OPINION

Harold Hunt appeals the District Court’s order dismissing his complaint as barred by the statute of limitations. For reasons that follow, we will vacate the judgment of the District Court and remand for further proceedings.

I

On January 10, 2003, Hunt filed a summary complaint alleging that the defendants conspired to deny or interfere with his medical treatment while he was a state prisoner. (At the time he filed his complaint, Hunt was no longer a prisoner.) In response to the defendants’ motion for a more definite statement, Hunt set forth a series of medical complaints beginning “about June, 1997.” Most important for present purposes, in 118 he states: “After INH medication was stopped aweek [sic] before the time of completion, plaintiff seeked [sic] treatment for hepatitis C, and was denied by all doctors ... which continued from 1997 to January 8, 2001.”

Certain of the defendants responded with a motion to dismiss the complaint because, inter alia, it is facially apparent from 118 that Hunt’s complaint was filed two days late under the pertinent two-year statute of limitations. In his brief in opposition Hunt retorted that “the facts in this ease ... continued to January 12, 2001,” not January 8, and that the defendants’ actions “constitute a continuing and ongoing wrong/ and wrongs .... ” which continued until his release (on January 12 1 ). *681 Hunt then filed a motion to amend his complaint, which the court granted. In his amended complaint Hunt described his claims in further detail, but provided no specific date later than December 8, 2000. He also complained, however, that mistreatment continued until his release. The defendants moved to dismiss the amended complaint for essentially the same reasons as before.

The Magistrate Judge found in favor of the defendants, deeming Hunt’s changing January 8, 2001, to January 12, 2001, “a transparent attempt to avoid the statute of limitations.” Moreover, the Magistrate Judge found the amended complaint untimely even with regard to January 12, 2001, because it was not filed until August 2004 and because the allegations concerning the period between January 10 and January 12 do not relate back. He also concluded that the “continuing violations” doctrine does not apply because the amended complaint was not filed within two years of January 12, 2001. Over Hunt’s objections the District Court adopted the Magistrate Judge’s Report and Recommendation, dismissed Hunt’s complaint as to all the defendants, and denied Hunt’s subsequent motion for reconsideration. This appeal followed. 2

II

A complaint may not be dismissed under Rule 12(b)(6) as untimely under the relevant statute of limitations unless it is plain from the face of the complaint that it was not timely filed. Oshiver v. Levin, Fishbein, Sedran & Berman, 38 F.3d 1380, 1385 n. 1 (3d Cir. 1994). Hunt’s initial complaint provides no dates at all. He did not provide the date on which the defendants based their motion to dismiss—January 8, 2001—until his response to the motion for a more definite statement. In his reply to the motion to dismiss, Hunt changed the date to January 12, his release date, and complained that the defendants’ alleged malfeasance “lasted the entire period until released.” In his amended complaint Hunt did not expressly provide any final date for his alleged mistreatment. Rather, he stated that he was denied adequate treatment during the period leading up to his release:

The defendants continued the ongoing denial of necessary diagnosis, follow-up treatment two weeks before plaintiff went home he was locked up and denied adequate pain medication. While locked up ... plaintiff could not eat could see just a little, from eye pain, and burning eyes, I was swelled up yet I could not see a doctor. Plaintiffs head was tingling and tight and a very loud ringing in the ears. I was confused and could barely think straight or walk straight plaintiff was forced to walk to a bus stop where it took plaintiff almost 45 minutes to walk 2 blocks to a bus stop, I had trouble communicating with the bus driver. I thought I would fall out at any time.

Amended complaint at 1141.

In other words, it does not clearly appear on the face of Hunt’s amended complaint that his action is barred by the statute of limitations. To reach the conclusion that it was, the Magistrate Judge relied chiefly on two reasons. The first required him to look beyond the face of Hunt’s pleadings and find that changing the date to January 12 was “a transparent attempt to avoid the statute of limitations.” R & R at 2. This finding has at least two *682 flaws. First, in ruling on a motion to dismiss, a court “accept[s] all facts pleaded as true and draw[s] all reasonable inferences in favor of the plaintiff.” Oshiver, 38 F.3d at 1384. Second, it is not at all obvious that Hunt was acting in bad faith to avoid the statute of limitations. The thrust of Hunt’s pleadings is that he was provided inadequate medical treatment throughout his period of incarceration, and his argument that he was confused and mistook the date of his discharge is neither false on its face nor inherently implausible. Yet unless Hunt was discharged more than two years before he filed his complaint, the complaint was not, on its face, untimely filed. Hunt’s pleadings are hardly models of lucidity, and it does not comport with the leeway owed to pro se litigants to hold him to the earlier of two (or more) dates in his filings in order to find his complaint untimely.

The second major reason relied on by the Magistrate Judge is that even if January 12, 2001, is accepted as the pertinent date, it is of no avail because Hunt did not allege that date until he filed his amended complaint in August 2004, i.e., more than three and a half years after January 12, 2001. 3 Although this would not matter if the amended complaint related back, the Magistrate Judge implicitly concluded that it did not, citing cases for the familiar proposition that relation back is precluded when “new or distinct conduct, transactions, or occurrences are alleged as grounds for recovery.” R&R at 3.

However, the Magistrate Judge provides no support for this conclusion. Hunt alleges that the defendants engaged in a pattern of continuing behavior, which began in 1997 and lasted until his release. When altering the date to January 12 in his response to the motion to dismiss, Hunt does not appear to have added any new claims or to describe significantly different untreated symptoms (even if the amended complaint added new claims as well as fleshing out his previously stated claims, that would not warrant dismissing the entire complaint as time-barred). 4

For these reasons, we conclude that the District Court erred in dismissing the complaint as untimely under Rule 12(b)(6). Accordingly, we will vacate the judgment of the District Court and remand the matter for further proceedings. 5