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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 | 22 | 16.06% | 100.0 | 81.82% | +37.47% | +18.18% | -1.82% | -2.41% | 33:49 | 26:12 | 30:21 | 32:03 | 38:39 | 43:19 | 08:18 | 06:08 |
 | Eye of Skadi | 67 | 48.91% | 97.9 | 64.18% | +27.04% | +24.06% | -5.36% | -4.63% | 29:25 | 21:27 | 25:58 | 27:35 | 32:19 | 47:21 | 06:21 | 04:42 |
 | Battle Fury | 62 | 45.26% | 95.7 | 58.06% | +14.06% | -1.81% | -24.73% | -11.65% | 14:16 | 11:19 | 13:18 | 14:02 | 15:16 | 18:31 | 01:58 | 01:27 |
 | Void Stone | 62 | 45.26% | 93.6 | 58.06% | +14.06% | +10.69% | -31.39% | -10.35% | 11:01 | 06:57 | 08:59 | 10:28 | 13:03 | 18:31 | 04:04 | 03:00 |
 | Ring of Health | 64 | 46.72% | 91.5 | 57.81% | +13.97% | +4.69% | -1.56% | -1.37% | 10:58 | 04:29 | 07:52 | 09:40 | 12:26 | 37:37 | 04:34 | 03:22 |
 | Sange | 87 | 63.50% | 89.4 | 55.17% | +13.17% | +8.47% | -27.90% | -22.27% | 19:48 | 13:49 | 18:46 | 19:47 | 20:24 | 28:49 | 01:38 | 01:12 |
 | Sange and Yasha | 86 | 62.77% | 87.2 | 54.65% | +11.51% | +8.99% | -26.08% | -16.83% | 20:08 | 13:49 | 19:06 | 20:03 | 21:11 | 28:49 | 02:05 | 01:32 |
 | Skull Basher | 19 | 13.87% | 85.1 | 68.42% | +20.96% | -8.42% | -8.42% | 0.00% | 32:27 | 26:02 | 29:36 | 30:53 | 34:36 | 41:20 | 05:00 | 03:42 |
 | Yasha | 135 | 98.54% | 83.0 | 51.11% | +51.11% | +1.83% | -12.87% | -4.30% | 15:51 | 09:54 | 14:31 | 16:26 | 17:56 | 23:28 | 03:25 | 02:31 |
 | Quelling Blade | 137 | 100.00% | 80.9 | 50.36% | +50.36% | -9.18% | +11.40% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:10 | 00:00 | 00:00 |
 | Boots of Speed | 137 | 100.00% | 78.7 | 50.36% | +50.36% | -0.36% | -15.07% | -10.63% | 02:28 | 01:07 | 01:44 | 02:12 | 03:07 | 05:57 | 01:23 | 01:01 |
 | Mjollnir | 14 | 10.22% | 76.6 | 71.43% | +23.46% | +3.57% | -38.10% | 0.00% | 36:31 | 25:22 | 31:02 | 31:46 | 45:32 | 47:25 | 14:30 | 10:44 |
 | Phase Boots | 117 | 85.40% | 74.5 | 50.43% | +0.43% | +1.29% | -12.50% | -8.71% | 06:30 | 04:04 | 05:27 | 06:11 | 07:02 | 16:20 | 01:35 | 01:10 |
 | Chainmail | 118 | 86.13% | 72.3 | 50.00% | -2.63% | +10.00% | -15.52% | -13.43% | 05:18 | 01:31 | 04:08 | 04:58 | 06:02 | 16:01 | 01:54 | 01:24 |
 | Aghanim's Shard | 68 | 49.64% | 70.2 | 52.94% | +5.11% | +5.88% | -5.88% | -1.71% | 27:30 | 20:01 | 23:27 | 27:42 | 30:19 | 41:21 | 06:52 | 05:05 |
 | Aghanim's Scepter | 53 | 38.69% | 68.1 | 54.72% | +7.10% | +14.51% | +14.51% | 0.00% | 28:44 | 20:44 | 24:33 | 27:12 | 32:54 | 41:41 | 08:21 | 06:11 |
 | Magic Stick | 129 | 94.16% | 66.0 | 48.84% | -26.16% | +10.54% | +7.41% | -0.94% | 02:30 | -01:30 | -01:29 | 01:15 | 04:49 | 19:32 | 06:18 | 04:40 |
 | Magic Wand | 122 | 89.05% | 63.8 | 48.36% | -18.31% | +0.03% | -11.69% | -1.87% | 07:57 | 00:26 | 04:12 | 07:02 | 10:28 | 23:46 | 06:16 | 04:38 |
 | Wraith Band | 57 | 41.61% | 61.7 | 52.63% | +3.88% | +11.66% | -9.77% | -6.59% | 04:12 | -00:29 | 02:02 | 02:59 | 05:17 | 20:50 | 03:15 | 02:24 |
 | Javelin | 71 | 51.82% | 59.6 | 50.70% | +0.70% | -22.92% | +21.52% | 3.50% | 16:12 | 06:26 | 08:40 | 12:09 | 21:22 | 50:02 | 12:42 | 09:24 |
 | Vanguard | 6 | 4.38% | 57.4 | 83.33% | +34.48% | -33.33% | +16.67% | 0.00% | 38:46 | 32:59 | 35:13 | 36:18 | 43:38 | 46:49 | 08:25 | 06:14 |
 | Maelstrom | 57 | 41.61% | 55.3 | 47.37% | -5.13% | -11.66% | +9.77% | 5.00% | 15:27 | 10:09 | 12:22 | 13:47 | 16:39 | 35:06 | 04:17 | 03:10 |
 | Manta Style | 43 | 31.39% | 53.2 | 48.84% | -2.22% | +5.71% | -3.39% | -2.18% | 19:32 | 14:02 | 17:26 | 19:20 | 21:36 | 26:27 | 04:10 | 03:05 |
 | Wind Lace | 56 | 40.88% | 51.1 | 46.43% | -6.66% | +3.57% | -10.72% | -1.82% | 11:27 | 02:59 | 06:43 | 11:54 | 14:33 | 30:51 | 07:50 | 05:48 |
 | Monkey King Bar | 22 | 16.06% | 48.9 | 54.55% | +4.98% | -4.55% | +5.45% | 1.35% | 34:44 | 25:24 | 30:04 | 34:02 | 37:27 | 53:22 | 07:23 | 05:28 |
 | Black King Bar | 9 | 6.57% | 46.8 | 66.67% | +17.45% | -16.67% | +33.33% | 0.00% | 34:43 | 27:27 | 27:46 | 32:42 | 36:10 | 52:31 | 08:24 | 06:13 |
 | Aghanim's Blessing | 3 | 2.19% | 44.7 | 100.00% | +50.75% | 0.00% | 0.00% | 0.00% | 47:46 | 42:51 | 42:51 | 47:41 | 52:45 | 52:45 | 09:54 | 07:20 |
 | Power Treads | 20 | 14.60% | 42.6 | 50.00% | -0.43% | +10.00% | -10.00% | -20.00% | 06:18 | 04:35 | 05:35 | 05:50 | 06:29 | 09:15 | 00:54 | 00:40 |
 | Blink Dagger | 10 | 7.30% | 40.4 | 60.00% | +10.39% | -26.67% | +40.00% | 0.00% | 31:39 | 22:00 | 27:47 | 32:49 | 35:36 | 37:06 | 07:49 | 05:47 |
 | Shadow Blade | 3 | 2.19% | 38.3 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 32:37 | 25:17 | 25:17 | 28:21 | 44:14 | 44:14 | 18:57 | 14:02 |
 | Abyssal Blade | 3 | 2.19% | 36.2 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 38:53 | 33:18 | 33:18 | 36:29 | 46:52 | 46:52 | 13:34 | 10:02 |
 | Bottle | 3 | 2.19% | 34.0 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 11:03 | 01:55 | 01:55 | 02:44 | 28:29 | 28:29 | 26:34 | 19:40 |
 | Diffusal Blade | 12 | 8.76% | 31.9 | 33.33% | -18.67% | 0.00% | 0.00% | 0.00% | 19:37 | 11:06 | 16:50 | 20:32 | 21:36 | 24:48 | 04:46 | 03:31 |
 | Ring of Protection | 1 | 0.73% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 |
 | Swift Blink | 1 | 0.73% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:59 | 44:59 | 44:59 | 44:59 | 44:59 | 44:59 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.73% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:30 | 57:30 | 57:30 | 57:30 | 57:30 | 57:30 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.73% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:59 | 01:59 | 01:59 | 01:59 | 01:59 | 01:59 | 00:00 | 00:00 |
 | Silver Edge | 2 | 1.46% | 21.3 | 50.00% | -0.37% | +50.00% | 0.00% | 0.00% | 40:52 | 28:32 | 28:32 | 53:12 | 53:12 | 53:12 | 24:40 | 18:16 |
 | Morbid Mask | 3 | 2.19% | 19.1 | 33.33% | -17.42% | -33.33% | 0.00% | 0.00% | 27:52 | 08:33 | 08:33 | 34:54 | 40:09 | 40:09 | 31:36 | 23:24 |
 | Orb of Venom | 1 | 0.73% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:47 | 13:47 | 13:47 | 13:47 | 13:47 | 13:47 | 00:00 | 00:00 |
 | Nullifier | 3 | 2.19% | 14.9 | 0.00% | -51.49% | 0.00% | 0.00% | 0.00% | 44:27 | 32:51 | 32:51 | 44:22 | 56:09 | 56:09 | 23:18 | 17:15 |
 | Mask of Madness | 1 | 0.73% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:55 | 08:55 | 08:55 | 08:55 | 08:55 | 08:55 | 00:00 | 00:00 |
 | Helm of Iron Will | 6 | 4.38% | 10.6 | 0.00% | -52.67% | 0.00% | 0.00% | 0.00% | 41:10 | 29:19 | 31:38 | 40:12 | 47:36 | 55:54 | 15:58 | 11:49 |
 | Crystalys | 2 | 1.46% | 8.5 | 0.00% | -51.11% | 0.00% | 0.00% | 0.00% | 35:22 | 32:50 | 32:50 | 37:54 | 37:54 | 37:54 | 05:04 | 03:45 |
 | Daedalus | 1 | 0.73% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:31 | 40:31 | 40:31 | 40:31 | 40:31 | 40:31 | 00:00 | 00:00 |
 | Divine Rapier | 2 | 1.46% | 4.3 | 0.00% | -51.11% | 0.00% | 0.00% | 0.00% | 38:57 | 37:09 | 37:09 | 40:44 | 40:44 | 40:44 | 03:35 | 02:39 |
 | Hand of Midas | 2 | 1.46% | 2.1 | 0.00% | -51.11% | 0.00% | 0.00% | 0.00% | 11:37 | 10:33 | 10:33 | 12:40 | 12:40 | 12:40 | 02:07 | 01:34 |