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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 | |
 | Wraith Pact | 11 | 7.43% | 100.0 | 100.00% | +48.18% | 0.00% | 0.00% | 0.00% | 30:06 | 15:43 | 20:19 | 25:21 | 36:38 | 49:30 | 16:19 | 12:05 |
 | Aeon Disk | 10 | 6.76% | 98.5 | 100.00% | +47.83% | 0.00% | 0.00% | 0.00% | 39:28 | 21:01 | 31:15 | 39:53 | 48:07 | 54:01 | 16:52 | 12:29 |
 | Buckler | 23 | 15.54% | 97.0 | 86.96% | +37.36% | +13.04% | -3.63% | -0.97% | 23:38 | 07:25 | 12:22 | 21:21 | 29:36 | 53:39 | 17:14 | 12:45 |
 | Morbid Mask | 14 | 9.46% | 95.5 | 92.86% | +41.37% | +7.14% | +7.14% | 0.00% | 25:42 | 10:43 | 14:10 | 15:29 | 39:23 | 53:39 | 25:13 | 18:40 |
 | Vladmir's Offering | 14 | 9.46% | 94.0 | 92.86% | +41.37% | +7.14% | +7.14% | 0.00% | 27:31 | 12:38 | 16:18 | 18:58 | 39:58 | 53:39 | 23:40 | 17:31 |
 | Blink Dagger | 12 | 8.11% | 92.5 | 91.67% | +39.46% | +8.33% | -25.00% | -5.05% | 33:08 | 19:21 | 28:45 | 31:09 | 35:21 | 56:02 | 06:36 | 04:53 |
 | Arcane Boots | 52 | 35.14% | 91.0 | 73.08% | +27.25% | -3.85% | -3.85% | 0.00% | 18:55 | 04:55 | 10:45 | 17:52 | 25:44 | 40:42 | 14:59 | 11:05 |
 | Ring of Basilius | 18 | 12.16% | 89.6 | 83.33% | +31.79% | -23.33% | -8.33% | 0.70% | 19:36 | 03:32 | 09:09 | 10:32 | 30:30 | 53:39 | 21:21 | 15:48 |
 | Crown | 37 | 25.00% | 88.1 | 70.27% | +19.82% | -25.83% | +7.51% | 3.33% | 23:18 | -01:29 | 18:10 | 24:33 | 28:10 | 39:23 | 10:00 | 07:24 |
 | Headdress | 21 | 14.19% | 86.6 | 76.19% | +24.22% | +23.81% | -36.19% | -5.45% | 20:34 | -01:29 | 13:17 | 20:34 | 24:18 | 52:13 | 11:01 | 08:09 |
 | Magic Wand | 110 | 74.32% | 85.1 | 60.91% | +21.44% | -7.34% | +9.46% | 2.94% | 09:36 | 02:05 | 06:27 | 09:11 | 12:10 | 25:01 | 05:43 | 04:14 |
 | Mekansm | 15 | 10.14% | 83.6 | 80.00% | +27.37% | +20.00% | -5.00% | -4.87% | 21:04 | 15:09 | 17:15 | 21:45 | 22:23 | 32:50 | 05:08 | 03:48 |
 | Ring of Protection | 108 | 72.97% | 82.1 | 60.19% | +17.69% | +2.77% | +2.77% | 0.00% | 06:18 | -01:29 | 02:30 | 04:42 | 08:29 | 47:23 | 05:59 | 04:25 |
 | Magic Stick | 134 | 90.54% | 80.6 | 58.21% | +29.64% | -2.33% | +5.43% | 1.26% | 04:17 | -01:29 | -01:29 | 02:41 | 07:39 | 22:56 | 09:08 | 06:45 |
 | Helm of the Dominator | 14 | 9.46% | 79.1 | 78.57% | +25.58% | -3.57% | +21.43% | 3.22% | 29:16 | 22:20 | 25:01 | 27:43 | 32:47 | 41:01 | 07:46 | 05:45 |
 | Boots of Speed | 148 | 100.00% | 77.6 | 55.41% | +55.41% | -14.87% | -4.06% | 3.07% | 06:15 | -01:29 | 04:27 | 06:25 | 07:58 | 21:16 | 03:31 | 02:36 |
 | Void Stone | 80 | 54.05% | 76.1 | 58.75% | +7.28% | +1.25% | +6.25% | 0.46% | 21:29 | 06:14 | 14:37 | 20:25 | 25:33 | 49:45 | 10:56 | 08:05 |
 | Ring of Health | 34 | 22.97% | 74.6 | 64.71% | +12.08% | +13.07% | -2.21% | -1.53% | 28:36 | 12:09 | 23:59 | 26:11 | 33:59 | 54:21 | 10:00 | 07:24 |
 | Lotus Orb | 25 | 16.89% | 73.1 | 68.00% | +15.15% | +15.33% | +15.33% | 0.00% | 30:57 | 19:49 | 25:34 | 29:51 | 36:28 | 44:48 | 10:54 | 08:04 |
 | Chainmail | 38 | 25.68% | 71.6 | 63.16% | +10.43% | +6.84% | -18.72% | -2.61% | 21:26 | 09:04 | 16:22 | 20:58 | 26:09 | 39:46 | 09:47 | 07:14 |
 | Guardian Greaves | 8 | 5.41% | 70.1 | 87.50% | +33.93% | -37.50% | +12.50% | 0.00% | 29:20 | 20:16 | 21:34 | 29:15 | 31:38 | 37:57 | 10:04 | 07:27 |
 | Urn of Shadows | 97 | 65.54% | 68.7 | 55.67% | +0.77% | +19.33% | -14.00% | -7.81% | 07:22 | 02:09 | 05:11 | 07:01 | 09:27 | 15:33 | 04:16 | 03:09 |
 | Helm of Iron Will | 17 | 11.49% | 67.2 | 70.59% | +17.15% | +4.41% | +4.41% | 0.00% | 30:02 | 20:52 | 22:28 | 27:38 | 34:15 | 52:35 | 11:47 | 08:43 |
 | Wraith Band | 38 | 25.68% | 65.7 | 60.53% | +6.89% | +29.47% | -27.20% | -56.67% | 01:21 | -01:29 | -01:29 | -01:29 | 02:23 | 27:25 | 03:52 | 02:51 |
 | Eul's Scepter of Divinity | 54 | 36.49% | 64.2 | 57.41% | +3.15% | +6.88% | +4.13% | -0.48% | 22:22 | 16:11 | 18:52 | 21:19 | 24:33 | 34:21 | 05:41 | 04:12 |
 | Wind Lace | 87 | 58.78% | 62.7 | 52.87% | -6.15% | -21.05% | -2.87% | 1.68% | 16:34 | -01:29 | 10:50 | 15:56 | 21:41 | 34:03 | 10:51 | 08:02 |
 | Solar Crest | 20 | 13.51% | 61.2 | 65.00% | +11.09% | -25.00% | -25.00% | 0.00% | 25:53 | 15:31 | 20:45 | 25:36 | 28:10 | 35:24 | 07:25 | 05:29 |
 | Spirit Vessel | 60 | 40.54% | 59.7 | 51.67% | -6.28% | +28.33% | -11.67% | -9.16% | 18:24 | 12:03 | 15:47 | 17:37 | 20:09 | 36:55 | 04:22 | 03:14 |
 | Force Staff | 40 | 27.03% | 58.2 | 52.50% | -3.98% | -2.50% | +7.50% | 1.11% | 27:55 | 16:57 | 22:41 | 28:07 | 31:40 | 41:24 | 08:59 | 06:39 |
 | Blight Stone | 27 | 18.24% | 56.7 | 55.56% | +0.19% | -12.70% | +1.58% | 1.11% | 18:58 | -01:29 | 13:46 | 20:58 | 26:35 | 39:46 | 12:49 | 09:29 |
 | Fluffy Hat | 46 | 31.08% | 55.2 | 50.00% | -7.84% | -8.33% | +22.73% | 2.92% | 23:29 | 07:29 | 18:43 | 23:25 | 29:21 | 41:21 | 10:38 | 07:52 |
 | Medallion of Courage | 25 | 16.89% | 53.7 | 56.00% | +0.72% | -6.00% | -22.67% | -2.02% | 23:12 | 09:31 | 19:54 | 22:08 | 28:10 | 39:46 | 08:16 | 06:07 |
 | Aghanim's Scepter | 13 | 8.78% | 52.2 | 61.54% | +6.73% | +38.46% | -28.21% | -3.65% | 29:57 | 16:51 | 19:54 | 29:31 | 38:11 | 47:18 | 18:17 | 13:32 |
 | Tranquil Boots | 16 | 10.81% | 50.7 | 56.25% | +0.95% | -6.25% | -31.25% | -2.85% | 21:44 | 06:27 | 16:57 | 21:40 | 25:44 | 35:04 | 08:47 | 06:30 |
 | Scythe of Vyse | 3 | 2.03% | 49.3 | 100.00% | +45.52% | 0.00% | 0.00% | 0.00% | 46:56 | 37:29 | 37:29 | 44:22 | 58:58 | 58:58 | 21:29 | 15:54 |
 | Ethereal Blade | 3 | 2.03% | 47.8 | 100.00% | +45.52% | 0.00% | 0.00% | 0.00% | 41:31 | 27:13 | 27:13 | 45:09 | 52:10 | 52:10 | 24:57 | 18:28 |
 | Kaya | 5 | 3.38% | 46.3 | 80.00% | +25.45% | +20.00% | +20.00% | 0.00% | 38:28 | 21:41 | 21:41 | 44:23 | 51:38 | 52:08 | 29:57 | 22:11 |
 | Ghost Scepter | 10 | 6.76% | 44.8 | 60.00% | +4.93% | +6.67% | -10.00% | 0.00% | 33:02 | 22:46 | 27:08 | 31:26 | 37:08 | 52:10 | 10:00 | 07:24 |
 | Hood of Defiance | 6 | 4.05% | 43.3 | 66.67% | +11.74% | -16.67% | -66.67% | 0.00% | 27:38 | 13:01 | 24:04 | 24:33 | 28:33 | 50:41 | 04:29 | 03:19 |
 | Drum of Endurance | 9 | 6.08% | 41.8 | 55.56% | +0.16% | -5.56% | -5.56% | 0.00% | 24:10 | 16:08 | 17:44 | 23:38 | 24:47 | 34:45 | 07:03 | 05:13 |
 | Dragon Lance | 2 | 1.35% | 40.3 | 100.00% | +45.21% | 0.00% | 0.00% | 0.00% | 35:14 | 23:14 | 23:14 | 47:13 | 47:13 | 47:13 | 23:59 | 17:45 |
 | Wind Waker | 2 | 1.35% | 38.8 | 100.00% | +45.21% | 0.00% | 0.00% | 0.00% | 35:59 | 30:23 | 30:23 | 41:35 | 41:35 | 41:35 | 11:12 | 08:17 |
 | Bottle | 2 | 1.35% | 37.3 | 100.00% | +45.21% | 0.00% | 0.00% | 0.00% | 24:04 | 01:39 | 01:39 | 46:28 | 46:28 | 46:28 | 44:49 | 33:11 |
 | Bracer | 5 | 3.38% | 35.8 | 60.00% | +4.76% | -60.00% | +40.00% | 0.00% | 12:37 | 07:37 | 07:37 | 08:50 | 13:58 | 24:26 | 06:21 | 04:42 |
 | Pipe of Insight | 5 | 3.38% | 34.3 | 60.00% | +4.76% | +40.00% | -60.00% | 0.00% | 32:52 | 18:05 | 18:05 | 32:18 | 33:07 | 52:15 | 15:02 | 11:08 |
 | Linken's Sphere | 6 | 4.05% | 32.8 | 50.00% | -5.63% | +50.00% | -50.00% | 0.00% | 39:18 | 22:23 | 30:36 | 32:29 | 50:45 | 54:29 | 20:09 | 14:55 |
 | Veil of Discord | 3 | 2.03% | 31.3 | 66.67% | +11.50% | -66.67% | 0.00% | 0.00% | 14:29 | 13:42 | 13:42 | 14:35 | 15:10 | 15:10 | 01:28 | 01:05 |
 | Hurricane Pike | 1 | 0.68% | 29.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.68% | 28.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:48 | 43:48 | 43:48 | 43:48 | 43:48 | 43:48 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.68% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:08 | 39:08 | 39:08 | 39:08 | 39:08 | 39:08 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.68% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:48 | 43:48 | 43:48 | 43:48 | 43:48 | 43:48 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.68% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:51 | 36:51 | 36:51 | 36:51 | 36:51 | 36:51 | 00:00 | 00:00 |
 | Diffusal Blade | 6 | 4.05% | 22.4 | 33.33% | -23.01% | +16.67% | -33.33% | 0.00% | 22:32 | 18:30 | 20:07 | 22:33 | 24:52 | 25:30 | 04:45 | 03:31 |
 | Heaven's Halberd | 2 | 1.35% | 20.9 | 50.00% | -5.48% | +50.00% | 0.00% | 0.00% | 37:01 | 28:48 | 28:48 | 45:14 | 45:14 | 45:14 | 16:26 | 12:10 |
 | Sange | 2 | 1.35% | 19.4 | 50.00% | -5.48% | +50.00% | 0.00% | 0.00% | 34:47 | 24:43 | 24:43 | 44:50 | 44:50 | 44:50 | 20:07 | 14:54 |
 | Nullifier | 2 | 1.35% | 17.9 | 50.00% | -5.48% | -50.00% | 0.00% | 0.00% | 43:11 | 33:28 | 33:28 | 52:53 | 52:53 | 52:53 | 19:25 | 14:22 |
 | Vanguard | 2 | 1.35% | 16.4 | 50.00% | -5.48% | +50.00% | 0.00% | 0.00% | 30:32 | 19:23 | 19:23 | 41:41 | 41:41 | 41:41 | 22:18 | 16:31 |
 | Orchid Malevolence | 2 | 1.35% | 14.9 | 50.00% | -5.48% | -50.00% | 0.00% | 0.00% | 42:28 | 42:10 | 42:10 | 42:45 | 42:45 | 42:45 | 00:35 | 00:25 |
 | Mage Slayer | 2 | 1.35% | 13.4 | 50.00% | -5.48% | +50.00% | 0.00% | 0.00% | 35:48 | 26:41 | 26:41 | 44:55 | 44:55 | 44:55 | 18:14 | 13:30 |
 | Quelling Blade | 2 | 1.35% | 11.9 | 50.00% | -5.48% | +50.00% | 0.00% | 0.00% | 11:22 | 11:17 | 11:17 | 11:27 | 11:27 | 11:27 | 00:10 | 00:07 |
 | Boots of Bearing | 2 | 1.35% | 10.4 | 50.00% | -5.48% | +50.00% | 0.00% | 0.00% | 29:28 | 25:59 | 25:59 | 32:56 | 32:56 | 32:56 | 06:57 | 05:08 |
 | Power Treads | 4 | 2.70% | 9.0 | 25.00% | -31.25% | +75.00% | -25.00% | 0.00% | 18:09 | 09:19 | 09:19 | 14:10 | 22:45 | 26:20 | 13:26 | 09:57 |
 | Crimson Guard | 1 | 0.68% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:34 | 42:34 | 42:34 | 42:34 | 42:34 | 42:34 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.68% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.68% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:07 | 45:07 | 45:07 | 45:07 | 45:07 | 45:07 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 0.68% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:13 | 56:13 | 56:13 | 56:13 | 56:13 | 56:13 | 00:00 | 00:00 |
 | Phase Boots | 1 | 0.68% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:10 | 45:10 | 45:10 | 45:10 | 45:10 | 45:10 | 00:00 | 00:00 |