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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 | |
 | Ring of Health | 31 | 40.26% | 100.0 | 61.29% | +22.16% | -36.29% | +26.21% | 3.03% | 24:49 | 04:45 | 11:23 | 27:33 | 31:59 | 55:11 | 20:36 | 15:15 |
 | Fluffy Hat | 34 | 44.16% | 98.0 | 58.82% | +19.29% | -3.26% | +3.68% | 1.13% | 06:54 | 02:31 | 03:26 | 05:32 | 09:33 | 17:23 | 06:07 | 04:31 |
 | Tranquil Boots | 4 | 5.19% | 96.1 | 100.00% | +54.79% | 0.00% | 0.00% | 0.00% | 19:26 | 12:53 | 12:53 | 15:49 | 23:01 | 26:00 | 10:08 | 07:30 |
 | Void Stone | 50 | 64.94% | 94.1 | 54.00% | +16.96% | -0.15% | +4.33% | 0.27% | 20:18 | 06:58 | 11:28 | 16:08 | 28:19 | 49:54 | 16:51 | 12:28 |
 | Shiva's Guard | 21 | 27.27% | 92.2 | 61.90% | +19.04% | -1.90% | -1.90% | 0.00% | 32:07 | 21:35 | 29:01 | 31:13 | 34:38 | 43:46 | 05:37 | 04:09 |
 | Boots of Speed | 76 | 98.70% | 90.2 | 48.68% | +48.68% | +9.21% | +19.74% | 3.65% | 05:15 | 01:40 | 03:33 | 05:19 | 06:26 | 10:49 | 02:53 | 02:08 |
 | Falcon Blade | 22 | 28.57% | 88.2 | 59.09% | +15.45% | +7.58% | -19.09% | -8.94% | 06:25 | 03:40 | 04:43 | 05:57 | 07:42 | 11:12 | 02:59 | 02:12 |
 | Linken's Sphere | 6 | 7.79% | 86.3 | 83.33% | +38.26% | +16.67% | -83.33% | 0.00% | 36:16 | 30:19 | 32:10 | 32:54 | 40:12 | 45:08 | 08:02 | 05:57 |
 | Magic Stick | 71 | 92.21% | 84.3 | 47.89% | -2.11% | -3.45% | -9.00% | -1.09% | 03:11 | -01:29 | -01:28 | 02:12 | 06:34 | 15:20 | 08:02 | 05:57 |
 | Magic Wand | 69 | 89.61% | 82.4 | 47.83% | -2.17% | -6.65% | +22.76% | 6.84% | 07:59 | 01:54 | 05:30 | 06:58 | 09:48 | 25:39 | 04:18 | 03:11 |
 | Black King Bar | 43 | 55.84% | 80.4 | 51.16% | +7.04% | +30.66% | -23.89% | -13.41% | 21:14 | 14:26 | 18:25 | 20:32 | 22:29 | 41:58 | 04:04 | 03:00 |
 | Lotus Orb | 12 | 15.58% | 78.4 | 66.67% | +22.05% | +33.33% | 0.00% | -3.81% | 30:53 | 20:45 | 23:29 | 30:01 | 32:14 | 45:24 | 08:45 | 06:28 |
 | Blink Dagger | 19 | 24.68% | 76.5 | 57.89% | +13.06% | +22.11% | +22.11% | 0.00% | 30:15 | 20:44 | 24:58 | 28:55 | 34:39 | 45:11 | 09:41 | 07:10 |
 | Glimmer Cape | 3 | 3.90% | 74.5 | 100.00% | +54.05% | 0.00% | 0.00% | 0.00% | 21:41 | 18:36 | 18:36 | 18:46 | 27:40 | 27:40 | 09:04 | 06:42 |
 | Wind Lace | 44 | 57.14% | 72.5 | 45.45% | -6.07% | +9.10% | 0.00% | -1.04% | 12:32 | 03:24 | 07:03 | 09:56 | 15:46 | 34:44 | 08:43 | 06:27 |
 | Heaven's Halberd | 9 | 11.69% | 70.6 | 66.67% | +21.08% | +33.33% | -66.67% | 0.00% | 27:20 | 15:43 | 18:34 | 28:08 | 32:06 | 40:58 | 13:32 | 10:01 |
 | Eul's Scepter of Divinity | 37 | 48.05% | 68.6 | 45.95% | -4.05% | +9.61% | +9.61% | 0.00% | 19:15 | 10:04 | 12:49 | 16:29 | 23:39 | 36:10 | 10:50 | 08:01 |
 | Null Talisman | 43 | 55.84% | 66.7 | 44.19% | -8.75% | -7.83% | -7.83% | 0.00% | 03:20 | 00:53 | 02:17 | 03:05 | 03:38 | 10:12 | 01:21 | 01:00 |
 | Sange | 30 | 38.96% | 64.7 | 46.67% | -2.27% | +3.33% | -18.10% | -2.02% | 23:42 | 09:31 | 17:24 | 22:05 | 28:01 | 42:05 | 10:37 | 07:51 |
 | Aghanim's Shard | 20 | 25.97% | 62.7 | 50.00% | +2.63% | -10.00% | +10.00% | 1.77% | 33:34 | 22:24 | 24:54 | 31:08 | 36:13 | 54:00 | 11:19 | 08:22 |
 | Kaya | 16 | 20.78% | 60.8 | 50.00% | +2.46% | -25.00% | 0.00% | 2.04% | 22:56 | 10:54 | 14:26 | 24:01 | 26:40 | 37:03 | 12:14 | 09:03 |
 | Refresher Orb | 6 | 7.79% | 58.8 | 66.67% | +20.19% | +33.33% | +33.33% | 0.00% | 47:56 | 37:47 | 44:00 | 44:37 | 55:12 | 56:05 | 11:12 | 08:17 |
 | Arcane Boots | 6 | 7.79% | 56.9 | 66.67% | +20.19% | -16.67% | +33.33% | 0.00% | 18:35 | 07:50 | 08:58 | 09:58 | 29:39 | 31:19 | 20:41 | 15:19 |
 | Aeon Disk | 9 | 11.69% | 54.9 | 55.56% | +8.50% | -5.56% | -5.56% | 0.00% | 33:41 | 26:56 | 27:52 | 33:04 | 33:37 | 45:47 | 05:45 | 04:15 |
 | Kaya and Sange | 15 | 19.48% | 52.9 | 46.67% | -1.72% | -21.67% | -21.67% | 0.00% | 24:47 | 14:08 | 17:11 | 25:17 | 28:36 | 37:06 | 11:25 | 08:27 |
 | Chainmail | 15 | 19.48% | 51.0 | 46.67% | -1.72% | +3.33% | +3.33% | 0.00% | 09:17 | 05:04 | 05:37 | 08:48 | 10:08 | 21:40 | 04:31 | 03:20 |
 | Phase Boots | 12 | 15.58% | 49.0 | 50.00% | +2.31% | +16.67% | -16.67% | -13.16% | 09:23 | 06:11 | 06:58 | 07:49 | 09:30 | 22:13 | 02:32 | 01:52 |
 | Power Treads | 16 | 20.78% | 47.1 | 43.75% | -5.43% | +6.25% | -43.75% | -15.96% | 09:48 | 06:02 | 07:28 | 09:32 | 10:36 | 21:01 | 03:08 | 02:19 |
 | Octarine Core | 2 | 2.60% | 45.1 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 36:43 | 34:57 | 34:57 | 38:28 | 38:28 | 38:28 | 03:31 | 02:36 |
 | Eternal Shroud | 2 | 2.60% | 43.1 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 24:06 | 15:54 | 15:54 | 32:17 | 32:17 | 32:17 | 16:23 | 12:08 |
 | Scythe of Vyse | 2 | 2.60% | 41.2 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 44:55 | 44:47 | 44:47 | 45:02 | 45:02 | 45:02 | 00:15 | 00:11 |
 | Quelling Blade | 7 | 9.09% | 39.2 | 57.14% | +10.00% | -7.14% | +42.86% | 0.00% | -01:18 | -01:29 | -01:29 | -01:29 | -01:29 | -00:15 | 00:00 | 00:00 |
 | Bottle | 24 | 31.17% | 37.3 | 37.50% | -15.33% | -20.83% | -4.17% | 16.66% | 01:36 | 00:47 | 01:20 | 01:35 | 01:51 | 02:28 | 00:31 | 00:22 |
 | Ghost Scepter | 13 | 16.88% | 35.3 | 38.46% | -11.54% | -5.13% | -5.13% | 0.00% | 23:35 | 15:28 | 18:33 | 21:28 | 28:09 | 36:51 | 09:36 | 07:06 |
 | Hood of Defiance | 13 | 16.88% | 33.3 | 38.46% | -11.54% | -38.46% | -5.13% | 9.95% | 13:56 | 05:47 | 10:10 | 11:19 | 13:31 | 31:12 | 03:21 | 02:28 |
 | Aether Lens | 3 | 3.90% | 31.4 | 66.67% | +19.37% | +33.33% | 0.00% | 0.00% | 35:30 | 34:30 | 34:30 | 34:57 | 37:03 | 37:03 | 02:33 | 01:53 |
 | Crown | 3 | 3.90% | 29.4 | 66.67% | +19.37% | +33.33% | 0.00% | 0.00% | 16:08 | 10:04 | 10:04 | 18:59 | 19:22 | 19:22 | 09:18 | 06:53 |
 | Ring of Protection | 4 | 5.19% | 27.5 | 50.00% | +2.05% | +50.00% | -50.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Bloodstone | 1 | 1.30% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.30% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:51 | 13:51 | 13:51 | 13:51 | 13:51 | 13:51 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.30% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.30% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 1.30% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:36 | 14:36 | 14:36 | 14:36 | 14:36 | 14:36 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.30% | 15.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:58 | 19:58 | 19:58 | 19:58 | 19:58 | 19:58 | 00:00 | 00:00 |
 | Holy Locket | 1 | 1.30% | 13.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:51 | 30:51 | 30:51 | 30:51 | 30:51 | 30:51 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.30% | 11.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.30% | 9.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:50 | 49:50 | 49:50 | 49:50 | 49:50 | 49:50 | 00:00 | 00:00 |
 | Headdress | 1 | 1.30% | 7.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:36 | 29:36 | 29:36 | 29:36 | 29:36 | 29:36 | 00:00 | 00:00 |
 | Rod of Atos | 2 | 2.60% | 5.9 | 50.00% | +2.00% | +50.00% | 0.00% | 0.00% | 17:16 | 14:29 | 14:29 | 20:02 | 20:02 | 20:02 | 05:33 | 04:06 |
 | Bracer | 2 | 2.60% | 3.9 | 50.00% | +2.00% | +50.00% | 0.00% | 0.00% | 09:42 | 02:37 | 02:37 | 16:47 | 16:47 | 16:47 | 14:10 | 10:29 |
 | Witch Blade | 2 | 2.60% | 2.0 | 0.00% | -49.33% | 0.00% | 0.00% | 0.00% | 15:18 | 14:33 | 14:33 | 16:02 | 16:02 | 16:02 | 01:29 | 01:05 |