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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 | |
 | Boots of Travel | 10 | 5.56% | 100.0 | 100.00% | +53.53% | 0.00% | 0.00% | 0.00% | 40:15 | 19:46 | 33:36 | 36:00 | 45:33 | 1:04:38 | 11:57 | 08:51 |
 | Heart of Tarrasque | 21 | 11.67% | 98.7 | 80.95% | +35.67% | +19.05% | -0.95% | -1.08% | 30:06 | 17:19 | 21:03 | 28:22 | 39:37 | 51:42 | 18:34 | 13:45 |
 | Octarine Core | 14 | 7.78% | 97.4 | 85.71% | +39.32% | -10.71% | -19.04% | -1.01% | 39:53 | 26:54 | 32:01 | 34:01 | 40:14 | 1:16:14 | 08:13 | 06:05 |
 | Aghanim's Blessing | 10 | 5.56% | 96.1 | 90.00% | +42.94% | +10.00% | -40.00% | -3.59% | 56:48 | 40:25 | 50:21 | 56:11 | 1:04:16 | 1:09:23 | 13:55 | 10:18 |
 | Ring of Protection | 52 | 28.89% | 94.8 | 67.31% | +25.12% | +17.31% | -13.46% | -3.92% | 26:34 | 06:53 | 21:27 | 27:11 | 29:18 | 46:10 | 07:51 | 05:48 |
 | Buckler | 49 | 27.22% | 93.5 | 67.35% | +24.60% | +15.98% | -17.35% | -3.80% | 27:21 | 17:29 | 21:31 | 27:31 | 30:17 | 46:11 | 08:46 | 06:29 |
 | Void Stone | 65 | 36.11% | 92.2 | 64.62% | +23.75% | -20.87% | +4.13% | 2.64% | 33:46 | 08:31 | 27:54 | 34:38 | 37:22 | 1:15:52 | 09:28 | 07:00 |
 | Assault Cuirass | 48 | 26.67% | 90.9 | 66.67% | +23.49% | +8.33% | -16.67% | -3.94% | 29:27 | 20:37 | 25:05 | 28:29 | 31:26 | 47:08 | 06:21 | 04:42 |
 | Armlet of Mordiggian | 9 | 5.00% | 89.6 | 88.89% | +41.52% | +11.11% | +11.11% | 0.00% | 10:04 | 08:10 | 08:49 | 09:54 | 11:16 | 11:50 | 02:27 | 01:48 |
 | Ring of Health | 17 | 9.44% | 88.3 | 76.47% | +29.84% | -1.47% | -26.47% | -0.76% | 31:16 | 02:11 | 09:56 | 34:39 | 42:42 | 55:54 | 32:46 | 24:16 |
 | Scythe of Vyse | 41 | 22.78% | 87.0 | 63.41% | +18.09% | -13.41% | +16.59% | 3.33% | 39:30 | 25:57 | 33:20 | 36:08 | 42:20 | 1:15:52 | 09:00 | 06:40 |
 | Aghanim's Scepter | 93 | 51.67% | 85.7 | 54.84% | +11.16% | +6.03% | -7.01% | -1.38% | 28:04 | 15:46 | 22:36 | 26:23 | 32:03 | 54:34 | 09:27 | 07:00 |
 | Boots of Speed | 180 | 100.00% | 84.4 | 49.44% | +49.44% | +10.56% | -13.88% | -12.43% | 04:39 | -01:29 | 03:41 | 04:42 | 05:39 | 09:42 | 01:58 | 01:27 |
 | Quelling Blade | 179 | 99.44% | 83.1 | 49.16% | -50.84% | +1.95% | +6.40% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | 01:41 | 00:00 | 00:00 |
 | Chainmail | 178 | 98.89% | 81.8 | 48.88% | -51.12% | +4.45% | -5.70% | -5.91% | 06:46 | 02:30 | 05:57 | 06:46 | 07:40 | 12:21 | 01:43 | 01:16 |
 | Phase Boots | 178 | 98.89% | 80.5 | 48.88% | -51.12% | +6.68% | -7.97% | -8.97% | 07:29 | 03:56 | 06:38 | 07:14 | 08:16 | 12:52 | 01:38 | 01:12 |
 | Aghanim's Shard | 143 | 79.44% | 79.2 | 49.65% | +1.00% | +3.13% | -5.21% | -1.08% | 20:58 | 15:00 | 15:55 | 19:16 | 23:40 | 49:58 | 07:45 | 05:44 |
 | Magic Wand | 139 | 77.22% | 77.9 | 49.64% | +0.86% | -1.07% | -3.93% | -0.99% | 08:20 | -01:29 | 06:40 | 08:00 | 09:34 | 27:03 | 02:54 | 02:08 |
 | Black King Bar | 141 | 78.33% | 76.6 | 48.94% | -2.34% | +11.06% | -6.08% | -2.29% | 20:55 | 12:25 | 15:59 | 18:40 | 23:29 | 53:34 | 07:30 | 05:33 |
 | Bracer | 144 | 80.00% | 75.3 | 48.61% | -4.17% | +4.17% | -6.94% | -6.80% | 02:37 | -00:24 | 01:35 | 01:54 | 03:13 | 12:41 | 01:38 | 01:12 |
 | Magic Stick | 143 | 79.44% | 74.0 | 48.25% | -5.80% | +7.31% | -6.58% | -3.10% | 06:17 | -01:29 | 03:34 | 06:46 | 08:03 | 17:37 | 04:29 | 03:19 |
 | Blade Mail | 90 | 50.00% | 72.7 | 50.00% | +1.11% | +6.52% | -9.09% | -7.81% | 12:16 | 09:17 | 11:10 | 12:12 | 13:10 | 16:27 | 02:00 | 01:28 |
 | Boots of Travel 2 | 9 | 5.00% | 71.4 | 77.78% | +29.83% | +22.22% | -27.78% | -3.79% | 59:06 | 44:33 | 49:36 | 56:41 | 1:02:48 | 1:27:26 | 13:12 | 09:46 |
 | Refresher Orb | 21 | 11.67% | 70.1 | 61.90% | +14.10% | +18.10% | -1.90% | -1.47% | 48:18 | 32:59 | 38:47 | 48:42 | 52:21 | 1:16:40 | 13:34 | 10:02 |
 | Blink Dagger | 19 | 10.56% | 68.8 | 63.16% | +15.33% | -3.16% | +16.84% | 1.69% | 41:51 | 22:00 | 31:57 | 39:42 | 43:49 | 1:07:12 | 11:52 | 08:47 |
 | Helm of Iron Will | 19 | 10.56% | 67.5 | 63.16% | +15.33% | +36.84% | -23.16% | -2.17% | 19:01 | 04:25 | 06:11 | 11:17 | 33:53 | 45:27 | 27:42 | 20:31 |
 | Bottle | 116 | 64.44% | 66.2 | 46.55% | -8.14% | +8.62% | +5.17% | -2.30% | 02:46 | 00:46 | 01:44 | 02:07 | 03:14 | 14:42 | 01:30 | 01:06 |
 | Shadow Blade | 31 | 17.22% | 64.9 | 48.39% | -1.27% | +26.61% | -10.89% | -3.37% | 27:20 | 11:55 | 20:50 | 24:20 | 31:58 | 55:50 | 11:08 | 08:14 |
 | Overwhelming Blink | 3 | 1.67% | 63.6 | 100.00% | +51.41% | 0.00% | 0.00% | 0.00% | 50:35 | 36:56 | 36:56 | 42:15 | 1:12:34 | 1:12:34 | 35:38 | 26:23 |
 | Crown | 3 | 1.67% | 62.3 | 100.00% | +51.41% | 0.00% | 0.00% | 0.00% | 19:18 | 05:05 | 05:05 | 17:25 | 35:23 | 35:23 | 30:18 | 22:26 |
 | Crystalys | 31 | 17.22% | 61.0 | 45.16% | -5.18% | +29.84% | -7.66% | -5.27% | 29:03 | 16:34 | 24:14 | 28:30 | 31:21 | 44:18 | 07:07 | 05:16 |
 | Silver Edge | 23 | 12.78% | 59.7 | 47.83% | -1.85% | +2.17% | +2.17% | 0.00% | 30:08 | 17:41 | 25:31 | 30:10 | 32:20 | 44:34 | 06:49 | 05:02 |
 | Shiva's Guard | 15 | 8.33% | 58.4 | 53.33% | +4.24% | -28.33% | -3.33% | 3.82% | 36:57 | 31:27 | 33:18 | 35:56 | 39:51 | 45:06 | 06:33 | 04:51 |
 | Orchid Malevolence | 11 | 6.11% | 57.1 | 54.55% | +5.44% | +45.45% | -21.22% | -9.24% | 18:19 | 12:14 | 13:52 | 15:23 | 21:05 | 27:15 | 07:13 | 05:20 |
 | Cornucopia | 15 | 8.33% | 55.8 | 46.67% | -3.03% | +28.33% | -21.67% | -2.80% | 41:06 | 12:05 | 31:04 | 42:41 | 48:54 | 1:15:55 | 17:50 | 13:12 |
 | Linken's Sphere | 9 | 5.00% | 54.5 | 55.56% | +6.44% | -55.56% | -5.56% | 7.04% | 37:43 | 27:43 | 31:04 | 34:47 | 38:10 | 56:00 | 07:06 | 05:15 |
 | Headdress | 2 | 1.11% | 53.2 | 100.00% | +51.12% | 0.00% | 0.00% | 0.00% | 24:59 | 15:40 | 15:40 | 34:18 | 34:18 | 34:18 | 18:38 | 13:48 |
 | Morbid Mask | 2 | 1.11% | 51.9 | 100.00% | +51.12% | 0.00% | 0.00% | 0.00% | 31:07 | 25:50 | 25:50 | 36:24 | 36:24 | 36:24 | 10:34 | 07:49 |
 | Satanic | 2 | 1.11% | 50.6 | 100.00% | +51.12% | 0.00% | 0.00% | 0.00% | 33:09 | 28:50 | 28:50 | 37:27 | 37:27 | 37:27 | 08:37 | 06:22 |
 | Pipe of Insight | 2 | 1.11% | 49.4 | 100.00% | +51.12% | 0.00% | 0.00% | 0.00% | 25:54 | 17:14 | 17:14 | 34:33 | 34:33 | 34:33 | 17:19 | 12:49 |
 | Solar Crest | 2 | 1.11% | 48.1 | 100.00% | +51.12% | 0.00% | 0.00% | 0.00% | 26:31 | 17:38 | 17:38 | 35:24 | 35:24 | 35:24 | 17:46 | 13:09 |
 | Moon Shard | 2 | 1.11% | 46.8 | 100.00% | +51.12% | 0.00% | 0.00% | 0.00% | 41:43 | 27:23 | 27:23 | 56:02 | 56:02 | 56:02 | 28:39 | 21:13 |
 | Medallion of Courage | 2 | 1.11% | 45.5 | 100.00% | +51.12% | 0.00% | 0.00% | 0.00% | 26:22 | 17:20 | 17:20 | 35:23 | 35:23 | 35:23 | 18:03 | 13:22 |
 | Sange | 24 | 13.33% | 44.2 | 33.33% | -18.59% | -16.66% | +16.67% | 3.10% | 23:09 | 10:53 | 16:28 | 22:17 | 27:14 | 36:59 | 10:46 | 07:58 |
 | Heaven's Halberd | 20 | 11.11% | 42.9 | 35.00% | -16.25% | -35.00% | +25.00% | 6.07% | 24:02 | 12:40 | 18:03 | 24:05 | 27:56 | 35:29 | 09:53 | 07:19 |
 | Radiance | 5 | 2.78% | 41.6 | 60.00% | +10.86% | +40.00% | +40.00% | 0.00% | 29:08 | 25:50 | 25:50 | 28:27 | 29:36 | 34:12 | 03:46 | 02:47 |
 | Wind Lace | 9 | 5.00% | 40.3 | 44.44% | -5.27% | -44.44% | +55.56% | 13.67% | 07:50 | 03:21 | 03:21 | 06:20 | 10:40 | 17:25 | 07:19 | 05:25 |
 | Crimson Guard | 3 | 1.67% | 39.0 | 66.67% | +17.52% | -66.67% | 0.00% | 0.00% | 13:28 | 13:11 | 13:11 | 13:17 | 13:57 | 13:57 | 00:46 | 00:34 |
 | Vanguard | 3 | 1.67% | 37.7 | 66.67% | +17.52% | +33.33% | 0.00% | 0.00% | 09:31 | 09:02 | 09:02 | 09:35 | 09:56 | 09:56 | 00:54 | 00:40 |
 | Blight Stone | 3 | 1.67% | 36.4 | 66.67% | +17.52% | +33.33% | 0.00% | 0.00% | 40:03 | 17:20 | 17:20 | 35:23 | 1:07:26 | 1:07:26 | 50:06 | 37:06 |
 | Echo Sabre | 1 | 0.56% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:58 | 10:58 | 10:58 | 10:58 | 10:58 | 10:58 | 00:00 | 00:00 |
 | Kaya | 1 | 0.56% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:56 | 37:56 | 37:56 | 37:56 | 37:56 | 37:56 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 0.56% | 32.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:56 | 37:56 | 37:56 | 37:56 | 37:56 | 37:56 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.56% | 31.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:27 | 32:27 | 32:27 | 32:27 | 32:27 | 32:27 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.56% | 29.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:13 | 52:13 | 52:13 | 52:13 | 52:13 | 52:13 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.56% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:58 | 1:01:58 | 1:01:58 | 1:01:58 | 1:01:58 | 1:01:58 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.56% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.56% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:41 | 08:41 | 08:41 | 08:41 | 08:41 | 08:41 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 0.56% | 24.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.56% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:18 | 14:18 | 14:18 | 14:18 | 14:18 | 14:18 | 00:00 | 00:00 |
 | Soul Ring | 1 | 0.56% | 22.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:15 | 25:15 | 25:15 | 25:15 | 25:15 | 25:15 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.56% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:13 | 44:13 | 44:13 | 44:13 | 44:13 | 44:13 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.56% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:33 | 04:33 | 04:33 | 04:33 | 04:33 | 04:33 | 00:00 | 00:00 |
 | Nullifier | 7 | 3.89% | 18.2 | 28.57% | -21.72% | -28.57% | +21.43% | 5.10% | 40:20 | 25:31 | 34:51 | 42:10 | 44:39 | 47:15 | 09:48 | 07:15 |
 | Urn of Shadows | 2 | 1.11% | 16.9 | 50.00% | +0.56% | +50.00% | 0.00% | 0.00% | 10:13 | 07:02 | 07:02 | 13:23 | 13:23 | 13:23 | 06:21 | 04:42 |
 | Desolator | 2 | 1.11% | 15.6 | 50.00% | +0.56% | +50.00% | 0.00% | 0.00% | 55:05 | 42:43 | 42:43 | 1:07:26 | 1:07:26 | 1:07:26 | 24:43 | 18:18 |
 | Spirit Vessel | 2 | 1.11% | 14.3 | 50.00% | +0.56% | +50.00% | 0.00% | 0.00% | 15:51 | 12:29 | 12:29 | 19:12 | 19:12 | 19:12 | 06:43 | 04:58 |
 | Bloodthorn | 3 | 1.67% | 13.0 | 33.33% | -16.39% | -33.33% | 0.00% | 0.00% | 33:07 | 28:07 | 28:07 | 30:34 | 40:39 | 40:39 | 12:32 | 09:17 |
 | Mage Slayer | 3 | 1.67% | 11.7 | 33.33% | -16.39% | -33.33% | 0.00% | 0.00% | 31:50 | 27:25 | 27:25 | 27:27 | 40:39 | 40:39 | 13:14 | 09:48 |
 | Divine Rapier | 1 | 0.56% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:37 | 41:37 | 41:37 | 41:37 | 41:37 | 41:37 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.56% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:56 | 37:56 | 37:56 | 37:56 | 37:56 | 37:56 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 0.56% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:01 | 59:01 | 59:01 | 59:01 | 59:01 | 59:01 | 00:00 | 00:00 |
 | Daedalus | 5 | 2.78% | 6.5 | 0.00% | -50.86% | 0.00% | 0.00% | 0.00% | 40:12 | 32:51 | 32:51 | 40:26 | 40:46 | 47:55 | 07:55 | 05:51 |
 | Fluffy Hat | 1 | 0.56% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.56% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 00:00 | 00:00 |
 | Yasha | 1 | 0.56% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:10 | 30:10 | 30:10 | 30:10 | 30:10 | 30:10 | 00:00 | 00:00 |
 | Force Staff | 1 | 0.56% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:12 | 32:12 | 32:12 | 32:12 | 32:12 | 32:12 | 00:00 | 00:00 |