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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 | 51 | 66.23% | 100.0 | 72.55% | +45.63% | +4.37% | -11.01% | -2.89% | 27:53 | 18:00 | 25:10 | 27:20 | 30:29 | 49:12 | 05:19 | 03:56 |
 | Bracer | 17 | 22.08% | 98.1 | 82.35% | +32.35% | -7.35% | +17.65% | 25.00% | 01:57 | 01:17 | 01:38 | 01:50 | 02:00 | 03:12 | 00:22 | 00:16 |
 | Ring of Protection | 52 | 67.53% | 96.2 | 71.15% | +43.15% | -9.61% | -17.30% | -1.15% | 26:31 | -01:29 | 23:43 | 26:32 | 30:23 | 49:12 | 06:40 | 04:56 |
 | Assault Cuirass | 46 | 59.74% | 94.3 | 71.74% | +36.26% | +3.26% | -17.19% | -3.22% | 28:55 | 18:54 | 25:43 | 28:33 | 32:04 | 49:37 | 06:21 | 04:42 |
 | Yasha | 24 | 31.17% | 92.5 | 75.00% | +25.94% | +25.00% | -8.33% | -7.94% | 24:48 | 18:39 | 21:56 | 23:14 | 26:08 | 36:48 | 04:12 | 03:06 |
 | Blink Dagger | 38 | 49.35% | 90.6 | 68.42% | +22.27% | +11.58% | +20.47% | 0.86% | 27:39 | 16:32 | 21:58 | 25:53 | 32:17 | 49:15 | 10:19 | 07:38 |
 | Sange and Yasha | 22 | 28.57% | 88.7 | 72.73% | +21.82% | +27.27% | -12.73% | -9.30% | 25:41 | 19:56 | 22:41 | 24:43 | 26:59 | 37:14 | 04:18 | 03:11 |
 | Black King Bar | 45 | 58.44% | 86.8 | 64.44% | +17.56% | +17.38% | -0.80% | -4.09% | 26:39 | 20:46 | 23:38 | 24:58 | 28:05 | 51:04 | 04:27 | 03:17 |
 | Radiance | 59 | 76.62% | 84.9 | 61.02% | +16.58% | +12.31% | -14.35% | -15.84% | 17:28 | 14:08 | 16:38 | 17:28 | 18:19 | 21:34 | 01:41 | 01:14 |
 | Boots of Speed | 77 | 100.00% | 83.0 | 57.14% | +57.14% | -4.51% | -4.51% | 0.00% | 03:29 | 01:22 | 02:23 | 03:33 | 04:22 | 06:20 | 01:59 | 01:28 |
 | Quelling Blade | 77 | 100.00% | 81.1 | 57.14% | +57.14% | +6.02% | -4.51% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Sange | 44 | 57.14% | 79.2 | 61.36% | +9.84% | +2.28% | -15.91% | -6.54% | 21:05 | 14:14 | 19:09 | 20:28 | 21:56 | 33:54 | 02:47 | 02:03 |
 | Phase Boots | 76 | 98.70% | 77.4 | 56.58% | -43.42% | -3.95% | +6.58% | 7.52% | 06:14 | 04:02 | 05:25 | 05:56 | 06:49 | 12:18 | 01:24 | 01:02 |
 | Chainmail | 76 | 98.70% | 75.5 | 56.58% | -43.42% | +6.58% | +1.31% | -1.69% | 04:06 | 00:54 | 02:16 | 03:58 | 05:23 | 11:32 | 03:07 | 02:18 |
 | Magic Stick | 72 | 93.51% | 73.6 | 55.56% | -24.44% | -16.67% | +11.11% | 27.78% | 00:25 | -01:30 | -01:29 | -01:29 | 01:42 | 10:20 | 03:11 | 02:21 |
 | Magic Wand | 63 | 81.82% | 71.7 | 55.56% | -8.73% | +13.19% | -18.06% | -3.53% | 08:20 | 00:31 | 03:10 | 05:23 | 12:01 | 30:25 | 08:51 | 06:33 |
 | Overwhelming Blink | 4 | 5.19% | 69.8 | 100.00% | +45.21% | 0.00% | 0.00% | 0.00% | 35:58 | 33:22 | 33:22 | 34:28 | 35:50 | 40:12 | 02:28 | 01:49 |
 | Vanguard | 11 | 14.29% | 67.9 | 72.73% | +18.18% | +27.27% | -39.40% | -12.20% | 41:39 | 32:10 | 34:30 | 38:11 | 39:58 | 1:05:27 | 05:28 | 04:02 |
 | Ring of Health | 13 | 16.88% | 66.0 | 69.23% | +14.54% | +30.77% | -69.23% | -6.42% | 40:51 | 32:10 | 34:30 | 38:11 | 50:04 | 52:25 | 15:34 | 11:31 |
 | Helm of Iron Will | 36 | 46.75% | 64.2 | 55.56% | -2.98% | 0.00% | -22.23% | -7.71% | 10:49 | 02:27 | 07:53 | 09:23 | 10:46 | 45:59 | 02:53 | 02:08 |
 | Armlet of Mordiggian | 35 | 45.45% | 62.3 | 54.29% | -5.23% | +34.60% | -20.96% | -34.37% | 12:11 | 09:42 | 10:46 | 11:21 | 12:23 | 21:28 | 01:37 | 01:11 |
 | Swift Blink | 6 | 7.79% | 60.4 | 83.33% | +28.40% | -33.33% | +16.67% | 0.00% | 46:26 | 37:25 | 40:07 | 43:45 | 45:24 | 1:07:09 | 05:17 | 03:54 |
 | Aghanim's Shard | 18 | 23.38% | 58.5 | 61.11% | +5.18% | +18.89% | -11.11% | -2.83% | 27:32 | 20:01 | 20:25 | 25:36 | 31:00 | 49:21 | 10:35 | 07:50 |
 | Abyssal Blade | 10 | 12.99% | 56.6 | 70.00% | +14.78% | +30.00% | -70.00% | -6.49% | 42:15 | 32:45 | 34:41 | 38:22 | 50:06 | 1:05:34 | 15:25 | 11:25 |
 | Hand of Midas | 19 | 24.68% | 54.7 | 57.89% | +0.99% | +2.11% | -17.89% | -20.00% | 10:53 | 09:31 | 10:15 | 11:04 | 11:14 | 12:51 | 00:59 | 00:43 |
 | Skull Basher | 16 | 20.78% | 52.8 | 56.25% | -1.13% | +18.75% | -6.25% | -2.45% | 37:30 | 24:43 | 28:15 | 36:59 | 38:26 | 1:05:08 | 10:11 | 07:32 |
 | Shadow Blade | 6 | 7.79% | 50.9 | 66.67% | +10.33% | +33.33% | -66.67% | 0.00% | 33:10 | 30:12 | 30:13 | 31:26 | 36:15 | 36:54 | 06:02 | 04:28 |
 | Refresher Orb | 2 | 2.60% | 49.1 | 100.00% | +44.00% | 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 | 2.60% | 47.2 | 100.00% | +44.00% | 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 | 10 | 12.99% | 45.3 | 50.00% | -8.21% | -16.67% | 0.00% | 2.18% | 26:38 | 18:40 | 22:02 | 26:52 | 29:40 | 35:07 | 07:38 | 05:39 |
 | Eye of Skadi | 6 | 7.79% | 43.4 | 50.00% | -7.75% | +50.00% | -50.00% | 0.00% | 33:34 | 29:38 | 31:33 | 31:57 | 34:05 | 41:05 | 02:32 | 01:52 |
 | Bloodthorn | 3 | 3.90% | 41.5 | 66.67% | +9.91% | +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 | 3.90% | 39.6 | 66.67% | +9.91% | +33.33% | 0.00% | 0.00% | 42:54 | 36:58 | 36:58 | 39:20 | 52:24 | 52:24 | 15:26 | 11:25 |
 | Javelin | 8 | 10.39% | 37.7 | 37.50% | -21.92% | -37.50% | +12.50% | 5.46% | 31:53 | 23:55 | 25:11 | 31:10 | 34:20 | 44:17 | 09:09 | 06:46 |
 | Void Stone | 4 | 5.19% | 35.8 | 50.00% | -7.53% | +50.00% | +50.00% | 0.00% | 49:00 | 37:19 | 37:19 | 50:16 | 52:25 | 55:58 | 15:06 | 11:11 |
 | Silver Edge | 4 | 5.19% | 34.0 | 50.00% | -7.53% | +50.00% | -50.00% | 0.00% | 35:31 | 32:04 | 32:04 | 34:58 | 36:59 | 38:03 | 04:55 | 03:38 |
 | Ghost Scepter | 1 | 1.30% | 32.1 | 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 |
 | Nullifier | 1 | 1.30% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:07 | 46:07 | 46:07 | 46:07 | 46:07 | 46:07 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.30% | 28.3 | 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 |
 | Aghanim's Blessing | 1 | 1.30% | 28.3 | 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 |
 | Blight Stone | 5 | 6.49% | 24.5 | 40.00% | -18.33% | +60.00% | -40.00% | 0.00% | 11:23 | 02:42 | 02:42 | 12:38 | 13:06 | 16:06 | 10:24 | 07:42 |
 | Monkey King Bar | 6 | 7.79% | 22.6 | 33.33% | -25.82% | -33.33% | +66.67% | 0.00% | 34:29 | 26:46 | 29:27 | 33:22 | 37:21 | 44:17 | 07:54 | 05:51 |
 | Maelstrom | 2 | 2.60% | 20.8 | 50.00% | -7.33% | -50.00% | 0.00% | 0.00% | 28:11 | 25:11 | 25:11 | 31:10 | 31:10 | 31:10 | 05:59 | 04:25 |
 | Power Treads | 2 | 2.60% | 18.9 | 50.00% | -7.33% | +50.00% | 0.00% | 0.00% | 20:02 | 05:49 | 05:49 | 34:14 | 34:14 | 34:14 | 28:25 | 21:02 |
 | Mjollnir | 2 | 2.60% | 17.0 | 50.00% | -7.33% | -50.00% | 0.00% | 0.00% | 30:39 | 29:39 | 29:39 | 31:38 | 31:38 | 31:38 | 01:59 | 01:28 |
 | Moon Shard | 3 | 3.90% | 15.1 | 33.33% | -24.78% | -33.33% | 0.00% | 0.00% | 50:56 | 43:26 | 43:26 | 45:06 | 1:04:15 | 1:04:15 | 20:49 | 15:25 |
 | Desolator | 4 | 5.19% | 13.2 | 25.00% | -33.90% | +75.00% | -25.00% | 0.00% | 17:46 | 16:41 | 16:41 | 16:53 | 17:31 | 19:58 | 00:50 | 00:37 |
 | Divine Rapier | 6 | 7.79% | 11.3 | 16.67% | -43.89% | +33.33% | -16.67% | 0.00% | 43:58 | 38:30 | 41:28 | 42:24 | 47:13 | 50:49 | 05:45 | 04:15 |
 | Echo Sabre | 1 | 1.30% | 9.4 | 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 |
 | Wraith Band | 1 | 1.30% | 7.5 | 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 |
 | Battle Fury | 1 | 1.30% | 5.7 | 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 |
 | Blade Mail | 1 | 1.30% | 3.8 | 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 |
 | Heart of Tarrasque | 1 | 1.30% | 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 |