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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 | |
 | Spirit Vessel | 11 | 64.71% | 100.0 | 72.73% | +39.40% | -6.06% | +27.27% | 6.15% | 13:42 | 10:05 | 10:47 | 11:47 | 16:12 | 19:46 | 05:25 | 04:00 |
 | Ring of Protection | 13 | 76.47% | 97.9 | 69.23% | +44.23% | -2.56% | +30.77% | 7.12% | 04:40 | -01:29 | 02:39 | 04:41 | 07:20 | 08:36 | 04:41 | 03:28 |
 | Magic Wand | 13 | 76.47% | 95.7 | 69.23% | +44.23% | -35.90% | +30.77% | 9.62% | 08:10 | 03:22 | 04:14 | 07:27 | 11:10 | 14:02 | 06:56 | 05:08 |
 | Urn of Shadows | 13 | 76.47% | 93.6 | 69.23% | +44.23% | -35.90% | +30.77% | 26.32% | 07:06 | 05:07 | 05:39 | 06:38 | 08:11 | 09:27 | 02:32 | 01:52 |
 | Magic Stick | 17 | 100.00% | 91.5 | 58.82% | +58.82% | +16.18% | -8.82% | -4.36% | 03:51 | -01:29 | 00:30 | 03:00 | 06:14 | 11:04 | 05:44 | 04:14 |
 | Vanguard | 5 | 29.41% | 89.4 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 11:52 | 05:24 | 05:24 | 15:32 | 15:40 | 16:47 | 10:16 | 07:36 |
 | Black King Bar | 10 | 58.82% | 87.2 | 60.00% | +2.86% | -26.67% | +40.00% | 19.80% | 28:20 | 23:35 | 27:03 | 28:09 | 30:25 | 32:47 | 03:22 | 02:29 |
 | Void Stone | 10 | 58.82% | 85.1 | 60.00% | +2.86% | -26.67% | +40.00% | 6.71% | 21:42 | 10:29 | 16:15 | 17:07 | 26:11 | 39:28 | 09:56 | 07:21 |
 | Arcane Boots | 6 | 35.29% | 83.0 | 66.67% | +12.12% | -16.67% | +33.33% | 4.26% | 28:28 | 20:19 | 21:40 | 22:48 | 33:24 | 39:33 | 11:44 | 08:41 |
 | Orb of Venom | 4 | 23.53% | 80.9 | 75.00% | +21.15% | +25.00% | +25.00% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 4 | 23.53% | 78.7 | 75.00% | +21.15% | -75.00% | +25.00% | 13.92% | 22:45 | 17:29 | 17:29 | 21:52 | 24:40 | 26:59 | 07:11 | 05:19 |
 | Ring of Health | 9 | 52.94% | 76.6 | 55.56% | -6.94% | +44.44% | -5.56% | -2.04% | 18:00 | 02:21 | 02:34 | 15:54 | 27:01 | 36:37 | 24:27 | 18:06 |
 | Boots of Speed | 9 | 52.94% | 74.5 | 55.56% | -6.94% | -5.56% | +44.44% | 10.00% | 09:20 | 03:31 | 04:31 | 06:14 | 09:31 | 21:22 | 05:00 | 03:42 |
 | Ghost Scepter | 2 | 11.76% | 72.3 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 25:24 | 06:06 | 06:06 | 44:42 | 44:42 | 44:42 | 38:36 | 28:35 |
 | Shiva's Guard | 5 | 29.41% | 70.2 | 60.00% | +1.67% | +40.00% | -60.00% | -13.30% | 39:56 | 32:43 | 32:43 | 39:24 | 40:14 | 48:41 | 07:31 | 05:34 |
 | Wind Lace | 6 | 35.29% | 68.1 | 50.00% | -13.64% | 0.00% | -50.00% | -2.90% | 10:35 | -01:29 | -01:29 | 09:51 | 18:43 | 25:45 | 20:12 | 14:57 |
 | Bottle | 7 | 41.18% | 66.0 | 42.86% | -27.14% | +57.14% | +7.14% | -50.00% | 01:38 | 01:08 | 01:30 | 01:35 | 01:39 | 02:09 | 00:09 | 00:06 |
 | Quelling Blade | 7 | 41.18% | 63.8 | 42.86% | -27.14% | +7.14% | +7.14% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Lotus Orb | 4 | 23.53% | 61.7 | 50.00% | -11.54% | +50.00% | +50.00% | 0.00% | 31:47 | 25:09 | 25:09 | 25:18 | 37:18 | 39:24 | 12:09 | 09:00 |
 | Crimson Guard | 1 | 5.88% | 59.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:10 | 18:10 | 18:10 | 18:10 | 18:10 | 18:10 | 00:00 | 00:00 |
 | Blade Mail | 1 | 5.88% | 57.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:10 | 22:10 | 22:10 | 22:10 | 22:10 | 22:10 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 5.88% | 55.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:17 | 43:17 | 43:17 | 43:17 | 43:17 | 43:17 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 5.88% | 53.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:19 | 18:19 | 18:19 | 18:19 | 18:19 | 18:19 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 5.88% | 51.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:07 | 40:07 | 40:07 | 40:07 | 40:07 | 40:07 | 00:00 | 00:00 |
 | Headdress | 1 | 5.88% | 48.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:02 | 15:02 | 15:02 | 15:02 | 15:02 | 15:02 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 5.88% | 46.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:44 | 17:44 | 17:44 | 17:44 | 17:44 | 17:44 | 00:00 | 00:00 |
 | Aether Lens | 1 | 5.88% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:34 | 40:34 | 40:34 | 40:34 | 40:34 | 40:34 | 00:00 | 00:00 |
 | Kaya | 2 | 11.76% | 42.6 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 12:46 | 12:41 | 12:41 | 12:51 | 12:51 | 12:51 | 00:10 | 00:07 |
 | Kaya and Sange | 2 | 11.76% | 40.4 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 16:54 | 16:15 | 16:15 | 17:33 | 17:33 | 17:33 | 01:18 | 00:57 |
 | Aghanim's Shard | 2 | 11.76% | 38.3 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 40:50 | 40:00 | 40:00 | 41:39 | 41:39 | 41:39 | 01:39 | 01:13 |
 | Linken's Sphere | 2 | 11.76% | 36.2 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 32:21 | 31:31 | 31:31 | 33:11 | 33:11 | 33:11 | 01:40 | 01:14 |
 | Heart of Tarrasque | 2 | 11.76% | 34.0 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 37:10 | 35:53 | 35:53 | 38:27 | 38:27 | 38:27 | 02:34 | 01:54 |
 | Chainmail | 2 | 11.76% | 31.9 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 33:05 | 10:57 | 10:57 | 55:12 | 55:12 | 55:12 | 44:15 | 32:46 |
 | Power Treads | 2 | 11.76% | 29.8 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 07:17 | 06:20 | 06:20 | 08:13 | 08:13 | 08:13 | 01:53 | 01:23 |
 | Cornucopia | 2 | 11.76% | 27.7 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 32:21 | 31:31 | 31:31 | 33:11 | 33:11 | 33:11 | 01:40 | 01:14 |
 | Octarine Core | 3 | 17.65% | 25.5 | 33.33% | -30.96% | +66.67% | 0.00% | -6.03% | 26:22 | 21:27 | 21:27 | 25:08 | 32:30 | 32:30 | 11:03 | 08:11 |
 | Sange | 4 | 23.53% | 23.4 | 25.00% | -44.23% | +75.00% | -25.00% | -6.73% | 27:34 | 16:15 | 16:15 | 17:33 | 31:06 | 45:21 | 14:51 | 11:00 |
 | Heaven's Halberd | 2 | 11.76% | 21.3 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 29:35 | 21:48 | 21:48 | 37:22 | 37:22 | 37:22 | 15:34 | 11:31 |
 | Tranquil Boots | 2 | 11.76% | 19.1 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 16:31 | 06:43 | 06:43 | 26:19 | 26:19 | 26:19 | 19:36 | 14:31 |
 | Veil of Discord | 1 | 5.88% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:19 | 13:19 | 13:19 | 13:19 | 13:19 | 13:19 | 00:00 | 00:00 |
 | Solar Crest | 1 | 5.88% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:12 | 55:12 | 55:12 | 55:12 | 55:12 | 55:12 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 5.88% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:12 | 55:12 | 55:12 | 55:12 | 55:12 | 55:12 | 00:00 | 00:00 |
 | Blight Stone | 1 | 5.88% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:12 | 55:12 | 55:12 | 55:12 | 55:12 | 55:12 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 5.88% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:31 | 25:31 | 25:31 | 25:31 | 25:31 | 25:31 | 00:00 | 00:00 |
 | Crown | 2 | 11.76% | 6.4 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 32:07 | 09:02 | 09:02 | 55:12 | 55:12 | 55:12 | 46:10 | 34:11 |
 | Ring of Basilius | 1 | 5.88% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:36 | 05:36 | 05:36 | 05:36 | 05:36 | 05:36 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 5.88% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:42 | 54:42 | 54:42 | 54:42 | 54:42 | 54:42 | 00:00 | 00:00 |