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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 | |
 | Aghanim's Shard | 32 | 39.51% | 100.0 | 84.38% | +29.28% | +3.12% | -9.38% | -1.62% | 26:27 | 15:03 | 20:42 | 24:01 | 28:25 | 1:22:24 | 07:43 | 05:42 |
 | Void Stone | 60 | 74.07% | 97.7 | 75.00% | +32.14% | -1.67% | +11.67% | 2.16% | 16:59 | 08:45 | 13:06 | 14:36 | 19:16 | 45:44 | 06:10 | 04:34 |
 | Lotus Orb | 33 | 40.74% | 95.5 | 78.79% | +20.46% | -3.79% | +8.71% | 1.62% | 22:48 | 13:59 | 18:14 | 22:56 | 25:58 | 36:02 | 07:44 | 05:43 |
 | Sange | 70 | 86.42% | 93.2 | 71.43% | +35.07% | +0.79% | +5.04% | 0.63% | 19:40 | 12:43 | 15:33 | 19:06 | 22:17 | 39:36 | 06:44 | 04:59 |
 | Kaya and Sange | 60 | 74.07% | 90.9 | 71.67% | +19.29% | +1.66% | -5.00% | -0.97% | 22:57 | 15:07 | 18:47 | 22:10 | 25:38 | 43:03 | 06:51 | 05:04 |
 | Hood of Defiance | 73 | 90.12% | 88.6 | 69.86% | +32.36% | +2.36% | +7.92% | 2.38% | 11:10 | 06:43 | 09:44 | 10:53 | 12:04 | 23:16 | 02:20 | 01:43 |
 | Wind Lace | 38 | 46.91% | 86.4 | 73.68% | +13.21% | +6.32% | +4.10% | -0.57% | 14:46 | 03:21 | 12:44 | 14:37 | 16:38 | 21:26 | 03:54 | 02:53 |
 | Eul's Scepter of Divinity | 38 | 46.91% | 84.1 | 73.68% | +13.21% | +6.32% | +26.32% | 5.74% | 17:00 | 12:52 | 14:59 | 16:38 | 18:28 | 22:18 | 03:29 | 02:34 |
 | Quelling Blade | 71 | 87.65% | 81.8 | 69.01% | +19.01% | +8.77% | +3.21% | 0.00% | -01:27 | -01:30 | -01:29 | -01:29 | -01:29 | 00:09 | 00:00 | 00:00 |
 | Bracer | 46 | 56.79% | 79.5 | 71.74% | +11.74% | +11.59% | +0.99% | -10.60% | 02:44 | 00:58 | 02:18 | 02:29 | 02:59 | 08:05 | 00:41 | 00:30 |
 | Ring of Health | 78 | 96.30% | 77.3 | 67.95% | +34.62% | +2.05% | +11.00% | 3.78% | 10:38 | 03:13 | 09:15 | 10:26 | 11:37 | 27:27 | 02:22 | 01:45 |
 | Magic Wand | 69 | 85.19% | 75.0 | 68.12% | +9.79% | -9.30% | +2.47% | 3.17% | 07:43 | -01:29 | 05:51 | 07:38 | 09:34 | 16:09 | 03:43 | 02:45 |
 | Magic Stick | 76 | 93.83% | 72.7 | 67.11% | +7.11% | +1.31% | +6.57% | 0.86% | 03:36 | -01:30 | 00:46 | 02:05 | 06:51 | 15:36 | 06:05 | 04:30 |
 | Soul Ring | 81 | 100.00% | 70.5 | 66.67% | +66.67% | -1.67% | -1.67% | 0.00% | 05:04 | 01:49 | 03:34 | 04:50 | 06:08 | 11:18 | 02:34 | 01:54 |
 | Arcane Boots | 81 | 100.00% | 68.2 | 66.67% | +66.67% | -1.67% | -1.67% | 0.00% | 07:55 | 04:27 | 06:35 | 07:27 | 08:56 | 13:32 | 02:21 | 01:44 |
 | Boots of Speed | 81 | 100.00% | 65.9 | 66.67% | +66.67% | -1.67% | +8.33% | 4.80% | 05:04 | 01:42 | 03:57 | 04:51 | 06:02 | 10:15 | 02:05 | 01:32 |
 | Ring of Protection | 81 | 100.00% | 63.6 | 66.67% | +66.67% | -16.67% | -1.67% | 6.04% | 01:55 | -01:29 | -01:29 | 02:18 | 03:58 | 11:18 | 05:27 | 04:02 |
 | Kaya | 63 | 77.78% | 61.4 | 68.25% | +7.14% | +6.75% | +0.50% | -1.02% | 21:18 | 11:22 | 17:32 | 19:35 | 23:41 | 42:39 | 06:09 | 04:33 |
 | Aghanim's Scepter | 8 | 9.88% | 59.1 | 87.50% | +23.12% | +12.50% | +12.50% | 0.00% | 30:40 | 25:18 | 29:16 | 29:34 | 31:45 | 35:47 | 02:29 | 01:50 |
 | Shiva's Guard | 18 | 22.22% | 56.8 | 72.22% | +7.14% | +7.78% | -22.22% | -3.85% | 34:32 | 24:45 | 31:03 | 33:00 | 38:50 | 46:31 | 07:47 | 05:45 |
 | Black King Bar | 26 | 32.10% | 54.5 | 65.38% | -1.89% | +20.33% | -15.38% | -6.26% | 28:44 | 20:06 | 25:37 | 27:35 | 31:19 | 41:22 | 05:42 | 04:13 |
 | Blink Dagger | 16 | 19.75% | 52.3 | 62.50% | -5.19% | +37.50% | -62.50% | -8.55% | 31:37 | 19:20 | 25:05 | 30:25 | 36:47 | 41:41 | 11:42 | 08:40 |
 | Heaven's Halberd | 10 | 12.35% | 50.0 | 60.00% | -7.61% | +6.67% | +40.00% | 6.37% | 24:10 | 19:15 | 20:20 | 22:09 | 25:34 | 39:04 | 05:14 | 03:52 |
 | Scythe of Vyse | 6 | 7.41% | 47.7 | 66.67% | 0.00% | -66.67% | +33.33% | 0.00% | 34:04 | 29:34 | 31:36 | 33:37 | 35:27 | 40:16 | 03:51 | 02:51 |
 | Null Talisman | 2 | 2.47% | 45.5 | 100.00% | +34.18% | 0.00% | 0.00% | 0.00% | 07:59 | 06:41 | 06:41 | 09:17 | 09:17 | 09:17 | 02:36 | 01:55 |
 | Ethereal Blade | 2 | 2.47% | 43.2 | 100.00% | +34.18% | 0.00% | 0.00% | 0.00% | 33:07 | 23:22 | 23:22 | 42:52 | 42:52 | 42:52 | 19:30 | 14:26 |
 | Orb of Venom | 5 | 6.17% | 40.9 | 60.00% | -7.11% | +40.00% | -60.00% | 0.00% | 02:16 | 01:35 | 01:35 | 02:02 | 02:21 | 03:33 | 00:46 | 00:34 |
 | Eternal Shroud | 3 | 3.70% | 38.6 | 66.67% | 0.00% | +33.33% | 0.00% | 0.00% | 32:48 | 24:17 | 24:17 | 35:34 | 38:32 | 38:32 | 14:15 | 10:33 |
 | Heart of Tarrasque | 3 | 3.70% | 36.4 | 66.67% | 0.00% | -66.67% | 0.00% | 0.00% | 36:42 | 28:50 | 28:50 | 34:44 | 46:31 | 46:31 | 17:41 | 13:05 |
 | Ghost Scepter | 3 | 3.70% | 34.1 | 66.67% | 0.00% | -66.67% | 0.00% | 0.00% | 28:13 | 20:57 | 20:57 | 22:28 | 41:13 | 41:13 | 20:16 | 15:00 |
 | Refresher Orb | 1 | 1.23% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:03 | 47:03 | 47:03 | 47:03 | 47:03 | 47:03 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.23% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:58 | 45:58 | 45:58 | 45:58 | 45:58 | 45:58 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.23% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:41 | 48:41 | 48:41 | 48:41 | 48:41 | 48:41 | 00:00 | 00:00 |
 | Headdress | 1 | 1.23% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.23% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.23% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 2.47% | 18.2 | 50.00% | -17.09% | +50.00% | 0.00% | 0.00% | 44:36 | 38:37 | 38:37 | 50:35 | 50:35 | 50:35 | 11:58 | 08:51 |
 | Wind Waker | 2 | 2.47% | 15.9 | 50.00% | -17.09% | +50.00% | 0.00% | 0.00% | 59:09 | 37:18 | 37:18 | 1:20:59 | 1:20:59 | 1:20:59 | 43:41 | 32:21 |
 | Linken's Sphere | 1 | 1.23% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:09 | 57:09 | 57:09 | 57:09 | 57:09 | 57:09 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 1.23% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:30 | 14:30 | 14:30 | 14:30 | 14:30 | 14:30 | 00:00 | 00:00 |
 | Crown | 1 | 1.23% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:49 | 08:49 | 08:49 | 08:49 | 08:49 | 08:49 | 00:00 | 00:00 |
 | Bottle | 1 | 1.23% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:32 | 01:32 | 01:32 | 01:32 | 01:32 | 01:32 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 1.23% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:58 | 1:07:58 | 1:07:58 | 1:07:58 | 1:07:58 | 1:07:58 | 00:00 | 00:00 |
 | Vanguard | 2 | 2.47% | 2.3 | 0.00% | -68.35% | 0.00% | 0.00% | 0.00% | 10:28 | 09:59 | 09:59 | 10:57 | 10:57 | 10:57 | 00:58 | 00:42 |