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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 | |
 | Black King Bar | 17 | 22.37% | 100.0 | 76.47% | +34.10% | -1.47% | -1.47% | 0.00% | 33:06 | 26:56 | 29:47 | 32:54 | 35:39 | 42:06 | 05:52 | 04:20 |
 | Void Stone | 42 | 55.26% | 97.9 | 64.29% | +31.94% | -9.74% | +5.71% | 2.81% | 16:45 | 07:10 | 11:42 | 12:49 | 17:12 | 40:47 | 05:30 | 04:04 |
 | Sange | 34 | 44.74% | 95.7 | 61.76% | +21.28% | +16.02% | +13.24% | -0.20% | 24:59 | 14:43 | 17:25 | 22:35 | 31:14 | 45:53 | 13:49 | 10:14 |
 | Kaya and Sange | 34 | 44.74% | 93.6 | 61.76% | +21.28% | -6.20% | +13.24% | 1.47% | 26:00 | 15:13 | 18:22 | 25:01 | 31:36 | 45:54 | 13:14 | 09:48 |
 | Aghanim's Scepter | 65 | 85.53% | 91.5 | 55.38% | +37.20% | +7.12% | +0.87% | -1.23% | 24:07 | 15:28 | 21:15 | 23:31 | 26:20 | 36:44 | 05:05 | 03:45 |
 | Eul's Scepter of Divinity | 33 | 43.42% | 89.4 | 60.61% | +18.75% | +14.39% | -10.61% | -7.81% | 15:28 | 11:58 | 12:38 | 14:08 | 15:50 | 33:17 | 03:12 | 02:22 |
 | Magic Wand | 62 | 81.58% | 87.2 | 54.84% | +26.27% | -4.84% | -1.51% | 1.38% | 05:51 | -01:29 | 04:42 | 05:49 | 07:07 | 12:59 | 02:25 | 01:47 |
 | Magic Stick | 65 | 85.53% | 85.1 | 53.85% | +26.58% | -3.85% | -10.10% | -1.86% | 04:06 | -01:29 | 02:15 | 02:50 | 05:37 | 12:42 | 03:22 | 02:29 |
 | Shiva's Guard | 4 | 5.26% | 83.0 | 100.00% | +52.78% | 0.00% | 0.00% | 0.00% | 32:59 | 30:18 | 30:18 | 30:34 | 33:25 | 37:40 | 03:07 | 02:18 |
 | Kaya | 52 | 68.42% | 80.9 | 53.85% | +12.18% | -15.39% | +7.69% | 1.54% | 22:58 | 10:21 | 14:01 | 22:05 | 28:59 | 45:54 | 14:58 | 11:05 |
 | Null Talisman | 70 | 92.11% | 78.7 | 51.43% | +18.10% | +20.79% | +1.51% | -11.23% | 04:33 | 01:49 | 03:36 | 04:15 | 05:19 | 09:44 | 01:43 | 01:16 |
 | Bottle | 75 | 98.68% | 76.6 | 50.67% | +50.67% | +1.96% | -8.56% | -10.52% | 01:39 | 00:07 | 01:22 | 01:33 | 01:45 | 04:28 | 00:23 | 00:17 |
 | Quelling Blade | 71 | 93.42% | 74.5 | 50.70% | +10.70% | +4.86% | -6.26% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Boots of Speed | 76 | 100.00% | 72.3 | 50.00% | +50.00% | -7.89% | -2.63% | 2.22% | 05:04 | 00:40 | 03:53 | 05:18 | 06:15 | 07:56 | 02:22 | 01:45 |
 | Wind Lace | 38 | 50.00% | 70.2 | 55.26% | +10.52% | -25.26% | +11.41% | 10.09% | 11:51 | 02:12 | 09:23 | 10:40 | 13:01 | 32:57 | 03:38 | 02:41 |
 | Chainmail | 25 | 32.89% | 68.1 | 56.00% | +8.94% | +10.67% | -39.33% | -14.15% | 10:54 | 06:55 | 08:55 | 10:17 | 12:27 | 18:20 | 03:32 | 02:37 |
 | Ring of Health | 10 | 13.16% | 66.0 | 70.00% | +23.03% | +30.00% | -20.00% | -5.76% | 41:20 | 28:32 | 36:43 | 38:53 | 45:24 | 55:54 | 08:41 | 06:25 |
 | Aghanim's Shard | 30 | 39.47% | 63.8 | 50.00% | 0.00% | +25.00% | +7.14% | -2.08% | 31:17 | 20:12 | 25:55 | 29:14 | 34:30 | 49:53 | 08:35 | 06:21 |
 | Linken's Sphere | 3 | 3.95% | 61.7 | 100.00% | +52.05% | 0.00% | 0.00% | 0.00% | 38:09 | 32:36 | 32:36 | 37:21 | 44:31 | 44:31 | 11:55 | 08:49 |
 | Witch Blade | 12 | 15.79% | 59.6 | 58.33% | +9.89% | +41.67% | -58.33% | -37.50% | 13:55 | 10:15 | 12:33 | 14:20 | 15:13 | 15:41 | 02:40 | 01:58 |
 | Phase Boots | 15 | 19.74% | 57.4 | 53.33% | +4.15% | +21.67% | -3.33% | -15.00% | 10:33 | 07:23 | 08:58 | 09:37 | 10:38 | 18:20 | 01:40 | 01:14 |
 | Ghost Scepter | 10 | 13.16% | 55.3 | 60.00% | +11.52% | +6.67% | -10.00% | -1.79% | 30:05 | 15:32 | 27:09 | 31:14 | 36:28 | 40:41 | 09:19 | 06:54 |
 | Ethereal Blade | 9 | 11.84% | 53.2 | 55.56% | +6.31% | -5.56% | -5.56% | 0.00% | 31:47 | 17:04 | 18:52 | 32:38 | 38:21 | 43:49 | 19:29 | 14:25 |
 | Orchid Malevolence | 2 | 2.63% | 51.1 | 100.00% | +51.35% | 0.00% | 0.00% | 0.00% | 14:17 | 13:30 | 13:30 | 15:03 | 15:03 | 15:03 | 01:33 | 01:08 |
 | Octarine Core | 2 | 2.63% | 48.9 | 100.00% | +51.35% | 0.00% | 0.00% | 0.00% | 43:18 | 39:48 | 39:48 | 46:47 | 46:47 | 46:47 | 06:59 | 05:10 |
 | Power Treads | 2 | 2.63% | 46.8 | 100.00% | +51.35% | 0.00% | 0.00% | 0.00% | 09:21 | 07:41 | 07:41 | 11:01 | 11:01 | 11:01 | 03:20 | 02:28 |
 | Refresher Orb | 7 | 9.21% | 44.7 | 57.14% | +7.86% | -7.14% | -7.14% | 0.00% | 48:08 | 36:45 | 40:13 | 45:24 | 50:57 | 60:40 | 10:44 | 07:57 |
 | Aether Lens | 3 | 3.95% | 42.6 | 66.67% | +17.35% | +33.33% | 0.00% | 0.00% | 45:08 | 36:22 | 36:22 | 46:47 | 52:15 | 52:15 | 15:53 | 11:45 |
 | Aeon Disk | 7 | 9.21% | 40.4 | 42.86% | -7.86% | +7.14% | -42.86% | -4.07% | 38:00 | 28:03 | 28:03 | 39:19 | 40:20 | 49:10 | 12:17 | 09:05 |
 | Ring of Basilius | 1 | 1.32% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:18 | 08:18 | 08:18 | 08:18 | 08:18 | 08:18 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 1.32% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:50 | 10:50 | 10:50 | 10:50 | 10:50 | 10:50 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.32% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:30 | 46:30 | 46:30 | 46:30 | 46:30 | 46:30 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.32% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 00:00 | 00:00 |
 | Crown | 5 | 6.58% | 29.8 | 40.00% | -10.70% | +60.00% | +60.00% | 0.00% | 34:22 | 08:37 | 08:37 | 32:21 | 41:12 | 1:04:07 | 32:35 | 24:08 |
 | Aghanim's Blessing | 2 | 2.63% | 27.7 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 53:17 | 53:09 | 53:09 | 53:25 | 53:25 | 53:25 | 00:16 | 00:11 |
 | Arcane Boots | 2 | 2.63% | 25.5 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 33:57 | 27:59 | 27:59 | 39:54 | 39:54 | 39:54 | 11:55 | 08:49 |
 | Spirit Vessel | 3 | 3.95% | 23.4 | 33.33% | -17.35% | +66.67% | 0.00% | 0.00% | 13:40 | 10:58 | 10:58 | 13:33 | 16:29 | 16:29 | 05:31 | 04:05 |
 | Ring of Protection | 3 | 3.95% | 21.3 | 33.33% | -17.35% | -33.33% | 0.00% | 0.00% | 06:51 | 06:07 | 06:07 | 06:08 | 08:18 | 08:18 | 02:11 | 01:37 |
 | Dagon (level 4) | 3 | 3.95% | 19.1 | 33.33% | -17.35% | -33.33% | 0.00% | 0.00% | 49:39 | 39:15 | 39:15 | 44:46 | 1:04:57 | 1:04:57 | 25:42 | 19:02 |
 | Dagon (level 5) | 3 | 3.95% | 17.0 | 33.33% | -17.35% | -33.33% | 0.00% | 0.00% | 52:18 | 41:39 | 41:39 | 50:19 | 1:04:57 | 1:04:57 | 23:18 | 17:15 |
 | Dagon (level 3) | 3 | 3.95% | 14.9 | 33.33% | -17.35% | -33.33% | 0.00% | 0.00% | 49:27 | 39:15 | 39:15 | 44:10 | 1:04:57 | 1:04:57 | 25:42 | 19:02 |
 | Dagon (level 2) | 3 | 3.95% | 12.8 | 33.33% | -17.35% | -33.33% | 0.00% | 0.00% | 47:41 | 34:23 | 34:23 | 43:43 | 1:04:57 | 1:04:57 | 30:34 | 22:38 |
 | Urn of Shadows | 3 | 3.95% | 10.6 | 33.33% | -17.35% | +66.67% | 0.00% | 0.00% | 07:51 | 07:05 | 07:05 | 08:09 | 08:18 | 08:18 | 01:13 | 00:54 |
 | Dagon | 4 | 5.26% | 8.5 | 25.00% | -26.39% | -25.00% | +75.00% | 0.00% | 40:48 | 25:32 | 25:32 | 32:21 | 41:12 | 1:04:07 | 15:40 | 11:36 |
 | Nullifier | 1 | 1.32% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:38 | 53:38 | 53:38 | 53:38 | 53:38 | 53:38 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.32% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:36 | 53:36 | 53:36 | 53:36 | 53:36 | 53:36 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 1.32% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:22 | 55:22 | 55:22 | 55:22 | 55:22 | 55:22 | 00:00 | 00:00 |