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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 | |
 | Satanic | 19 | 16.96% | 100.0 | 89.47% | +48.61% | +10.53% | +10.53% | 0.00% | 33:32 | 20:51 | 29:08 | 34:25 | 36:59 | 45:03 | 07:51 | 05:48 |
 | Swift Blink | 16 | 14.29% | 97.8 | 81.25% | +37.50% | +18.75% | -6.25% | 0.00% | 41:37 | 30:08 | 36:50 | 39:39 | 44:53 | 57:30 | 08:03 | 05:57 |
 | Vanguard | 27 | 24.11% | 95.6 | 70.37% | +28.02% | +15.34% | -41.80% | 0.00% | 33:47 | 25:53 | 30:01 | 31:41 | 33:57 | 50:00 | 03:56 | 02:54 |
 | Abyssal Blade | 27 | 24.11% | 93.3 | 70.37% | +28.02% | +15.34% | -41.80% | 0.00% | 34:03 | 26:33 | 30:20 | 31:41 | 33:58 | 50:12 | 03:38 | 02:41 |
 | Sange and Yasha | 30 | 26.79% | 91.1 | 66.67% | +23.99% | -4.17% | +33.33% | 6.37% | 23:13 | 16:36 | 20:24 | 22:17 | 26:17 | 32:31 | 05:53 | 04:21 |
 | Yasha | 32 | 28.57% | 88.9 | 65.63% | +23.13% | -3.13% | -3.13% | 0.00% | 21:06 | 13:53 | 17:47 | 20:55 | 23:34 | 37:30 | 05:47 | 04:17 |
 | Morbid Mask | 53 | 47.32% | 86.7 | 60.38% | +21.40% | +16.54% | +24.24% | 0.49% | 13:23 | 02:33 | 05:19 | 07:23 | 21:03 | 40:00 | 15:44 | 11:39 |
 | Skull Basher | 73 | 65.18% | 84.4 | 56.16% | +20.26% | -0.60% | -28.38% | -4.87% | 27:25 | 17:55 | 24:01 | 27:06 | 29:43 | 42:46 | 05:42 | 04:13 |
 | Sange | 34 | 30.36% | 82.2 | 61.76% | +18.17% | -6.20% | +0.74% | 0.91% | 21:35 | 15:40 | 18:16 | 19:52 | 25:56 | 29:36 | 07:40 | 05:40 |
 | Chainmail | 76 | 67.86% | 80.0 | 53.95% | +15.06% | -1.32% | -1.32% | 0.00% | 05:40 | 01:48 | 03:54 | 05:29 | 06:56 | 13:25 | 03:02 | 02:14 |
 | Phase Boots | 75 | 66.96% | 77.8 | 53.33% | +12.79% | +15.09% | +4.56% | -4.42% | 07:10 | 04:17 | 05:49 | 06:55 | 08:12 | 13:58 | 02:23 | 01:45 |
 | Magic Stick | 103 | 91.96% | 75.6 | 50.49% | +17.16% | -0.49% | +18.74% | 19.23% | 01:05 | -01:29 | -01:29 | -01:29 | 01:33 | 20:49 | 03:02 | 02:14 |
 | Diffusal Blade | 53 | 47.32% | 73.3 | 54.72% | +10.65% | +22.20% | -16.26% | -19.39% | 14:40 | 10:45 | 13:36 | 14:36 | 15:35 | 18:21 | 01:59 | 01:28 |
 | Quelling Blade | 112 | 100.00% | 71.1 | 49.11% | +49.11% | +0.89% | -6.25% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:22 | 00:00 | 00:00 |
 | Boots of Speed | 112 | 100.00% | 68.9 | 49.11% | +49.11% | +0.89% | +0.89% | 0.00% | 03:06 | 00:45 | 01:52 | 02:34 | 04:05 | 08:34 | 02:13 | 01:38 |
 | Black King Bar | 87 | 77.68% | 66.7 | 50.57% | +6.57% | +31.25% | -23.30% | -17.98% | 23:21 | 17:38 | 21:12 | 22:14 | 24:14 | 33:08 | 03:02 | 02:14 |
 | Magic Wand | 93 | 83.04% | 64.4 | 49.46% | +2.09% | +7.06% | +11.41% | 0.68% | 07:22 | 00:34 | 03:19 | 06:44 | 09:45 | 23:57 | 06:26 | 04:45 |
 | Ring of Health | 66 | 58.93% | 62.2 | 50.00% | +2.17% | -2.94% | +6.25% | 1.79% | 09:51 | 02:30 | 04:55 | 06:55 | 10:03 | 35:02 | 05:08 | 03:48 |
 | Blink Dagger | 75 | 66.96% | 60.0 | 48.00% | -3.35% | +4.63% | -11.16% | -2.11% | 21:38 | 12:50 | 16:53 | 20:41 | 24:23 | 41:49 | 07:30 | 05:33 |
 | Aghanim's Shard | 43 | 38.39% | 57.8 | 51.16% | +3.33% | +12.48% | -14.80% | -4.27% | 27:10 | 20:04 | 23:18 | 25:31 | 29:41 | 42:56 | 06:23 | 04:43 |
 | Fluffy Hat | 6 | 5.36% | 55.6 | 83.33% | +36.16% | +16.67% | +16.67% | 0.00% | 09:58 | 03:54 | 07:11 | 07:26 | 09:09 | 23:53 | 01:58 | 01:27 |
 | Orb of Corrosion | 6 | 5.36% | 53.3 | 83.33% | +36.16% | +16.67% | +16.67% | 0.00% | 10:25 | 03:54 | 08:00 | 08:06 | 09:47 | 23:53 | 01:47 | 01:19 |
 | Blight Stone | 6 | 5.36% | 51.1 | 83.33% | +36.16% | +16.67% | +16.67% | 0.00% | 09:32 | 03:29 | 05:53 | 06:54 | 08:49 | 23:53 | 02:56 | 02:10 |
 | Orb of Venom | 33 | 29.46% | 48.9 | 51.52% | +3.42% | -1.52% | -14.02% | -12.50% | 00:55 | -01:29 | -01:29 | 01:06 | 01:59 | 03:53 | 03:28 | 02:34 |
 | Battle Fury | 55 | 49.11% | 46.7 | 45.45% | -7.18% | +18.84% | -24.02% | -25.46% | 14:01 | 11:25 | 12:59 | 13:55 | 14:40 | 17:49 | 01:41 | 01:14 |
 | Void Stone | 55 | 49.11% | 44.4 | 45.45% | -7.18% | +4.55% | -9.74% | -3.73% | 11:17 | 06:23 | 09:14 | 10:52 | 13:04 | 16:12 | 03:50 | 02:50 |
 | Javelin | 27 | 24.11% | 42.2 | 48.15% | -1.26% | +23.28% | -33.86% | 0.00% | 34:37 | 25:39 | 29:40 | 34:08 | 39:48 | 45:01 | 10:08 | 07:30 |
 | Monkey King Bar | 20 | 17.86% | 40.0 | 50.00% | +1.09% | +30.00% | -50.00% | 0.00% | 36:51 | 29:17 | 33:17 | 34:36 | 40:00 | 48:12 | 06:43 | 04:58 |
 | Power Treads | 36 | 32.14% | 37.8 | 41.67% | -10.96% | +2.77% | +13.89% | 4.36% | 07:48 | 04:35 | 05:43 | 07:03 | 08:16 | 14:19 | 02:33 | 01:53 |
 | Wind Lace | 37 | 33.04% | 35.6 | 40.54% | -12.79% | -7.21% | -7.21% | 0.00% | 11:01 | -01:29 | 07:30 | 13:15 | 14:19 | 18:27 | 06:49 | 05:02 |
 | Eye of Skadi | 4 | 3.57% | 33.3 | 75.00% | +26.85% | +25.00% | -75.00% | 0.00% | 36:51 | 29:21 | 29:21 | 31:39 | 41:58 | 44:26 | 12:37 | 09:20 |
 | Helm of Iron Will | 10 | 8.93% | 31.1 | 50.00% | +0.98% | -16.67% | 0.00% | 0.00% | 35:50 | 30:29 | 31:00 | 32:07 | 39:09 | 52:12 | 08:09 | 06:02 |
 | Ring of Protection | 2 | 1.79% | 28.9 | 100.00% | +51.82% | 0.00% | 0.00% | 0.00% | 12:18 | -01:29 | -01:29 | 26:05 | 26:05 | 26:05 | 27:34 | 20:25 |
 | Nullifier | 9 | 8.04% | 26.7 | 44.44% | -5.07% | -44.44% | -44.44% | 0.00% | 37:03 | 31:37 | 32:11 | 33:43 | 39:13 | 52:33 | 07:02 | 05:12 |
 | Wraith Band | 8 | 7.14% | 24.4 | 37.50% | -12.50% | +12.50% | +12.50% | 0.00% | 03:10 | 01:15 | 01:31 | 02:12 | 03:17 | 08:23 | 01:46 | 01:18 |
 | Heart of Tarrasque | 1 | 0.89% | 22.2 | 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 |
 | Drum of Endurance | 1 | 0.89% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:36 | 15:36 | 15:36 | 15:36 | 15:36 | 15:36 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.89% | 17.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:22 | 26:22 | 26:22 | 26:22 | 26:22 | 26:22 | 00:00 | 00:00 |
 | Buckler | 1 | 0.89% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 00:00 | 00:00 |
 | Aghanim's Scepter | 3 | 2.68% | 13.3 | 33.33% | -16.21% | +66.67% | 0.00% | 0.00% | 35:37 | 24:40 | 24:40 | 29:50 | 52:22 | 52:22 | 27:42 | 20:31 |
 | Hood of Defiance | 3 | 2.68% | 11.1 | 33.33% | -16.21% | -33.33% | 0.00% | 0.00% | 08:58 | 05:53 | 05:53 | 10:06 | 10:54 | 10:54 | 05:01 | 03:42 |
 | Heaven's Halberd | 1 | 0.89% | 8.9 | 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 |
 | Aghanim's Blessing | 1 | 0.89% | 6.7 | 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 | 0.89% | 4.4 | 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 |
 | Refresher Orb | 1 | 0.89% | 2.2 | 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 |