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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
Total | Winrate shifts | Timings | |||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Void Stone | 11 | 32.35% | 100.0 | 81.82% | +51.39% | +18.18% | -15.15% | -4.18% | 34:52 | 19:06 | 28:15 | 34:03 | 36:13 | 49:35 | 07:58 | 05:54 | |
Lotus Orb | 7 | 20.59% | 97.3 | 85.71% | +48.67% | +14.29% | -35.71% | 0.00% | 31:19 | 23:18 | 28:13 | 31:58 | 33:48 | 36:14 | 05:35 | 04:08 | |
Aghanim's Scepter | 6 | 17.65% | 94.6 | 83.33% | +44.04% | +16.67% | -83.33% | 0.00% | 36:27 | 31:04 | 31:21 | 34:17 | 38:58 | 47:38 | 07:37 | 05:38 | |
Headdress | 3 | 8.82% | 91.9 | 100.00% | +58.06% | 0.00% | 0.00% | 0.00% | 24:32 | 18:53 | 18:53 | 21:53 | 32:49 | 32:49 | 13:56 | 10:19 | |
Pipe of Insight | 3 | 8.82% | 89.2 | 100.00% | +58.06% | 0.00% | 0.00% | 0.00% | 25:47 | 21:39 | 21:39 | 22:21 | 33:21 | 33:21 | 11:42 | 08:40 | |
Hood of Defiance | 15 | 44.12% | 86.5 | 60.00% | +23.16% | +40.00% | -10.00% | -5.65% | 14:54 | 06:46 | 09:29 | 14:11 | 18:20 | 30:43 | 08:51 | 06:33 | |
Black King Bar | 15 | 44.12% | 83.8 | 60.00% | +23.16% | +40.00% | -35.00% | -11.57% | 27:45 | 19:19 | 23:34 | 26:57 | 30:03 | 38:45 | 06:29 | 04:48 | |
Ring of Health | 33 | 97.06% | 81.1 | 48.48% | +48.48% | -23.48% | +1.52% | 15.63% | 05:18 | 01:52 | 03:23 | 04:00 | 04:59 | 39:50 | 01:36 | 01:11 | |
Phase Boots | 18 | 52.94% | 78.4 | 55.56% | +18.06% | +24.44% | -5.56% | -3.69% | 15:46 | 08:58 | 10:09 | 11:45 | 18:17 | 41:15 | 08:08 | 06:01 | |
Blink Dagger | 34 | 100.00% | 75.7 | 47.06% | +47.06% | +8.50% | -22.06% | -14.91% | 14:40 | 11:19 | 13:28 | 14:35 | 15:31 | 20:25 | 02:03 | 01:31 | |
Boots of Speed | 34 | 100.00% | 73.0 | 47.06% | +47.06% | -2.62% | +2.94% | 1.72% | 07:13 | 01:48 | 06:01 | 08:05 | 09:15 | 11:54 | 03:14 | 02:23 | |
Chainmail | 21 | 61.76% | 70.3 | 52.38% | +13.92% | -12.38% | -12.38% | 0.00% | 16:18 | 06:05 | 08:37 | 16:12 | 22:01 | 41:02 | 13:24 | 09:55 | |
Bracer | 24 | 70.59% | 67.6 | 50.00% | +10.00% | +16.67% | 0.00% | -14.71% | 03:24 | -01:29 | 01:49 | 02:26 | 02:57 | 21:52 | 01:08 | 00:50 | |
Quelling Blade | 24 | 70.59% | 64.9 | 50.00% | +10.00% | +16.67% | 0.00% | 0.00% | -00:32 | -01:29 | -01:29 | -01:29 | -01:29 | 14:31 | 00:00 | 00:00 | |
Magic Wand | 17 | 50.00% | 62.2 | 52.94% | +11.76% | +22.06% | -27.94% | -6.04% | 11:53 | 01:42 | 08:07 | 10:30 | 16:24 | 23:34 | 08:17 | 06:08 | |
Vanguard | 29 | 85.29% | 59.5 | 44.83% | -15.17% | +26.60% | +12.31% | -6.35% | 07:39 | 05:03 | 06:25 | 07:29 | 08:40 | 10:35 | 02:15 | 01:40 | |
Magic Stick | 22 | 64.71% | 56.8 | 45.45% | -4.55% | +4.55% | -25.45% | -2.32% | 08:53 | -01:29 | 02:08 | 08:23 | 15:05 | 23:34 | 12:57 | 09:35 | |
Heaven's Halberd | 6 | 17.65% | 54.1 | 66.67% | +23.81% | -16.67% | +33.33% | 0.00% | 29:39 | 24:14 | 26:00 | 28:28 | 32:12 | 37:21 | 06:12 | 04:35 | |
Overwhelming Blink | 4 | 11.76% | 51.4 | 75.00% | +31.67% | +25.00% | +25.00% | 0.00% | 26:55 | 20:43 | 20:43 | 23:42 | 28:06 | 35:07 | 07:23 | 05:28 | |
Heart of Tarrasque | 4 | 11.76% | 48.6 | 75.00% | +31.67% | +25.00% | +25.00% | 0.00% | 38:59 | 31:07 | 31:07 | 35:25 | 42:22 | 47:03 | 11:15 | 08:20 | |
Sange | 7 | 20.59% | 45.9 | 57.14% | +12.70% | -7.14% | +42.86% | 0.00% | 26:16 | 21:01 | 21:59 | 26:36 | 28:03 | 34:40 | 06:04 | 04:29 | |
Crimson Guard | 9 | 26.47% | 43.2 | 44.44% | -3.56% | +5.56% | +55.56% | 5.43% | 20:31 | 13:33 | 14:50 | 20:00 | 24:02 | 28:06 | 09:12 | 06:48 | |
Helm of Iron Will | 9 | 26.47% | 40.5 | 44.44% | -3.56% | +5.56% | +5.56% | 0.00% | 18:58 | 11:55 | 12:52 | 18:16 | 23:36 | 24:55 | 10:44 | 07:57 | |
Ring of Protection | 13 | 38.24% | 37.8 | 38.46% | -13.92% | -5.13% | -5.13% | 0.00% | 02:02 | -01:29 | -01:29 | -01:29 | -01:28 | 42:22 | 00:01 | 00:00 | |
Refresher Orb | 3 | 8.82% | 35.1 | 66.67% | +21.51% | +33.33% | 0.00% | 0.00% | 42:09 | 36:49 | 36:49 | 40:01 | 49:36 | 49:36 | 12:47 | 09:28 | |
Aghanim's Shard | 8 | 23.53% | 32.4 | 37.50% | -12.50% | -37.50% | +12.50% | 6.70% | 30:13 | 16:35 | 26:25 | 29:22 | 33:53 | 39:24 | 07:28 | 05:31 | |
Fluffy Hat | 4 | 11.76% | 29.7 | 50.00% | +3.33% | +50.00% | +50.00% | 0.00% | 28:56 | 24:14 | 24:14 | 26:03 | 27:09 | 38:16 | 02:55 | 02:09 | |
Force Staff | 4 | 11.76% | 27.0 | 50.00% | +3.33% | +50.00% | +50.00% | 0.00% | 29:00 | 24:14 | 24:14 | 26:20 | 27:09 | 38:16 | 02:55 | 02:09 | |
Blade Mail | 1 | 2.94% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:19 | 23:19 | 23:19 | 23:19 | 23:19 | 23:19 | 00:00 | 00:00 | |
Assault Cuirass | 1 | 2.94% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:03 | 44:03 | 44:03 | 44:03 | 44:03 | 44:03 | 00:00 | 00:00 | |
Buckler | 1 | 2.94% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:23 | 42:23 | 42:23 | 42:23 | 42:23 | 42:23 | 00:00 | 00:00 | |
Eternal Shroud | 1 | 2.94% | 16.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:19 | 45:19 | 45:19 | 45:19 | 45:19 | 45:19 | 00:00 | 00:00 | |
Skull Basher | 1 | 2.94% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:12 | 19:12 | 19:12 | 19:12 | 19:12 | 19:12 | 00:00 | 00:00 | |
Abyssal Blade | 1 | 2.94% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:13 | 25:13 | 25:13 | 25:13 | 25:13 | 25:13 | 00:00 | 00:00 | |
Tranquil Boots | 1 | 2.94% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:22 | 14:22 | 14:22 | 14:22 | 14:22 | 14:22 | 00:00 | 00:00 | |
Wind Lace | 1 | 2.94% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:35 | 13:35 | 13:35 | 13:35 | 13:35 | 13:35 | 00:00 | 00:00 | |
Power Treads | 1 | 2.94% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:14 | 07:14 | 07:14 | 07:14 | 07:14 | 07:14 | 00:00 | 00:00 |