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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 | 23 | 42.59% | 100.0 | 69.57% | +30.86% | +13.76% | -2.90% | -4.69% | 22:07 | 16:34 | 19:26 | 20:53 | 22:59 | 35:16 | 03:33 | 02:37 |
 | Sange and Yasha | 23 | 42.59% | 97.6 | 69.57% | +30.86% | +13.76% | -2.90% | -5.37% | 22:23 | 16:34 | 19:53 | 21:20 | 22:59 | 35:26 | 03:06 | 02:17 |
 | Heart of Tarrasque | 32 | 59.26% | 95.2 | 59.38% | +18.47% | +3.12% | +3.12% | 0.00% | 28:23 | 22:30 | 24:59 | 27:45 | 30:06 | 44:15 | 05:07 | 03:47 |
 | Butterfly | 11 | 20.37% | 92.9 | 72.73% | +26.22% | +27.27% | -6.06% | -4.67% | 34:55 | 27:39 | 29:55 | 36:21 | 37:03 | 47:15 | 07:08 | 05:17 |
 | Hood of Defiance | 15 | 27.78% | 90.5 | 66.67% | +20.52% | +8.33% | -16.67% | -16.48% | 14:52 | 08:32 | 14:12 | 15:32 | 15:43 | 17:43 | 01:31 | 01:07 |
 | Magic Stick | 49 | 90.74% | 88.1 | 53.06% | +13.06% | -3.06% | -11.39% | -2.56% | 03:29 | -01:29 | -01:25 | 01:15 | 04:40 | 23:20 | 06:05 | 04:30 |
 | Quelling Blade | 54 | 100.00% | 85.7 | 51.85% | +51.85% | -1.85% | -5.70% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 |
 | Power Treads | 54 | 100.00% | 83.3 | 51.85% | +51.85% | -1.85% | +9.69% | 9.11% | 06:58 | 04:35 | 06:23 | 06:51 | 07:39 | 10:42 | 01:16 | 00:56 |
 | Boots of Speed | 54 | 100.00% | 81.0 | 51.85% | +51.85% | -8.99% | +17.38% | 10.99% | 04:54 | 01:59 | 03:29 | 04:43 | 05:53 | 09:38 | 02:24 | 01:46 |
 | Diffusal Blade | 54 | 100.00% | 78.6 | 51.85% | +51.85% | +26.72% | -5.70% | -8.80% | 14:43 | 10:31 | 12:42 | 14:23 | 16:23 | 22:48 | 03:41 | 02:43 |
 | Wraith Band | 32 | 59.26% | 76.2 | 56.25% | +10.80% | -6.25% | +31.25% | 29.61% | 02:54 | 01:05 | 01:55 | 02:41 | 03:11 | 11:10 | 01:16 | 00:56 |
 | Magic Wand | 48 | 88.89% | 73.8 | 52.08% | +2.08% | +6.25% | -2.08% | -0.85% | 07:49 | 01:06 | 02:26 | 05:18 | 12:17 | 23:44 | 09:51 | 07:17 |
 | Yasha | 53 | 98.15% | 71.4 | 50.94% | -49.06% | -20.17% | +10.60% | 5.00% | 15:24 | 09:28 | 11:41 | 15:47 | 17:50 | 34:59 | 06:09 | 04:33 |
 | Aghanim's Shard | 33 | 61.11% | 69.0 | 54.55% | +6.93% | -4.55% | -17.05% | -2.25% | 24:03 | 20:02 | 21:15 | 22:54 | 26:48 | 30:45 | 05:33 | 04:06 |
 | Void Stone | 14 | 25.93% | 66.7 | 64.29% | +16.79% | +10.71% | +2.38% | -0.96% | 29:40 | 22:02 | 24:59 | 26:10 | 33:40 | 46:13 | 08:41 | 06:25 |
 | Aether Lens | 14 | 25.93% | 64.3 | 64.29% | +16.79% | +10.71% | +2.38% | -0.87% | 30:22 | 22:44 | 25:46 | 26:32 | 35:20 | 46:28 | 09:34 | 07:05 |
 | Octarine Core | 10 | 18.52% | 61.9 | 70.00% | +22.27% | +30.00% | -20.00% | -6.02% | 34:26 | 25:53 | 29:07 | 32:55 | 37:25 | 49:22 | 08:18 | 06:08 |
 | Eye of Skadi | 10 | 18.52% | 59.5 | 70.00% | +22.27% | -3.33% | -20.00% | -1.49% | 35:04 | 25:33 | 30:13 | 34:51 | 41:24 | 45:02 | 11:11 | 08:17 |
 | Ring of Health | 19 | 35.19% | 57.1 | 52.63% | +1.20% | +7.37% | -32.63% | -19.20% | 16:23 | 03:59 | 13:28 | 15:08 | 15:33 | 39:22 | 02:05 | 01:32 |
 | Manta Style | 26 | 48.15% | 54.8 | 42.31% | -18.40% | +14.83% | -25.64% | -21.11% | 19:40 | 14:19 | 18:40 | 19:25 | 20:35 | 25:56 | 01:55 | 01:25 |
 | Javelin | 5 | 9.26% | 52.4 | 60.00% | +8.98% | +40.00% | +40.00% | 0.00% | 40:11 | 24:13 | 24:13 | 38:30 | 49:56 | 50:01 | 25:43 | 19:02 |
 | Monkey King Bar | 4 | 7.41% | 50.0 | 50.00% | -2.00% | -50.00% | -50.00% | 0.00% | 45:01 | 39:13 | 39:13 | 40:22 | 50:04 | 50:24 | 10:51 | 08:02 |
 | Satanic | 1 | 1.85% | 47.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:22 | 27:22 | 27:22 | 27:22 | 27:22 | 27:22 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 1.85% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:15 | 36:15 | 36:15 | 36:15 | 36:15 | 36:15 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 1.85% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:32 | 34:32 | 34:32 | 34:32 | 34:32 | 34:32 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.85% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:36 | 25:36 | 25:36 | 25:36 | 25:36 | 25:36 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.85% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:53 | 33:53 | 33:53 | 33:53 | 33:53 | 33:53 | 00:00 | 00:00 |
 | Black King Bar | 2 | 3.70% | 35.7 | 50.00% | -1.92% | -50.00% | 0.00% | 0.00% | 36:04 | 33:41 | 33:41 | 38:27 | 38:27 | 38:27 | 04:46 | 03:31 |
 | Skull Basher | 5 | 9.26% | 33.3 | 20.00% | -35.10% | +80.00% | -20.00% | 0.00% | 29:16 | 24:30 | 24:30 | 29:32 | 31:34 | 33:04 | 07:04 | 05:14 |
 | Crystalys | 1 | 1.85% | 31.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:56 | 40:56 | 40:56 | 40:56 | 40:56 | 40:56 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.85% | 28.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:58 | 44:58 | 44:58 | 44:58 | 44:58 | 44:58 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 1.85% | 26.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:18 | 02:18 | 02:18 | 02:18 | 02:18 | 02:18 | 00:00 | 00:00 |
 | Abyssal Blade | 3 | 5.56% | 23.8 | 0.00% | -54.90% | 0.00% | 0.00% | 0.00% | 36:11 | 33:51 | 33:51 | 35:17 | 39:25 | 39:25 | 05:34 | 04:07 |
 | Nullifier | 1 | 1.85% | 21.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:57 | 45:57 | 45:57 | 45:57 | 45:57 | 45:57 | 00:00 | 00:00 |
 | Daedalus | 1 | 1.85% | 19.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:21 | 41:21 | 41:21 | 41:21 | 41:21 | 41:21 | 00:00 | 00:00 |
 | Vanguard | 3 | 5.56% | 16.7 | 0.00% | -54.90% | 0.00% | 0.00% | 0.00% | 35:38 | 33:44 | 33:44 | 33:49 | 39:22 | 39:22 | 05:38 | 04:10 |
 | Blight Stone | 1 | 1.85% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:19 | 02:19 | 02:19 | 02:19 | 02:19 | 02:19 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 1.85% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 1.85% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:19 | 02:19 | 02:19 | 02:19 | 02:19 | 02:19 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 1.85% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:19 | 02:19 | 02:19 | 02:19 | 02:19 | 02:19 | 00:00 | 00:00 |
 | Hand of Midas | 2 | 3.70% | 4.8 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 09:57 | 07:36 | 07:36 | 12:17 | 12:17 | 12:17 | 04:41 | 03:28 |
 | Blink Dagger | 1 | 1.85% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:32 | 38:32 | 38:32 | 38:32 | 38:32 | 38:32 | 00:00 | 00:00 |