Plaintiffs-appellants Anderson News, L.L.C., and Anderson Services, L.L.C., (together, "Anderson") appeal from an award of summary judgment to defendants on Anderson's allegation that, in early 2009, defendants conspired to boycott Anderson and drive it out of business, in violation of section 1 of the Sherman Act,
In an effort to decrease the financial burden imposed on it by publishers' practice of shipping many more magazines than are sold, in mid-January 2009 *91Anderson announced that it would begin charging publishers a delivery surcharge of $0.07 per magazine shipped, and called for agreement to the surcharge before February 2009 "to ensure future distribution." J.A. 1450.
The District Court granted summary judgment to defendants on Anderson's antitrust and state law claims, and to Anderson on the counterclaims. Anderson now argues that the District Court ignored or too heavily discounted much of the evidence that Anderson presented in support of its claims, and maintains that it has offered sufficient evidence from which a jury could reasonably conclude that defendants entered into an unlawful agreement to refuse to deal with Anderson and to drive it out of business. Reviewing the evidence in light of the totality of the circumstances and under the Matsushita "tends to exclude" standard, Matsushita Elec. Indus. Co. v. Zenith Radio Corp. ,
BACKGROUND
I. Factual background
The following statement of facts is drawn from the District Court's thorough recitation, supplemented by the parties' statements of undisputed fact under Federal Rule of Civil Procedure 56.1 and primary documents such as emails and other correspondence that are contained in the record. Although significant changes have doubtless since transpired, we describe relevant facts in this industry as they stood in 2008-2009, when the events in question occurred, as reflected by the record evidence.
In the United States, in 2009, publishers primarily sold magazines in two ways: by subscription and by single-copy purchase at a newsstand, supermarket, or another retailer. The single-copy magazine industry, which is our focus in this case, had long operated through four distinct levels of enterprise:
First, publishers created and produced magazines. Defendants Time Inc. ("Time"), American Media, Inc. ("AMI"), Bauer Publishing Co., LP. ("Bauer"), Rodale, Inc. ("Rodale"), and Hachette Filipacchi Media, U.S., Inc. ("Hachette") published a variety of magazines ranging from familiar titles like People and Star to more obscure titles like Yikes! and Twist . As of 2008, just before the events at issue here took place, sales of defendants' magazines constituted 42% of the U.S. single-copy market.
*92Second, distributors provided a variety of services, including marketing and billing services, to publishers. In 2008, four major distributors operated in the United States: defendants Time/Warner Retail Sales & Marketing, Inc. ("TWR"), Curtis Circulation Company ("Curtis"), Kable Distribution Services, Inc. ("Kable"), and non-defendant Comag. TWR represented only Time; Kable represented Bauer; Curtis represented Rodale, AMI, and Hachette; and defendant Distribution Services, Inc. ("DSI"), a wholly owned subsidiary of AMI, provided consulting and marketing services to AMI, Bauer, Rodale, and Hachette. Together, TWR, Curtis, and Kable served as national distributors for 75% of the single-copy magazine market in 2008.
Third, wholesalers served as middlemen between publishers and retailers. Wholesalers received magazines from publishers, delivered magazines to retailers, and set up in-store displays of those magazines for retailers. Once the magazines reached their "off-sale" date (that is, they were no longer current), wholesalers retrieved and disposed of the unsold magazines. In 2008, the U.S. market was occupied by four major wholesalers: Anderson News, Source Interlink Distribution, L.L.C. ("Source"), The News Group, LP ("TNG"), and Hudson News Distributors LLC ("Hudson"). As of late 2008, these wholesalers together distributed 93% of magazines in the single-copy market, and Anderson News served as wholesaler for approximately 30% of all single-copy magazines distributed in the United States.
As an ancillary matter, many wholesalers used logistics affiliates to coordinate the wholesalers' delivery and disposal services. Anderson Services was Anderson News's logistics affiliate. Many wholesalers also engaged delivery services to deliver magazines to retailers. Anderson Services and TNG's logistics affiliate shared ownership of two such services: ProLogix Distribution Services (East), LLC ("ProLogix East") and ProLogix Distribution Services (West), LLC ("ProLogix West").
At the fourth distinct level, retailers sold magazines to customers. During the relevant period, key retailers in the nation included Wal-Mart Stores, Inc. ("Wal-Mart") and The Kroger Co. ("Kroger"). To reduce their logistical costs, retailers generally demanded that all of their retail outlets be serviced by a single wholesaler.
Before the early 2000s, single-copy magazines moved through each level of the industry as follows: Publishers sold magazines to wholesalers at a certain discount from the cover price. Wholesalers in turn sold magazines to retailers at a slightly lower discount, and retailers sold to consumers at the cover price. Wholesalers collected unsold magazines and refunded retailers for them. Publishers then refunded wholesalers for unsold magazines. As the District Court recognized, even with a buy-back guarantee, publishers had an incentive to and therefore did sell wholesalers more magazines in the first instance than are likely to be bought, to prevent retailers from experiencing a shortfall and thereby missing out on potential sales. This overselling practice imposed a burden on wholesalers, which then had to retrieve and account for the unsold magazines.
In the early 2000s, retailers implemented a new accounting and payment method called scan-based trading. In this method, retailers obtain magazines from wholesalers on a consignment basis. They then track sales precisely by using bar codes, and they do not pay wholesalers for magazines until the magazines are actually sold to consumers. This eases the wholesalers' burden of tracking the numbers of unsold magazines at retail outlets. It also, however, forces wholesalers to bear related inventory costs-the cost of magazines sitting *93on the shelves-because wholesalers must purchase magazines from publishers up front and receive no payment from retailers for those magazines until they are sold.
In January 2009, in an attempt to shift these costs further up the supply chain to publishers, and after some years of debate in the industry on related practices, Anderson-which enjoyed a 30% market share of the wholesaler business-decided to announce that publishers would from that time on be required to assume the inventory costs and pay a surcharge of $0.07 on each magazine that Anderson delivered to retailers on their behalf (the "Program"). Anderson had in the past tried to shift these costs to publishers, but without success: the publishers had resisted its efforts. Given these prior failures, Anderson formulated a new strategy to force publishers to accept the surcharge. This strategy had two parts: First, Anderson obtained commitments from Wal-Mart and Kroger, the two biggest single-copy magazine retailers, to refuse to accept shipments from wholesalers other than Anderson during Anderson's short-fuse negotiations with the publishers. Second, Anderson Services planned to use its ownership share in one of its logistics affiliates, ProLogix East, to pressure publishers by suspending delivery services for all publishers' magazines to retailers within ProLogix East's delivery areas until recalcitrant publishers gave in and agreed to pay the surcharge. These combined actions, Anderson reasoned, would move publishers by depriving them of single-copy magazine income until they and Anderson reached an accord.
Anderson launched its plan in mid-January 2009. On January 12 and 13, Charles Anderson, Jr., the owner of Anderson News and manager of Anderson Services, met privately with a number of publishers, including defendants Time, AMI, and Bauer, and outlined his proposed cost-shifting measures and the $0.07 surcharge. On January 14, Mr. Anderson publicly announced the Program in a conference call hosted by a magazine-industry publication. During the conference call, Mr. Anderson explained his reasons for implementing the Program as stemming in part from how "over the last 10 years [Anderson's] profits have eroded to nothing and into significant losses ... so we think that the time has come to make some significant changes so that we can continue as a viable, cost effective method of distributing magazines." J.A. 919. When asked whether the publishers' acceptance of the Program would result in a "financially sound magazine distribution channel," though, Mr. Anderson was unable to provide any reassurances about his company's viability: "I can't tell you what the future holds as no one can with unemployment going the way it is. With the factors that we've got today, I'm just not going to predict it." Id. at 931. Mr. Anderson was also challenged about the timing of his Program, given the "distress[ed] situation of publishing" and the public announcement made the previous day that "advertising pages for the last quarter of the year fell by 17%, 11% for the whole year...." Id. at 926-27. He was asked, "[I]s your request for very substantial publishing financial commitment, is this a good time for it?" Id. Mr. Anderson responded, "I am fully cognizant of what is going on in the industry.... We know how difficult it is. It's not that we want to do anything like this, is the timing good? Of course not. But now is the time that we have to do this." Id. Moreover, Mr. Anderson seemed to suggest that the $0.07 per copy surcharge was not a negotiable figure, noting, "[I]f we negotiated the rate then it would not be fair so the answer is we really believe that the 7 cent number is the number." Id. at 922. Mr. Anderson *94then confirmed that if publishers did not agree to the Program, Anderson would refuse to ship magazines for those publishers as of February 1. Id. at 922-23. And finally, he noted the possibility that Anderson might exit the business if not enough publishers signed on to his Program: "[W]hy should we continue to lose money in a business that doesn't ... give us any return?" Id. at 927-28.
On the heels of the announcement, the president of Anderson News, Frank Stockard, wrote to publishers giving them a deadline of January 23 to agree to the proposed surcharge "to ensure future distribution" in February and, implicitly, thereafter. J.A. 1450. Concurrently with Anderson's announcements, by letter dated January 19, Source (a wholesaler in competition with Anderson) wrote to at least several publishers announcing that it, too, would impose a $0.07 surcharge on each magazine it distributed. These announcements followed several phone calls between Mr. Anderson and Source President James Gillis in December 2008 and January 2009.
Anderson's announcement sparked a flurry of communications between and among defendants and between defendants and non-parties, as described in detail by the District Court. See Anderson News, L.L.C. v. American Media, Inc. (Anderson III ),
During the short time period between Anderson's January 14 announcement and the February 1 deadline, the defendants' actions varied. When Mr. Anderson described his individual meetings with certain defendants to inform them of the Program on January 12 and 13, Mr. Anderson observed that in contrast to his meetings with Time, AMI, and Hachette, which were "open" and "there was good dialogue," Bauer's immediate reaction was "[N]o, we're not going to do it, absolutely not. And it was firm, it was very, very firm.... [I]t was not open dialogue." J.A. 172-73. On January 26, Anderson sent another letter to address "common misconceptions" regarding its Program. In that letter, Anderson asked publishers to respond by January 28, and emphasized that, although "Anderson has made proposals like this in the past," it was not "bluffing" with the current proposal now that "Anderson [had been] forced to take urgent action on its own." C.A. 300. Thus, as the February 1 deadline approached, many other defendants attempted to negotiate with Anderson: Curtis CEO Robert Castardi reached out to Anderson News President Frank Stockard at least a few times, noting in an email, "I have been asking for discussions with [Anderson] for the past week; to no avail." J.A. 640, 793, 795, 801. An internal email between Stockard and Mr. Anderson noted that Castardi was *95"trying to help." Id. at 795. The record also suggests that Kable expressed willingness to negotiate with Anderson. Id. at 131, 1567. Time and TWR seemed to come closest to an agreement with Anderson: On January 27, 2009, TWR requested a deadline extension while offering to provide a two-point discount on Time magazines. That same day, Mr. Anderson rejected Time's proposed deal. Notably, two days after rejecting Time/TWR's request for an extension, Anderson entered into an arrangement similar to that proposed by Time with another publisher, Comag.
By February 1, Hachette and Rodale agreed to pay the proposed surcharge on certain titles for the month of February, and Curtis continued to facilitate shipments on behalf of Hachette and Rodale after the February 1 deadline. AMI continued to ship some of its monthly magazines for February on uncertain terms (although it made alternative arrangements for its other magazines). Time, Hachette, and Bauer ended up rejecting Anderson's proposed surcharge and made alternative shipping arrangements for their magazines in February: they each would ship through TNG instead of Anderson. No defendant agreed before the February 1 deadline to pay the surcharge on a long-term basis. The defendants were not alone in making this decision: Ultimately, 1,484 of 1,570 publishers, or approximately 95% of all publishers nationwide, had not agreed to Anderson's terms as of February 1, 2009.
In the face of this general reaction, immediately after February 1, Anderson implemented what it called its "going dark" strategy-conveying an ultimatum, in a last-ditch effort to convince the publishers to accept the surcharge. It reaffirmed that key retailers Wal-Mart and Kroger would not accept magazines from wholesalers other than Anderson in February and on Saturday, February 7, it announced by press release that on Monday, February 9, its affiliate ProLogix East would halt magazine deliveries to retailers, including deliveries for major wholesaler TNG.
In response, a TNG subsidiary brought suit in the United States District Court for the District of Delaware, seeking a temporary restraining order that would require ProLogix East to deliver TNG's magazines to retailers pending adjudication of its claims against Anderson. On February 9, 2009, the court issued the requested order. According to Mr. Anderson, the issuance of this temporary restraining order meant "game over" for Anderson News. J.A. 225. Soon after, in March 2009, Anderson ceased doing business altogether and began bankruptcy proceedings.
II. Procedural history
On March 10, 2009, Anderson News and Anderson Services filed a complaint in the United States District Court for the Southern District of New York, naming AMI, Bauer, Curtis, DSI, Hachette, Kable, Rodale, Time, and TWR as defendants. They alleged: first, an unlawful group boycott of Anderson in violation of the Sherman Act,
Defendants successfully moved under Rule 12(b)(6) to dismiss the complaint. Anderson News, L.L.C. v. American Media, Inc. (Anderson I ),
Anderson appealed, and in 2012 we vacated the District Court's dismissal and remanded for further proceedings, ruling that Anderson should have been permitted to file an amended complaint. Anderson News, L.L.C. v. American Media, Inc. (Anderson II ),
On remand, in September 2012, Anderson filed an amended complaint and the parties proceeded to discovery. After two years of discovery, defendants moved for summary judgment and Anderson cross-moved for summary judgment on counterclaims filed by AMI, Hearst Communications, Inc. ("Hearst") (as successor to Hachette), and Time, in which those defendants charged Anderson with engaging in an illegal price-fixing conspiracy and unlawfully inducing retailers to boycott non-compliant publishers.
In August 2015, the District Court granted summary judgment for defendants. Anderson III ,
In conjunction with its merits decision, the District Court issued a separate opinion and order in which it granted in part defendants' motion to exclude some of the testimony offered by one of Anderson's experts, Dr. Leslie Marx.
*97Anderson News, L.L.C. v. American Media, Inc. (Anderson IV ), No. 09 Civ. 2227,
On AMI, Hearst, and Time's counterclaims, the District Court granted summary judgment to Anderson. Defendants argued that Anderson and Source's proposed surcharge was the result of an illegal price-fixing agreement between the two wholesalers that was injurious to defendants. Anderson III ,
Anderson's timely appeal followed, as did the cross-appeal filed by AMI, Hearst, and Time.
DISCUSSION
We review the District Court's grants of summary judgment de novo , and "will affirm only if, after construing the evidence in the light most favorable to the non-moving party and drawing all reasonable inference in its favor, ... there is no genuine dispute as to any material fact and the movant is entitled to judgment as a matter of law." In re Publ'n Paper Antitrust Litig. (Publ'n Paper ),
I. Sherman Act claim
Section 1 of the Sherman Act provides: "Every contract, combination in the form of trust or otherwise, or conspiracy, in restraint of trade or commerce ... is ... illegal."
All parties on appeal accept that the group boycott alleged (to decline to deal with Anderson and thereby reduce wholesaler competition by putting Anderson out of business) would be illegal. See Klor's, Inc. v. Broadway-Hale Stores, Inc. ,
In the field of antitrust law, "summary judgment serves a vital function"-it "avoid[s] wasteful trials and prevent[s] lengthy litigation that may have a chilling effect on pro-competitive market forces." Publ'n Paper ,
Accordingly, to raise a genuine issue of material fact as to an antitrust conspiracy, the plaintiff must present direct or circumstantial evidence that "tends to exclude the possibility that the alleged conspirators acted independently." Matsushita ,
Anderson claims that on January 15, 2009, the defendants entered into an illegal agreement with each other to drive Anderson out of business and to reduce competition in the wholesaler market. See Areeda & Hovenkamp, Antitrust Law , ¶ 1409, at 64 (noting that to avoid confusion when considering the validity of an antitrust conspiracy claim, we must "ask precisely, 'Who was in agreement with *99whom and about what?' "). Defendants counter that, after attempting to negotiate the terms of the Program, evaluating how much the Program would cost, gathering industry information, and considering alternative wholesaler options, they each independently rejected the terms of Anderson's Program in favor of hiring an alternative, lower-cost wholesaler. Anderson must therefore present sufficient evidence to show that a reasonable jury could determine that defendants' rejection of Anderson's Program more likely than not occurred as a result of an illegal agreement among defendants, rather than due to each defendant's independent business decision to seek a lower cost alternative. If, however, we determine that "the proffered evidence is equally consistent with competition and collusion, then no fact issue of collusion is established," and we must rule in favor of defendants. Id. ¶ 308, at 170-71.
A. The alleged agreement
Before considering the evidence Anderson offers to support its allegation that defendants' conduct was the result of an unlawful agreement rather than independent action, we pause to examine the nature of the alleged agreement itself. We do so because, as we explained in Publication Paper , the quality of the evidence required to satisfy Matsushita 's "tends to exclude" standard varies with the economic "plausibility" of the alleged agreement:
[W]here a plaintiff's theory of recovery is implausible, it takes strong direct or circumstantial evidence to satisfy Matsushita 's tends to exclude standard. By contrast, broader inferences are permitted, and the tends to exclude standard is more easily satisfied, when the conspiracy is economically sensible for the alleged conspirators to undertake and the challenged activities could not reasonably be perceived as procompetitive.
Publ'n Paper ,
In its amended complaint, Anderson alleged that defendants entered into an "anti-competitive and collusive scheme ... to destroy" Anderson. J.A. 66. Anderson's asserted rationale for the scheme was that defendants aimed "to avoid individualized and competitive negotiations" with Anderson over the proposed surcharge and to "increase their control over the wholesaler single-copy magazine distribution market."
At first glance, this rationale appears to make "no economic sense." AD/SAT ,
Anderson's theory that defendants could benefit from Anderson's demise is not completely indefensible, however. The near-term goal of the alleged conspiracy would be relatively easy to accomplish: given the description Anderson gave of its poor financial health in the January 2009 conference call, it was likely that defendants needed to deprive Anderson of magazines for only a short while to secure its demise. In addition, theoretically, the longer-term goal of the alleged conspiracy-reduced competition in the wholesaler market-could have benefited defendants. We suggested as much in our decision vacating the District Court's dismissal of Anderson's claim, where we noted that publishers and distributors might benefit from reduced competition in the wholesaler market if the remaining wholesalers chose to "increase their profits by raising prices to retailers [only]," rather than by "increas[ing] charges to the publishers." Anderson II ,
But on summary judgment, evidence of key facts that would support this theory have not materialized. Notably absent is evidence supporting Anderson's allegation that wholesalers Hudson and TNG were involved in defendants' alleged conspiracy. Although we previously observed at the pleading stage that the alleged conspiracy could be plausible, we emphasized in that opinion the significance of that allegation, and Anderson has now voluntarily dismissed its claims against the wholesalers.
First, Dr. Marx's report recognizes that reduced competition in the wholesaler market would result in higher prices, but opines that wholesalers would raise prices only to retailers. She explains that the economic literature on "multi-sided markets"-markets with middlemen or "platforms," such as wholesalers in the single-copy magazine market-suggests that it is "possible that an increase in the market power of platforms leads to higher prices on one side of the market, while having a much smaller impact on prices on the other side." C.A. 1874. She further explains that the side most likely to bear higher *101prices is the side that "always chooses to do business with only one platform,"
In light of the multi-sided market theory presented in Dr. Marx's report, we cannot dismiss Anderson's theory of possible benefit to the publishers as "ridiculous," as the District Court concluded. Anderson III ,
Second, Dr. Marx's report actually acknowledges that reducing wholesaler competition was risky for the publishers because "the remaining wholesalers ... might eventually seek to extract more money from publishers as well as retailers." C.A. 1873-74. In fact, even Dr. Marx's assertion that the defendants could achieve some benefit by avoiding the "full cost" of Anderson's Program is explicitly qualified by the observation that the defendants might need to "make some concessions to wholesalers that remained." Id. at 1873. Such concessions could, of course, include the very same higher-cost terms required by Anderson's Program.
Finally, even if we credit Dr. Marx's assumption of wholesaler benevolence, her report also explains how higher prices for retailers would harm publishers by reducing the sales of single-copy magazines as a whole. She observes that some retailers have completely stopped selling single-copy magazines, and predicts that other retailers would likely "reallocate shelf space to other alternative products." C.A. 1964. Any such reduction in retailer sales of single-copy magazines would translate directly into reduced sales for publishers, too. In fact, while trying to convince publishers to sign on to its Program, Anderson itself observed that
[r]educed competition will hurt publishers and retailers alike. When competition is eliminated without regulatory oversight all parties lose. Competition is the driving force to innovation and efficiency. Without competition, retailers and publishers risk their existing discounts and the category will lose its relevancy to retailers. Display space will be lost to competing consumer products.
Id. at 299 (Anderson's January 26, 2009 letter to publishers). We are attentive to the legal principle that the "weight [to] be assigned to competing permissible inferences remains within the province of the fact-finder at a trial." Apex Oil Co. v. DiMauro ,
*102Dr. Marx's report thus presents evidence suggesting only that reducing competition in the wholesaler market could result in higher prices for retailers; it does not show that reducing competition would in any way benefit or has already benefited defendant publishers.
In AD/SAT, Division of Skylight, Inc. v. Associated Press , we encountered at summary judgment and rejected a claim that was similarly speculative.
Here, as in AD/SAT , even accepting Dr. Marx's theory as possible, the benefit (or, perhaps, harm) that might accrue to defendants from reducing competition among wholesalers strikes us as sufficiently speculative that businesses in defendants' position would have no rational economic motive to join a conspiracy to drive Anderson out of business. We are not persuaded that some "hope" that reduced competition in the wholesaler market might eventually work in defendants' favor "can be said to be a rational motive for joining the conspirac[y] alleged in this case."
B. Evidence of agreement
Given our conclusion that the alleged agreement was implausible, we consider whether the evidence presented is nonetheless sufficient to provide a basis for a reasonable jury to find it more likely than not that defendants ceased doing business with Anderson as a result of a "common scheme designed to achieve an unlawful objective." Apple ,
The conduct complained of here-refusing to accede to the terms of Anderson's Program on a long-term basis by February 1, 2009-is in our view equally consistent with both a conspiratorial explanation and an independent-action explanation. As we noted in Anderson II , a business entity "has a right to deal, or refuse to deal, with whomever it likes, as long as it does so independently." Anderson II ,
Given Anderson's declared financial instability, and the tight deadline imposed by the terms of Anderson's Program, each defendant also had a legitimate business reason to constantly monitor competitors' behavior to determine Anderson's ongoing viability as part of its own independent assessment of whether to accede to the Program's terms. See, e.g. , In re Text Messaging Antitrust Litig. ,
Anderson's failure to offer competitive terms does not, however, immunize defendants from antitrust liability, as we have earlier said. Anderson II ,
Absent direct evidence of conspiracy, such as an admission by one of the defendants, antitrust plaintiffs must rely on circumstantial evidence to support their conspiracy claims. See Apple ,
In challenging the District Court's grant of summary judgment to defendants on its claims, Anderson relies on three types of evidence that it presents as reflecting an unlawful agreement: defendants' parallel conduct, as evidenced by their allegedly simultaneous cessation of business with Anderson; certain of defendants' contemporaneous statements, which Anderson argues provides "strong evidence of a collusive scheme"; and evidence of other "plus factors" suggesting that conditions conducive to collusion existed in the single-copy magazine market. After evaluating the evidence of defendants' conduct, statements, and plus factors as a whole, we conclude that Anderson has not offered "sufficient evidence to allow a reasonable fact finder to infer that the conspiratorial explanation is more likely than not." Publ'n Paper ,
i. Ambiguous conduct and communications
We consider the first two forms of evidence together: defendants' conduct and communications must be evaluated in context and with the "overall picture" in mind. Areeda & Hovenkamp, Antitrust Law , ¶ 308, at 171; Apple, Inc. ,
Anderson's theory is that all of the defendants (publishers and distributors alike) were in agreement with each other to put Anderson out of business and create a two-wholesaler system, and that they made this agreement on January 15, 2009.
First, defendants' conduct was not, in fact, parallel. At the motion to dismiss stage, we observed that Anderson's "key parallel conduct allegation was that all of the publisher and distributor defendants ceased doing business with Anderson ... within a span of three business days...." Anderson II ,
Next, considering defendants' communications in the context of their nonparallel conduct, defendants' actions are at least equally consistent with legitimate, independent, and procompetitive action to reject Anderson's Program by seeking alternative wholesalers that could offer better terms, as with conspiratorial action. Because Anderson gave publishers only two weeks to consider the Program, it was reasonable (and probably prudent) for industry players to gather information about how the market would react and to plan for the possibility that negotiations with Anderson would be unsuccessful and Anderson would follow through on its threat to cut off distribution. In line with this reasoning, courts have rejected arguments that an antitrust claim can survive summary judgment based on evidence that defendants monitored competitors' behavior, *106In re Text Messaging Antitrust Litig. ,
Finally, we consider the factual context of each defendant's actions and communications during the short timeframe between Anderson's announcements of its Program from January 12 to 14, and Anderson's implementation of its "going dark" strategy, cutting off its magazine deliveries after February 1, 2009. See AD/SAT ,
1) Time/TWR
Evidence in the record as it relates to Time/TWR can be interpreted as either supporting or refuting the inference of an illegal conspiracy. Anderson highlights third party testimony against Time/TWR, but much of that testimony is ambiguous. For example, David Rustad, the President of Qrius Concepts (which handled sales for the retailer Kroger), testified that TWR President Richard Jacobsen told him that "no publishers were going to support the 7-cent surcharge" and that "they were going to teach [Anderson] a lesson." J.A. 2087, 2089. However, Rustad's testimony also points the other way: Rustad testified as well that Jacobsen articulated legitimate business reasons for why no one would support the charge because Anderson's "demands were unrealistic.... [T]hey had given Anderson News previous concessions already, and ... there[ ] [was] no way they could give additional concessions to Anderson News...." Id. at 2089.
Rustad further acknowledged that everyone in the industry, including Kroger, was "trying to dig into" the question of which publishers would acquiesce to the Program "because there was a little bit of contradictory information" and Kroger was "trying to understand what [it was] going to do as well in the event [Anderson] went out of business." Id. at 2087-88. This is consistent with legitimate industry monitoring behavior and, therefore, is not evidence (much less persuasive evidence) of conspiracy. See, e.g. , In re Text Messaging Antitrust Litig. ,
Other evidence in the record also tends to contradict Anderson's theory that Time/TWR agreed with the other defendants to boycott Anderson. For example, on January 27, 2009, TWR sent a letter to Anderson asking for "a short period of time during which we could negotiate terms on which Anderson News Company could continue to serve as wholesaler for Time Inc. publications." J.A. 1966. TWR noted that it was "so interested in attempting to reach an agreement with you that instead of proposing a standstill, we are proposing a standstill in which we are providing you with an additional two points of discount on Time Inc. weekly magazines.
*107We hope that you value our relationship sufficiently to allow us a brief period of time to work out a mutually beneficial agreement."
Anderson argues that TWR's failed proposal represents a mere "contingency plan in the event the agreement [to boycott] collapsed." Appellants' Reply Br. 48. But it seems at least equally likely that Time/TWR was genuinely interested in continuing its relationship with Anderson when it made this final counterproposal on January 27, 2009-twelve days after (as Anderson alleges) Time/TWR agreed with the other defendants to boycott Anderson.
2) Curtis
The evidence presented against Curtis is similarly ambiguous. For example, Source President James Gillis testified that Curtis CEO Bob Castardi told him, "If Rick [Jacobsen, of TWR] says right, I go right. If he says left, I go left. We're in lockstep. We're doing this together." J.A. 1359. Mr. Anderson also testified that Castardi told him, "Rich [Jacobsen, of TWR] and I are working together on this."
Curtis also presented evidence that tends to exclude the possibility that it joined a conspiracy to boycott Anderson on January 15. Emails indicate that Castardi attempted to negotiate with Anderson at least a few times during the period from January 21 to 26, noting that "I have been asking for discussions with [Mr. Anderson] for the past week; to no avail.... As I said in the [Jan. 21] meeting, the vast majority of our clients have adamantly decline[d] you[r] offer without any influence from Curtis." J.A. 640; see also id. at 793, 795, 801. An internal email between Anderson News President Frank Stockard and Mr. Anderson noted that Castardi "[s]aid he is trying to help." Id. at 795. Mr. Anderson did not respond to Castardi's email. Id. at 292.
In addition to expressing interest in negotiating with Anderson, Curtis helped facilitate shipments for those of its client publishers, including Rodale and Hachette, that were willing to pay Anderson's $0.07 surcharge for the month of February. Curtis's willingness to facilitate some shipments to Anderson even after the cutoff date of February 1 cuts against Anderson's theory that Curtis entered an unlawful agreement with the other defendants *108on January 15 with the goal of putting Anderson out of business.
3) Kable
Anderson criticizes Kable for statements that, it contends, demonstrate Kable's involvement in a conspiracy. Such statements arise primarily out of Kable's communications that share information with its competitors, such as an email to Bauer Vice President Richard Parker relating that Kable's clients were "cutting of[f] Source and [Anderson]." C.A. 2854. As discussed above, this sort of information-sharing can be legitimate monitoring behavior. For example, Anderson makes much of Kable CEO Michael Duloc's reference in a January 16, 2009 email to "[t]he plan" involving "Bauer (and AMI)." See Appellants' Reply Br. 39; C.A. 2798. But Duloc's email is hardly a smoking gun. Duloc responded to an email asking about other publishers' plans to pay the $0.07 surcharge by explaining that "[t]he plan for Bauer (and AMI) is to[ ] not pay but ship. Let Anderson be the one to not deliver and then explain to retailers as opposed to publishers looking like the bad guy by not shipping." C.A. 2798. The reference to "the plan," viewed in context, seems to mean each publisher's independent plan, rather than a conspiracy among all of the defendants; it is discussed in the context of monitoring other industry players' behavior to determine how to calibrate Kable's actions. Furthermore, the "plan" as articulated here is to proceed with shipments to Anderson while ignoring the surcharge imposed by Anderson's Program, which is not consistent with Anderson's theory that the defendants agreed among themselves on January 15 that they would halt business with Anderson.
Internal emails at Kable also confirm that on January 14-the day before Kable is alleged to have entered an illegal agreement to boycott Anderson-Duloc specifically instructed an employee not to advise publisher-clients to reject Anderson's Program, expressing concern about a debt of $10 million owed by Anderson to Kable. Other evidence-including emails between Duloc and Anderson News President Stockard-suggests that Kable attempted to negotiate with Anderson on January 28, which is in tension with the theory that Kable had agreed to boycott Anderson on January 15. And, finally, as late as January 31, Duloc left open the possibility that it might stick with Anderson if Time changed course.
4) AMI/DSI
Anderson argues that communications between distributor DSI and its publisher-clients (AMI, Bauer, Rodale, and Hachette) constitute evidence of a conspiracy. We find these communications, too, ambiguous at best, however.
In an email to AMI CEO David Pecker, DSI President Mike Porche noted that Bauer "believes we should start simultaneously using our collective resources and influence to direct business towards [TNG-Wholesaler]." C.A. 1778. In the same email, Porche informed Pecker that Bauer agreed that a "strategy ... of first offering to test reducing costs for wholesalers by eliminating a large portion of their one way freight and return processing costs"-a test that, in the end, did not happen-"makes sense." Id. Porche acknowledged that, if the cost-reduction plan did not work, "we have little option other than to develop our own cooperative distribution system." Id. This email is ambiguous at best: it demonstrates that, far from agreeing to a boycott with the goal of driving Anderson out of business, defendants had considered a plan to help make Anderson's business viable. Their concurrent consideration of how they might deal with preparing *109for the worst-case scenario of having to develop a backup wholesaler is not precluded by antitrust law.
Moreover, the evidence of coordination to which Anderson points is equally consistent with lawful activities. For example, DSI prepared a "Script for Wal-Mart" and persuaded two of its publisher-clients, AMI and Bauer, to place their own phone calls to the retailer. C.A. 2722. Although the similarities between AMI and Bauer's phone calls with Wal-Mart could suggest that they were acting to further a conspiracy, the use of a script is as consistent with a legitimate business activity-ensuring continued access to a major retailer if they switched to a new wholesaler-as with an alleged unlawful boycott. That DSI as a distributor aided AMI and Bauer in their communications with Wal-Mart is hardly convincing evidence that these parties also entered into a separate agreement with the goal of putting Anderson out of business.
As late as January 26, DSI documented in an email between Porche and consultant Mike Roscoe how industry players still remained uncertain about whether to accept Anderson's Program. Porche observed that "Curtis and Bauer both think not shipping Anderson is a mistake" and that he himself had also "gone back and forth" on the decision. C.A. 1788. At the end of the email, Porche also observed that "nobody knows what is going to happen, what I expect to see assuming Bauer and AMI ship is that Anderson will ship some product and not ship others[,] making examples of certain publishers. That is not going to go over very well for the publisher not distributed...." Id. This observation illustrates why industry monitoring was required: each defendant had to independently determine the right business decision for it , based on what was happening in the industry overall. See In re Text Messaging Antitrust Litig. ,
Similarly, the "man in bauerland" exchange cited by Anderson is consistent with efforts by AMI, DSI, and Bauer to secure a new wholesaler. On January 30, 2009, Rodale Vice President Richard Alleger emailed DSI executive Jay Wysong, asking, "Our man in bauerland still solid?" C.A. 1795. Wysong responded, "He's solid alright."
Perhaps most tellingly, even after the cutoff date of February 1, three of DSI's four clients (AMI, Hachette, and Rodale) ultimately continued making some shipments and paying the requested surcharge to Anderson. This fact cuts deeply against Anderson's theory that AMI/DSI agreed to boycott Anderson on January 15. Although Anderson might have been dissatisfied with a mere one-month commitment to pay the surcharge (as illustrated by its argument that "a one-time payment for the magazines Anderson already possessed is far from 'exactly what Anderson News asked,' " Appellants;' Reply Br. 43), DSI/AMI, Hachette, and Rodale's willingness to make any surcharge payments is powerfully at odds with their alleged conspiratorial intent of putting Anderson out of business.
*1105) Hachette
The evidence against Hachette is also ambiguous. For example, in a January 20, 2009 internal email to a Hachette employee, a Hachette Vice President noted that Hachette was "in constant touch with Curtis, DSI, and other publishers.... [T]his will come down to who blinks first[,] publishers or ANCO." C.A. 2794. These statements are as consistent with legitimate assessment of industry conditions and monitoring of competitors as with an illegal antitrust conspiracy, however. Moreover, in that same email, the Hachette executive described his plan to "see when potentially each magazine's March issues may be at risk" and "estimate [ ] the newsstand sales at risk" based on forthcoming updates from other publishers.
More importantly, as discussed above, Hachette ultimately continued making some shipments and paying the requested surcharge to Anderson even after the cutoff date of February 1. This fact severely undermines Anderson's theory that Hachette agreed to boycott Anderson on January 15.
6) Bauer
Anderson points to several "incriminating communications" from Bauer. Appellants' Reply Br. 44. Like those discussed above, the communications it cites are ambiguous at best and do not "tend[ ] to exclude the possibility that the alleged conspirators acted independently." Matsushita ,
• After meeting with AMI and DSI on January 14, Bauer Vice President Richard Parker wrote a January 15, 2009 email to President Hubert Boehle, stating that Pecker (from AMI) was "with us," along with Ann Moore (from Time). C.A. 2737. "[A]s a matter of fact[,] no one will ag[r]ee," he noted.Id. Anderson, surprisingly, identifies this as the point when all of the defendants agreed to boycott Anderson. But the statement that Pecker and Moore are "with us" could either refer to an illegal conspiracy to boycott or an innocent observation that, based on the latest industry information, AMI and Time had also independently decided to reject the Anderson Program. In fact, that same day, Boehle also sent another internal email observing that "right now none of the major publishers seem responsive to Anderson's offensive. I hope it will stay that way, but I am skeptical...." C.A. 2743. This suggests that his initial email about AMI and Time's plans reflected an observation, not a declaration of common intent.
• Boehle emailed Parker on January 25, noting that the Wal-Mart response "doesn't sound encouraging. Are the other publishers holding the line?" C.A. 2754. The import of the phrase "holding the line" is uncertain: on one hand, it could suggest conformity with an illegal agreement to boycott Anderson, but, on the other hand, it could be no more than an informal reference to Bauer's industry monitoring (and its related, reasonable hope that publishers would independently decide not to pay Anderson's surcharge). The context of the email provides support for the latter inference: Parker was having trouble contacting Wal-Mart and explained that Bauer "need[ed] direction from Wal-Mart for distribution *111beyond February 1, 2009." Id. at 2755. Bauer's monitoring of other industry players was necessary for it to determine whether and how to arrange an alternative distribution plan for Wal-Mart.
• Rodale Vice President Richard Alleger emailed Parker to note that Comag announced a tentative understanding with Source, and Parker responded, "Doesn't matter source won't be around much longer. Talk in the AM." C.A. 2758. This is consistent with legitimate activities: namely, monitoring industry movement and predicting how the volatile wholesaler situation would likely unfold to aid Bauer's own independent decision-making.
Bauer, moreover, was the only one among DSI's four clients that decided not to continue shipping (and, thus, not to pay the Anderson surcharge after February 1). Mr. Anderson also described Bauer's initial reaction as early as January 13 to be "very, very firm," noting that, in comparison to other publishers which engaged in "good dialogue" with Anderson, there was "not open dialogue" in the Anderson-Bauer meeting. J.A. 173. Bauer's actions seem, at the very least, to be equally consistent with a business strategy not to negotiate with Anderson after it made its surcharge demand as with a January 15 agreement with DSI, AMI, Hachette, and Rodale to boycott Anderson, and the fact that the others, unlike Bauer, seemed at least to consider negotiating with Anderson for ongoing deliveries after February 1 suggests that Bauer did, in fact, act alone.
7) Rodale
Rodale's communications, placed in context, are similarly ambiguous. In an internal email dated January 27 regarding "Wholesaler Updates," Rodale Vice President Richard Alleger observed that "[t]he situation remains very fluid." C.A. 2807. Although Alleger observed that "we all need 'People' magazine to lead the charge," id. , that statement could as easily be interpreted as an observation about People's market power as an implicit admission of collusion. Alleger's stated uncertainty about what would happen also suggests that, as late as January 27, Rodale had not reached any agreement with the other Defendants to boycott Anderson.
Moreover, as discussed above, Rodale ultimately instructed Curtis to pay the surcharge for February 2009 and continued making shipments to Anderson even after the cutoff date of February 1. These undisputed facts cut against Anderson's theory that Rodale agreed to boycott Anderson on January 15.
* * *
Based on the above analysis and our review of the record, we conclude that the evidence against each defendant is at best (from Anderson's perspective) in equipoise on the question of whether defendants conspired: What Anderson offers as evidence of the conspiracy could just as easily be characterized as evidence of competition. Without more, such an ambiguous record is insufficient to withstand the scrutiny required by the Supreme Court in Matsushita , particularly when, as here, the alleged conspiracy makes little economic sense. We then look at the record with regard to evidence of the remaining "plus factors."
ii. Inconclusive plus factors
As noted earlier, because the basis of Anderson's conspiracy claim is defendants' parallel behavior, Anderson must show evidence of plus factors such as "a common motive to conspire, evidence that shows that the parallel acts were against the apparent individual economic self-interest *112of the alleged conspirators, and evidence of a high level of interfirm communications." Apple ,
To begin, we note that the defendants had an unlikely motive to conspire, given our conclusion that the alleged conspiracy is economically implausible. A weak motive to conspire does not "save defendants who have clearly, though foolishly conspired," Areeda & Hovenkamp, Antitrust Law , ¶ 308, at 173-74. But "[a]s a practical matter ... a conspiracy's 'objective rationality' or motive is a necessary condition for inferring conspiracy from the usual array of evidence, which is usually circumstantial." Id. at 174. Also, "[m]otive to conspire tends to be negated [1] when a defendant shows that the alleged agreement would harm the alleged conspirators; or [2] when the defendant shows a 'plausible and justifiable reason for its conduct that is consistent with proper business practice.' " Id. at 175-76. Here, both motive-negating factors are present. First, as discussed above, the conspiracy seems implausible because it is likely to harm the defendants by allowing wholesalers to charge higher prices, and because, even if wholesalers charged retailers higher prices instead, that would result in a reduction of magazine sales, which would further harm the defendants. Second, it made perfect business sense for the defendants to constantly monitor industry conditions during the short-term period given by Anderson to consider its ultimatum, before ultimately deciding to independently reject Anderson's higher-cost proposal in favor of lower-cost alternatives.
After considering whether defendants had a common motive to conspire, we look again at the evidence that Anderson offers to support its assertion that the defendants' conduct was against their individual economic self-interest. Anderson again relies on Dr. Marx's report, which the District Court excluded on this point, concluding that her opinions "merely recite what is on the face of documents produced during discovery." Anderson VI ,
Having done so, however, we think that it accomplishes little. To show that some defendants could have enjoyed short-term gains by continuing to ship through Anderson in the month of February hardly establishes that it would be in defendants' long-term interest to accede to the proposed terms and ship to Anderson. Absent evidence regarding the long-term costs or benefits of acceding to the proposed surcharge and continuing to ship to Anderson, the inferential gap between the evidence presented to the conclusion that refusing to ship was against defendants' economic interests is simply too great. Because Anderson has not offered any evidence to bridge that gap, we decide that the evidence offered in this regard is inconclusive.
In addition, the inference that can reasonably be drawn from the increased level of interfirm communications during the two-week period between Anderson's announcement (January 14) and the deadline to accept the terms of the Program (February 1) amounts to little. Anderson argues that the "pattern and frequency" of communication between competing publishers and distributors during this period "supports an inference of conspiracy." Appellants' Br. 39. Anderson relies again on the views of Dr. Marx, who presents a chart depicting a "nearly ten-fold increase (by duration) in inter-defendant communications" during this period.
Having considered the totality of the circumstances and the evidence offered by Anderson in support of its allegations, we conclude that a factfinder could not reasonably infer that the conspiratorial explanation is more likely than not. Although some of the evidence discussed above is suggestive of an agreement, when considered in light of the fact that the benefits of alleged conspiracy are at best speculative and the mass of evidence equally compatible with independent action, the evidence does not sufficiently "tend to exclude" the possibility that defendants acted permissibly. Accordingly, we affirm the District Court's grant of summary judgment to *114defendants on Anderson's Sherman Act claims.
II. State law claims
Anderson also appeals the District Court's grant of summary judgment to defendants on its New York state law claims for tortious interference with business relations and with contract and civil conspiracy. Regarding the tortious interference claim, the District Court concluded that "[t]o the extent [Anderson] breached [its] contracts with retailers, the evidence indicates that it was Anderson's actions, not [d]efendants' actions, that caused Anderson to breach these contracts." Anderson III ,
Anderson argues that we should reinstate its state law claims because the District Court "rejected the tortious-interference claim based solely on its predicate antitrust holding," which Anderson argues was incorrect. Appellants' Br. 59. Because we conclude that Anderson's Sherman Act claim fails, and because Anderson has abandoned on appeal any other challenge to the substance of the District Court's grant of summary judgment on the state law claims,
III. Counterclaims
Defendants AMI, Hearst, and Time (collectively, "counterclaim-plaintiffs") filed counterclaims against Anderson News and Charles Anderson, Jr., alleging that Anderson engaged in an illegal price-fixing conspiracy with Source and, in support of that conspiracy, "induced" certain retailers (that is, Kroger and Wal-Mart) to "threaten[ ] to boycott publishers that attempted to switch to competing wholesalers." C.A. 39-40. The counterclaim-plaintiffs allege that they suffered "tens of millions of dollars" in damages from lost sales as a result of Anderson's "going dark" strategy and because of "ongoing delivery disruptions" in the aftermath of Anderson's exit; they also incurred costs to develop "alternate distribution routes" after Anderson's demise. C.A. 38-39.
The District Court granted summary judgment to Anderson on these counterclaims, concluding that they failed as a matter of law because the counterclaim-plaintiffs had not suffered damages "of the type the antitrust laws were intended to prevent" and thus lacked antitrust standing. Anderson III ,
Section 4 of the Clayton Act provides a treble-damages remedy to *115"[a]ny person ... injured in his business or property by reason of anything forbidden in the antitrust laws."
The District Court concluded that the injuries the counterclaim-plaintiffs alleged that they suffered-including "lost profits from sales that they would have made, but for Anderson's 'going dark' strategy" and "costs associated with making alternative arrangements to replace Anderson News and Source"-do not " 'flow[ ] from that which makes' " Anderson's acts unlawful.
First, the counterclaim-plaintiffs' lost profits and withheld payments are the result of Anderson's individual conduct, not the conspiracies that Anderson is claimed to have conducted with Source. Although Anderson's conduct with Kroger and Wal-Mart, as the counterclaim-plaintiffs describe it, might reasonably be questioned, and the resulting injuries might be recoverable in some other type of action, those injuries do not arise from any sort of increase in prices or reduction in the freedom of the marketplace, and are not the type of injuries the antitrust laws were intended to prevent.
Second, the costs associated with securing an alternative wholesaler do not result from the anticompetitive aspect of either the price-fixing claim or the alleged group boycott. Selecting among competing wholesalers and ultimately switching to a lower-cost wholesaler reflects the essence of competition, even if making such a switch turns out to be costly.
In an effort to avoid this straightforward conclusion, the counterclaim-plaintiffs argue that Anderson's "going dark" strategy was an "integral aspect" of its conspiracy to raise prices and to force the publishers to accept the surcharge, and that, therefore, the injuries suffered as a result of that strategy "flowed directly from the anticompetitive scheme put in *116place by Mr. Anderson and Anderson News." Time & Hearst Br. 71-72. The counterclaim-plaintiffs rely on Blue Shield of Virginia v. McCready ,
Here, by contrast, Anderson's "going dark" strategy was not the mechanism by which the alleged price-fixing conspiracy operated. It was, instead, one of Anderson's many levers to force publishers to accept the surcharge. Although these actions and the attendant injuries were certainly related to the alleged conspiracy, it is not enough that the injury "be causally linked to the asserted violation." Gatt Commc'ns ,
Accordingly, we conclude that the counterclaim-plaintiffs lack antitrust standing to pursue the stated counterclaims. We therefore affirm the District Court's grant of summary judgment to Anderson in this regard.
CONCLUSION
In sum, the evidence presented by Anderson, while perhaps consistent with an unlawful conspiracy among defendants, does not sufficiently "tend[ ] to exclude" other interpretations of the events that took place in the single-copy magazine industry during several hectic weeks in January 2009. When it introduced the Program, Anderson sought to significantly change the state of the market by suddenly seeking to impose a surcharge and setting an immediate deadline for publishers to take it or leave it. It is not surprising that defendants quickly rejected the proposal in favor of switching to existing wholesalers without surcharges, refusing to accept the terms of Anderson's new business model. No reasonable jury could find on this record that the defendants entered into "a conscious commitment to a common scheme designed to achieve an unlawful objective." Apple ,
For this reason and those discussed above, we AFFIRM the District Court's judgments.
Citations to "J.A." refer to the parties' Deferred Joint Appendix. Citations to "C.A." refer to the parties' Deferred Confidential Joint Appendix, which has been filed under seal.
Anderson's initial complaint also included TNG and Hudson as defendants. Anderson voluntarily dismissed its claims against TNG within days of filing the complaint. Over four years later, in December 2013, it settled its claims against Hudson and voluntarily dismissed its claims against that defendant.
We note further that our observation in requiring that Anderson be allowed to amend its complaint was not determinative of the conspiracy's ultimate "plausibility," because "[a]t the pleading stage ... the complaint need not offer a plausible reason for the defendants' conspiracy but 'merely needs to allege that they did indeed conspire and give some factual allegations that would support such a claim.' " Areeda & Hovenkamp, Antitrust Law , ¶ 308, at 174 n.101.
Anderson asserts that the district court erred in observing that "Anderson cannot say when the alleged conspiracy started." See Appellants' Br. 47-48 n.12 (quoting Anderson News III ,
Anderson argued before the District Court that its tortious interference with contract claim could be "predicated on a plaintiff's breach of its contract with a third-party where, as here, the defendants' actions prevented the contract from being performed." J.A. 1596 (internal citations omitted). Anderson also argued that it had grounds for a tortious interference with business relations claim in defendants' disparaging comments to retailers, which, it argues, persuaded retailers to terminate their relationships with Anderson. Anderson has abandoned these claims on appeal and we do not address them further.
The counterclaim-plaintiffs correctly note that the District Court held that they lacked antitrust standing for another reason, too: it concluded that the counterclaim-plaintiffs would have suffered the same injuries even if Anderson had been acting alone. This basis for summary judgment was not, they argue, raised before the District Court by the parties and, therefore, could not permissibly serve as the basis for granting summary judgment since the counterclaim-plaintiffs had no notice of the ground and no opportunity to respond. Fed. R. Civ. P. 56(f). Because we agree with the District Court that the counterclaim-plaintiffs' injuries do not flow from that which makes Anderson's alleged acts unlawful, we need not address this argument.
