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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 | |
 | Butterfly | 8 | 53.33% | 100.0 | 75.00% | +75.00% | -25.00% | -25.00% | 0.00% | 25:24 | 19:02 | 19:56 | 22:14 | 28:00 | 42:42 | 08:04 | 05:58 |
 | Crystalys | 8 | 53.33% | 79.9 | 62.50% | +48.21% | +37.50% | -12.50% | -9.84% | 27:46 | 21:21 | 25:41 | 28:29 | 30:46 | 31:36 | 05:05 | 03:45 |
 | Black King Bar | 4 | 26.67% | 73.3 | 75.00% | +47.73% | +25.00% | -75.00% | -35.35% | 34:58 | 28:46 | 34:25 | 36:42 | 37:14 | 37:41 | 02:49 | 02:05 |
 | Aghanim's Shard | 4 | 26.67% | 73.3 | 75.00% | +47.73% | +25.00% | +25.00% | 0.00% | 33:29 | 29:40 | 30:54 | 33:11 | 35:46 | 37:52 | 04:51 | 03:36 |
 | Javelin | 2 | 13.33% | 72.9 | 100.00% | +69.23% | 0.00% | 0.00% | 0.00% | 38:58 | 37:22 | 38:10 | 38:58 | 39:46 | 40:34 | 01:36 | 01:11 |
 | Diadem | 13 | 86.67% | 68.0 | 46.15% | +46.15% | +3.85% | +3.85% | 0.00% | 10:51 | 08:31 | 09:37 | 11:02 | 11:37 | 12:56 | 02:00 | 01:28 |
 | Manta Style | 13 | 86.67% | 68.0 | 46.15% | +46.15% | +3.85% | -21.15% | -11.81% | 13:40 | 10:48 | 12:48 | 13:27 | 14:55 | 17:08 | 02:07 | 01:34 |
 | Yasha | 13 | 86.67% | 68.0 | 46.15% | +46.15% | +3.85% | -46.15% | -24.79% | 09:19 | 07:37 | 08:11 | 09:41 | 10:12 | 10:34 | 02:01 | 01:29 |
 | Daedalus | 7 | 46.67% | 67.5 | 57.14% | +32.14% | -7.14% | -57.14% | -10.91% | 31:37 | 24:25 | 29:45 | 30:48 | 34:20 | 37:55 | 04:35 | 03:23 |
 | Magic Wand | 14 | 93.33% | 64.8 | 42.86% | +42.86% | +23.81% | -42.86% | -16.07% | 03:07 | -01:30 | -01:29 | 01:57 | 05:38 | 12:39 | 07:07 | 05:16 |
 | Boots of Speed | 15 | 100.00% | 62.1 | 40.00% | +40.00% | -15.00% | -15.00% | 0.00% | 03:47 | 02:51 | 03:08 | 03:30 | 04:02 | 06:46 | 00:54 | 00:40 |
 | Ring of Basilius | 14 | 93.33% | 53.8 | 35.71% | -64.29% | -10.71% | -10.71% | 0.00% | 02:06 | -01:29 | 01:42 | 01:54 | 02:06 | 07:25 | 00:24 | 00:17 |
 | Arcane Boots | 14 | 93.33% | 53.8 | 35.71% | -64.29% | +14.29% | -35.71% | -37.38% | 05:22 | 03:49 | 04:24 | 04:39 | 05:44 | 09:10 | 01:20 | 00:59 |
 | Aghanim's Scepter | 6 | 40.00% | 52.4 | 50.00% | +16.67% | 0.00% | +50.00% | 5.06% | 32:34 | 24:33 | 24:49 | 27:23 | 34:42 | 54:58 | 09:53 | 07:19 |
 | Eye of Skadi | 3 | 20.00% | 49.8 | 66.67% | +33.34% | +33.33% | -66.67% | 0.00% | 22:12 | 16:38 | 19:32 | 22:27 | 24:58 | 27:30 | 05:26 | 04:01 |
 | Disperser | 7 | 46.67% | 46.9 | 42.86% | +5.36% | -42.86% | +7.14% | 7.35% | 24:16 | 19:38 | 20:29 | 24:21 | 27:17 | 30:17 | 06:48 | 05:02 |
 | Diffusal Blade | 10 | 66.67% | 37.5 | 30.00% | -30.00% | +3.33% | +3.33% | 0.00% | 19:00 | 15:19 | 16:35 | 17:46 | 20:05 | 26:43 | 03:29 | 02:35 |
 | Aghanim's Blessing | 1 | 6.67% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:29 | 56:29 | 56:29 | 56:29 | 56:29 | 56:29 | 00:00 | 00:00 |
 | Silver Edge | 1 | 6.67% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:33 | 26:33 | 26:33 | 26:33 | 26:33 | 26:33 | 00:00 | 00:00 |
 | Nullifier | 1 | 6.67% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:25 | 33:25 | 33:25 | 33:25 | 33:25 | 33:25 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 6.67% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:15 | 30:15 | 30:15 | 30:15 | 30:15 | 30:15 | 00:00 | 00:00 |
 | Moon Shard | 1 | 6.67% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:38 | 48:38 | 48:38 | 48:38 | 48:38 | 48:38 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 6.67% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 00:00 | 00:00 |
 | Maelstrom | 1 | 6.67% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 00:00 | 00:00 |
 | Force Staff | 1 | 6.67% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:15 | 30:15 | 30:15 | 30:15 | 30:15 | 30:15 | 00:00 | 00:00 |
 | Power Treads | 1 | 6.67% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:45 | 06:45 | 06:45 | 06:45 | 06:45 | 06:45 | 00:00 | 00:00 |
 | Mjollnir | 1 | 6.67% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:10 | 38:10 | 38:10 | 38:10 | 38:10 | 38:10 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 6.67% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 6.67% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:39 | 41:39 | 41:39 | 41:39 | 41:39 | 41:39 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 6.67% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:45 | 32:45 | 32:45 | 32:45 | 32:45 | 32:45 | 00:00 | 00:00 |
 | Wind Lace | 6 | 40.00% | 30.5 | 33.33% | -11.11% | +66.67% | -33.33% | -36.98% | 11:22 | 06:55 | 09:37 | 11:28 | 12:20 | 16:42 | 02:42 | 02:00 |
 | Magic Stick | 9 | 60.00% | 24.6 | 22.22% | -44.45% | +2.78% | -22.22% | -8.15% | 01:22 | -01:29 | -01:29 | -01:26 | 04:33 | 09:42 | 06:02 | 04:28 |
 | Null Talisman | 2 | 13.33% | 21.1 | 50.00% | +11.54% | -50.00% | +50.00% | 0.00% | 02:15 | 02:12 | 02:13 | 02:15 | 02:16 | 02:18 | 00:03 | 00:02 |
 | Hurricane Pike | 2 | 13.33% | 21.1 | 50.00% | +11.54% | +50.00% | -50.00% | 0.00% | 32:27 | 30:32 | 31:29 | 32:27 | 33:24 | 34:22 | 01:55 | 01:25 |
 | Swift Blink | 2 | 13.33% | 21.1 | 50.00% | +11.54% | +50.00% | -50.00% | 0.00% | 47:20 | 44:08 | 45:44 | 47:20 | 48:56 | 50:32 | 03:12 | 02:22 |
 | Blink Dagger | 3 | 20.00% | 16.4 | 33.33% | -8.34% | -33.33% | -33.33% | 0.00% | 36:33 | 17:10 | 29:58 | 42:47 | 46:14 | 49:42 | 16:16 | 12:02 |
 | Dragon Lance | 4 | 26.67% | 14.1 | 25.00% | -20.45% | +75.00% | -25.00% | -25.45% | 20:49 | 17:09 | 18:54 | 20:55 | 22:49 | 24:16 | 03:55 | 02:54 |
 | Quelling Blade | 4 | 26.67% | 14.1 | 25.00% | -20.45% | +8.33% | -25.00% | -33.33% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:00 | 00:00 |
 | Rod of Atos | 2 | 13.33% | 0.0 | 0.00% | -46.15% | 0.00% | 0.00% | 0.00% | 16:50 | 13:29 | 15:09 | 16:50 | 18:30 | 20:11 | 03:21 | 02:28 |
 | Octarine Core | 1 | 6.67% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:02 | 37:02 | 37:02 | 37:02 | 37:02 | 37:02 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 6.67% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 00:00 | 00:00 |