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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 | |
 | Sange and Yasha | 13 | 28.89% | 100.0 | 76.92% | +36.29% | -43.59% | +23.08% | 0.00% | 22:53 | 16:36 | 18:43 | 22:52 | 25:59 | 29:14 | 07:16 | 05:22 |
 | Satanic | 7 | 15.56% | 97.6 | 85.71% | +40.97% | +14.29% | +14.29% | 0.00% | 32:33 | 24:58 | 26:56 | 31:46 | 34:53 | 40:14 | 07:57 | 05:53 |
 | Sange | 14 | 31.11% | 95.1 | 71.43% | +29.49% | -21.43% | -4.76% | 2.49% | 21:26 | 16:36 | 18:16 | 19:25 | 24:58 | 28:35 | 06:42 | 04:57 |
 | Yasha | 14 | 31.11% | 92.7 | 71.43% | +29.49% | -46.43% | -4.76% | 5.90% | 20:32 | 13:53 | 16:18 | 18:34 | 23:22 | 37:30 | 07:04 | 05:14 |
 | Magic Stick | 41 | 91.11% | 90.2 | 53.66% | +28.66% | +6.34% | +6.34% | 0.00% | 00:11 | -01:29 | -01:29 | -01:29 | 01:00 | 08:42 | 02:29 | 01:50 |
 | Swift Blink | 8 | 17.78% | 87.8 | 75.00% | +29.05% | +25.00% | -25.00% | 0.00% | 42:34 | 30:08 | 38:47 | 39:43 | 44:53 | 57:30 | 06:06 | 04:31 |
 | Quelling Blade | 45 | 100.00% | 85.4 | 51.11% | +51.11% | +12.53% | -5.66% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:22 | 00:00 | 00:00 |
 | Boots of Speed | 45 | 100.00% | 82.9 | 51.11% | +51.11% | +3.44% | +12.53% | 7.68% | 02:34 | 00:45 | 01:46 | 02:09 | 02:57 | 05:58 | 01:11 | 00:52 |
 | Aghanim's Shard | 16 | 35.56% | 80.5 | 62.50% | +17.67% | +12.50% | -12.50% | -8.82% | 26:44 | 21:16 | 23:18 | 25:24 | 26:08 | 42:56 | 02:50 | 02:05 |
 | Vanguard | 16 | 35.56% | 78.0 | 62.50% | +17.67% | +37.50% | -37.50% | -23.94% | 33:49 | 26:33 | 29:58 | 31:25 | 33:06 | 50:00 | 03:08 | 02:19 |
 | Abyssal Blade | 16 | 35.56% | 75.6 | 62.50% | +17.67% | +12.50% | -37.50% | -16.04% | 34:04 | 26:33 | 30:10 | 31:35 | 33:17 | 50:12 | 03:07 | 02:18 |
 | Chainmail | 29 | 64.44% | 73.2 | 55.17% | +11.42% | +30.54% | -26.60% | -27.43% | 05:10 | 01:58 | 03:54 | 04:48 | 05:59 | 08:49 | 02:05 | 01:32 |
 | Phase Boots | 29 | 64.44% | 70.7 | 55.17% | +11.42% | +16.26% | -26.60% | -18.37% | 06:22 | 04:17 | 05:00 | 06:25 | 07:20 | 08:54 | 02:20 | 01:43 |
 | Ring of Health | 34 | 75.56% | 68.3 | 52.94% | +7.49% | +2.62% | -15.44% | -3.19% | 08:48 | 02:39 | 05:25 | 07:53 | 11:05 | 32:46 | 05:40 | 04:11 |
 | Black King Bar | 39 | 86.67% | 65.9 | 51.28% | +1.28% | +28.72% | -21.28% | -16.57% | 22:57 | 17:38 | 20:55 | 22:07 | 23:56 | 32:59 | 03:01 | 02:14 |
 | Void Stone | 32 | 71.11% | 63.4 | 53.13% | +6.98% | +9.37% | -15.63% | -7.35% | 11:04 | 08:12 | 09:11 | 10:51 | 12:35 | 15:43 | 03:24 | 02:31 |
 | Battle Fury | 32 | 71.11% | 61.0 | 53.13% | +6.98% | +9.37% | -15.63% | -10.07% | 14:01 | 11:25 | 12:47 | 13:54 | 15:16 | 17:49 | 02:29 | 01:50 |
 | Skull Basher | 33 | 73.33% | 58.5 | 51.52% | +1.52% | -1.52% | -1.52% | 0.00% | 27:04 | 20:29 | 23:52 | 26:24 | 29:01 | 36:06 | 05:09 | 03:48 |
 | Magic Wand | 36 | 80.00% | 56.1 | 50.00% | -5.56% | +16.67% | +16.67% | 0.00% | 06:49 | 00:34 | 02:31 | 04:54 | 09:34 | 18:57 | 07:03 | 05:13 |
 | Morbid Mask | 15 | 33.33% | 53.7 | 60.00% | +13.33% | -35.00% | +15.00% | 2.57% | 18:06 | 03:10 | 08:16 | 14:21 | 27:43 | 40:00 | 19:27 | 14:24 |
 | Blink Dagger | 32 | 71.11% | 51.2 | 46.88% | -14.66% | +3.12% | -9.38% | -1.72% | 20:29 | 12:50 | 16:14 | 18:19 | 23:31 | 31:50 | 07:17 | 05:23 |
 | Orb of Venom | 12 | 26.67% | 48.8 | 58.33% | +9.85% | -25.00% | +8.34% | 0.00% | 00:39 | -01:29 | -01:29 | 01:01 | 01:28 | 03:26 | 02:57 | 02:11 |
 | Diffusal Blade | 9 | 20.00% | 46.3 | 55.56% | +5.56% | +44.44% | -55.56% | 0.00% | 15:17 | 10:45 | 14:09 | 16:11 | 16:22 | 17:04 | 02:13 | 01:38 |
 | Power Treads | 15 | 33.33% | 43.9 | 46.67% | -6.66% | +3.33% | +28.33% | 8.57% | 07:51 | 04:35 | 05:17 | 07:03 | 08:12 | 13:53 | 02:55 | 02:09 |
 | Javelin | 13 | 28.89% | 41.5 | 46.15% | -6.98% | +20.52% | -46.15% | 0.00% | 35:47 | 25:39 | 29:00 | 34:08 | 42:55 | 44:55 | 13:55 | 10:18 |
 | Wind Lace | 19 | 42.22% | 39.0 | 36.84% | -24.70% | -16.84% | +3.16% | 3.06% | 10:44 | -01:29 | 07:43 | 13:13 | 14:15 | 18:27 | 06:32 | 04:50 |
 | Monkey King Bar | 9 | 20.00% | 36.6 | 44.44% | -8.34% | +55.56% | -44.44% | 0.00% | 37:44 | 29:17 | 29:41 | 37:37 | 41:11 | 48:12 | 11:30 | 08:31 |
 | Eye of Skadi | 1 | 2.22% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:21 | 29:21 | 29:21 | 29:21 | 29:21 | 29:21 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 2.22% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 2.22% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:24 | 31:24 | 31:24 | 31:24 | 31:24 | 31:24 | 00:00 | 00:00 |
 | Helm of Iron Will | 5 | 11.11% | 26.8 | 40.00% | -12.50% | +60.00% | -40.00% | 0.00% | 37:12 | 30:29 | 30:29 | 33:12 | 39:09 | 52:12 | 08:40 | 06:25 |
 | Blight Stone | 2 | 4.44% | 24.4 | 50.00% | -1.16% | +50.00% | 0.00% | 0.00% | 07:33 | 06:54 | 06:54 | 08:12 | 08:12 | 08:12 | 01:18 | 00:57 |
 | Orb of Corrosion | 2 | 4.44% | 22.0 | 50.00% | -1.16% | +50.00% | 0.00% | 0.00% | 08:28 | 08:06 | 08:06 | 08:50 | 08:50 | 08:50 | 00:44 | 00:32 |
 | Fluffy Hat | 2 | 4.44% | 19.5 | 50.00% | -1.16% | +50.00% | 0.00% | 0.00% | 07:42 | 07:11 | 07:11 | 08:12 | 08:12 | 08:12 | 01:01 | 00:45 |
 | Wraith Band | 3 | 6.67% | 17.1 | 33.33% | -19.05% | -33.33% | 0.00% | 0.00% | 01:47 | 01:31 | 01:31 | 01:37 | 02:12 | 02:12 | 00:41 | 00:30 |
 | Nullifier | 4 | 8.89% | 14.6 | 25.00% | -28.66% | -25.00% | -25.00% | 0.00% | 39:17 | 31:37 | 31:37 | 33:43 | 39:14 | 52:33 | 07:37 | 05:38 |
 | Aghanim's Scepter | 1 | 2.22% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:22 | 52:22 | 52:22 | 52:22 | 52:22 | 52:22 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 2.22% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:24 | 40:24 | 40:24 | 40:24 | 40:24 | 40:24 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.22% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.22% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:22 | 52:22 | 52:22 | 52:22 | 52:22 | 52:22 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 2.22% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:58 | 1:01:58 | 1:01:58 | 1:01:58 | 1:01:58 | 1:01:58 | 00:00 | 00:00 |