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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 | |
 | Black King Bar | 73 | 65.77% | 100.0 | 69.86% | +30.39% | -3.19% | -8.75% | -1.01% | 27:33 | 20:06 | 24:21 | 26:58 | 29:50 | 38:51 | 05:29 | 04:03 |
 | Helm of the Overlord | 93 | 83.78% | 98.0 | 63.44% | +24.55% | +19.17% | -15.61% | -15.23% | 17:37 | 13:52 | 16:25 | 17:16 | 18:42 | 22:59 | 02:17 | 01:41 |
 | Crown | 103 | 92.79% | 96.0 | 62.14% | +37.14% | -4.45% | -4.45% | 0.00% | 05:55 | 02:54 | 04:51 | 05:30 | 06:22 | 12:32 | 01:31 | 01:07 |
 | Helm of the Dominator | 103 | 92.79% | 94.0 | 62.14% | +37.14% | +3.24% | -4.45% | -4.48% | 09:04 | 05:31 | 08:01 | 08:51 | 09:44 | 13:36 | 01:43 | 01:16 |
 | Helm of Iron Will | 104 | 93.69% | 92.0 | 61.54% | +32.97% | 0.00% | -7.69% | -5.92% | 03:43 | 01:47 | 02:44 | 03:19 | 04:02 | 10:11 | 01:18 | 00:57 |
 | Buckler | 110 | 99.10% | 90.0 | 60.00% | +60.00% | -10.00% | +6.67% | 6.85% | 11:25 | 02:48 | 10:13 | 11:25 | 12:39 | 18:37 | 02:26 | 01:48 |
 | Ring of Protection | 110 | 99.10% | 88.0 | 60.00% | +60.00% | -20.71% | +2.96% | 8.66% | 09:39 | -01:29 | 09:27 | 11:00 | 12:11 | 18:37 | 02:44 | 02:01 |
 | Morbid Mask | 110 | 99.10% | 86.0 | 60.00% | +60.00% | +0.71% | -11.85% | -4.77% | 13:50 | 05:48 | 12:29 | 13:48 | 15:07 | 18:37 | 02:38 | 01:57 |
 | Vladmir's Offering | 110 | 99.10% | 84.0 | 60.00% | +60.00% | +7.86% | -8.15% | -6.20% | 15:00 | 06:51 | 13:34 | 15:02 | 16:09 | 20:48 | 02:35 | 01:54 |
 | Ring of Basilius | 110 | 99.10% | 82.0 | 60.00% | +60.00% | -2.86% | +10.37% | 2.94% | 08:52 | 00:24 | 06:52 | 09:51 | 11:22 | 15:04 | 04:30 | 03:20 |
 | Quelling Blade | 85 | 76.58% | 80.0 | 61.18% | +7.33% | -4.04% | -4.04% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 110 | 99.10% | 78.0 | 59.09% | -40.91% | -5.52% | -18.35% | -4.58% | 09:59 | -01:29 | 08:25 | 10:05 | 11:13 | 27:02 | 02:48 | 02:04 |
 | Magic Wand | 50 | 45.05% | 76.0 | 62.00% | +4.62% | -8.15% | +13.00% | 2.00% | 06:06 | -01:30 | -01:29 | 03:05 | 12:05 | 25:10 | 13:34 | 10:02 |
 | Drum of Endurance | 30 | 27.03% | 74.0 | 66.67% | +9.88% | -16.67% | -9.53% | 0.86% | 22:39 | 11:24 | 18:15 | 20:59 | 26:36 | 33:18 | 08:21 | 06:11 |
 | Aghanim's Shard | 84 | 75.68% | 72.0 | 58.33% | -4.63% | +22.62% | +8.34% | -2.18% | 23:59 | 15:49 | 19:57 | 22:24 | 26:30 | 46:13 | 06:33 | 04:51 |
 | Wind Lace | 52 | 46.85% | 70.0 | 61.54% | +3.91% | -7.69% | 0.00% | 1.51% | 18:48 | -01:29 | 16:53 | 18:22 | 21:59 | 42:55 | 05:06 | 03:46 |
 | Blink Dagger | 64 | 57.66% | 68.0 | 59.38% | -0.19% | +9.37% | -3.13% | -2.16% | 28:57 | 17:45 | 25:26 | 27:55 | 31:13 | 51:36 | 05:47 | 04:17 |
 | Magic Stick | 40 | 36.04% | 66.0 | 55.00% | -6.97% | +5.00% | +15.00% | 1.43% | 04:33 | -01:29 | -01:29 | 01:56 | 08:28 | 25:10 | 09:57 | 07:22 |
 | Void Stone | 21 | 18.92% | 64.0 | 61.90% | +3.01% | +18.10% | -21.90% | -4.96% | 37:44 | 26:25 | 31:56 | 37:33 | 40:00 | 54:14 | 08:04 | 05:58 |
 | Ring of Health | 16 | 14.41% | 62.0 | 62.50% | +3.55% | +12.50% | -12.50% | -2.98% | 34:52 | 18:28 | 31:37 | 34:59 | 40:00 | 48:21 | 08:23 | 06:12 |
 | Assault Cuirass | 6 | 5.41% | 60.0 | 83.33% | +25.23% | +16.67% | +16.67% | 0.00% | 37:46 | 29:23 | 34:43 | 35:02 | 38:25 | 52:37 | 03:42 | 02:44 |
 | Aether Lens | 8 | 7.21% | 58.0 | 75.00% | +16.75% | +25.00% | +25.00% | 0.00% | 36:12 | 26:36 | 28:32 | 32:30 | 38:26 | 54:14 | 09:54 | 07:20 |
 | Tranquil Boots | 9 | 8.11% | 56.0 | 66.67% | +7.85% | +33.33% | +33.33% | 0.00% | 29:14 | 20:39 | 22:15 | 30:39 | 34:11 | 35:47 | 11:56 | 08:50 |
 | Headdress | 3 | 2.70% | 54.0 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 26:32 | 24:05 | 24:05 | 24:19 | 31:13 | 31:13 | 07:08 | 05:17 |
 | Hood of Defiance | 3 | 2.70% | 52.0 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 25:44 | 21:35 | 21:35 | 24:00 | 31:37 | 31:37 | 10:02 | 07:25 |
 | Octarine Core | 6 | 5.41% | 50.0 | 66.67% | +7.62% | -16.67% | +33.33% | 0.00% | 45:08 | 38:13 | 39:23 | 41:55 | 51:51 | 55:07 | 12:28 | 09:14 |
 | Arcane Boots | 9 | 8.11% | 48.0 | 55.56% | -4.24% | -5.56% | +44.44% | 4.17% | 35:31 | 24:00 | 26:22 | 36:12 | 38:22 | 54:58 | 12:00 | 08:53 |
 | Wraith Pact | 15 | 13.51% | 46.0 | 46.67% | -14.79% | -21.67% | +28.33% | 21.28% | 20:04 | 13:39 | 18:01 | 18:47 | 20:22 | 38:22 | 02:21 | 01:44 |
 | Pipe of Insight | 2 | 1.80% | 44.0 | 100.00% | +41.28% | 0.00% | 0.00% | 0.00% | 27:55 | 26:34 | 26:34 | 29:15 | 29:15 | 29:15 | 02:41 | 01:59 |
 | Boots of Bearing | 7 | 6.31% | 42.0 | 57.14% | -2.48% | -7.14% | +42.86% | 10.00% | 31:27 | 22:22 | 29:11 | 33:42 | 34:11 | 35:47 | 05:00 | 03:42 |
 | Refresher Orb | 5 | 4.50% | 40.0 | 60.00% | +0.57% | +40.00% | -60.00% | 0.00% | 45:20 | 35:00 | 35:00 | 40:53 | 48:32 | 1:01:57 | 13:32 | 10:01 |
 | Scythe of Vyse | 4 | 3.60% | 38.0 | 50.00% | -9.81% | +50.00% | -50.00% | 0.00% | 44:33 | 37:43 | 37:43 | 42:45 | 48:49 | 48:55 | 11:06 | 08:13 |
 | Sange | 1 | 0.90% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 00:00 | 00:00 |
 | Bracer | 1 | 0.90% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:26 | 02:26 | 02:26 | 02:26 | 02:26 | 02:26 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.90% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:44 | 35:44 | 35:44 | 35:44 | 35:44 | 35:44 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 0.90% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:18 | 1:03:18 | 1:03:18 | 1:03:18 | 1:03:18 | 1:03:18 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.90% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:03 | 59:03 | 59:03 | 59:03 | 59:03 | 59:03 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.90% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:50 | 50:50 | 50:50 | 50:50 | 50:50 | 50:50 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 1.80% | 24.0 | 50.00% | -9.63% | +50.00% | 0.00% | 0.00% | 29:36 | 17:31 | 17:31 | 41:41 | 41:41 | 41:41 | 24:10 | 17:54 |
 | Lotus Orb | 3 | 2.70% | 22.0 | 33.33% | -26.86% | -33.33% | 0.00% | 0.00% | 35:32 | 32:29 | 32:29 | 36:10 | 37:56 | 37:56 | 05:27 | 04:02 |
 | Chainmail | 3 | 2.70% | 20.0 | 33.33% | -26.86% | -33.33% | 0.00% | 0.00% | 17:06 | 05:24 | 05:24 | 20:06 | 25:48 | 25:48 | 20:24 | 15:06 |
 | Phase Boots | 3 | 2.70% | 18.0 | 33.33% | -26.86% | -33.33% | 0.00% | 0.00% | 18:18 | 06:00 | 06:00 | 23:07 | 25:48 | 25:48 | 19:48 | 14:40 |
 | Linken's Sphere | 3 | 2.70% | 16.0 | 33.33% | -26.86% | +66.67% | 0.00% | 0.00% | 41:47 | 39:06 | 39:06 | 40:06 | 46:09 | 46:09 | 07:03 | 05:13 |
 | Force Staff | 5 | 4.50% | 14.0 | 20.00% | -41.32% | -20.00% | -20.00% | 0.00% | 40:03 | 27:39 | 27:39 | 39:44 | 44:19 | 51:08 | 16:40 | 12:20 |
 | Fluffy Hat | 5 | 4.50% | 12.0 | 20.00% | -41.32% | -20.00% | -20.00% | 0.00% | 40:03 | 27:39 | 27:39 | 39:44 | 44:19 | 51:08 | 16:40 | 12:20 |
 | Crimson Guard | 1 | 0.90% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:34 | 18:34 | 18:34 | 18:34 | 18:34 | 18:34 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.90% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.90% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:30 | 38:30 | 38:30 | 38:30 | 38:30 | 38:30 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.90% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:31 | 53:31 | 53:31 | 53:31 | 53:31 | 53:31 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.90% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:34 | 18:34 | 18:34 | 18:34 | 18:34 | 18:34 | 00:00 | 00:00 |