Following the breakup of AT&T in the 1980s, the Williams Companies (WMB), an energy group, devised a plan to run fiber-optic cables through some of its decommissioned pipelines. Subsequently, WMB used a subsidiary known as the Williams Communications Group (WCG) to develop a large fiber-optic network. WMB sold most of this network to a competitor in 1995. Rapid growth in the Telecommunications Index in the late 1990s, however, spurred WMB to reenter the network communications market through its WCG subsidiary. Indeed, WMB stated its intention to invest vast sums in creating a national fiber-optic network. But the Telecommunications Index experienced a major downturn in the spring of 2000. WMB subsequently spun off its WCG subsidiary. Less than two years later, WCG’s stock was practically worthless and the company filed for Chapter 11 bankruptcy.
As a result, some thirty securities fraud class action suits were filed seeking $2.9 billion against three defendant groups: (1) the WMB Defendants; (2) the WCG Defendants; and (3) Ernst & Young, the outside auditor to both WMB and WCG. The district court consolidated these actions under the caption
In re Williams Securities,
bifurcated the litigation into two subclasses of plaintiffs — the WMB Subclass and the WCG Subclass — and ordered coordinated discovery. While the WMB Subclass Action settled, Defendants in the WCG Subclass Action filed a motion for summary judgment, which the district court granted. Plaintiffs appealed the district court’s ruling, which we affirmed in
In re Williams Securities
Litigation—
WCG Subclass,
No. 07-5119,
Pursuant to 28 U.S.C. § 1920 and Fed. R.Civ.P. 54(d)(1), the district court awarded the WCG Subclass Defendants costs. Plaintiffs now challenge the district court’s costs awards on three separate grounds. First, Plaintiffs allege Defendants failed to prove that the transcripts and copies for which the district court awarded costs were “necessarily obtained for use in the case.” 28 U.S.C. § 1920(2) & (4). Second, Plaintiffs maintain that many of the costs for which Defendants seek reimbursement are equally attributable to the WMB Subclass Action. Hence, Plaintiffs argue the district court abused its discretion in taxing them for the full amount of these costs. Third, Plaintiffs suggest that the district court’s awards of costs are substantively unreasonable, even assuming these costs are taxable under 28 U.S.C. § 1920. We have jurisdiction under 28 U.S.C. § 1291. Satisfied that the district court acted within the broad confines of its discretion, we affirm.
I.
After the district court granted summary judgment in favor of Defendants, each defendant group filed a timely bill of costs with the district court. The district court clerk held a joint hearing on Defendants’ bills of costs.
See Furr v. AT&T Techs., Inc.,
*1147 Plaintiffs moved the district court to review the clerk’s awards under Fed. R.Civ.P. 54(d)(1), raising substantially the same arguments they now press on appeal. See id. (“Should the party seeking costs be dissatisfied with the clerk’s actions, or should the party against whom they are to be taxed object, on motion served within 5 days thereafter, the action of the clerk may be reviewed by the court. Such review by the court is a de novo determination.”). The district court referred this motion to a United States Magistrate Judge, who held another hearing on the matter. Subsequently, the magistrate judge issued a twenty-two page report and recommendation, substantially affirming the clerk’s awards of costs. The magistrate judge did exclude, however, costs related to four depositions for which the clerk awarded costs to the WMB Defendants and Ernst & Young. This reduced Defendants’ costs awards by $6,135.45 (the WMB Defendants) and $5,650.45 (Ernst & Young) respectively. In total, the magistrate judge recommended the district court tax Plaintiffs $231,549.08 in favor of the WCG Defendants, $174,276.25 in favor of the WMB Defendants, and $223,721.27 in favor of Ernst & Young.
Plaintiffs also objected to the magistrate judge’s report and recommendation on essentially the same grounds they now raise on appeal. In a twenty-two page order, the district court adopted the magistrate judge’s recommended awards of costs, with several notable exceptions. The district court independently reviewed the record and excluded transcription costs related to seven deposition witnesses because it was not satisfied that these depositions were “necessarily obtained” for use in the case. Further, the district court reduced the WCG Defendants’ award for copy costs by over $4,000.00. All together, the district court reduced the costs awards recommended by the magistrate judge by $8,795.30 (the WCG Defendants), $5,785.30 (the WMB Defendants), and $3,001.80 (Ernst & Young) respectively. Accordingly, the district court taxed Plaintiffs $222,753.78 in favor of the WCG Defendants, $168,490.95 in favor of the WMB Defendants, and $220,719.47 in favor of Ernst & Young.
II.
Rule 54(d)(1) provides that costs, other than attorney’s fees, should generally “be allowed to the prevailing party.” We have recognized that the district court’s discretion in taxing costs is limited in two ways.
See Cantrell v. Int’l Bhd. of Elec. Workers,
Items proposed by prevailing parties “as costs should always be given careful scrutiny.”
U.S. Indus., Inc. v. Touche Ross & Co.,
The “necessarily obtained for use in the case” standard does not allow a prevailing party to recover costs for materials that merely “added to the convenience of counsel” or the district court.
*1148
Touche Ross,
Thus, we do not “employ the benefit of hindsight” in determining whether materials for which a prevailing party requests costs are reasonably necessary to the litigation of the case.
Id.
We base this determination, instead, solely “on the particular facts and circumstances at the time the expense was incurred.”
Id.; see also Allison v. Bank One-Denver,
A prevailing party bears the burden of establishing the amount of costs to which it is entitled.
See Allison,
III.
The district court possesses “broad discretion” in awarding costs.
Touche Ross,
A.
We first address Plaintiffs’ assertion that Defendants failed to provide suf
*1149
ficient evidence to show that the taxed materials were “necessarily obtained for use in the case.” 28 U.S.C. § 1920(2) & (4). Whether materials are necessarily obtained for use in the case is “a question of fact” that we review “only for clear error.”
Sorbo v. United Parcel Serv.,
Plaintiffs espouse an exceedingly narrow view of the deposition expenses authorized under 28 U.S.C. § 1920. Indeed, they argue that a district court may only award costs for depositions the district court actually used in deciding summary judgment, or for depositions that were, at the very least, designated for trial. But all § 1920 requires is that the generation of taxable materials be “reasonably necessary for use in” the case “at the time the expenses were incurred.”
Callicrate,
The same is true of Plaintiffs’ view of the burden placed on prevailing parties to justify the taxation of copy costs. We have specifically noted that the burden of justifying copy costs is not “a high one.”
Case v. Unified Sch. Dist. No. 233,
On appeal, we remain aware that we cannot hope to match the district court’s “first-hand sensitivity to the proceedings” in this case.
Sorbo,
*1150 Similarly, the district court examined Defendants’ requested copy costs and opined, in light of the fact that over fifteen million pages were produced, that Defendants selectively copied the documents at issue. The number of copies made by each defendant group necessarily varied, in the district court’s view, because Defendants adopted differing approaches to fashioning a defense. After excluding some of the WCG Defendants’ requested copy costs, the district court ruled that Defendants had shown the remaining copies were necessarily obtained for use in the case. Our examination of the record, gives us no reason to doubt that conclusion. We, therefore, reject Plaintiffs’ first claim of error.
B.
We now turn to Plaintiffs’ contention that the district court failed to properly apportion and tax the costs attributable to them. In short, Plaintiffs allege the district court abused its discretion in taxing them for costs that are equally attributable to the WMB Subclass of Plaintiffs. Due to the factual overlap between the WCG and WMB Subclasses, the district court determined that Defendants would have incurred the costs at issue even in the absence of the WMB Subclass action. The district court consequently regarded the awarded costs as directly related to the WCG Subclass action, in which Defendants undisputably prevailed. A “rational basis in the evidence” clearly supports this conclusion.
Elephant Butte Irrigation Dist.,
C.
Finally, we address Plaintiffs’ argument that the district court’s costs awards are unreasonably high. Aggregating the costs awarded to the three defendant groups, Plaintiffs contend that the district court rendered the highest costs award in the history of American jurisprudence. We disagree with Plaintiffs’ characterization of the facts of this case.
The costs awarded in this case are undoubtedly higher than the norm. But given the massiveness and complexity of the litigation at issue, we do not regard the magnitude of Defendants’ costs awards as particularly surprising. Plaintiffs sought $2.9 billion in damages from three defendant groups, all of whom are prevailing parties. Thus, we are now faced with three separate costs awards.
Defendants’ costs were, quite plainly, driven upward by the cold, hard facts of this case. Plaintiffs’ litigation choices; including the number of defendants, the high amount of damages sought, the broad allegations asserted, the complexity of the claims at issue, and Plaintiffs’ aggressive course of discovery; necessarily resulted in heightened defense costs.
See Klein,
Of course, we have recognized that certain circumstances justify a district court in exercising its discretion to deny otherwise recoverable costs, “including when the prevailing party was only partially successful, when damages were only nominal, when costs were unreasonably high or un
*1151
necessary, when recovery was insignificant, or when the issues were close or difficult.”
Zeran v. Diamond Broad.,
Rule 54’s presumption that a prevailing party will recoup certain costs fully applies to class actions.
See White v. Sundstrand Corp.,
We, therefore, AFFIRM Defendants’ costs awards for substantially the reasons stated by the district court.
Notes
. We reject Plaintiffs’ assertion that the district court's costs awards were impermissible because they contravened the local Clerk’s Guidelines for Taxation of Costs. As the district court correctly noted, the clerk’s guidelines do not purport to be an authoritative exposition of the costs allowable under applicable law and they are not binding on the district court. The district court, therefore, correctly analyzed Defendants’ requested costs under § 1920, Rule 54, and our controlling precedents.
