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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 | |
 | Kaya | 37 | 80.43% | 100.0 | 67.57% | +45.35% | -0.90% | -23.13% | -2.59% | 20:02 | 07:58 | 14:55 | 19:41 | 23:29 | 40:11 | 08:34 | 06:20 |
 | Blink Dagger | 8 | 17.39% | 97.4 | 87.50% | +34.87% | +12.50% | -37.50% | 0.00% | 29:08 | 20:05 | 23:38 | 25:41 | 30:13 | 42:42 | 06:35 | 04:52 |
 | Aghanim's Shard | 8 | 17.39% | 94.7 | 87.50% | +34.87% | +12.50% | +12.50% | 0.00% | 31:42 | 21:17 | 22:20 | 28:58 | 31:50 | 58:22 | 09:30 | 07:02 |
 | Kaya and Sange | 36 | 78.26% | 92.1 | 66.67% | +36.67% | +11.11% | 0.00% | -1.95% | 22:33 | 11:25 | 19:36 | 23:03 | 25:18 | 30:05 | 05:42 | 04:13 |
 | Sange | 41 | 89.13% | 89.5 | 63.41% | +43.41% | +6.59% | -13.41% | -2.40% | 19:52 | 10:56 | 14:53 | 20:11 | 23:13 | 29:48 | 08:20 | 06:10 |
 | Hood of Defiance | 36 | 78.26% | 86.8 | 63.89% | +23.89% | +13.89% | -30.56% | -16.77% | 11:30 | 06:01 | 10:04 | 11:02 | 12:43 | 17:12 | 02:39 | 01:57 |
 | Void Stone | 39 | 84.78% | 84.2 | 61.54% | +18.68% | +28.46% | -11.54% | -7.27% | 19:54 | 10:37 | 15:22 | 17:37 | 20:52 | 58:39 | 05:30 | 04:04 |
 | Black King Bar | 17 | 36.96% | 81.6 | 70.59% | +18.87% | +29.41% | -20.59% | -6.28% | 31:52 | 25:41 | 28:31 | 30:35 | 36:29 | 38:09 | 07:58 | 05:54 |
 | Ring of Health | 43 | 93.48% | 78.9 | 60.47% | +27.14% | +21.35% | -33.20% | -14.68% | 11:40 | 03:10 | 09:41 | 10:53 | 13:24 | 27:07 | 03:43 | 02:45 |
 | Ring of Protection | 46 | 100.00% | 76.3 | 58.70% | +58.70% | +7.97% | -13.25% | -3.59% | 03:15 | -01:29 | 00:54 | 03:20 | 06:49 | 07:49 | 05:55 | 04:22 |
 | Boots of Speed | 46 | 100.00% | 73.7 | 58.70% | +58.70% | +7.97% | -4.15% | -4.13% | 05:16 | 02:28 | 03:29 | 05:12 | 06:25 | 10:31 | 02:56 | 02:10 |
 | Arcane Boots | 46 | 100.00% | 71.1 | 58.70% | +58.70% | -0.37% | -22.34% | -6.34% | 08:57 | 05:07 | 07:05 | 08:09 | 10:33 | 21:11 | 03:28 | 02:34 |
 | Soul Ring | 46 | 100.00% | 68.4 | 58.70% | +58.70% | -0.37% | -4.15% | -1.04% | 05:51 | 01:54 | 04:05 | 05:19 | 07:44 | 09:39 | 03:39 | 02:42 |
 | Magic Stick | 41 | 89.13% | 65.8 | 58.54% | -1.46% | +21.46% | -8.54% | -3.69% | 04:44 | -01:29 | 00:32 | 04:04 | 08:40 | 14:39 | 08:08 | 06:01 |
 | Quelling Blade | 41 | 89.13% | 63.2 | 58.54% | -1.46% | +1.46% | +21.46% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:02 | 00:00 | 00:00 |
 | Magic Wand | 39 | 84.78% | 60.5 | 58.97% | +1.83% | +11.03% | -8.97% | -7.06% | 08:43 | -01:29 | 07:57 | 09:24 | 10:47 | 16:13 | 02:50 | 02:05 |
 | Wind Lace | 18 | 39.13% | 57.9 | 66.67% | +13.10% | +13.33% | -66.67% | -19.92% | 16:52 | 11:46 | 14:11 | 15:55 | 18:12 | 24:59 | 04:01 | 02:58 |
 | Eul's Scepter of Divinity | 18 | 39.13% | 55.3 | 66.67% | +13.10% | +33.33% | -66.67% | -23.53% | 18:49 | 15:11 | 16:03 | 17:40 | 20:18 | 27:49 | 04:15 | 03:08 |
 | Aghanim's Scepter | 9 | 19.57% | 52.6 | 77.78% | +23.73% | +22.22% | +22.22% | 0.00% | 36:34 | 27:53 | 28:09 | 34:23 | 38:53 | 58:34 | 10:44 | 07:57 |
 | Lotus Orb | 22 | 47.83% | 50.0 | 63.64% | +9.47% | -13.64% | -3.64% | 1.71% | 22:04 | 16:02 | 18:19 | 20:27 | 24:09 | 31:24 | 05:50 | 04:19 |
 | Shiva's Guard | 14 | 30.43% | 47.4 | 64.29% | +8.04% | +35.71% | -30.96% | -10.18% | 36:13 | 26:47 | 31:13 | 34:06 | 37:46 | 51:44 | 06:33 | 04:51 |
 | Bracer | 29 | 63.04% | 44.7 | 48.28% | -28.19% | -5.42% | -33.99% | -24.84% | 02:33 | 01:18 | 01:39 | 02:03 | 02:48 | 10:24 | 01:09 | 00:51 |
 | Overwhelming Blink | 2 | 4.35% | 42.1 | 100.00% | +43.18% | 0.00% | 0.00% | 0.00% | 32:38 | 31:35 | 31:35 | 33:41 | 33:41 | 33:41 | 02:06 | 01:33 |
 | Orb of Venom | 2 | 4.35% | 39.5 | 100.00% | +43.18% | 0.00% | 0.00% | 0.00% | 03:26 | 02:47 | 02:47 | 04:05 | 04:05 | 04:05 | 01:18 | 00:57 |
 | Heaven's Halberd | 2 | 4.35% | 36.8 | 100.00% | +43.18% | 0.00% | 0.00% | 0.00% | 18:36 | 17:14 | 17:14 | 19:58 | 19:58 | 19:58 | 02:44 | 02:01 |
 | Aghanim's Blessing | 2 | 4.35% | 34.2 | 100.00% | +43.18% | 0.00% | 0.00% | 0.00% | 1:04:22 | 1:02:16 | 1:02:16 | 1:06:27 | 1:06:27 | 1:06:27 | 04:11 | 03:05 |
 | Scythe of Vyse | 7 | 15.22% | 31.6 | 57.14% | -1.83% | -7.14% | -7.14% | 0.00% | 46:04 | 36:39 | 36:55 | 42:28 | 48:28 | 58:46 | 11:33 | 08:33 |
 | Aeon Disk | 3 | 6.52% | 28.9 | 66.67% | +8.53% | -66.67% | 0.00% | 0.00% | 55:49 | 46:11 | 46:11 | 52:47 | 1:08:29 | 1:08:29 | 22:18 | 16:31 |
 | Wind Waker | 3 | 6.52% | 26.3 | 66.67% | +8.53% | +33.33% | 0.00% | 0.00% | 45:33 | 34:29 | 34:29 | 47:12 | 54:59 | 54:59 | 20:30 | 15:11 |
 | Heart of Tarrasque | 3 | 6.52% | 23.7 | 66.67% | +8.53% | +33.33% | 0.00% | 0.00% | 34:55 | 26:38 | 26:38 | 34:18 | 43:49 | 43:49 | 17:11 | 12:43 |
 | Vanguard | 1 | 2.17% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:33 | 09:33 | 09:33 | 09:33 | 09:33 | 09:33 | 00:00 | 00:00 |
 | Octarine Core | 1 | 2.17% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:21 | 34:21 | 34:21 | 34:21 | 34:21 | 34:21 | 00:00 | 00:00 |
 | Aether Lens | 1 | 2.17% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:52 | 32:52 | 32:52 | 32:52 | 32:52 | 32:52 | 00:00 | 00:00 |
 | Bottle | 1 | 2.17% | 13.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:37 | 01:37 | 01:37 | 01:37 | 01:37 | 01:37 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 2.17% | 10.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.17% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:14 | 26:14 | 26:14 | 26:14 | 26:14 | 26:14 | 00:00 | 00:00 |
 | Headdress | 1 | 2.17% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:32 | 15:32 | 15:32 | 15:32 | 15:32 | 15:32 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 2.17% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:06 | 16:06 | 16:06 | 16:06 | 16:06 | 16:06 | 00:00 | 00:00 |