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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 and Sange | 56 | 62.22% | 100.0 | 57.14% | +33.61% | +14.29% | -21.43% | -5.72% | 23:35 | 15:35 | 19:51 | 22:53 | 26:06 | 35:59 | 06:15 | 04:37 |
 | Kaya | 65 | 72.22% | 97.9 | 55.38% | +39.38% | +19.62% | -24.13% | -7.98% | 22:35 | 12:40 | 18:48 | 22:03 | 24:17 | 39:52 | 05:29 | 04:03 |
 | Eul's Scepter of Divinity | 56 | 62.22% | 95.7 | 51.79% | +19.44% | +26.78% | -30.36% | -16.17% | 17:32 | 11:20 | 15:35 | 17:00 | 19:07 | 29:30 | 03:32 | 02:37 |
 | Void Stone | 80 | 88.89% | 93.6 | 48.75% | +38.75% | +16.25% | -3.75% | -3.20% | 17:04 | 08:06 | 12:53 | 15:30 | 19:08 | 39:24 | 06:15 | 04:37 |
 | Sange | 73 | 81.11% | 91.5 | 49.32% | +25.79% | +6.24% | -27.10% | -4.36% | 21:36 | 10:26 | 17:52 | 21:18 | 25:31 | 50:30 | 07:39 | 05:40 |
 | Wind Lace | 60 | 66.67% | 89.4 | 50.00% | +16.67% | -10.00% | -16.67% | -1.88% | 14:14 | 02:41 | 12:06 | 13:18 | 15:39 | 28:56 | 03:33 | 02:37 |
 | Magic Wand | 82 | 91.11% | 87.2 | 47.56% | +35.06% | +0.06% | -7.56% | -1.58% | 08:00 | 00:59 | 05:38 | 08:24 | 10:28 | 13:45 | 04:50 | 03:34 |
 | Shiva's Guard | 12 | 13.33% | 85.1 | 66.67% | +25.64% | 0.00% | -33.34% | -3.98% | 32:10 | 24:24 | 26:39 | 31:19 | 35:02 | 43:00 | 08:23 | 06:12 |
 | Quelling Blade | 86 | 95.56% | 83.0 | 45.35% | +20.35% | -8.99% | +7.03% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Aghanim's Shard | 39 | 43.33% | 80.9 | 51.28% | +12.06% | +8.72% | -11.28% | -1.70% | 31:06 | 20:01 | 24:16 | 29:04 | 36:00 | 58:16 | 11:44 | 08:41 |
 | Magic Stick | 89 | 98.89% | 78.7 | 44.94% | +44.94% | +5.06% | -4.03% | -1.36% | 04:09 | -01:29 | 00:52 | 03:41 | 07:34 | 13:15 | 06:42 | 04:57 |
 | Soul Ring | 90 | 100.00% | 76.6 | 44.44% | +44.44% | -5.31% | -12.62% | -2.94% | 04:55 | 01:44 | 03:35 | 04:30 | 06:04 | 12:36 | 02:29 | 01:50 |
 | Ring of Protection | 90 | 100.00% | 74.5 | 44.44% | +44.44% | +3.39% | -3.53% | -4.15% | 01:06 | -01:29 | -01:29 | -01:26 | 03:09 | 11:49 | 04:38 | 03:25 |
 | Boots of Speed | 90 | 100.00% | 72.3 | 44.44% | +44.44% | +16.43% | -12.62% | -11.94% | 05:01 | 02:05 | 03:38 | 04:44 | 06:04 | 09:54 | 02:26 | 01:48 |
 | Arcane Boots | 88 | 97.78% | 70.2 | 44.32% | -5.68% | +10.23% | -17.05% | -13.99% | 08:20 | 04:51 | 07:04 | 07:46 | 09:01 | 17:09 | 01:57 | 01:26 |
 | Ring of Health | 85 | 94.44% | 68.1 | 43.53% | -16.47% | -24.48% | +4.09% | 5.48% | 10:13 | 02:51 | 06:44 | 10:21 | 11:57 | 25:09 | 05:13 | 03:51 |
 | Lotus Orb | 41 | 45.56% | 66.0 | 48.78% | +7.96% | -18.78% | +31.22% | 5.94% | 23:29 | 16:34 | 18:33 | 21:56 | 26:58 | 39:26 | 08:25 | 06:14 |
 | Hood of Defiance | 73 | 81.11% | 63.8 | 43.84% | -3.22% | +17.27% | -10.51% | -14.37% | 10:58 | 05:27 | 09:55 | 10:38 | 11:51 | 20:46 | 01:56 | 01:25 |
 | Blink Dagger | 14 | 15.56% | 61.7 | 57.14% | +15.03% | -7.14% | +9.53% | 1.76% | 37:58 | 21:35 | 32:50 | 35:58 | 42:18 | 1:03:39 | 09:28 | 07:00 |
 | Bracer | 26 | 28.89% | 59.6 | 46.15% | +2.40% | -31.86% | +20.52% | 52.38% | 02:17 | -01:29 | 01:56 | 02:04 | 02:36 | 10:09 | 00:40 | 00:29 |
 | Scythe of Vyse | 8 | 8.89% | 57.4 | 62.50% | +19.82% | -12.50% | +37.50% | 0.00% | 40:37 | 27:11 | 31:48 | 35:11 | 48:53 | 55:11 | 17:05 | 12:39 |
 | Eternal Shroud | 6 | 6.67% | 55.3 | 66.67% | +23.81% | +33.33% | -66.67% | 0.00% | 36:21 | 25:51 | 28:01 | 28:23 | 51:30 | 52:29 | 23:29 | 17:23 |
 | Black King Bar | 17 | 18.89% | 53.2 | 41.18% | -4.03% | +8.82% | +8.82% | 0.00% | 34:05 | 23:50 | 28:25 | 32:39 | 37:24 | 50:11 | 08:59 | 06:39 |
 | Bloodstone | 11 | 12.22% | 51.1 | 36.36% | -9.21% | +30.31% | -36.36% | 0.00% | 33:05 | 21:35 | 25:56 | 28:57 | 32:48 | 1:11:24 | 06:52 | 05:05 |
 | Overwhelming Blink | 4 | 4.44% | 48.9 | 50.00% | +5.81% | +50.00% | -50.00% | 0.00% | 53:32 | 43:52 | 43:52 | 45:53 | 46:47 | 1:17:34 | 02:55 | 02:09 |
 | Aether Lens | 1 | 1.11% | 46.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 00:00 | 00:00 |
 | Manta Style | 1 | 1.11% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 00:00 | 00:00 |
 | Yasha | 1 | 1.11% | 42.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:34 | 32:34 | 32:34 | 32:34 | 32:34 | 32:34 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.11% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:15 | 52:15 | 52:15 | 52:15 | 52:15 | 52:15 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.11% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:22 | 36:22 | 36:22 | 36:22 | 36:22 | 36:22 | 00:00 | 00:00 |
 | Heaven's Halberd | 18 | 20.00% | 36.2 | 22.22% | -27.78% | +37.78% | -22.22% | -10.23% | 27:55 | 14:33 | 24:30 | 27:43 | 30:22 | 50:54 | 05:52 | 04:20 |
 | Aghanim's Scepter | 5 | 5.56% | 34.0 | 40.00% | -4.71% | +60.00% | -40.00% | 0.00% | 42:19 | 32:55 | 32:55 | 37:58 | 49:13 | 56:42 | 16:18 | 12:04 |
 | Orb of Venom | 11 | 12.22% | 31.9 | 27.27% | -19.57% | +72.73% | -27.27% | 0.00% | 02:36 | 01:17 | 01:25 | 02:21 | 02:54 | 05:41 | 01:29 | 01:05 |
 | Phase Boots | 2 | 2.22% | 29.8 | 50.00% | +5.68% | +50.00% | 0.00% | 0.00% | 32:24 | 31:01 | 31:01 | 33:47 | 33:47 | 33:47 | 02:46 | 02:02 |
 | Linken's Sphere | 2 | 2.22% | 27.7 | 50.00% | +5.68% | +50.00% | 0.00% | 0.00% | 35:50 | 35:47 | 35:47 | 35:52 | 35:52 | 35:52 | 00:05 | 00:03 |
 | Chainmail | 3 | 3.33% | 25.5 | 33.33% | -11.50% | +66.67% | 0.00% | 0.00% | 36:07 | 31:01 | 31:01 | 33:47 | 43:33 | 43:33 | 12:32 | 09:17 |
 | Guardian Greaves | 1 | 1.11% | 23.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:51 | 43:51 | 43:51 | 43:51 | 43:51 | 43:51 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.11% | 21.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.11% | 19.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:05 | 58:05 | 58:05 | 58:05 | 58:05 | 58:05 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 1.11% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:07 | 17:07 | 17:07 | 17:07 | 17:07 | 17:07 | 00:00 | 00:00 |
 | Crown | 1 | 1.11% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:26 | 14:26 | 14:26 | 14:26 | 14:26 | 14:26 | 00:00 | 00:00 |
 | Headdress | 1 | 1.11% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 00:00 | 00:00 |
 | Vanguard | 4 | 4.44% | 10.6 | 0.00% | -46.51% | 0.00% | 0.00% | 0.00% | 08:51 | 07:25 | 07:25 | 07:45 | 09:47 | 10:27 | 02:22 | 01:45 |
 | Ethereal Blade | 1 | 1.11% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:38 | 50:38 | 50:38 | 50:38 | 50:38 | 50:38 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 2.22% | 6.4 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 38:55 | 34:10 | 34:10 | 43:40 | 43:40 | 43:40 | 09:30 | 07:02 |
 | Wind Waker | 1 | 1.11% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:20 | 1:02:20 | 1:02:20 | 1:02:20 | 1:02:20 | 1:02:20 | 00:00 | 00:00 |
 | Buckler | 1 | 1.11% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:34 | 43:34 | 43:34 | 43:34 | 43:34 | 43:34 | 00:00 | 00:00 |