OPINION
Following a negative jury verdict in his civil trial, costs were imposed against appellant Singleton pursuant to the Prisoner Litigation Reform Act (“PLRA”), 28 U.S.C. § 1915(f). Singleton appeals an order that denied him relief from costs of $3857.35, arguing that imposition of the costs was a misapplication of the PLRA and interpretive case law. In the alternative, he argues that such an application would be an unconstitutional burden on his access to the courts. In the second alternative, he claims that use of this provision of the PLRA would be impermissibly retroactive, as his case was filed prior to the effective date of the statute. Singleton seeks to have the judgment of costs reversed on grounds of legal error or the unconstitutionally of the relevant provisions of the PLRA. Alternatively, if his retroactivity claim succeeds, he seeks a remand for assessment of possible relief based on indigency in accordance with now-superseded procedures outlined in
Weaver v. Toombs,
I
The merits of Singleton’s complaint are not at issue here, but may be useful fоr context. Singleton, an Ohio prisoner, is a diagnosed asthmatic who was incarcerated in the Correctional Reception Center in Orient, Ohio in 1994. He claimed to have requested a nonsmoking environment and been denied it. Indeed, he said the defendants, who are corrections sergeants, told other inmates to “smoke him out” because he was “an asshole.” Singleton claimed that his asthma was worsened as a result of the cigarette smoke to which he was exposed by defendants’ alleged acts of commission and omission. In 1994, Singletоn filed a civil rights claim under 42 U.S.C. § 1983, claiming deliberate indifference sufficient to constitute a violation of the Eighth Amendment. Summary judgment for defendants was denied and, following much wrangling, the case proceeded to trial in March 1998. Directed verdict motions were also denied and the case proceeded to a jury, which, following deliberation, ruled against Singleton. Smith and Ross then moved to recover from the appellant the costs they had incurred for the depositions taken from Singleton and his witnesses, and for the depositions taken from the defendants and their medical expert. The PLRA was held to govern the imposition of the costs, which were taxed against Singleton. The State of Ohio, which defended the action against the corrections sergeants, stands to receive the award.
Specifically, costs were assessed for: (1) the defendants’ deposition of the plaintiff-appellant on January 31, 1996; (2) the defendants’ depositions of the defendants-appellees on November 14, 1997; (3) the defendants’ depositions of four inmates on January 1, 1998; (4) the defendants’ depositions of two other inmates on February 13, 1998; (5) the defendants’ deposition of Singleton’s medical expert on February 19, 1998; and (6) defendants’ two depositions (one a video deposition) of their own medical expert on March 2, 1998. Singleton does not challenge the necessity of these costs or present legal challenges to any of them individually.
These depositions began after Judge Beckwith (then handling the case) denied a defense motion to reconsider the magistrate judge’s report and recommendation denying summary judgment. This occurred on January 11, 1996 аnd was followed by an order to file a written statement on readiness to proceed to trial (January 16, 1996). Singleton’s deposition was noticed to the court the next day and taken two weeks later. The depositions of the corrections officers were not noticed.
When Singleton identified his witnesses is not apparent in all cases from the record before us. In a notice filed January 25, 1996, he identified Timothy Slone (deposed on 2/13/98) and also mentioned his writ writer, Darryl Blankenship (deposed 1/1/98). In a notice filed on June 6, 1996, Singleton identified Troy Harshey (deposed 2/13/98), Slone again, and his old cell mate Howard Boddie, Jr. (deposed 1/1/98).
At the conclusion of the trial, the defendant presented a Bill of Costs for $6263.39. The clerk of the court disallowed some costs, and assessed Singleton $4339.75. On plaintiffs motion to re-tax costs, the trial judge apparently was willing to consider indigency as a factor favoring denial of costs. The judge noted, however, that pursuant to his interpretation of our rule in
Talley-Bey v. Knebl,
*538 Singleton is an indigent (a fact not disputed by defendants) who was granted in forma pauperis status to file his suit. • His average monthly balance in his prison account in the months up to his filing was $21.18. Singleton is serving a 15-to-75-year sentence.
II
Standard of Review
We review a district court’s award of costs for an abusе of discretion.
Jones v. Continental Corp.,
The effective date of the PLRA is April 26, 1996. Our orders рursuant to the PLRA became effective on March 1, 1997.
See In re Prison Litigation Reform Act,
The Facial Constitutionality of 28 U.S.C. §§ 1915(f)(1),1915(f)(2)(A)
Singleton claims that the imposition of large financial burdens resulting from his unsuccessful litigation unconstitutionally denies him access to the courts in violation of the First Amendment. This argument is foreclosed by our previous ruling in
Hampton v. Hobbs,
Singleton’s discussion of the caselaw on these points is inapposite, dealing with cases such as
Murdock v. Pennsylvania,
Singleton also points out that a side effect of the cost provisions is that they will affect more heavily those with strong but ultimately unsuccessful claims. Frivolous litigants, whose claims are dismissed early on, will impose fewer discovery costs such as depositions on the other side, and *539 will therefore be liable for fewer costs when the other side prevails. Singleton argues that this operates as a greater deterrent to the better сlaims, 1 and that cost provisions that do this effectively deny access to the courts. However, this cost-strength relationship is again true of all litigants and points out the fundamental weakness of Singleton’s broader attacks on cost taxation. Costs of the sort considered here are not intended as punitive (therefore appropriately scaling, as Singleton suggests, with the frivolity of an action); such costs are primarily compensatory. Cost taxation is a common-law tradition based on making a prevailing party genuinely whole (or at least closer to that ideal, in the American rule). Moreover, as mentioned above, the district court has discretion to deny (or perhaps reduce) costs if the losing party had a particularly strong case. Thus the legal system already has a method to deal with this alleged inequity. We therefore hold Singleton’s challenge to the cost provisions of the PLRA, 28 U.S.C. §§ 1915(f)(1),1915(f)(2)(A), to be without merit.
Abuse of Discretion in Taxation of Costs
Fed.R.Civ.P. 54(d) provides that “costs other than attorney’s fees shall be allowed as of course to the prevailing party unless the court otherwise directs.” We have hеld that “this language creates a presumption in favor of awarding costs, but allows denial of costs at the discretion of the trial court.”
White & White, Inc. v. American Hosp. Supply Corp.,
The district court in this case, after correctly stating the law on the matter, appears to have primarily considered the issues of indigency and whether the case was a “close and difficult one.” The judge found Singleton’s claim, although reaching the jury stage, was not a difficult or close case. On the questiоn of indigency, he seems to have weighed the point that Singleton’s needs will be provided by the state in any event, and found the imposition of costs would not be overly burdensome on Singleton’s life.
See Hampton,
Since costs are presumptively awarded and the issue is in the discretion of the trial court, it requires a substantial showing for us to rule that this discrеtion was abused. Generally, this would require the lower court ignoring the criteria set by Sixth Circuit,
see White & White,
Because the payment provisions of the PLRA, 28 U.S.C. § 1915(b)(2), levy а twenty percent “tax” on his monthly assets above $10, Singleton will be not be that heavily affected on a day-to-day basis by the award. This effect on him is longer in time, but the same in severity, as the imposition upheld in Hampton (which involved only a $41 award). In prison, on the PLRA’s “extended payment plan” and with his necessities provided for, Singleton’s indigency is effectively mitigated. Singleton argues that because his income is unlikely to ever allow him to repay the costs imposed on him while in prison, he will be saddled with a significant debt upon leaving incarceration. Therefore, measuring the equities of his prisoner status against his indigency may not fully account for the effect of the costs; at some point as a middle-aged, ex-convict pauper he could well be faced with some significant portion of the debt on the outside, unprotected by status as an inmate. 2
The size of the award and the circumstances in which it will ultimately be applied should be equitable factors in evaluating the effect of indigency.
Cf. Weaver,
Singleton also claims that even if some costs were appropriate, the total award of costs was not. He also contends that the district court felt it could not generate an equitable intermediate figure because it somehow took the PLRA as creating an “all-or-none” rule. (Singleton Br. at 13). Although not cited by Singleton, district courts do occasionally remit part of otherwise allowable costs on equitable grounds, including the losing party’s finаncial circumstances.
See Jansen v. Packaging Corp. of America,
Singleton asserts that the district court misunderstood the PLRA’s requirement that after a court chooses to tax сosts, the prisoner must pay in full. Singleton claims the district judge felt his discretion was confined from even considering a partial award. Assuming this would have been a mistake, there is no evidence the district court made it. The district court simply pointed out that its assessments would not be subject to challenge or reduction on the basis of inability to pay. It did not, as Singleton claims, adopt an “all-or-none” rule anywhere in the opinion. There is no evidence the district court considered a partial award, and it was not required to do so. Because therе was no legal error, and because we are not convinced a clear error of judgment occurred, we hold that the initial award of costs was not an abuse of discretion.
Retroactive Exclusion by the PLRA of Post-Award Challenges
Prior to the enactment of the PLRA, it was possible for an unsuccessful indigent plaintiff to have a subsequent challenge to an award of costs through proof of inability to pay.
See Weaver,
There is a “traditional presumption” against retroactivity.
Landgraf v. USI Film Products,
The Supreme Court’s subsequent analysis of the PLRA in
Martin v. Hadix
concluded that the “PLRA contains no express command about its temporal scope.”
If there had been no PLRA, or if Singleton’s case had prоceeded as originally
*542
scheduled in October 1995, his action would have been covered by the procedures in
Weaver,
The
Weaver
challenge available to in forma pauperis plaintiffs, in which they had a method to avoid some or all of a district court’s ordered costs, was considered to be incompatible (as to prisoners) with the PLRA’s command that “[i]f the judgment against a prisoner includes the payment of costs ... the prisoner shall be required to pay the full amount of the costs ordered.” 28 U.S.C. § 1915(f)(2)(A). We so held directly in our administrative order on February 4, 1997, saying “we held [in
Weaver
] that courts have discretion in assessing costs against an unsuccessful prisoner who prosecuted his or her case in forma pauperis. Further, we noted that the courts were required to make a determination of the prisoner’s capacity to pay the costs assessed. However, the statute has superseded
Weaver.
”
In re PLRA,
Also in our administrative order, we required plaintiffs as of March 1, 1997 to file a form that would waive objection to “fee assessment” by the trial court, and waive objection to “the withdrawal of funds from the trust account by prison officials to pay the prisoner’s court fees and costs.”
In re PLRA
The Supreme Court’s analysis in
MaHin
is instructive in resolving this case. There, successful plaintiffs sought to avoid the PLRA’s limits on attorney fees in a situation in which some of the work had occurred prior to the PLRA and some after (the case had been filed many years prior to the PLRA, but the bill of costs
*543
had been submitted after the PLRA). The Court ruled that the PLRA limits did not apply to work done (“events completed”) prior to the PLRA, but did apply to work done after the PLRA, since the attorneys had a continuing ability to withdraw if they thought they would not be paid enough under the new rules.
See
Martin protected the settled expectations of attorneys regarding the benefits of filing a prisoner suit, and there appears to be no reason not to protect the expectations of the litigant himself. Although Singleton was always liablе for his costs, until March 1997 Weaver provided a backstop that would probably have prevented him from being subject to a post-incarceration debt immediately payable. The first cost currently assessed against Singleton is for defendants’ deposition of him months before the PLRA became effective.
Persuasive authority varies on retroactive applications of the PLRA’s prevailing-party cost provisions. In an unpublished decision, a panel of this court held that the new method for paying costs imposed by the court “merely establishes a procedure,” and it thereby upheld $7980 in costs despite the fact that the complaint had been filed four years prior to the PLRA.
See Sanders v. Seabold,
No. 98-5470,
The PLRA was meant to regulate Singleton’s litigation behavior. In particular, the provisions on costs and fees were meant to alter his economic incentives to take legal actions. When he took such аctions, Singleton had settled expectations about his ultimate liability for the entailed costs. These expectations would be upset by the retroactive elimination of a Weaver challenge, and following the guide of Landgraf and Martin, Singleton should be protected as to the legal effect of the actions he took. Therefore, it would be impermissibly retroactive to eliminate a Weaver challenge to costs that relate to “events completed” prior to March 1, 1997.
The remaining ambiguity has to do with when “events were completed” or “expectations became settled” with regаrd to one or all of the costs in this case. Unlike with the fee-seeking attorneys in
Martin,
the creation of the costs here was not under complete control of the individual being regulated by the new rule. Logically, for the purposes of retroactive application, an event would be “completed” when Singleton took an action that made the other party’s cost inevitable. The costs in this case may be divided into three categories. In the first category would be those costs incurred by defendants prior to the PLRA, which for purposes of this question has the effective date of March 1, 1997. The costs of deposing Singleton fall into this category. In the second category would be costs incurred by the defendants after the PLRA, but made necessary by actions taken by Singleton (such as noticing witnesses) prior to the PLRA. The third category would consist of costs made
*544
necessary and incurred only after the PLRA. The provisions of the PLRA compelling payment in full may only be permissibly applied to the costs in the third category. Appellant is fully responsible for costs determined to be in thе third category. Singleton may challenge, under
Weaver,
those costs determined to be in the first or second category.
Weaver
directed that post-taxation challenges be heard before the judicial officer who originally allowed the plaintiff to proceed in forma pauperis.
On remand, the magistrate judge must first determine in which category each of the assessed costs falls. After imposing liability on Singleton for any costs found to be in the third category, the magistrate must then allow Singleton an opportunity to prove that he will be unable to pay the costs found to be in the first and second category. If this showing warrants relief from those costs subject to challenge, the costs should be reduced or eliminated from the total assessed against the appellant.
Ill
The award of costs against Singleton is AFFIRMED. However, because Singleton may challenge at least part of this award on the grounds of inability to pay, we REMAND for further procеedings not inconsistent with this opinion.
Notes
. Of course, this relationship holds only along that part of the continuum which covers unsuccessful claims, ranging from the most to least invalid ones — a valid claim would collect costs, and because the most valid claim will be resolved soonest, it would usually collect the fewest costs. Singleton's claimed "injustice” is simply a consequence of an inherent feature of the adversary system, that more difficult cases are, ceteris paribus, more costly for everyone involved (plaintiff, defendant, and the courts).
. Although Singleton may come into money by the time his sentence is served, the most likely scenario involves a payment per month, based on his monthly account balance of $21.18, of .2(21.18 - 10) = $2.04. Even after 20 years and 240 payments, this would leave an unrecovered debt in the neighborhood of $3367.75. In other cases, the imposition of an award with a very large "balloon payment” on release from prison has the potential to create perverse incentives, discouraging inmates from doing all they can to earn an early release date.
. Arguably, litigants should have been on notice from the date of this order, February 4. However, since the order has another date, March 1, on which it was intended to be effective, this governs.
