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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 | |
 | Arcane Boots | 47 | 31.54% | 100.0 | 68.09% | +24.95% | +6.91% | -18.09% | -1.93% | 24:15 | 04:04 | 18:56 | 23:35 | 31:52 | 48:41 | 12:56 | 09:34 |
 | Void Stone | 62 | 41.61% | 98.2 | 58.06% | +12.08% | +10.69% | -24.73% | -2.96% | 31:49 | 19:08 | 25:01 | 30:54 | 36:58 | 54:01 | 11:57 | 08:51 |
 | Black King Bar | 95 | 63.76% | 96.4 | 54.74% | +10.30% | +24.43% | -21.41% | -7.09% | 28:24 | 19:08 | 24:27 | 27:18 | 30:55 | 48:27 | 06:28 | 04:47 |
 | Drum of Endurance | 38 | 25.50% | 94.5 | 60.53% | +12.78% | +9.47% | -27.20% | -5.06% | 22:22 | 15:56 | 18:50 | 20:41 | 26:05 | 35:14 | 07:15 | 05:22 |
 | Ring of Protection | 146 | 97.99% | 92.7 | 51.37% | +18.04% | +18.90% | -15.26% | -13.85% | 10:45 | -01:29 | 10:00 | 11:15 | 12:28 | 18:30 | 02:28 | 01:49 |
 | Aether Lens | 46 | 30.87% | 90.9 | 58.70% | +11.13% | +7.97% | -31.43% | -4.62% | 29:21 | 19:22 | 24:47 | 27:33 | 33:19 | 44:46 | 08:32 | 06:19 |
 | Helm of the Overlord | 140 | 93.96% | 89.1 | 51.43% | +6.99% | +17.14% | -17.14% | -12.17% | 17:11 | 13:02 | 15:36 | 17:12 | 18:25 | 23:17 | 02:49 | 02:05 |
 | Boots of Speed | 149 | 100.00% | 87.3 | 51.01% | +51.01% | +0.34% | +5.75% | 1.13% | 10:58 | 01:10 | 08:46 | 10:28 | 13:33 | 24:05 | 04:47 | 03:32 |
 | Buckler | 145 | 97.32% | 85.5 | 51.03% | +1.03% | +29.53% | -12.14% | -17.48% | 11:44 | 03:58 | 10:29 | 11:40 | 12:52 | 18:30 | 02:23 | 01:45 |
 | Ring of Basilius | 145 | 97.32% | 83.6 | 50.34% | -24.66% | +16.33% | -22.56% | -4.39% | 07:28 | -01:29 | 02:20 | 09:21 | 11:11 | 16:17 | 08:51 | 06:33 |
 | Morbid Mask | 143 | 95.97% | 81.8 | 50.35% | -16.32% | +16.32% | -11.46% | -10.55% | 13:48 | 05:59 | 12:28 | 13:36 | 15:06 | 20:25 | 02:38 | 01:57 |
 | Vladmir's Offering | 143 | 95.97% | 80.0 | 50.35% | -16.32% | +13.54% | -17.02% | -11.83% | 14:50 | 07:09 | 13:21 | 14:52 | 15:56 | 21:52 | 02:35 | 01:54 |
 | Helm of the Dominator | 144 | 96.64% | 78.2 | 50.00% | -30.00% | +13.89% | -2.78% | -9.01% | 09:25 | 06:30 | 08:20 | 09:20 | 10:11 | 15:13 | 01:51 | 01:22 |
 | Crown | 144 | 96.64% | 76.4 | 50.00% | -30.00% | +5.56% | -8.33% | -7.18% | 06:19 | 03:33 | 05:15 | 06:01 | 07:11 | 12:15 | 01:56 | 01:25 |
 | Helm of Iron Will | 144 | 96.64% | 74.5 | 50.00% | -30.00% | +11.11% | -11.11% | -16.46% | 04:28 | 01:31 | 03:34 | 04:06 | 04:55 | 11:33 | 01:21 | 01:00 |
 | Quelling Blade | 129 | 86.58% | 72.7 | 49.61% | -10.39% | +0.39% | +12.89% | 0.00% | -01:12 | -01:29 | -01:29 | -01:29 | -01:29 | 32:27 | 00:00 | 00:00 |
 | Magic Stick | 64 | 42.95% | 70.9 | 53.13% | +3.72% | -3.13% | +3.12% | 0.75% | 04:51 | -01:29 | -01:29 | 00:43 | 09:52 | 27:34 | 11:21 | 08:24 |
 | Wind Lace | 81 | 54.36% | 69.1 | 50.62% | -0.85% | -15.62% | -0.62% | 3.41% | 18:17 | 03:06 | 15:46 | 17:58 | 20:10 | 51:47 | 04:24 | 03:15 |
 | Boots of Travel | 9 | 6.04% | 67.3 | 77.78% | +28.49% | +22.22% | -27.78% | 0.00% | 44:19 | 34:05 | 38:03 | 42:38 | 45:53 | 1:03:30 | 07:50 | 05:48 |
 | Ring of Health | 27 | 18.12% | 65.5 | 59.26% | +10.08% | +12.17% | -16.40% | -1.63% | 30:44 | 07:49 | 20:25 | 33:41 | 37:57 | 54:48 | 17:32 | 12:59 |
 | Assault Cuirass | 13 | 8.72% | 63.6 | 69.23% | +19.97% | -2.56% | +30.77% | 0.00% | 34:05 | 26:27 | 29:00 | 32:49 | 37:56 | 49:53 | 08:56 | 06:37 |
 | Aghanim's Shard | 64 | 42.95% | 61.8 | 50.00% | -1.76% | +12.50% | 0.00% | -1.28% | 26:40 | 15:38 | 21:04 | 25:48 | 30:48 | 46:57 | 09:44 | 07:12 |
 | Lotus Orb | 4 | 2.68% | 60.0 | 100.00% | +50.34% | 0.00% | 0.00% | 0.00% | 35:45 | 27:54 | 27:54 | 33:42 | 38:46 | 42:38 | 10:52 | 08:02 |
 | Blink Dagger | 79 | 53.02% | 58.2 | 48.10% | -6.19% | +1.90% | -23.10% | -3.21% | 28:49 | 17:52 | 24:08 | 28:14 | 31:56 | 44:10 | 07:48 | 05:46 |
 | Octarine Core | 22 | 14.77% | 56.4 | 59.09% | +9.48% | -9.09% | +0.91% | 1.20% | 35:03 | 27:28 | 31:11 | 33:48 | 39:29 | 45:53 | 08:18 | 06:08 |
 | Magic Wand | 50 | 33.56% | 54.5 | 50.00% | -1.52% | -3.85% | +8.33% | 1.01% | 11:44 | -01:29 | 05:59 | 11:32 | 18:02 | 30:29 | 12:03 | 08:55 |
 | Boots of Bearing | 18 | 12.08% | 52.7 | 61.11% | +11.49% | +18.89% | -11.11% | -5.64% | 35:08 | 26:05 | 32:08 | 33:10 | 37:27 | 54:31 | 05:19 | 03:56 |
 | Headdress | 14 | 9.40% | 50.9 | 64.29% | +14.66% | +10.71% | -30.96% | 0.00% | 18:35 | 06:41 | 14:25 | 19:25 | 23:16 | 26:58 | 08:51 | 06:33 |
 | Boots of Travel 2 | 6 | 4.03% | 49.1 | 83.33% | +33.68% | +16.67% | +16.67% | 0.00% | 50:18 | 45:23 | 46:25 | 50:28 | 52:49 | 54:54 | 06:24 | 04:44 |
 | Tranquil Boots | 24 | 16.11% | 47.3 | 54.17% | +3.77% | -4.17% | -4.17% | 0.00% | 30:08 | 17:12 | 22:58 | 30:15 | 33:12 | 52:21 | 10:14 | 07:34 |
 | Fluffy Hat | 17 | 11.41% | 45.5 | 58.82% | +8.82% | +16.18% | -8.82% | -1.68% | 25:52 | 14:09 | 18:27 | 24:11 | 33:19 | 42:17 | 14:52 | 11:00 |
 | Force Staff | 15 | 10.07% | 43.6 | 60.00% | +10.00% | +15.00% | -10.00% | -2.26% | 29:19 | 19:44 | 22:14 | 26:50 | 33:19 | 53:43 | 11:05 | 08:12 |
 | Chainmail | 3 | 2.01% | 41.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 09:13 | 07:27 | 07:27 | 07:45 | 12:28 | 12:28 | 05:01 | 03:42 |
 | Bracer | 5 | 3.36% | 40.0 | 80.00% | +30.00% | -80.00% | +20.00% | 0.00% | 05:40 | 01:17 | 01:17 | 01:26 | 01:28 | 22:48 | 00:11 | 00:08 |
 | Pipe of Insight | 12 | 8.05% | 38.2 | 58.33% | +7.97% | +8.34% | -25.00% | 0.00% | 22:57 | 13:18 | 21:14 | 21:52 | 25:26 | 32:02 | 04:12 | 03:06 |
 | Hood of Defiance | 12 | 8.05% | 36.4 | 58.33% | +7.97% | +8.34% | -25.00% | 0.00% | 19:25 | 09:29 | 17:23 | 19:55 | 21:49 | 27:01 | 04:26 | 03:17 |
 | Scythe of Vyse | 9 | 6.04% | 34.5 | 55.56% | +4.85% | -5.56% | -5.56% | 0.00% | 43:33 | 35:17 | 36:11 | 44:27 | 48:26 | 50:17 | 12:15 | 09:04 |
 | Guardian Greaves | 2 | 1.34% | 32.7 | 100.00% | +49.66% | 0.00% | 0.00% | 0.00% | 14:17 | 13:41 | 13:41 | 14:53 | 14:53 | 14:53 | 01:12 | 00:53 |
 | Mekansm | 2 | 1.34% | 30.9 | 100.00% | +49.66% | 0.00% | 0.00% | 0.00% | 10:03 | 10:02 | 10:02 | 10:03 | 10:03 | 10:03 | 00:01 | 00:00 |
 | Sange | 5 | 3.36% | 29.1 | 60.00% | +9.31% | +40.00% | -60.00% | 0.00% | 31:34 | 24:43 | 24:43 | 30:34 | 33:11 | 41:05 | 08:28 | 06:16 |
 | Refresher Orb | 9 | 6.04% | 27.3 | 44.44% | -6.99% | -44.44% | +5.56% | 0.00% | 44:42 | 36:32 | 38:20 | 43:35 | 48:10 | 54:48 | 09:50 | 07:17 |
 | Heaven's Halberd | 3 | 2.01% | 25.5 | 66.67% | +15.99% | +33.33% | 0.00% | 0.00% | 34:42 | 30:56 | 30:56 | 32:05 | 41:05 | 41:05 | 10:09 | 07:31 |
 | Phase Boots | 1 | 0.67% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:03 | 13:03 | 13:03 | 13:03 | 13:03 | 13:03 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 0.67% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:49 | 42:49 | 42:49 | 42:49 | 42:49 | 42:49 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.67% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:56 | 10:56 | 10:56 | 10:56 | 10:56 | 10:56 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 0.67% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:01 | 27:01 | 27:01 | 27:01 | 27:01 | 27:01 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.67% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:46 | 06:46 | 06:46 | 06:46 | 06:46 | 06:46 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.67% | 14.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:10 | 24:10 | 24:10 | 24:10 | 24:10 | 24:10 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.67% | 12.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:28 | 42:28 | 42:28 | 42:28 | 42:28 | 42:28 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.67% | 10.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:06 | 37:06 | 37:06 | 37:06 | 37:06 | 37:06 | 00:00 | 00:00 |
 | Glimmer Cape | 2 | 1.34% | 9.1 | 50.00% | -1.02% | -50.00% | 0.00% | 0.00% | 38:02 | 36:20 | 36:20 | 39:44 | 39:44 | 39:44 | 03:24 | 02:31 |
 | Blight Stone | 2 | 1.34% | 7.3 | 50.00% | -1.02% | +50.00% | 0.00% | 0.00% | 22:30 | -01:29 | -01:29 | 46:28 | 46:28 | 46:28 | 47:57 | 35:31 |
 | Aeon Disk | 3 | 2.01% | 5.5 | 33.33% | -18.04% | +66.67% | 0.00% | 0.00% | 44:47 | 40:58 | 40:58 | 43:46 | 49:36 | 49:36 | 08:38 | 06:23 |
 | Desolator | 1 | 0.67% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:28 | 46:28 | 46:28 | 46:28 | 46:28 | 46:28 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.67% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:48 | 27:48 | 27:48 | 27:48 | 27:48 | 27:48 | 00:00 | 00:00 |