Government’s evidence at trial demonstrated that Mr. Hop-
    per joined others in an agreement to distribute methamphet-
    amine in southern Illinois. Mr. Hopper had sufficient notice
    of the charged conspiracy and the evidence presented at tri-
    al.65
    Next, Mr. Hopper submits that “[t]he indictment and the
    government’s arguments at trial were so broad as to make it
    64   Appellant’s Br. 36.
    65 See,e.g., United States v. Hardimon, 329 F. App’x 660, 665 (7th Cir. 2009)
    (unpublished) (determining that there was no variance and explaining
    that “the indictment’s allegation of a conspiracy agreement alone was
    sufficient notice of the charge that Hardimon needed to be prepared to
    meet, and the indictment was not required to name all those who partic-
    ipated in the conspiracy”).
    No. 18-2576                                                 35
    impossible for Mr. Hopper to invoke his Fifth Amendment
    right against double jeopardy” in a subsequent prosecu-
    tion.66 He stresses that the record does not reveal the scope
    of the conspiracy, his role in it, or “with whom the jury con-
    victed him of conspiring.”67 If we uphold his conviction “on
    the basis that some sub-conspiracy existed,” he posits, the
    Government could indict him “for any other act within that
    time frame even though he had already been found guilty by
    the jury on the charged indictment.”68
    We have held that, despite a variance between the in-
    dictment and the proof at trial, we had “no difficulty in
    judging the scope of the conviction for double jeopardy pur-
    poses” where the indictment alleged a specific crime, “dur-
    ing a finite interval,” “involved a particular perpetrator,”
    and “alleged specific misconduct by the perpetrator.” United
    States v. Ratliff-White, 
    493 F.3d 812
    , 822, 824 (7th Cir. 2007)
    (upholding defendant’s mail fraud conviction because de-
    fendant was not prejudiced by the variance between the in-
    dictment, “which pinpointed a particular step in the pay-
    ment process” of her alleged fraud, “and the proof at trial,
    which established another”). In the same way, here, the in-
    dictment alleged a specific crime (conspiracy to distribute
    methamphetamine), during a finite interval (about January
    2015 through about May 31, 2017), involving a particular
    perpetrator (Mr. Hopper and “other persons known and un-
    known”), and specific misconduct by the perpetrator (know-
    66   Appellant’s Br. 38.
    67   
    Id. 68 Id.
    at 38–39.
    36                                                No. 18-2576
    ingly conspiring to distribute a mixture and substance con-
    taining methamphetamine).69 The scope of Mr. Hopper’s
    conviction is sufficiently specific to avoid a future double
    jeopardy problem.
    He further contends that the alleged variance prejudiced
    him at trial because the jury was confused about the instruc-
    tions regarding the scope of the conspiracy. Evidence of
    multiple conspiracies may pose “a danger of ‘spillover’ prej-
    udice” where multiple defendants are tried together and the
    jury hears incriminating evidence relevant against only
    some, but not all, of the defendants. 
    Townsend, 924 F.2d at 1411
    . Because Mr. Hopper was tried alone, however, this
    concern was not implicated. See, e.g., United States v. Curtis,
    
    37 F.3d 301
    , 306 (7th Cir. 1994) (holding that “there could be
    no prejudice” where “Curtis was the only person on trial,
    thus eliminating the customary concern with jury confusion
    resulting from the ‘spillover’ effect associated with simulta-
    neously trying multiple defendants with various connec-
    tions to the purported scheme”).
    Additionally, Mr. Hopper asserts that the variance preju-
    diced him at sentencing because it “improperly increased the
    quantity of drugs attributed to him.”70 As we have stated,
    however, there was ample evidence to support Mr. Hopper’s
    conspiracy conviction, including but not limited to the pool-
    ing arrangement he participated in with Holland, Riley, and
    Weir. Moreover, the PSR calculated Mr. Hopper’s relevant
    conduct based on “the amounts obtained by the defendant,
    69   R.32 at 1.
    70   Appellant’s Br. 39.
    No. 18-2576                                                 37
    which he then distributed to others.”71 Because the district
    court did not sentence Mr. Hopper based on drug transac-
    tions not related to the conspiracy in which he participated,
    see 
    Townsend, 924 F.2d at 1412
    (determining there was no
    prejudice where “none of the defendants [could] claim that
    their sentences were increased on the basis of drug transac-
    tions that were not attributable to the limited conspiracies in
    which they participated”), or based on drug quantities sold
    by his co-conspirators that were within the scope of the con-
    spiracy, see 
    Avila, 557 F.3d at 819
    (concluding there was no
    prejudice where the defendant’s sentence was based on
    drugs he supplied to others, not “the quantities of drugs that
    were seized from the entire drug organization”), he did not
    suffer prejudice at sentencing.
    B.
    1.
    Mr. Hopper next submits that the district court erred
    when it ruled that the Government was not required to dis-
    close the proffer letters of its cooperating witnesses. He as-
    serts that the court erroneously “based its decision solely on
    Brady[72] and Giglio,[73] and thus did not recognize” that Fed-
    eral Rule of Criminal Procedure 16 “is an independent and
    more expansive basis for disclosure of proffer letters.”74
    Mr. Hopper’s trial counsel never filed a request under Rule
    71   R.94 ¶ 21.
    72   Brady v. Maryland, 
    373 U.S. 83
    (1963).
    73   Giglio v. United States, 
    405 U.S. 150
    (1972).
    74   Appellant’s Br. 14.
    38                                                            No. 18-2576
    16 for disclosure of the proffer letters. Nor did counsel sug-
    gest to the district court, during the hearing on his motion or
    otherwise, that Rule 16 might be a basis for disclosure. That
    counsel moved for disclosure of the proffer letters and ar-
    gued that the court should disregard our decision in United
    States v. Weidenburner, 550 F. App’x 298 (7th Cir. 2013) (un-
    published), was not sufficient to preserve the instant argu-
    ment under Rule 16.75 Because there is no evidence in the
    record that Mr. Hopper intended to relinquish this argu-
    ment, however, we conclude that he has forfeited, not
    waived, his request for disclosure under Rule 16. United
    States v. Brodie, 
    507 F.3d 527
    , 530 (7th Cir. 2007) (explaining
    that “[f]orfeiture occurs when a defendant negligently fails
    to assert a right in a timely fashion”).
    Rule 16, which governs discovery and inspection, pro-
    vides in relevant part that:
    Upon a defendant’s request, the government
    must permit the defendant to inspect and to
    75 Cf. United States v. McMillian, 
    786 F.3d 630
    , 636 (7th Cir. 2015) (defend-
    ant forfeited argument that his arrest was unlawful because his motion
    to suppress challenged only the protective sweep of his home, not his
    arrest); United States v. Kelly, 
    772 F.3d 1072
    , 1078 (7th Cir. 2014) (defend-
    ant forfeited argument that the warrant application failed to establish
    probable cause because his motion to suppress argued only that the war-
    rant lacked sufficient particularity in the description of the place to be
    searched); United States v. Murdock, 
    491 F.3d 694
    , 698 (7th Cir. 2007) (de-
    fendant forfeited argument that his waiver of his Fifth Amendment
    rights and subsequent confession were involuntary due to the coercive
    conditions of his confinement because, in the district court, he argued
    only that his confession was involuntary because the police did not ad-
    minister Miranda warnings).
    No. 18-2576                                                    39
    copy or photograph books, papers, documents,
    data, photographs, tangible objects, buildings
    or places, or copies or portions of any of these
    items, if the item is within the government’s
    possession, custody, or control and … the item
    is material to preparing the defense.
    Fed. R. Crim. P. 16(a)(1)(E).
    Relatedly, Rule 12 provides that certain motions, includ-
    ing a request for “discovery under Rule 16,” “must be raised
    by pretrial motion if the basis for the motion is then reason-
    ably available and the motion can be determined without a
    trial on the merits.” Fed. R. Crim. P. 12(b)(3). Under this
    Rule, “[t]he court may … set a deadline for the parties to
    make pretrial motions,” and if no deadline is set, then “the
    deadline is the start of trial.” Fed. R. Crim. P. 12(c)(1). “If a
    party does not meet the deadline for making a Rule 12(b)(3)
    motion, the motion is untimely.” Fed. R. Crim. P. 12(c)(3).
    “But a court may consider the defense, objection, or request
    if the party shows good cause.” 
    Id. Rule 12
    thus “imposes an antecedent good-cause re-
    quirement when a defendant fails to file a timely motion.”
    United States v. McMillian, 
    786 F.3d 630
    , 636 (7th Cir. 2015). In
    other words, “if a defendant fails to raise a[n] … argument
    below—even if he does so under circumstances that suggest
    a forfeiture—we cannot proceed directly to a review of the
    district court’s actions for plain error.” United States v. Kelly,
    
    772 F.3d 1072
    , 1079 (7th Cir. 2014). Instead, we first must ask
    whether there was good cause for the failure. United States v.
    Johnson, 
    415 F.3d 728
    , 730–31 (7th Cir. 2005).
    40                                                        No. 18-2576
    Mr. Hopper offers no explanation for his trial counsel’s
    failure to request disclosure of the proffer letters under Rule
    16 or to otherwise assert Rule 16 as a basis for disclosure of
    the letters before the district court. Further, his counsel made
    no request for relief based on good cause before the district
    court or in this court. Absent a showing of good cause as re-
    quired by Rule 12, his claim is not subject to further review.
    United States v. Daniels, 
    803 F.3d 335
    , 352 (7th Cir. 2015);
    United States v. Hargrove, 
    508 F.3d 445
    , 450 (7th Cir. 2007).76
    2.
    Mr. Hopper further contends that “the district court
    erred in presuming that proffer letters are never” required to
    be disclosed under Brady v. Maryland, 
    373 U.S. 83
    (1963), or
    Giglio v. United States, 
    405 U.S. 150
    (1972).77 We review the
    district court’s determination that the proffer letters need not
    be disclosed for an abuse of discretion. United States v. Jumah,
    
    599 F.3d 799
    , 807 (7th Cir. 2010).
    At the hearing on Mr. Hopper’s motion, the discussion
    centered on our decision in Weidenburner, where we held
    that proffer letters “are not Giglio material or Jencks Act[78]
    statements.” 550 F. App’x at 304. In that case, the defendant
    moved for a new trial based on the Government’s assertion
    76 We note in passing that Mr. Hopper’s counsel had the information
    contained in the proffer letters, even though he did not have the letters
    themselves. He also was permitted to cross examine the witness about
    the proffer process. His client therefore suffered no prejudice from the
    absence of the letters.
    77   Appellant’s Br. 16.
    78   18 U.S.C. § 3500.
    No. 18-2576                                                             41
    that it could not locate copies of the proffer letters for two
    codefendants who testified against Weidenburner. 
    Id. Nei- ther
    witness disputed the existence of the proffer letters, and
    Weidenburner received copies of both witnesses’ plea
    agreements. 
    Id. Consequently, we
    rejected Weidenburner’s
    claim of nondisclosure as frivolous. 
    Id. Acknowledging that
    “Giglio requires disclosure of inducements for a witness[]’s
    testimony,” we reasoned that “the prosecutor fulfilled that
    obligation by producing the plea agreements, which de-
    scribe[d] the benefits [the witnesses] would receive for coop-
    erating.” 
    Id. Because “[t]he
    proffer letters were preliminary
    to the resulting plea agreements,” we concluded that “Giglio
    was satisfied by disclosure of the plea agreements.” 
    Id. Fur- ther,
    we determined that “the Jencks Act [wa]s irrelevant”
    because “[t]he proffer letters were statements of the prosecu-
    tor who wrote them,” not “factual narrative[s] useful for im-
    peachment.” 
    Id. at 305
    (internal quotation marks omitted).79
    79 At least one of our sister circuits also has held that “the government
    satisfied its obligations” by disclosing a cooperating witness’s plea
    agreement to the defense. United States v. Santisteban, 
    501 F.3d 873
    , 880
    (8th Cir. 2007). In Santisteban, the defendant alleged that the Govern-
    ment’s non-disclosure of the proffer letters sent to a cooperating witness
    “violated his due process right to receive exculpatory or impeachment
    evidence.” 
    Id. Because “the
    government had already provided [the wit-
    ness]’s plea agreement,” the district court “declined to compel the pro-
    duction” of the proffer letters. 
    Id. The Eighth
    Circuit held that there was
    no due process violation. 
    Id. “Regardless of
    any preliminary proffer
    agreements,” the court reasoned, “the formal plea agreement governed
    [the witness]’s cooperation, and it provided the jury with a sufficient ba-
    sis for judging the credibility of [his] testimony at trial.” 
    Id. The court
    concluded that “[t]he terms of the proffer letters were not material to the
    defense.” 
    Id. 42 No.
    18-2576
    In this case, the Government disclosed the cooperating
    witnesses’ plea agreements, which superseded the proffer
    letters and outlined the terms of the witnesses’ cooperation.
    The agreements provided a sufficient basis for Mr. Hopper’s
    counsel to impeach the Government’s witnesses and for the
    jury to assess the credibility of those witnesses. Therefore,
    the district court did not abuse its discretion when it denied
    Mr. Hopper’s motion for disclosure of the proffer letters.
    C.
    Next, Mr. Hopper challenges the district court’s finding
    that he was subject to a two-level sentence enhancement
    based on evidence that he maintained his Creal Springs resi-
    dence for the purpose of distributing methamphetamine.
    Mr. Hopper preserved this challenge by filing an objection to
    the application of the enhancement in the district court.
    Therefore, “we review the district court’s application of the
    U.S. Sentencing Guidelines de novo and its underlying factual
    findings for clear error.” United States v. Flores-Olague, 
    717 F.3d 526
    , 530 (7th Cir. 2013).
    The guidelines provide for a two-level sentence en-
    hancement “[i]f the defendant maintained a premises for the
    purpose of manufacturing or distributing a controlled sub-
    stance.” U.S.S.G. § 2D1.1(b)(12). This includes “storage of a
    controlled substance for the purpose of distribution.” 
    Id. cmt. n.17.
       The    application    notes    clarify   that
    “[m]anufacturing or distributing a controlled substance need
    not be the sole purpose for which the premises was main-
    tained, but must be one of the defendant’s primary or prin-
    cipal uses for the premises, rather than one of the defend-
    ant’s incidental or collateral uses for the premises.” 
    Id. Be- cause
    it is undisputed that Mr. Hopper “maintained” the
    No. 18-2576                                                     43
    Creal Springs house, which was his home, our review is lim-
    ited to whether distributing methamphetamine was a “pri-
    mary or principal” use of the home.
    “[T]o determine whether drug distribution was a prima-
    ry or incidental use, the district courts are not required to
    apply a simple balancing test that compares the frequency of
    unlawful activity at the residence with the frequency of law-
    ful uses.” United States v. Contreras, 
    874 F.3d 280
    , 284 (7th Cir.
    2017) (per curiam). That is because “such a test would im-
    munize every family home that is also used for drug distri-
    bution from being deemed an illegally maintained ‘premis-
    es,’” since “the amount of lawful activity in a home is all but
    certain to exceed the amount of illegal activity.” 
    Id. Instead, “the
    sentencing court should focus on both the frequency
    and significance of the illicit activities.” 
    Id. “Neither a
    specif-
    ic frequency nor a particular significance automatically war-
    rants applying the enhancement.” United States v. Sanchez,
    
    710 F.3d 724
    , 731 (7th Cir. 2013), vacated on other grounds,
    Sanchez v. United States, 
    571 U.S. 801
    (2013). “Rather, we con-
    sider the two in tandem and determine whether the prohib-
    ited purpose can be fairly described as a ‘primary or princi-
    pal’ use of the premises.” 
    Id. Factors relevant
    to this analysis
    include “quantities dealt, customer interactions, keeping
    ‘tools of the trade’ and business records, and accepting pay-
    ment.” 
    Contreras, 874 F.3d at 284
    .
    First, with respect to frequency, Mr. Hopper contends
    that Wright’s “vague and inconsistent testimony” at the sen-
    tencing hearing “was not enough” to establish the frequent
    use of his home to distribute drugs.80 He further asserts that
    80   Appellant’s Br. 45.
    44                                                        No. 18-2576
    “the district court failed to account for [his] affirmative deci-
    sion to stop using his home for drug distribution several
    months before the end of the charged conspiracy.”81 We con-
    clude that these contentions are without merit.
    Testimony introduced at Mr. Hopper’s trial and at the
    sentencing hearing highlighted that he distributed metham-
    phetamine from his home on approximately a weekly basis
    for the duration of the conspiracy. Wright testified that she
    had lived with Mr. Hopper at his Creal Springs home from
    about October 2015 until May 2017. During this time, meth-
    amphetamine “was always there” and she saw drugs in the
    home “[p]retty much every day.”82 Wright estimated that,
    while she lived with him, Mr. Hopper distributed metham-
    phetamine from his residence approximately “[w]eekly.”83
    She added, however, that toward the end of their time living
    together, Mr. Hopper’s drug selling diminished and he was
    “just using.”84
    Similarly, Shuman testified that Mr. Hopper distributed
    methamphetamine to him while Shuman was living at the
    81   
    Id. 82 R.125
    at 8.
    83   
    Id. at 10.
    84 
    Id. at 24:8–15
    (“Q. Ms. Wright, did you also add that most of the meth
    transactions that you were aware of occurred at Hopper’s brother’s
    house, Mark Hopper? A. I’ve never—I didn’t say that like that. That’s
    been taken out of context. I said that happened there, but everything was
    done in Creal in the very beginning, and then he slacked off, and to-
    wards the end of the relationship he was just using, he wasn’t selling
    it.”).
    No. 18-2576                                                              45
    Creal Springs home in December 2015 and January 2016. Af-
    ter Shuman returned from jail in early 2016, the two had an
    arrangement in which Mr. Hopper placed methampheta-
    mine for Shuman in the garage. Shuman, who was no longer
    living with Mr. Hopper, retrieved the drugs from the garage
    and left the money he owed Mr. Hopper in their place. Mul-
    tiple witnesses, including Craig, Holland, and Peyton, also
    testified that they observed Mr. Hopper sell methampheta-
    mine to other individuals at his home.
    This evidence that Mr. Hopper stored drugs at his house
    and regularly distributed methamphetamine to customers
    there for the better part of 2016 confirms that he used the
    house for the purpose of drug distribution with sufficient
    frequency.85 That Mr. Hopper conducted distribution activi-
    ties with less frequency toward the end of the conspiracy
    does not undermine this conclusion.
    Turning to the significance of the distribution activities,
    Mr. Hopper submits that “[t]he scope of drug activity at [his]
    85 See, e.g., United States v. Contreras, 
    874 F.3d 280
    , 284 (7th Cir. 2017)
    (concluding that “evidence of eight transactions, most within a
    two-month period, support[ed] the courts’ findings that significant deals
    were occurring frequently enough for the home to be deemed, in es-
    sence, a drug den for the purposes of § 2D1.1(b)(12)”); United States v.
    Winfield, 
    846 F.3d 241
    , 243 (7th Cir. 2017) (per curiam) (upholding appli-
    cation of enhancement based on evidence that “in the twelve weeks be-
    fore the raid, [an] informant bought drugs from Winfield at his apart-
    ment four times and spotted additional drugs and drug paraphernalia
    during each transaction”); United States v. Flores-Olague, 
    717 F.3d 526
    , 533
    (7th Cir. 2013) (holding that enhancement applied based on evidence that
    the defendant “sold and stored drugs at his home” and “did so ‘on a dai-
    ly basis’ over a three-year period”).
    46                                                            No. 18-2576
    home was not significant enough to warrant the enhance-
    ment.”86 Again, the testimony adduced at trial and at sen-
    tencing amply demonstrated that Mr. Hopper carried on
    significant aspects of his distribution business from his
    home.
    We have already observed that there was substantial tes-
    timony that Mr. Hopper stored and distributed metham-
    phetamine at his house.87 In this respect, Wright testified
    that Mr. Hopper had drug scales at the Creal Springs home,
    which he used “[t]o weigh out the product.”88 Further, we
    consider evidence of financial transactions in the home to be
    significant activity for the purpose of distributing drugs.89
    Here, Williams testified that, when customers owed
    Mr. Hopper money, Williams occasionally brought these in-
    86   Appellant’s Br. 47.
    87 See, e.g., 
    Contreras, 874 F.3d at 284
    (upholding application of enhance-
    ment based on “evidence that drugs were shipped to and stored at Con-
    treras’s home” and that “Contreras accepted payment for drugs at his
    home”). We have also recognized that keeping “tools of the trade” on the
    premises may indicate “that drug trafficking was the principal use of the
    premises.” United States v. Thomas, 
    845 F.3d 824
    , 834 (7th Cir. 2017) (in-
    ternal quotation marks omitted) (upholding application of enhancement
    where a “search of the home yielded a digital scale, a cutting agent, and
    plastic sandwich baggies with the corners cut out”).
    88   R.125 at 9.
    89 See United States v. Sanchez, 
    710 F.3d 724
    , 732 (7th Cir. 2013), vacated on
    other grounds, Sanchez v. United States, 
    571 U.S. 801
    (2013) (noting that “in
    conducting this large drug trade, Sanchez used his residence not only for
    the drop-off, storage, and pick-up of drugs, but also as a secure place to
    settle the financials”), vacated on other grounds, Sanchez v. United States,
    
    571 U.S. 801
    (2013) .
    No. 18-2576                                                               47
    dividuals to the house to settle their debt with Mr. Hopper.
    Wright also acknowledged that Mr. Hopper collected money
    from individuals who bought methamphetamine at his
    home. Finally, testimony that the defendant’s “only regular
    and reliable source of income stemmed from proceeds of
    drug trafficking activities” is evidence that the distribution
    of drugs from his home was significant to his livelihood.90
    For this reason, it is meaningful that Wright testified that
    Mr. Hopper had received money from a settlement and had
    a “side business” buying and selling cars, but that he did not
    “officially work.”91
    In sum, we conclude that there was evidence of frequent,
    significant drug distribution activities at Mr. Hopper’s
    home. Therefore, the district court properly determined that
    Mr. Hopper was subject to the sentence enhancement for
    maintaining a drug premises.
    D.
    Finally, we turn to Mr. Hopper’s claim that the district
    court erred in determining his guidelines range because it
    adopted an incorrectly calculated relevant conduct finding
    from the PSR. He contends that most of the relevant conduct
    was based on drug amounts identified in interviews the
    90 
    Flores-Olague, 717 F.3d at 533
    ; see also 
    Winfield, 846 F.3d at 243
    (noting
    that “Winfield at the time of his arrest was ‘primarily living off proceeds
    from drug sales’”); 
    Sanchez, 710 F.3d at 732
    (reasoning that because
    “Sanchez had no legitimate job and no source of income beyond his drug
    sales,” “the illicit transactions occurring at the premises were signifi-
    cant—in quantity, in scope, and in importance to Sanchez’s livelihood”).
    91   R.125 at 32.
    48                                                  No. 18-2576
    probation office conducted with Holland and Riley. Accord-
    ing to Mr. Hopper, in their separate interviews, Holland and
    Riley were actually referring to the same transactions. Thus,
    by including the drug amounts described in both Holland
    and Riley’s interviews in the calculation of Mr. Hopper’s rel-
    evant conduct, the district court double-counted the same set
    of drugs.
    Mr. Hopper did not challenge the relevant conduct calcu-
    lation in his objection to the initial PSR, his objection to the
    second revised PSR, or at the sentencing hearing. Therefore,
    we review his claim for plain error only. Fed. R. Crim. P.
    52(b) (“A plain error that affects substantial rights may be
    considered even though it was not brought to the [district]
    court’s attention.”). We have discretion to remedy the for-
    feited error provided that Mr. Hopper has satisfied the fol-
    lowing conditions: (1) there is an error “that has not been in-
    tentionally relinquished or abandoned”; (2) the error is
    “plain—that is to say, clear or obvious”; (3) the error “affect-
    ed the defendant’s substantial rights”; and (4) the error “se-
    riously affects the fairness, integrity or public reputation of
    judicial proceedings.” Molina-Martinez v. United States, 
    136 S. Ct. 1338
    , 1343 (2016) (quoting United States v. Olano, 
    507 U.S. 725
    , 736 (1993), superseded on other grounds by rule, Fed.
    R. Crim. P. 24(c) (1999)); see also United States v. Pierson, 
    925 F.3d 913
    , 919 (7th Cir. 2019).
    The Supreme Court’s recent jurisprudence has clarified
    the application of the third and fourth prongs in the context
    of sentencing errors. To demonstrate that the error affected
    his substantial rights, “in the ordinary case,” the defendant
    must “show a reasonable probability that, but for the error,
    the outcome of the proceeding would have been different.”
    No. 18-2576                                                           49
    
    Molina-Martinez, 136 S. Ct. at 1343
    (internal quotation marks
    omitted). According to the Court, “[w]hen a defendant is
    sentenced under an incorrect Guidelines range—whether or
    not the defendant’s ultimate sentence falls within the correct
    range—the error itself can, and most often will, be sufficient
    to show a reasonable probability of a different outcome ab-
    sent the error.” 
    Id. at 1345.
    “That probability is all that is
    needed to establish an effect on substantial rights for pur-
    poses of obtaining relief under Rule 52(b).” 
    Id. at 1349.
    Fur-
    ther, “[i]n the ordinary case, … the failure to correct a plain
    Guidelines error that affects a defendant’s substantial rights
    will seriously affect the fairness, integrity, and public reputa-
    tion of judicial proceedings.” Rosales-Mireles v. United States,
    
    138 S. Ct. 1897
    , 1911 (2018). In other words, “[a] plain Guide-
    lines error that affects a defendant’s substantial rights is pre-
    cisely the type of error that ordinarily warrants relief under
    Rule 52(b).” 
    Id. at 1907.
         To calculate Mr. Hopper’s relevant conduct, the PSR to-
    taled the drug amounts described in four separate inter-
    views with other participants in the conspiracy.92 In particu-
    lar:
    On August 24, 2016, Lucas Holland participat-
    ed in an interview with investigating agents.
    Holland divulged that he received four ounces
    of ice every day for a month from Randall Ri-
    ley; of the four ounces, he would give the de-
    92 Though the probation office revised Mr. Hopper’s PSR twice before
    sentencing, the relevant conduct calculations did not change. For pur-
    poses of this discussion, we reference the most recent version of the re-
    port, the second revised PSR.
    50                                                   No. 18-2576
    fendant one ounce on each occasion. (30 ounc-
    es = 850 grams)[93]
    On February 14, 2017, Randall Riley was inter-
    viewed by investigating agents. Riley stated
    that from January through March, he sold one
    ounce of ice every day to the defendant for
    $1,100. (28 days [February] x 28.35 grams = 793
    grams)[94]
    On May 4, 2017, Erin Wright participated in an
    interview with agents. … Wright stated she
    traveled with Hopper on ten occasions to pick
    up ice from Gary Mims in Cape Girardeau. She
    stated on average, they would obtain an ounce
    of ice per visit (10 ounces or 283.5 grams of
    ice).[95]
    On July 19, 2017, Erin Wright was inter-
    view[ed] by investigating agents. According to
    Wright, the defendant purchased ice from
    Robert Weir from October or November 2015
    until Weir was arrested in March 2016. Wright
    estimated that the defendant would purchase
    3.5 grams to 28 grams per week, conservative-
    ly. (12 weeks [December—February] x 3.5
    grams = 42 grams)[96]
    93   R.94 ¶ 12.
    94 
    Id. ¶ 14.
    95   
    Id. ¶ 19.
    96   
    Id. ¶ 20.
    No. 18-2576                                                 51
    The PSR explained that Mr. Hopper’s “relevant conduct is
    outlined in bold above and involves the amounts obtained
    by the defendant, which he then distributed to others.”97
    Further, the PSR noted that “[t]he amount of ice that the de-
    fendant distributed was not counted to avoid double count-
    ing.”98 As demonstrated by the following chart, adding the
    drug amounts described above, the PSR totaled Mr. Hop-
    per’s relevant conduct to be 1.9685 kilograms of ice meth-
    amphetamine.
    Interviewee          Drug Amount
    Holland                850 grams
    Riley                793 grams
    Wright               283.5 grams
    Wright                42 grams
    1,968.5 grams
    Total
    (1.9685 kilograms)
    We agree with Mr. Hopper that the district court plainly
    erred in adopting the PSR’s relevant conduct calculation.
    First, we conclude that Mr. Hopper did not “intentionally
    relinquish[] or abandon[]” this challenge. 
    Molina-Martinez, 136 S. Ct. at 1343
    . Neither party objected to the relevant con-
    duct calculation prior to or during the sentencing hearing.
    At sentencing, the district court adopted the findings of the
    PSR, including the relevant conduct calculation, without fur-
    97   
    Id. ¶ 21.
    98   
    Id. 52 No.
    18-2576
    ther comment. “Given the complexity” of calculating a de-
    fendant’s guidelines range, “district courts sometimes make
    mistakes.” 
    Rosales-Mireles, 138 S. Ct. at 1904
    . Accordingly,
    “when a district court’s sentencing of a defendant within the
    framework of an incorrect Guidelines range goes unnoticed
    by the parties as well,” a defendant is “not entirely without
    recourse.” 
    Id. (internal quotation
    marks omitted).
    Second, the error here was plain. At trial, Holland, Riley,
    and Weir all testified that, together with Mr. Hopper, they
    pooled their money over approximately a month-long peri-
    od sometime between late 2015 and early 2016 to purchase
    methamphetamine from a source in Cape Girardeau, Mis-
    souri. Mr. Hopper, Weir, or both brought the money to Ri-
    ley’s home, where Holland also lived. Holland and Riley
    drove to Missouri to obtain the drugs. When they returned,
    the group met at either Riley’s home or Mr. Hopper’s home
    to divide up the drugs. Holland, Riley, and Weir all de-
    scribed how the group pooled their money to purchase four
    ounces of methamphetamine at a time, which they divided
    into equal, one-ounce shares.
    In context of the testimony presented at trial, it is clear
    that Holland and Riley were describing the same pooling
    arrangement during their separate interviews with the pro-
    bation office. The amounts attributed to Holland and Riley
    in the PSR differ only because Riley’s more specific state-
    ments prompted the Government to use a 28-day month in-
    stead of a 30-day month to calculate the total amount of
    methamphetamine described. Regardless, the trial testimony
    consistently showed that Mr. Hopper, Holland, Riley, and
    Weir participated in a pooling arrangement and that follow-
    ing each purchase, each member of the group obtained one
    No. 18-2576                                                  53
    ounce of methamphetamine. Because Holland and Riley
    were describing the same set of transactions, it was plainly
    erroneous to include the drug amounts described in both in-
    terviews in calculating Mr. Hopper’s relevant conduct.
    Third, we hold that this plain error affected Mr. Hopper’s
    substantial rights because it increased his base offense level
    and his corresponding guidelines imprisonment range. Mo-
    
    lina-Martinez, 136 S. Ct. at 1346
    (“In most cases a defendant
    who has shown that the district court mistakenly deemed
    applicable an incorrect, higher Guidelines range has demon-
    strated a reasonable probability of a different outcome.”). At
    sentencing, the district court adopted the PSR’s relevant
    conduct calculation of 1.968 grams of ice methamphetamine,
    which resulted in a base offense level of 36. Applying the
    two-level enhancement for maintaining a residence for the
    purpose of distributing methamphetamine, the court calcu-
    lated a total offense level of 38. With a criminal history cate-
    gory of I, the corresponding guidelines imprisonment range
    was 235 to 293 months. The court sentenced Mr. Hopper to
    235 months’ imprisonment, which is “conspicuous for its po-
    sition as the lowest sentence within what the [d]istrict
    [c]ourt believed to be the applicable range.” 
    Id. at 1347.
        If we count the drugs described by Holland and Riley on-
    ly once, Mr. Hopper’s base offense level falls to 34. Assum-
    ing for purposes of this calculation that the relevant month
    was 30 days and, consistent with the testimony at trial, that
    Mr. Hopper received one ounce of methamphetamine ice per
    transaction, the resulting drug quantity is 850 grams. Add-
    ing these 850 grams to the drug amounts described by
    Wright, the total quantity is only 1,175.5 grams, or 1.1755
    kilograms, as shown in the following chart:
    54                                                 No. 18-2576
    Interviewee           Drug Amount
    Holland/Riley            850 grams
    Wright               283.5 grams
    Wright                 42 grams
    1,175.5 grams
    Total
    (1.1755 kilograms)
    This amount is significantly below the 1.5-kilogram
    threshold that would trigger a base offense level of 36. See
    U.S.S.G. § 2D1.1(c)(2). At a base offense level of 34, applying
    the two-level drug premises enhancement, Mr. Hopper’s to-
    tal offense level would be 36. With a criminal history catego-
    ry of I, the corresponding guidelines imprisonment range
    would be 188 to 235 months. At sentencing, the district court
    “said nothing to suggest that it would have imposed” a sen-
    tence of 235 months “regardless of the Guidelines range.”
    
    Molina-Martinez, 136 S. Ct. at 1348
    . Consequently, “there is at
    least a reasonable probability that the [d]istrict [c]ourt would
    have imposed a different sentence had it known that” a low-
    er sentence was appropriate. Id.; United States v. Adams, 
    746 F.3d 734
    , 743 (7th Cir. 2014) (“When a district court incor-
    rectly calculates the guideline range, we normally presume
    the improperly calculated guideline range influenced the
    judge’s choice of sentence, unless he says otherwise.”).
    Fourth, we conclude that Mr. Hopper satisfied the last
    prong of the plain-error analysis. “The risk of unnecessary
    deprivation of liberty particularly undermines the fairness,
    integrity, or public reputation of judicial proceedings in the
    context of a plain Guidelines error because of the role the
    district court plays in calculating the range and the relative
    No. 18-2576                                                                 55
    ease of correcting the error.” 
    Rosales-Mireles, 138 S. Ct. at 1908
    . This conclusion is especially forceful where, as here,
    the error “was based on a mistake made in the presentence
    investigation report by the Probation Office, which works on
    behalf of the [d]istrict [c]ourt.” 
    Id. Therefore, we
    conclude
    that resentencing based on recalculation of Mr. Hopper’s
    relevant conduct is required.99
    The Government insists that any error in calculating
    Mr. Hopper’s relevant conduct was harmless because the
    district court actually “severely undercounted” the amount
    of drugs attributable to Mr. Hopper.100 According to the
    Government, the district court should have attributed to
    Mr. Hopper the entire amount purchased by Mr. Hopper,
    Holland, Riley, and Weir each time they pooled their money
    together because “[t]he entire four ounces was foreseeable
    relevant conduct” to Mr. Hopper.101 The Government con-
    cedes that it failed to challenge the relevant conduct calcula-
    99See, e.g., United States v. Garrett, 
    528 F.3d 525
    , 530 (7th Cir. 2008) (hold-
    ing that plain error in calculating the defendant’s criminal history points,
    which resulted in a higher guidelines range, required resentencing be-
    cause we had “no reason to believe” that the district court’s error “did
    not affect its selection of the particular sentence”).
    100   Appellee’s Br. 49.
    101 
    Id. at 50;
    see U.S.S.G. § 1B1.3(a)(1)(B) (providing that, “in the case of a
    jointly undertaken criminal activity,” a defendant’s base offense level
    shall be determined based on “all acts and omissions of others” that were
    “(i) within the scope” of the conspiracy; “(ii) in furtherance of” the con-
    spiracy; and “(iii) reasonably foreseeable in connection with” the con-
    spiracy).
    56                                                  No. 18-2576
    tion before the district court but explains that “it most likely
    would not have affected the advisory guideline range.”102
    We have recognized that “an appellate court can affirm
    the determination of a sentencing range ‘on any ground
    supported by the record even if that ground was not relied
    upon by the district court.’” United States v. Benitez, 
    92 F.3d 528
    , 538 (7th Cir. 1996) (quoting United States v. Rivera, 
    6 F.3d 431
    , 447 (7th Cir. 1993)). But the Government has not offered,
    nor have we located, any authority to suggest that we can
    rely on a relevant conduct calculation not presented to the
    district court to affirm a defendant’s sentence. Indeed, our
    decision in United States v. Henderson, 
    58 F.3d 1145
    (7th Cir.
    1995), suggests quite the opposite.
    In that case, a jury found Henderson guilty of conspiracy
    to distribute cocaine base and distributing cocaine base. 
    Id. at 1147.
    At sentencing, the district court attributed to Hen-
    derson the 18 grams of cocaine he was convicted of selling.
    
    Id. at 1151.
    The court also attributed ten percent of the
    amounts       of    cocaine    described   by     Henderson’s
    co-conspirator. 
    Id. The court
    explained that it did not accept
    the full amount claimed by his co-conspirator because of
    “the ‘vagueness and generalized’ nature” of the co-
    conspirator’s testimony “and the lack of money to support
    his contentions that he sold such large amounts of drugs.”
    
    Id. Henderson challenged
    the amount of drugs the district
    court attributed to him, arguing that “by accepting only 10%
    of [the co-conspirator’s] testimony, the court did not simply
    act conservatively, but instead indicated its belief that [the
    102   Appellee’s Br. 50 n.6.
    No. 18-2576                                                  57
    co-conspirator’s] information was not sufficiently reliable to
    support any amounts above the 18 grams.” 
    Id. We agreed
    that the court clearly erred because it “did not have suffi-
    cient faith” in the co-conspirator’s testimony “to use it as the
    basis for attributing further amounts to Henderson.” 
    Id. at 1152.
        The Government submitted, however, that remand was
    not required because other calculations would result in drug
    amounts within the range applied by the district court. 
    Id. For instance,
    the Government contended that we could cal-
    culate the drug quantity by multiplying the number of used
    plastic baggies by the amount of cocaine typically packaged
    in each baggie. 
    Id. at 1153.
    Although we were “fairly certain
    that this calculation … would adequately sustain the court’s
    determination,” we declined to “embrace it ourselves.” 
    Id. We explained
    that “[t]he government first presented this cal-
    culation on appeal,” such that “the district court, which has
    sentencing responsibility, [] had no opportunity to consider
    it.” 
    Id. The Government
    also proposed that we could deter-
    mine the drug quantity based on the amount of money
    seized from Henderson and from a drug location on the day
    of his arrest. 
    Id. We declined
    this suggestion, reasoning that
    “while the government introduced this evidence at trial, it
    did not present the calculations at sentencing.” 
    Id. Conse- quently,
    we left “the initial consideration of these sentencing
    issues to the district court on remand.” 
    Id. For the
    same reasons, we decline to affirm Mr. Hopper’s
    sentence based on relevant conduct calculations that the
    Government presented for the first time on appeal. Because
    neither party challenged the relevant conduct calculations
    below, “the district court, which has sentencing responsibil-
    58                                                   No. 18-2576
    ity,” 
    id., had no
    opportunity to consider any arguments re-
    garding the proper calculation of Mr. Hopper’s relevant
    conduct. The parties must present their drug quantity calcu-
    lations to the district court to consider in the first instance on
    remand.
    Conclusion
    For the foregoing reasons, we affirm Mr. Hopper’s con-
    viction for conspiracy to distribute methamphetamine and
    affirm the district court’s determination that he was subject
    to a sentence enhancement for maintaining a residence for
    the purpose of distributing methamphetamine. We vacate
    his sentence and remand his case to the district court for re-
    sentencing based on our conclusion that there was plain er-
    ror in the calculation of Mr. Hopper’s relevant conduct.
    AFFIRMED IN PART,
    VACATED AND REMANDED IN PART