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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 | |
 | Mjollnir | 32 | 45.07% | 100.0 | 71.88% | +41.11% | +3.12% | -21.88% | -1.48% | 28:08 | 14:28 | 19:21 | 24:46 | 36:13 | 46:59 | 16:52 | 12:29 |
 | Eye of Skadi | 29 | 40.85% | 97.8 | 65.52% | +27.42% | +5.91% | -8.38% | -3.25% | 30:31 | 23:17 | 28:02 | 30:08 | 32:26 | 42:19 | 04:24 | 03:15 |
 | Vanguard | 12 | 16.90% | 95.7 | 75.00% | +30.93% | +25.00% | -41.67% | 0.00% | 45:29 | 33:27 | 40:01 | 43:14 | 51:53 | 56:40 | 11:52 | 08:47 |
 | Ring of Health | 29 | 40.85% | 93.5 | 62.07% | +21.59% | -4.93% | +23.64% | 1.35% | 27:03 | 06:19 | 13:07 | 28:42 | 34:20 | 56:40 | 21:13 | 15:42 |
 | Ring of Basilius | 14 | 19.72% | 91.3 | 71.43% | +27.57% | -21.43% | -4.76% | 5.38% | 05:48 | 01:25 | 04:31 | 06:03 | 07:37 | 08:47 | 03:06 | 02:17 |
 | Swift Blink | 9 | 12.68% | 89.1 | 77.78% | +32.62% | +22.22% | +22.22% | 0.00% | 49:10 | 33:46 | 37:48 | 48:42 | 52:24 | 1:17:10 | 14:36 | 10:48 |
 | Abyssal Blade | 11 | 15.49% | 87.0 | 72.73% | +27.73% | +27.27% | -39.40% | 0.00% | 45:33 | 33:55 | 40:06 | 43:14 | 52:03 | 56:40 | 11:57 | 08:51 |
 | Skull Basher | 33 | 46.48% | 84.8 | 57.58% | +15.47% | -32.58% | -7.58% | 3.02% | 32:13 | 21:05 | 27:34 | 31:05 | 35:50 | 50:50 | 08:16 | 06:07 |
 | Maelstrom | 61 | 85.92% | 82.6 | 50.82% | +10.82% | -10.82% | -24.15% | -8.33% | 13:03 | 09:52 | 12:13 | 13:01 | 13:49 | 18:46 | 01:36 | 01:11 |
 | Boots of Speed | 71 | 100.00% | 80.4 | 49.30% | +49.30% | +28.48% | -10.41% | -38.89% | 02:13 | 00:50 | 01:44 | 02:03 | 02:29 | 04:03 | 00:45 | 00:33 |
 | Yasha | 69 | 97.18% | 78.3 | 49.28% | -0.72% | +3.66% | +3.66% | 0.00% | 17:45 | 13:40 | 15:59 | 17:05 | 18:56 | 25:38 | 02:57 | 02:11 |
 | Phase Boots | 69 | 97.18% | 76.1 | 49.28% | -0.72% | +15.43% | -8.10% | -12.83% | 06:21 | 03:46 | 05:26 | 06:19 | 07:16 | 08:49 | 01:50 | 01:21 |
 | Chainmail | 69 | 97.18% | 73.9 | 49.28% | -0.72% | +9.54% | -25.75% | -20.96% | 05:06 | 01:03 | 04:07 | 04:57 | 05:48 | 07:57 | 01:41 | 01:14 |
 | Aghanim's Shard | 62 | 87.32% | 71.7 | 50.00% | +5.56% | +12.50% | -16.67% | -6.86% | 21:44 | 15:10 | 19:24 | 21:13 | 23:39 | 35:02 | 04:15 | 03:08 |
 | Javelin | 62 | 87.32% | 69.6 | 50.00% | +5.56% | -6.25% | -16.67% | -4.92% | 09:49 | 06:29 | 08:21 | 09:24 | 10:28 | 30:54 | 02:07 | 01:34 |
 | Quelling Blade | 66 | 92.96% | 67.4 | 48.48% | -11.52% | +4.46% | +7.77% | 0.00% | -01:07 | -01:30 | -01:29 | -01:29 | -01:29 | 08:11 | 00:00 | 00:00 |
 | Blink Dagger | 27 | 38.03% | 65.2 | 55.56% | +10.11% | +1.58% | +1.58% | 0.00% | 32:59 | 22:29 | 24:43 | 29:27 | 34:25 | 1:15:18 | 09:42 | 07:11 |
 | Linken's Sphere | 14 | 19.72% | 63.0 | 64.29% | +18.68% | +35.71% | +35.71% | 0.00% | 29:58 | 19:26 | 28:07 | 29:13 | 32:56 | 40:00 | 04:49 | 03:34 |
 | Magic Stick | 63 | 88.73% | 60.9 | 47.62% | -14.88% | +8.63% | +8.63% | 0.00% | 01:23 | -01:30 | -01:29 | -01:29 | 03:48 | 14:21 | 05:17 | 03:54 |
 | Void Stone | 23 | 32.39% | 58.7 | 56.52% | +10.69% | -6.52% | +10.15% | 0.82% | 21:24 | 06:58 | 09:13 | 23:59 | 29:39 | 38:40 | 20:26 | 15:08 |
 | Magic Wand | 67 | 94.37% | 56.5 | 46.27% | -53.73% | -5.09% | +12.55% | 2.22% | 06:44 | -01:29 | 02:52 | 06:15 | 10:48 | 19:06 | 07:56 | 05:52 |
 | Manta Style | 45 | 63.38% | 54.3 | 48.89% | -1.11% | -3.44% | +14.75% | 5.93% | 21:47 | 17:40 | 19:50 | 21:31 | 22:54 | 32:49 | 03:04 | 02:16 |
 | Wind Lace | 22 | 30.99% | 52.2 | 54.55% | +7.61% | +12.12% | -34.55% | -4.28% | 13:48 | 03:59 | 06:25 | 14:08 | 17:20 | 40:05 | 10:55 | 08:05 |
 | Sange | 18 | 25.35% | 50.0 | 55.56% | +8.39% | +4.44% | -5.56% | -1.97% | 21:09 | 16:13 | 18:28 | 19:32 | 23:33 | 30:25 | 05:05 | 03:45 |
 | Sange and Yasha | 18 | 25.35% | 47.8 | 55.56% | +8.39% | +4.44% | -5.56% | -1.97% | 21:25 | 17:26 | 18:29 | 19:51 | 23:33 | 30:25 | 05:04 | 03:45 |
 | Wraith Band | 21 | 29.58% | 45.7 | 47.62% | -2.38% | +12.38% | +12.38% | 0.00% | 04:38 | -01:29 | 01:38 | 03:02 | 05:39 | 15:30 | 04:01 | 02:58 |
 | Butterfly | 8 | 11.27% | 43.5 | 50.00% | +0.79% | 0.00% | +50.00% | 0.00% | 45:43 | 31:19 | 32:28 | 35:07 | 58:52 | 1:13:09 | 26:24 | 19:33 |
 | Aghanim's Scepter | 5 | 7.04% | 41.3 | 60.00% | +11.52% | +40.00% | +40.00% | 0.00% | 43:19 | 34:00 | 34:00 | 39:37 | 42:05 | 1:05:44 | 08:05 | 05:59 |
 | Battle Fury | 9 | 12.68% | 39.1 | 44.44% | -5.56% | +55.56% | -44.44% | 0.00% | 13:49 | 12:26 | 12:33 | 13:26 | 15:02 | 16:32 | 02:29 | 01:50 |
 | Black King Bar | 6 | 8.45% | 37.0 | 50.00% | +0.77% | 0.00% | -50.00% | 0.00% | 35:43 | 24:20 | 27:07 | 28:41 | 39:00 | 1:02:39 | 11:53 | 08:48 |
 | Monkey King Bar | 6 | 8.45% | 34.8 | 50.00% | +0.77% | 0.00% | +50.00% | 0.00% | 40:47 | 31:12 | 37:55 | 39:57 | 43:57 | 48:17 | 06:02 | 04:28 |
 | Ring of Protection | 1 | 1.41% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:07 | 08:07 | 08:07 | 08:07 | 08:07 | 08:07 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.41% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:07 | 08:07 | 08:07 | 08:07 | 08:07 | 08:07 | 00:00 | 00:00 |
 | Aghanim's Blessing | 2 | 2.82% | 28.3 | 50.00% | +0.72% | -50.00% | 0.00% | 0.00% | 57:20 | 48:55 | 48:55 | 1:05:44 | 1:05:44 | 1:05:44 | 16:49 | 12:27 |
 | Moon Shard | 2 | 2.82% | 26.1 | 50.00% | +0.72% | +50.00% | 0.00% | 0.00% | 1:01:32 | 53:38 | 53:38 | 1:09:25 | 1:09:25 | 1:09:25 | 15:47 | 11:41 |
 | Refresher Orb | 2 | 2.82% | 23.9 | 50.00% | +0.72% | +50.00% | 0.00% | 0.00% | 48:28 | 48:07 | 48:07 | 48:48 | 48:48 | 48:48 | 00:41 | 00:30 |
 | Power Treads | 2 | 2.82% | 21.7 | 50.00% | +0.72% | +50.00% | 0.00% | 0.00% | 06:13 | 06:01 | 06:01 | 06:24 | 06:24 | 06:24 | 00:23 | 00:17 |
 | Shadow Blade | 3 | 4.23% | 19.6 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 28:15 | 24:39 | 24:39 | 29:50 | 30:16 | 30:16 | 05:37 | 04:09 |
 | Divine Rapier | 3 | 4.23% | 17.4 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 50:58 | 40:33 | 40:33 | 49:23 | 1:02:59 | 1:02:59 | 22:26 | 16:37 |
 | Silver Edge | 3 | 4.23% | 15.2 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 31:11 | 27:35 | 27:35 | 32:43 | 33:16 | 33:16 | 05:41 | 04:12 |
 | Crystalys | 3 | 4.23% | 13.0 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 30:35 | 26:44 | 26:44 | 32:27 | 32:33 | 32:33 | 05:49 | 04:18 |
 | Nullifier | 1 | 1.41% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:58 | 34:58 | 34:58 | 34:58 | 34:58 | 34:58 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.41% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:44 | 12:44 | 12:44 | 12:44 | 12:44 | 12:44 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 1.41% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:26 | 07:26 | 07:26 | 07:26 | 07:26 | 07:26 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 1.41% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:32 | 08:32 | 08:32 | 08:32 | 08:32 | 08:32 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.41% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:03 | 34:03 | 34:03 | 34:03 | 34:03 | 34:03 | 00:00 | 00:00 |