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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 | |
 | Vanguard | 57 | 42.86% | 100.0 | 75.44% | +28.07% | -11.15% | -18.30% | -0.61% | 25:44 | 04:21 | 21:02 | 28:33 | 32:43 | 41:22 | 11:41 | 08:39 |
 | Abyssal Blade | 44 | 33.08% | 98.9 | 77.27% | +26.71% | +22.73% | -31.82% | -8.85% | 32:31 | 24:53 | 28:07 | 30:35 | 34:17 | 1:05:28 | 06:10 | 04:34 |
 | Overwhelming Blink | 20 | 15.04% | 97.7 | 85.00% | +30.13% | +15.00% | -45.00% | -10.78% | 36:10 | 28:33 | 32:43 | 34:25 | 38:17 | 53:07 | 05:34 | 04:07 |
 | Ring of Health | 66 | 49.62% | 96.6 | 72.73% | +26.46% | -19.79% | -10.23% | 0.66% | 24:19 | 00:38 | 17:58 | 27:45 | 32:29 | 51:36 | 14:31 | 10:45 |
 | Power Treads | 22 | 16.54% | 95.4 | 81.82% | +26.87% | +1.51% | -1.82% | -2.02% | 06:16 | 04:05 | 04:36 | 05:06 | 06:15 | 13:29 | 01:39 | 01:13 |
 | Swift Blink | 25 | 18.80% | 94.3 | 80.00% | +25.37% | +20.00% | -30.00% | -9.46% | 36:30 | 29:51 | 32:28 | 35:12 | 37:45 | 53:34 | 05:17 | 03:54 |
 | Assault Cuirass | 87 | 65.41% | 93.1 | 66.67% | +21.02% | +28.78% | -21.22% | -10.03% | 26:09 | 19:22 | 23:11 | 25:34 | 28:10 | 44:14 | 04:59 | 03:41 |
 | Buckler | 92 | 69.17% | 92.0 | 65.22% | +18.88% | +21.74% | -21.74% | -8.64% | 24:51 | 11:42 | 21:56 | 23:56 | 26:58 | 47:46 | 05:02 | 03:43 |
 | Wind Lace | 30 | 22.56% | 90.8 | 73.33% | +17.99% | +26.67% | -1.90% | -3.68% | 08:56 | -01:29 | 04:11 | 07:14 | 11:57 | 25:30 | 07:46 | 05:45 |
 | Ring of Protection | 113 | 84.96% | 89.7 | 61.95% | +16.95% | -11.95% | +9.48% | 1.26% | 10:19 | -01:30 | 02:45 | 06:44 | 19:45 | 33:00 | 17:00 | 12:35 |
 | Blink Dagger | 116 | 87.22% | 88.5 | 61.21% | +14.15% | +7.76% | -16.38% | -4.17% | 19:39 | 11:48 | 15:41 | 18:50 | 21:28 | 43:14 | 05:47 | 04:17 |
 | Quelling Blade | 126 | 94.74% | 87.4 | 60.32% | +17.46% | +2.18% | +17.10% | 0.00% | -01:19 | -01:30 | -01:29 | -01:29 | -01:29 | 11:22 | 00:00 | 00:00 |
 | Moon Shard | 6 | 4.51% | 86.2 | 100.00% | +42.52% | 0.00% | 0.00% | 0.00% | 39:17 | 19:46 | 37:46 | 39:10 | 45:38 | 51:11 | 07:52 | 05:49 |
 | Boots of Speed | 133 | 100.00% | 85.1 | 59.40% | +59.40% | +4.24% | -10.92% | -6.74% | 03:24 | -01:29 | 01:58 | 02:59 | 04:13 | 09:27 | 02:15 | 01:40 |
 | Radiance | 99 | 74.44% | 83.9 | 60.61% | +4.73% | +19.39% | -32.61% | -26.67% | 13:24 | 09:28 | 12:24 | 13:17 | 14:21 | 18:29 | 01:57 | 01:26 |
 | Heart of Tarrasque | 9 | 6.77% | 82.8 | 88.89% | +31.63% | -38.89% | +11.11% | 0.00% | 21:49 | 17:38 | 19:01 | 21:09 | 23:54 | 26:07 | 04:53 | 03:37 |
 | Aghanim's Shard | 39 | 29.32% | 81.6 | 66.67% | +10.29% | -16.67% | +13.33% | 3.19% | 33:27 | 19:49 | 28:13 | 33:45 | 37:38 | 1:01:37 | 09:25 | 06:58 |
 | Skull Basher | 59 | 44.36% | 80.5 | 62.71% | +5.95% | +30.62% | -29.38% | -11.08% | 28:31 | 19:53 | 25:25 | 27:43 | 30:50 | 44:21 | 05:25 | 04:00 |
 | Yasha | 14 | 10.53% | 79.3 | 78.57% | +21.43% | +21.43% | -45.24% | -9.59% | 20:29 | 11:23 | 16:11 | 17:56 | 23:08 | 43:27 | 06:57 | 05:08 |
 | Magic Stick | 92 | 69.17% | 78.2 | 58.70% | -2.28% | +10.87% | -2.18% | -13.05% | 00:55 | -01:30 | -01:29 | -01:29 | 02:17 | 22:30 | 03:46 | 02:47 |
 | Boots of Travel 2 | 11 | 8.27% | 77.0 | 81.82% | +24.44% | -15.15% | -15.15% | 0.00% | 42:15 | 22:01 | 41:00 | 42:26 | 43:37 | 56:18 | 02:37 | 01:56 |
 | Black King Bar | 102 | 76.69% | 75.9 | 56.86% | -10.88% | +23.91% | -12.86% | -10.98% | 20:16 | 14:39 | 17:29 | 18:18 | 20:50 | 60:57 | 03:21 | 02:28 |
 | Soul Ring | 72 | 54.14% | 74.7 | 58.33% | -2.33% | +25.00% | -13.89% | -16.91% | 07:09 | 02:11 | 05:49 | 06:48 | 08:07 | 19:57 | 02:18 | 01:42 |
 | Magic Wand | 65 | 48.87% | 73.6 | 58.46% | -1.83% | -2.21% | -2.21% | 0.00% | 05:02 | -01:29 | 01:11 | 03:59 | 08:02 | 22:49 | 06:51 | 05:04 |
 | Aghanim's Scepter | 20 | 15.04% | 72.4 | 70.00% | +12.48% | -10.00% | -30.00% | -1.83% | 35:58 | 16:19 | 31:23 | 36:20 | 42:20 | 50:25 | 10:57 | 08:06 |
 | Ring of Basilius | 28 | 21.05% | 71.3 | 64.29% | +6.19% | -7.15% | +7.14% | 5.57% | 03:13 | -01:29 | 01:44 | 02:34 | 04:18 | 08:52 | 02:34 | 01:54 |
 | Chainmail | 92 | 69.17% | 70.1 | 53.26% | -19.91% | +7.61% | +11.96% | 1.37% | 06:29 | 01:41 | 03:31 | 05:13 | 06:42 | 25:30 | 03:11 | 02:21 |
 | Phase Boots | 82 | 61.65% | 69.0 | 52.44% | -18.15% | +14.23% | +7.56% | -3.45% | 06:32 | 03:18 | 05:07 | 06:10 | 07:03 | 18:54 | 01:56 | 01:25 |
 | Solar Crest | 13 | 9.77% | 67.8 | 69.23% | +10.90% | -2.56% | -2.56% | 0.00% | 18:12 | 11:16 | 13:07 | 18:02 | 22:07 | 25:34 | 09:00 | 06:40 |
 | Medallion of Courage | 13 | 9.77% | 66.7 | 69.23% | +10.90% | -2.56% | -2.56% | 0.00% | 14:16 | 09:20 | 10:57 | 11:21 | 17:22 | 25:30 | 06:25 | 04:45 |
 | Crown | 13 | 9.77% | 65.5 | 69.23% | +10.90% | -35.90% | -2.56% | 2.34% | 14:43 | 02:40 | 05:17 | 16:33 | 19:31 | 25:30 | 14:14 | 10:32 |
 | Blight Stone | 13 | 9.77% | 64.4 | 69.23% | +10.90% | -2.56% | -2.56% | 0.00% | 14:01 | 09:20 | 10:25 | 11:10 | 17:21 | 25:30 | 06:56 | 05:08 |
 | Helm of Iron Will | 26 | 19.55% | 63.2 | 57.69% | -2.12% | -29.12% | -7.69% | 1.07% | 20:43 | 05:49 | 10:56 | 15:11 | 31:03 | 43:49 | 20:07 | 14:54 |
 | Eye of Skadi | 6 | 4.51% | 62.1 | 83.33% | +25.06% | +16.67% | -83.33% | 0.00% | 35:32 | 29:27 | 30:27 | 31:18 | 42:22 | 47:55 | 11:55 | 08:49 |
 | Sange and Yasha | 6 | 4.51% | 60.9 | 83.33% | +25.06% | +16.67% | +16.67% | 0.00% | 21:18 | 13:19 | 17:26 | 22:05 | 24:37 | 26:48 | 07:11 | 05:19 |
 | Crimson Guard | 6 | 4.51% | 59.8 | 83.33% | +25.06% | -33.33% | +16.67% | 0.00% | 18:37 | 12:44 | 14:13 | 19:26 | 21:51 | 23:47 | 07:38 | 05:39 |
 | Butterfly | 6 | 4.51% | 58.6 | 83.33% | +25.06% | +16.67% | +16.67% | 0.00% | 29:14 | 24:57 | 25:19 | 29:33 | 32:13 | 33:22 | 06:54 | 05:06 |
 | Javelin | 12 | 9.02% | 57.5 | 66.67% | +7.99% | -33.34% | 0.00% | 3.33% | 31:34 | 16:50 | 25:35 | 28:14 | 35:35 | 56:24 | 10:00 | 07:24 |
 | Boots of Travel | 10 | 7.52% | 56.3 | 70.00% | +11.46% | -3.33% | -20.00% | -1.21% | 32:09 | 15:41 | 26:35 | 29:06 | 40:24 | 42:57 | 13:49 | 10:14 |
 | Manta Style | 8 | 6.02% | 55.2 | 75.00% | +16.60% | +25.00% | -25.00% | 0.00% | 22:56 | 16:55 | 18:36 | 20:21 | 21:37 | 43:40 | 03:01 | 02:14 |
 | Mjollnir | 8 | 6.02% | 54.0 | 75.00% | +16.60% | -25.00% | -25.00% | 0.00% | 31:59 | 20:30 | 21:06 | 29:30 | 32:45 | 56:40 | 11:39 | 08:37 |
 | Arcane Boots | 11 | 8.27% | 52.9 | 63.64% | +4.62% | +3.03% | -30.31% | -13.34% | 08:08 | 04:11 | 07:06 | 07:46 | 09:36 | 11:53 | 02:30 | 01:51 |
 | Bracer | 11 | 8.27% | 51.7 | 63.64% | +4.62% | +3.03% | +3.03% | 0.00% | 02:05 | 01:03 | 01:37 | 02:00 | 02:31 | 03:02 | 00:54 | 00:40 |
 | Spirit Vessel | 3 | 2.26% | 50.6 | 100.00% | +41.54% | 0.00% | 0.00% | 0.00% | 10:34 | 09:10 | 09:10 | 10:51 | 11:40 | 11:40 | 02:30 | 01:51 |
 | Morbid Mask | 3 | 2.26% | 49.4 | 100.00% | +41.54% | 0.00% | 0.00% | 0.00% | 33:52 | 24:01 | 24:01 | 38:10 | 39:26 | 39:26 | 15:25 | 11:25 |
 | Satanic | 3 | 2.26% | 48.3 | 100.00% | +41.54% | 0.00% | 0.00% | 0.00% | 34:22 | 24:53 | 24:53 | 38:34 | 39:39 | 39:39 | 14:46 | 10:56 |
 | Void Stone | 17 | 12.78% | 47.1 | 52.94% | -7.40% | -27.94% | -2.94% | 1.39% | 27:32 | 01:53 | 19:47 | 25:57 | 37:43 | 51:36 | 17:56 | 13:17 |
 | Nullifier | 10 | 7.52% | 46.0 | 60.00% | +0.65% | +6.67% | -60.00% | -7.80% | 35:00 | 22:48 | 31:24 | 32:44 | 39:57 | 43:59 | 08:33 | 06:20 |
 | Pipe of Insight | 10 | 7.52% | 44.8 | 60.00% | +0.65% | +40.00% | -10.00% | -18.75% | 18:20 | 13:34 | 16:28 | 18:05 | 19:08 | 25:26 | 02:40 | 01:58 |
 | Headdress | 10 | 7.52% | 43.7 | 60.00% | +0.65% | +6.67% | -10.00% | -6.17% | 13:58 | 08:06 | 13:12 | 13:47 | 15:54 | 18:11 | 02:42 | 02:00 |
 | Maelstrom | 10 | 7.52% | 42.5 | 60.00% | +0.65% | -26.67% | -10.00% | 1.67% | 30:02 | 16:50 | 25:35 | 27:15 | 35:35 | 56:24 | 10:00 | 07:24 |
 | Sange | 13 | 9.77% | 41.4 | 53.85% | -6.15% | +12.82% | -20.52% | -3.10% | 24:18 | 13:19 | 17:47 | 24:56 | 28:33 | 35:27 | 10:46 | 07:58 |
 | Bottle | 19 | 14.29% | 40.2 | 47.37% | -14.03% | +12.63% | -7.37% | -20.00% | 01:33 | 00:59 | 01:20 | 01:27 | 01:32 | 02:50 | 00:12 | 00:08 |
 | Scythe of Vyse | 6 | 4.51% | 39.1 | 66.67% | +7.61% | +33.33% | -66.67% | 0.00% | 40:36 | 27:12 | 35:41 | 37:33 | 48:21 | 48:58 | 12:40 | 09:22 |
 | Urn of Shadows | 4 | 3.01% | 37.9 | 75.00% | +16.09% | +25.00% | +25.00% | 0.00% | 04:27 | 02:11 | 02:11 | 02:20 | 03:07 | 10:10 | 00:56 | 00:41 |
 | Monkey King Bar | 2 | 1.50% | 36.8 | 100.00% | +41.22% | 0.00% | 0.00% | 0.00% | 39:38 | 32:54 | 32:54 | 46:21 | 46:21 | 46:21 | 13:27 | 09:57 |
 | Fluffy Hat | 2 | 1.50% | 35.6 | 100.00% | +41.22% | 0.00% | 0.00% | 0.00% | 26:02 | 19:47 | 19:47 | 32:16 | 32:16 | 32:16 | 12:29 | 09:14 |
 | Force Staff | 2 | 1.50% | 34.5 | 100.00% | +41.22% | 0.00% | 0.00% | 0.00% | 31:11 | 28:23 | 28:23 | 33:58 | 33:58 | 33:58 | 05:35 | 04:08 |
 | Linken's Sphere | 2 | 1.50% | 33.3 | 100.00% | +41.22% | 0.00% | 0.00% | 0.00% | 33:59 | 28:35 | 28:35 | 39:23 | 39:23 | 39:23 | 10:48 | 08:00 |
 | Divine Rapier | 2 | 1.50% | 32.2 | 100.00% | +41.22% | 0.00% | 0.00% | 0.00% | 30:48 | 24:35 | 24:35 | 37:01 | 37:01 | 37:01 | 12:26 | 09:12 |
 | Cornucopia | 5 | 3.76% | 31.0 | 60.00% | +0.62% | -60.00% | +40.00% | 0.00% | 35:15 | 14:38 | 14:38 | 28:35 | 57:45 | 59:19 | 43:07 | 31:56 |
 | Heaven's Halberd | 6 | 4.51% | 29.9 | 50.00% | -9.84% | 0.00% | +50.00% | 0.00% | 28:24 | 19:28 | 20:40 | 30:40 | 31:38 | 37:10 | 10:58 | 08:07 |
 | Refresher Orb | 3 | 2.26% | 28.7 | 66.67% | +7.44% | +33.33% | 0.00% | 0.00% | 50:40 | 41:50 | 41:50 | 51:58 | 58:13 | 58:13 | 16:23 | 12:08 |
 | Armlet of Mordiggian | 11 | 8.27% | 27.6 | 36.36% | -25.12% | -3.03% | -3.03% | 0.00% | 12:04 | 10:04 | 11:01 | 11:26 | 12:32 | 16:22 | 01:31 | 01:07 |
 | Silver Edge | 7 | 5.26% | 26.4 | 42.86% | -17.46% | +7.14% | -42.86% | 0.00% | 31:03 | 24:34 | 26:05 | 30:38 | 30:43 | 44:22 | 04:38 | 03:25 |
 | Crystalys | 7 | 5.26% | 25.3 | 42.86% | -17.46% | +7.14% | -42.86% | 0.00% | 30:20 | 23:39 | 25:35 | 29:23 | 30:13 | 44:22 | 04:38 | 03:25 |
 | Shadow Blade | 8 | 6.02% | 24.1 | 37.50% | -23.30% | +62.50% | +12.50% | 0.00% | 27:21 | 21:48 | 22:23 | 24:33 | 26:42 | 44:22 | 04:19 | 03:11 |
 | Mekansm | 4 | 3.01% | 23.0 | 50.00% | -9.69% | -50.00% | -50.00% | 0.00% | 17:58 | 08:16 | 08:16 | 16:45 | 22:26 | 24:24 | 14:10 | 10:29 |
 | Guardian Greaves | 4 | 3.01% | 21.8 | 50.00% | -9.69% | -50.00% | +50.00% | 0.00% | 23:56 | 12:51 | 12:51 | 25:13 | 28:42 | 28:58 | 15:51 | 11:44 |
 | Pavise | 1 | 0.75% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:12 | 20:12 | 20:12 | 20:12 | 20:12 | 20:12 | 00:00 | 00:00 |
 | Diadem | 1 | 0.75% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:49 | 13:49 | 13:49 | 13:49 | 13:49 | 13:49 | 00:00 | 00:00 |
 | Harpoon | 1 | 0.75% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:55 | 15:55 | 15:55 | 15:55 | 15:55 | 15:55 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.75% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:24 | 35:24 | 35:24 | 35:24 | 35:24 | 35:24 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.75% | 16.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:54 | 23:54 | 23:54 | 23:54 | 23:54 | 23:54 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 0.75% | 14.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.75% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 00:00 | 00:00 |
 | Kaya | 1 | 0.75% | 12.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 0.75% | 11.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:26 | 12:26 | 12:26 | 12:26 | 12:26 | 12:26 | 00:00 | 00:00 |
 | Mage Slayer | 5 | 3.76% | 10.3 | 40.00% | -20.16% | -40.00% | +60.00% | 0.00% | 37:43 | 25:50 | 25:50 | 31:09 | 38:09 | 1:05:01 | 12:19 | 09:07 |
 | Orchid Malevolence | 6 | 4.51% | 9.2 | 33.33% | -27.30% | +16.67% | +66.67% | 0.00% | 26:41 | 14:38 | 16:07 | 21:26 | 21:55 | 1:04:10 | 05:48 | 04:17 |
 | Drum of Endurance | 2 | 1.50% | 8.0 | 50.00% | -9.54% | -50.00% | 0.00% | 0.00% | 28:37 | 23:24 | 23:24 | 33:50 | 33:50 | 33:50 | 10:26 | 07:43 |
 | Tranquil Boots | 2 | 1.50% | 6.9 | 50.00% | -9.54% | +50.00% | 0.00% | 0.00% | 06:09 | 05:52 | 05:52 | 06:26 | 06:26 | 06:26 | 00:34 | 00:25 |
 | Ghost Scepter | 2 | 1.50% | 5.7 | 50.00% | -9.54% | +50.00% | 0.00% | 0.00% | 32:30 | 30:43 | 30:43 | 34:16 | 34:16 | 34:16 | 03:33 | 02:37 |
 | Octarine Core | 2 | 1.50% | 4.6 | 50.00% | -9.54% | +50.00% | 0.00% | 0.00% | 32:19 | 26:17 | 26:17 | 38:20 | 38:20 | 38:20 | 12:03 | 08:55 |
 | Meteor Hammer | 3 | 2.26% | 3.4 | 33.33% | -26.67% | +66.67% | 0.00% | 0.00% | 05:36 | 04:16 | 04:16 | 04:51 | 07:40 | 07:40 | 03:24 | 02:31 |
 | Bloodthorn | 4 | 3.01% | 2.3 | 25.00% | -35.47% | -25.00% | +75.00% | 0.00% | 38:36 | 26:40 | 26:40 | 29:52 | 31:57 | 1:05:56 | 05:17 | 03:54 |
 | Wraith Band | 1 | 0.75% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:54 | 07:54 | 07:54 | 07:54 | 07:54 | 07:54 | 00:00 | 00:00 |