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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 | |
 | Buckler | 75 | 58.14% | 100.0 | 68.00% | +43.93% | +16.21% | -20.63% | -6.93% | 27:53 | 18:00 | 25:10 | 27:21 | 30:29 | 49:12 | 05:19 | 03:56 |
 | Assault Cuirass | 69 | 53.49% | 98.1 | 68.12% | +39.79% | +14.23% | -21.06% | -6.23% | 28:59 | 18:54 | 25:43 | 29:12 | 31:23 | 49:37 | 05:40 | 04:11 |
 | Ring of Protection | 78 | 60.47% | 96.3 | 66.67% | +43.14% | -1.67% | -19.30% | -2.73% | 25:00 | -01:29 | 23:43 | 26:30 | 30:11 | 49:12 | 06:28 | 04:47 |
 | Blink Dagger | 64 | 49.61% | 94.4 | 64.06% | +28.68% | +10.94% | +4.69% | -0.66% | 26:42 | 14:01 | 21:54 | 24:46 | 31:18 | 49:15 | 09:24 | 06:57 |
 | Yasha | 34 | 26.36% | 92.6 | 67.65% | +24.49% | +32.35% | -30.15% | -12.63% | 25:26 | 18:39 | 22:22 | 25:33 | 27:19 | 36:48 | 04:57 | 03:40 |
 | Sange and Yasha | 32 | 24.81% | 90.7 | 65.63% | +21.30% | +34.37% | -15.63% | -10.45% | 26:18 | 19:56 | 22:47 | 26:02 | 27:34 | 37:14 | 04:47 | 03:32 |
 | Black King Bar | 67 | 51.94% | 88.9 | 56.72% | +14.78% | +19.75% | -9.66% | -5.45% | 27:13 | 18:56 | 23:38 | 25:34 | 29:02 | 51:04 | 05:24 | 04:00 |
 | Sange | 74 | 57.36% | 87.0 | 54.05% | +10.41% | +19.63% | -9.61% | -8.16% | 21:17 | 14:14 | 19:00 | 20:28 | 22:35 | 34:42 | 03:35 | 02:39 |
 | Radiance | 102 | 79.07% | 85.2 | 51.96% | +11.22% | +13.42% | -23.96% | -18.54% | 17:46 | 14:08 | 16:25 | 17:34 | 18:26 | 24:29 | 02:01 | 01:29 |
 | Quelling Blade | 129 | 100.00% | 83.3 | 49.61% | +49.61% | +3.52% | +12.89% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Boots of Speed | 129 | 100.00% | 81.5 | 49.61% | +49.61% | +0.39% | +3.52% | 1.55% | 03:31 | 01:22 | 02:20 | 03:34 | 04:21 | 08:33 | 02:01 | 01:29 |
 | Phase Boots | 126 | 97.67% | 79.6 | 48.41% | -51.59% | -1.53% | -0.02% | 0.96% | 06:22 | 04:02 | 05:23 | 06:02 | 06:57 | 12:18 | 01:34 | 01:09 |
 | Chainmail | 126 | 97.67% | 77.8 | 48.41% | -51.59% | +4.72% | -9.70% | -4.65% | 04:08 | 00:54 | 02:17 | 03:56 | 05:23 | 11:32 | 03:06 | 02:17 |
 | Magic Stick | 124 | 96.12% | 75.9 | 48.39% | -31.61% | -6.45% | 0.00% | 6.45% | 00:59 | -01:30 | -01:29 | -01:29 | 01:42 | 21:43 | 03:11 | 02:21 |
 | Magic Wand | 113 | 87.60% | 74.1 | 48.67% | -7.58% | +4.90% | -12.96% | -1.30% | 10:30 | 00:31 | 03:41 | 08:10 | 17:23 | 30:25 | 13:42 | 10:08 |
 | Bracer | 27 | 20.93% | 72.2 | 59.26% | +12.20% | -2.12% | -16.40% | -14.28% | 02:18 | 01:17 | 01:38 | 01:55 | 02:11 | 07:51 | 00:33 | 00:24 |
 | Overwhelming Blink | 4 | 3.10% | 70.4 | 100.00% | +52.00% | 0.00% | 0.00% | 0.00% | 35:58 | 33:22 | 33:22 | 34:28 | 35:50 | 40:12 | 02:28 | 01:49 |
 | Swift Blink | 10 | 7.75% | 68.5 | 70.00% | +22.10% | +30.00% | -20.00% | -6.83% | 44:11 | 31:52 | 38:05 | 43:45 | 45:24 | 1:07:09 | 07:19 | 05:25 |
 | Shadow Blade | 8 | 6.20% | 66.7 | 75.00% | +27.07% | +25.00% | -25.00% | 0.00% | 33:51 | 30:12 | 30:13 | 33:47 | 36:15 | 38:02 | 06:02 | 04:28 |
 | Helm of Iron Will | 53 | 41.09% | 64.8 | 47.17% | -4.15% | +14.37% | -24.09% | -9.38% | 11:25 | 02:27 | 08:07 | 10:01 | 12:13 | 45:59 | 04:06 | 03:02 |
 | Armlet of Mordiggian | 51 | 39.53% | 63.0 | 47.06% | -4.22% | +45.25% | -23.98% | -36.12% | 12:21 | 09:42 | 10:58 | 11:43 | 12:53 | 21:28 | 01:55 | 01:25 |
 | Ring of Health | 17 | 13.18% | 61.1 | 58.82% | +10.61% | +16.18% | -58.82% | -5.49% | 41:36 | 32:10 | 36:25 | 39:29 | 50:04 | 57:04 | 13:39 | 10:06 |
 | Vanguard | 15 | 11.63% | 59.3 | 60.00% | +11.75% | +15.00% | -35.00% | -9.40% | 42:17 | 32:10 | 36:26 | 39:29 | 41:45 | 1:05:27 | 05:19 | 03:56 |
 | Hand of Midas | 33 | 25.58% | 57.4 | 48.48% | -1.52% | +26.52% | -23.48% | -31.25% | 10:52 | 07:43 | 09:52 | 11:04 | 11:28 | 13:20 | 01:36 | 01:11 |
 | Skull Basher | 21 | 16.28% | 55.6 | 52.38% | +3.31% | +27.62% | -32.38% | -5.93% | 36:50 | 24:43 | 29:27 | 36:59 | 39:34 | 1:05:08 | 10:07 | 07:29 |
 | Aghanim's Shard | 35 | 27.13% | 53.7 | 45.71% | -5.35% | +20.96% | -12.38% | -4.23% | 26:21 | 20:01 | 20:51 | 24:52 | 28:44 | 49:21 | 07:53 | 05:50 |
 | Abyssal Blade | 14 | 10.85% | 51.9 | 57.14% | +8.44% | +17.86% | -57.14% | -5.53% | 42:48 | 32:45 | 36:32 | 39:36 | 50:06 | 1:05:34 | 13:34 | 10:02 |
 | Silver Edge | 6 | 4.65% | 50.0 | 66.67% | +17.89% | +33.33% | +33.33% | 0.00% | 35:48 | 32:04 | 34:10 | 34:58 | 38:03 | 38:33 | 03:53 | 02:52 |
 | Power Treads | 4 | 3.10% | 48.1 | 75.00% | +26.20% | +25.00% | -75.00% | 0.00% | 12:27 | 04:27 | 04:27 | 05:16 | 05:49 | 34:14 | 01:22 | 01:00 |
 | Refresher Orb | 2 | 1.55% | 46.3 | 100.00% | +51.18% | 0.00% | 0.00% | 0.00% | 46:40 | 37:20 | 37:20 | 55:59 | 55:59 | 55:59 | 18:39 | 13:48 |
 | Manta Style | 2 | 1.55% | 44.4 | 100.00% | +51.18% | 0.00% | 0.00% | 0.00% | 22:16 | 21:52 | 21:52 | 22:40 | 22:40 | 22:40 | 00:48 | 00:35 |
 | Heaven's Halberd | 18 | 13.95% | 42.6 | 38.89% | -12.46% | +1.11% | -13.89% | -1.53% | 27:05 | 18:40 | 22:25 | 24:29 | 32:13 | 35:07 | 09:48 | 07:15 |
 | Bloodthorn | 3 | 2.33% | 40.7 | 66.67% | +17.46% | +33.33% | 0.00% | 0.00% | 44:25 | 38:21 | 38:21 | 42:17 | 52:36 | 52:36 | 14:15 | 10:33 |
 | Orchid Malevolence | 3 | 2.33% | 38.9 | 66.67% | +17.46% | +33.33% | 0.00% | 0.00% | 42:54 | 36:58 | 36:58 | 39:20 | 52:24 | 52:24 | 15:26 | 11:25 |
 | Monkey King Bar | 7 | 5.43% | 37.0 | 42.86% | -7.14% | -42.86% | +7.14% | 0.00% | 34:18 | 26:46 | 29:27 | 33:22 | 35:43 | 44:17 | 06:16 | 04:38 |
 | Eye of Skadi | 7 | 5.43% | 35.2 | 42.86% | -7.14% | +57.14% | -42.86% | 0.00% | 34:56 | 29:38 | 31:33 | 33:07 | 34:05 | 43:08 | 02:32 | 01:52 |
 | Javelin | 12 | 9.30% | 33.3 | 33.33% | -17.95% | -33.33% | 0.00% | 3.64% | 31:13 | 22:39 | 25:11 | 31:10 | 34:20 | 44:17 | 09:09 | 06:46 |
 | Blight Stone | 8 | 6.20% | 31.5 | 37.50% | -12.91% | +12.50% | -37.50% | 0.00% | 12:48 | 02:42 | 11:54 | 12:38 | 16:05 | 17:31 | 04:11 | 03:05 |
 | Void Stone | 4 | 3.10% | 29.6 | 50.00% | +0.40% | +50.00% | +50.00% | 0.00% | 49:00 | 37:19 | 37:19 | 50:16 | 52:25 | 55:58 | 15:06 | 11:11 |
 | Ghost Scepter | 1 | 0.78% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:07 | 33:07 | 33:07 | 33:07 | 33:07 | 33:07 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.78% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:15 | 60:15 | 60:15 | 60:15 | 60:15 | 60:15 | 00:00 | 00:00 |
 | Desolator | 7 | 5.43% | 24.1 | 28.57% | -22.25% | +71.43% | -28.57% | 0.00% | 17:33 | 16:36 | 16:41 | 17:21 | 17:31 | 19:58 | 00:50 | 00:37 |
 | Divine Rapier | 9 | 6.98% | 22.2 | 22.22% | -29.45% | +27.78% | -22.22% | 0.00% | 42:26 | 24:29 | 38:30 | 42:24 | 47:13 | 53:17 | 08:43 | 06:27 |
 | Aghanim's Scepter | 2 | 1.55% | 20.4 | 50.00% | +0.39% | -50.00% | 0.00% | 0.00% | 48:27 | 36:38 | 36:38 | 60:15 | 60:15 | 60:15 | 23:37 | 17:29 |
 | Mjollnir | 3 | 2.33% | 18.5 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 30:00 | 28:43 | 28:43 | 29:39 | 31:38 | 31:38 | 02:55 | 02:09 |
 | Nullifier | 3 | 2.33% | 16.7 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 38:31 | 26:32 | 26:32 | 42:55 | 46:07 | 46:07 | 19:35 | 14:30 |
 | Moon Shard | 3 | 2.33% | 14.8 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 50:56 | 43:26 | 43:26 | 45:06 | 1:04:15 | 1:04:15 | 20:49 | 15:25 |
 | Maelstrom | 4 | 3.10% | 13.0 | 25.00% | -25.40% | -25.00% | +75.00% | 0.00% | 27:35 | 25:11 | 25:11 | 25:15 | 28:42 | 31:10 | 03:31 | 02:36 |
 | Blade Mail | 1 | 0.78% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:09 | 28:09 | 28:09 | 28:09 | 28:09 | 28:09 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.78% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:07 | 02:07 | 02:07 | 02:07 | 02:07 | 02:07 | 00:00 | 00:00 |
 | Wind Lace | 4 | 3.10% | 7.4 | 0.00% | -51.20% | 0.00% | 0.00% | 0.00% | 16:10 | 13:34 | 13:34 | 14:32 | 17:32 | 19:02 | 03:58 | 02:56 |
 | Battle Fury | 1 | 0.78% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:35 | 52:35 | 52:35 | 52:35 | 52:35 | 52:35 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 0.78% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:11 | 15:11 | 15:11 | 15:11 | 15:11 | 15:11 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.78% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:16 | 38:16 | 38:16 | 38:16 | 38:16 | 38:16 | 00:00 | 00:00 |