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Pudge Black King Bar Timing

Black King Bar was bought 408 times on Pudge before 30:00 in this data; the most purchases (61.3%) came in the 25:00–30:00 window. The two 95% intervals overlap, so this sample shows no clear win-rate difference between buying Black King Bar by 25:00 and buying it later.

Patch 7.41Updated: Purchases before 30:00: 408Not patch-specific
DetailsSource: OpenDota public matches. These statistics are not filtered by patch; the patch shown is the latest one OpenDota lists. Patch released: . OpenDota's patch list has had no new entry for 195 days, so a newer game patch may already exist. How we calculate this

Win rate by purchase minute

050100by7:30n=07:30–10:00n=0low10:00–12:00n=3low12:00–15:00n=3low15:00–20:00n=256420:00–25:00n=1275825:00–30:00n=250
Bars: win rate of games in which the item was bought in that time window (scale 0-100%, dashed line at 50%). Thin line: 95% interval. Time windows with fewer than 30 purchases get only a grey stub marked "low": too few games for a rate.
Pudge win rate by Black King Bar purchase time
BoughtPurchasesWin rate95% intervalNote
by 7:300——No purchases
7:30–10:000——No purchases
10:00–12:0030.0%0.0%–56.1%Low sample
12:00–15:00366.7%20.8%–93.8%Low sample
15:00–20:002556.0%37.1%–73.3%Low sample
20:00–25:0012763.8%55.1%–71.6%
25:00–30:0025057.6%51.4%–63.6%

Earlier or later?

DATA

  • Bought by 25:00: 61.4% won (158 purchases, 95% interval 53.6%–68.6%).
  • Bought between 25:00 and 30:00: 57.6% won (250 purchases, 95% interval 51.4%–63.6%).

The split at 25:00 is the time window edge closest to the middle purchase, chosen from purchase times only, never from results.

INTERPRETATION

This is a correlation, not the effect of the purchase. Purchase time and the result are linked both ways: a game that is going well brings gold sooner, and a game that is going badly delays every item. Do not read a higher bar as "buy it earlier and you will win more".

How this is measured

  • Source: OpenDota item timing data for Pudge (parsed public matches). Only matches whose replay was parsed are included, so this is not every public game.
  • The provider keeps a rolling window of recent weeks and does not filter by patch; the patch shown above is the latest one OpenDota lists.
  • Each purchase counts once, so buying the item twice in one game counts twice. Purchases after 30:00 are not in the data. The time windows are the provider's.
  • A time window needs at least 30 purchases (the site's minimum sample, the same as for matchups) before its win rate is shown; the page exists only while at least two windows reach it.

Black King Bar: item facts

Cost:
4,050 gold
active: Avatar
Applies a basic dispel. Grants 60% magic resistance and immunity to reflected and pure damage. For the duration of the effect, any negative effect from enemy spells has no effect. Duration: 9s Dispel Type: Basic Dispel

Item text from OpenDota game data (English, as in the game client).

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