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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 | 41 | 41.00% | 100.0 | 75.61% | +29.85% | -15.61% | -15.61% | 0.00% | 26:36 | 04:47 | 23:21 | 28:47 | 32:44 | 41:22 | 09:23 | 06:57 |
 | Abyssal Blade | 34 | 34.00% | 98.8 | 76.47% | +27.99% | +23.53% | -26.47% | -7.67% | 32:53 | 24:53 | 28:07 | 30:35 | 34:38 | 1:05:28 | 06:31 | 04:49 |
 | Swift Blink | 21 | 21.00% | 97.6 | 80.95% | +29.05% | +19.05% | -40.95% | -10.14% | 36:20 | 29:51 | 31:50 | 35:12 | 37:45 | 53:34 | 05:55 | 04:22 |
 | Ring of Health | 48 | 48.00% | 96.4 | 72.92% | +28.69% | -31.25% | -6.25% | 1.93% | 24:28 | 00:38 | 19:24 | 27:45 | 32:21 | 41:50 | 12:57 | 09:35 |
 | Power Treads | 20 | 20.00% | 95.2 | 80.00% | +27.50% | 0.00% | 0.00% | 0.00% | 06:21 | 04:05 | 04:36 | 05:06 | 06:12 | 13:29 | 01:36 | 01:11 |
 | Buckler | 68 | 68.00% | 94.0 | 64.71% | +20.96% | +29.41% | -17.65% | -9.38% | 25:10 | 18:45 | 22:24 | 24:21 | 27:25 | 43:13 | 05:01 | 03:42 |
 | Assault Cuirass | 67 | 67.00% | 92.9 | 64.18% | +18.73% | +29.94% | -17.12% | -10.31% | 26:33 | 19:22 | 23:50 | 25:45 | 28:24 | 44:14 | 04:34 | 03:22 |
 | Blink Dagger | 88 | 88.00% | 91.7 | 60.23% | +18.56% | +3.41% | -1.14% | -0.84% | 19:40 | 12:18 | 15:45 | 18:50 | 21:11 | 43:14 | 05:26 | 04:01 |
 | Ring of Protection | 85 | 85.00% | 90.5 | 60.00% | +13.33% | -12.38% | +1.90% | 0.96% | 10:58 | -01:30 | 04:52 | 07:03 | 19:46 | 33:00 | 14:54 | 11:02 |
 | Quelling Blade | 94 | 94.00% | 89.3 | 58.51% | +8.51% | -8.51% | +19.75% | 0.00% | -01:24 | -01:30 | -01:29 | -01:29 | -01:29 | 03:30 | 00:00 | 00:00 |
 | Boots of Speed | 100 | 100.00% | 88.1 | 58.00% | +58.00% | +10.00% | -14.00% | -10.51% | 03:24 | -01:29 | 01:57 | 02:59 | 04:14 | 09:27 | 02:17 | 01:41 |
 | Wind Lace | 23 | 23.00% | 86.9 | 69.57% | +15.02% | +30.43% | -19.57% | -7.18% | 07:45 | -01:29 | 03:22 | 06:36 | 10:20 | 23:16 | 06:58 | 05:09 |
 | Eye of Skadi | 5 | 5.00% | 85.7 | 100.00% | +44.21% | 0.00% | 0.00% | 0.00% | 33:03 | 29:27 | 29:27 | 31:18 | 31:40 | 42:22 | 02:13 | 01:38 |
 | Radiance | 72 | 72.00% | 84.5 | 58.33% | +1.19% | +19.45% | -30.55% | -26.79% | 13:31 | 09:28 | 12:29 | 13:23 | 14:21 | 18:29 | 01:52 | 01:22 |
 | Soul Ring | 56 | 56.00% | 83.3 | 58.93% | +2.11% | +26.78% | -8.93% | -16.23% | 07:30 | 02:11 | 06:04 | 06:59 | 08:16 | 19:57 | 02:12 | 01:37 |
 | Skull Basher | 45 | 45.00% | 82.1 | 60.00% | +3.64% | +30.91% | -23.64% | -9.60% | 28:40 | 19:53 | 25:25 | 27:32 | 31:06 | 44:21 | 05:41 | 04:12 |
 | Overwhelming Blink | 12 | 12.00% | 81.0 | 75.00% | +19.32% | +25.00% | -41.67% | -10.93% | 37:22 | 28:33 | 32:43 | 36:10 | 38:49 | 53:07 | 06:06 | 04:31 |
 | Aghanim's Shard | 29 | 29.00% | 79.8 | 62.07% | +5.73% | -19.21% | +9.36% | 2.60% | 32:40 | 20:27 | 26:38 | 32:22 | 37:38 | 1:01:37 | 11:00 | 08:08 |
 | Chainmail | 70 | 70.00% | 78.6 | 54.29% | -12.38% | +12.38% | +10.42% | -0.58% | 06:10 | 01:41 | 03:26 | 05:19 | 06:49 | 22:00 | 03:23 | 02:30 |
 | Magic Stick | 66 | 66.00% | 77.4 | 54.55% | -10.16% | +4.27% | +7.95% | 3.25% | 00:56 | -01:30 | -01:29 | -01:29 | 02:37 | 11:34 | 04:06 | 03:02 |
 | Black King Bar | 79 | 79.00% | 76.2 | 53.16% | -23.03% | +31.84% | -18.16% | -15.63% | 19:31 | 14:39 | 17:29 | 18:21 | 20:41 | 31:02 | 03:12 | 02:22 |
 | Phase Boots | 64 | 64.00% | 75.0 | 53.13% | -13.54% | +15.62% | +3.12% | -6.10% | 06:40 | 03:47 | 05:04 | 06:10 | 07:07 | 18:54 | 02:03 | 01:31 |
 | Magic Wand | 47 | 47.00% | 73.8 | 51.06% | -13.09% | -1.06% | -9.39% | -1.22% | 05:18 | -01:29 | 01:11 | 04:25 | 08:02 | 14:00 | 06:51 | 05:04 |
 | Butterfly | 6 | 6.00% | 72.6 | 83.33% | +26.95% | +16.67% | +16.67% | 0.00% | 29:14 | 24:57 | 25:19 | 29:33 | 32:13 | 33:22 | 06:54 | 05:06 |
 | Aghanim's Scepter | 14 | 14.00% | 71.4 | 64.29% | +7.31% | -14.29% | -30.96% | -1.13% | 35:12 | 16:19 | 28:25 | 32:27 | 43:07 | 50:25 | 14:42 | 10:53 |
 | Medallion of Courage | 12 | 12.00% | 70.2 | 66.67% | +9.85% | 0.00% | 0.00% | 0.00% | 13:20 | 09:20 | 10:57 | 11:20 | 13:09 | 22:01 | 02:12 | 01:37 |
 | Solar Crest | 12 | 12.00% | 69.0 | 66.67% | +9.85% | 0.00% | 0.00% | 0.00% | 17:35 | 11:16 | 13:07 | 17:34 | 19:37 | 24:04 | 06:30 | 04:48 |
 | Blight Stone | 12 | 12.00% | 67.9 | 66.67% | +9.85% | 0.00% | 0.00% | 0.00% | 13:03 | 09:20 | 10:25 | 11:04 | 12:48 | 22:01 | 02:23 | 01:45 |
 | Crown | 12 | 12.00% | 66.7 | 66.67% | +9.85% | -33.34% | 0.00% | 2.48% | 13:50 | 02:40 | 05:17 | 14:33 | 18:42 | 23:16 | 13:25 | 09:56 |
 | Boots of Travel | 8 | 8.00% | 65.5 | 75.00% | +18.48% | +25.00% | -25.00% | -3.62% | 33:18 | 15:41 | 26:35 | 34:01 | 40:24 | 42:57 | 13:49 | 10:14 |
 | Yasha | 8 | 8.00% | 64.3 | 75.00% | +18.48% | +25.00% | -25.00% | -5.43% | 22:43 | 11:23 | 15:25 | 18:57 | 24:37 | 43:27 | 09:12 | 06:48 |
 | Javelin | 9 | 9.00% | 63.1 | 66.67% | +9.53% | -16.67% | -16.67% | 0.00% | 29:59 | 16:50 | 18:51 | 28:46 | 35:35 | 45:58 | 16:44 | 12:23 |
 | Satanic | 3 | 3.00% | 61.9 | 100.00% | +43.30% | 0.00% | 0.00% | 0.00% | 34:22 | 24:53 | 24:53 | 38:34 | 39:39 | 39:39 | 14:46 | 10:56 |
 | Morbid Mask | 3 | 3.00% | 60.7 | 100.00% | +43.30% | 0.00% | 0.00% | 0.00% | 33:52 | 24:01 | 24:01 | 38:10 | 39:26 | 39:26 | 15:25 | 11:25 |
 | Bracer | 7 | 7.00% | 59.5 | 71.43% | +14.44% | -21.43% | +28.57% | 50.00% | 01:56 | 01:03 | 01:16 | 01:57 | 02:00 | 03:02 | 00:44 | 00:32 |
 | Heart of Tarrasque | 5 | 5.00% | 58.3 | 80.00% | +23.16% | +20.00% | +20.00% | 0.00% | 20:09 | 17:38 | 17:38 | 21:05 | 21:09 | 21:54 | 03:31 | 02:36 |
 | Crimson Guard | 5 | 5.00% | 57.1 | 80.00% | +23.16% | -80.00% | +20.00% | 0.00% | 17:59 | 12:44 | 12:44 | 19:26 | 19:43 | 23:47 | 06:59 | 05:10 |
 | Sange and Yasha | 5 | 5.00% | 56.0 | 80.00% | +23.16% | +20.00% | +20.00% | 0.00% | 21:09 | 13:19 | 13:19 | 23:34 | 24:37 | 26:48 | 11:18 | 08:22 |
 | Bottle | 17 | 17.00% | 54.8 | 52.94% | -6.10% | +22.06% | +22.06% | 0.00% | 01:31 | 00:59 | 01:14 | 01:26 | 01:31 | 02:50 | 00:17 | 00:12 |
 | Ring of Basilius | 17 | 17.00% | 53.6 | 52.94% | -6.10% | -2.94% | +22.06% | 7.35% | 03:18 | -01:29 | 01:35 | 03:43 | 04:59 | 07:06 | 03:24 | 02:31 |
 | Helm of Iron Will | 20 | 20.00% | 52.4 | 50.00% | -10.00% | -10.00% | +10.00% | 2.79% | 17:04 | 05:49 | 10:26 | 11:27 | 17:36 | 41:16 | 07:10 | 05:18 |
 | Sange | 8 | 8.00% | 51.2 | 62.50% | +4.89% | +37.50% | -12.50% | -5.19% | 23:54 | 13:19 | 17:08 | 24:37 | 26:46 | 35:27 | 09:38 | 07:08 |
 | Headdress | 6 | 6.00% | 50.0 | 66.67% | +9.22% | +33.33% | -66.67% | 0.00% | 14:02 | 11:23 | 13:40 | 13:47 | 14:40 | 16:41 | 01:00 | 00:44 |
 | Pipe of Insight | 6 | 6.00% | 48.8 | 66.67% | +9.22% | +33.33% | +33.33% | 0.00% | 18:33 | 13:34 | 16:00 | 17:37 | 19:32 | 25:26 | 03:32 | 02:37 |
 | Mjollnir | 6 | 6.00% | 47.6 | 66.67% | +9.22% | -16.67% | -66.67% | 0.00% | 28:37 | 20:30 | 21:06 | 29:30 | 32:45 | 36:21 | 11:39 | 08:37 |
 | Arcane Boots | 6 | 6.00% | 46.4 | 66.67% | +9.22% | -16.67% | -66.67% | 0.00% | 08:11 | 04:11 | 07:24 | 07:46 | 09:42 | 10:28 | 02:18 | 01:42 |
 | Scythe of Vyse | 6 | 6.00% | 45.2 | 66.67% | +9.22% | +33.33% | -66.67% | 0.00% | 40:36 | 27:12 | 35:41 | 37:33 | 48:21 | 48:58 | 12:40 | 09:22 |
 | Void Stone | 12 | 12.00% | 44.0 | 50.00% | -9.09% | -16.67% | -16.67% | 0.00% | 25:41 | 01:53 | 07:24 | 21:48 | 37:33 | 48:58 | 30:09 | 22:20 |
 | Manta Style | 4 | 4.00% | 42.9 | 75.00% | +17.71% | +25.00% | -75.00% | 0.00% | 26:50 | 20:21 | 20:21 | 21:17 | 22:01 | 43:40 | 01:40 | 01:14 |
 | Fluffy Hat | 2 | 2.00% | 41.7 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 26:02 | 19:47 | 19:47 | 32:16 | 32:16 | 32:16 | 12:29 | 09:14 |
 | Monkey King Bar | 2 | 2.00% | 40.5 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 39:38 | 32:54 | 32:54 | 46:21 | 46:21 | 46:21 | 13:27 | 09:57 |
 | Divine Rapier | 2 | 2.00% | 39.3 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 30:48 | 24:35 | 24:35 | 37:01 | 37:01 | 37:01 | 12:26 | 09:12 |
 | Force Staff | 2 | 2.00% | 38.1 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 31:11 | 28:23 | 28:23 | 33:58 | 33:58 | 33:58 | 05:35 | 04:08 |
 | Heaven's Halberd | 2 | 2.00% | 36.9 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 28:19 | 19:28 | 19:28 | 37:10 | 37:10 | 37:10 | 17:42 | 13:06 |
 | Maelstrom | 7 | 7.00% | 35.7 | 57.14% | -0.92% | -7.14% | -57.14% | -5.04% | 27:21 | 16:50 | 18:51 | 28:14 | 28:46 | 35:54 | 09:55 | 07:20 |
 | Boots of Travel 2 | 3 | 3.00% | 34.5 | 66.67% | +8.94% | +33.33% | 0.00% | 0.00% | 49:31 | 42:08 | 42:08 | 50:06 | 56:18 | 56:18 | 14:10 | 10:29 |
 | Armlet of Mordiggian | 11 | 11.00% | 33.3 | 36.36% | -24.31% | -3.03% | -3.03% | 0.00% | 12:04 | 10:04 | 11:01 | 11:26 | 12:32 | 16:22 | 01:31 | 01:07 |
 | Crystalys | 4 | 4.00% | 32.1 | 50.00% | -8.33% | +50.00% | -50.00% | 0.00% | 27:22 | 23:39 | 23:39 | 25:35 | 29:23 | 30:52 | 05:44 | 04:14 |
 | Shadow Blade | 4 | 4.00% | 31.0 | 50.00% | -8.33% | +50.00% | +50.00% | 0.00% | 25:22 | 21:48 | 21:48 | 24:33 | 26:42 | 28:24 | 04:54 | 03:37 |
 | Silver Edge | 4 | 4.00% | 29.8 | 50.00% | -8.33% | +50.00% | -50.00% | 0.00% | 28:26 | 24:34 | 24:34 | 26:05 | 30:38 | 32:28 | 06:04 | 04:29 |
 | Pavise | 1 | 1.00% | 28.6 | 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 |
 | Spirit Vessel | 1 | 1.00% | 27.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:40 | 11:40 | 11:40 | 11:40 | 11:40 | 11:40 | 00:00 | 00:00 |
 | Diadem | 1 | 1.00% | 26.2 | 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 | 1.00% | 25.0 | 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 | 1.00% | 23.8 | 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 |
 | Mekansm | 1 | 1.00% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:45 | 16:45 | 16:45 | 16:45 | 16:45 | 16:45 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.00% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:10 | 10:10 | 10:10 | 10:10 | 10:10 | 10:10 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 1.00% | 20.2 | 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 |
 | Kaya | 1 | 1.00% | 19.0 | 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 | 1.00% | 17.9 | 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 |
 | Moon Shard | 1 | 1.00% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:08 | 42:08 | 42:08 | 42:08 | 42:08 | 42:08 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 1.00% | 15.5 | 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 |
 | Linken's Sphere | 1 | 1.00% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:23 | 39:23 | 39:23 | 39:23 | 39:23 | 39:23 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.00% | 13.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:58 | 28:58 | 28:58 | 28:58 | 28:58 | 28:58 | 00:00 | 00:00 |
 | Nullifier | 5 | 5.00% | 11.9 | 40.00% | -18.95% | -40.00% | -40.00% | 0.00% | 33:39 | 22:48 | 22:48 | 32:44 | 39:57 | 41:23 | 17:09 | 12:42 |
 | Drum of Endurance | 2 | 2.00% | 10.7 | 50.00% | -8.16% | -50.00% | 0.00% | 0.00% | 28:37 | 23:24 | 23:24 | 33:50 | 33:50 | 33:50 | 10:26 | 07:43 |
 | Refresher Orb | 2 | 2.00% | 9.5 | 50.00% | -8.16% | +50.00% | 0.00% | 0.00% | 50:02 | 41:50 | 41:50 | 58:13 | 58:13 | 58:13 | 16:23 | 12:08 |
 | Ghost Scepter | 2 | 2.00% | 8.3 | 50.00% | -8.16% | +50.00% | 0.00% | 0.00% | 32:30 | 30:43 | 30:43 | 34:16 | 34:16 | 34:16 | 03:33 | 02:37 |
 | Cornucopia | 2 | 2.00% | 7.1 | 50.00% | -8.16% | +50.00% | 0.00% | 0.00% | 36:52 | 15:58 | 15:58 | 57:45 | 57:45 | 57:45 | 41:47 | 30:57 |
 | Tranquil Boots | 2 | 2.00% | 6.0 | 50.00% | -8.16% | +50.00% | 0.00% | 0.00% | 06:09 | 05:52 | 05:52 | 06:26 | 06:26 | 06:26 | 00:34 | 00:25 |
 | Orchid Malevolence | 3 | 3.00% | 4.8 | 33.33% | -25.43% | +66.67% | 0.00% | 0.00% | 19:47 | 16:07 | 16:07 | 21:26 | 21:48 | 21:48 | 05:41 | 04:12 |
 | Mage Slayer | 3 | 3.00% | 3.6 | 33.33% | -25.43% | -33.33% | 0.00% | 0.00% | 32:35 | 28:26 | 28:26 | 31:09 | 38:09 | 38:09 | 09:43 | 07:11 |
 | Meteor Hammer | 3 | 3.00% | 2.4 | 33.33% | -25.43% | +66.67% | 0.00% | 0.00% | 05:36 | 04:16 | 04:16 | 04:51 | 07:40 | 07:40 | 03:24 | 02:31 |
 | Bloodthorn | 2 | 2.00% | 1.2 | 0.00% | -59.18% | 0.00% | 0.00% | 0.00% | 30:55 | 29:52 | 29:52 | 31:57 | 31:57 | 31:57 | 02:05 | 01:32 |