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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 | |
 | Ring of Basilius | 13 | 10.92% | 100.0 | 92.31% | +34.76% | +7.69% | +7.69% | 0.00% | 26:44 | 12:20 | 19:06 | 25:20 | 29:52 | 49:52 | 10:46 | 07:58 |
 | Tranquil Boots | 15 | 12.61% | 98.6 | 86.67% | +28.98% | -11.67% | +13.33% | 3.05% | 25:21 | 09:42 | 19:13 | 25:33 | 27:24 | 38:42 | 08:11 | 06:03 |
 | Buckler | 49 | 41.18% | 97.1 | 73.47% | +20.61% | +1.53% | +1.53% | 0.00% | 25:00 | 09:03 | 19:46 | 24:31 | 27:45 | 49:52 | 07:59 | 05:54 |
 | Morbid Mask | 11 | 9.24% | 95.7 | 90.91% | +32.58% | +9.09% | +9.09% | 0.00% | 32:24 | 21:14 | 25:20 | 29:52 | 33:57 | 50:15 | 08:37 | 06:22 |
 | Vladmir's Offering | 11 | 9.24% | 94.2 | 90.91% | +32.58% | +9.09% | +9.09% | 0.00% | 30:52 | 21:31 | 26:19 | 28:39 | 32:11 | 49:52 | 05:52 | 04:20 |
 | Force Staff | 66 | 55.46% | 92.8 | 69.70% | +18.76% | +24.42% | -7.20% | -2.50% | 28:28 | 13:55 | 21:17 | 28:25 | 33:56 | 50:50 | 12:39 | 09:22 |
 | Ring of Protection | 69 | 57.98% | 91.3 | 68.12% | +16.12% | -15.18% | +2.47% | 0.95% | 17:21 | -01:29 | 07:10 | 17:34 | 25:45 | 49:52 | 18:35 | 13:45 |
 | Fluffy Hat | 78 | 65.55% | 89.9 | 66.67% | +15.45% | +8.33% | -3.51% | -0.82% | 22:12 | 03:02 | 14:13 | 21:28 | 28:39 | 46:14 | 14:26 | 10:41 |
 | Boots of Bearing | 13 | 10.92% | 88.4 | 84.62% | +26.13% | +15.38% | -17.95% | -2.78% | 32:43 | 23:17 | 26:21 | 35:21 | 38:20 | 40:14 | 11:59 | 08:52 |
 | Magic Wand | 108 | 90.76% | 87.0 | 62.96% | +17.51% | +11.11% | -11.11% | -3.74% | 08:50 | 01:51 | 05:33 | 09:05 | 11:29 | 20:44 | 05:56 | 04:23 |
 | Headdress | 52 | 43.70% | 85.5 | 67.31% | +10.59% | -13.46% | +9.61% | 4.89% | 15:46 | 00:58 | 12:47 | 14:45 | 17:30 | 40:25 | 04:43 | 03:29 |
 | Magic Stick | 116 | 97.48% | 84.1 | 62.07% | +28.74% | +3.45% | -3.45% | -0.97% | 04:23 | -01:30 | 01:23 | 03:50 | 08:28 | 15:45 | 07:05 | 05:14 |
 | Boots of Speed | 119 | 100.00% | 82.6 | 61.34% | +61.34% | -1.34% | -8.01% | -1.77% | 06:30 | -01:29 | 04:27 | 06:40 | 08:13 | 17:57 | 03:46 | 02:47 |
 | Wraith Band | 26 | 21.85% | 81.2 | 73.08% | +15.02% | +12.63% | -23.08% | -2.77% | 10:54 | -01:29 | 02:21 | 05:14 | 15:15 | 56:44 | 12:54 | 09:33 |
 | Sange | 9 | 7.56% | 79.7 | 88.89% | +29.80% | +11.11% | -38.89% | -5.95% | 30:26 | 22:38 | 27:09 | 29:06 | 35:33 | 36:32 | 08:24 | 06:13 |
 | Heaven's Halberd | 9 | 7.56% | 78.3 | 88.89% | +29.80% | +11.11% | -38.89% | -4.80% | 35:16 | 26:33 | 28:24 | 35:02 | 38:49 | 43:50 | 10:25 | 07:42 |
 | Wind Lace | 48 | 40.34% | 76.8 | 64.58% | +5.43% | +18.75% | -6.25% | -2.42% | 17:11 | -01:29 | 11:37 | 14:57 | 21:58 | 40:08 | 10:21 | 07:40 |
 | Chainmail | 52 | 43.70% | 75.4 | 63.46% | +3.76% | -17.31% | +13.46% | 6.17% | 18:23 | 10:55 | 14:34 | 17:03 | 19:33 | 37:50 | 04:59 | 03:41 |
 | Mekansm | 45 | 37.82% | 73.9 | 64.44% | +4.98% | -9.89% | -9.89% | 0.00% | 18:59 | 11:32 | 16:03 | 18:23 | 20:44 | 40:25 | 04:41 | 03:28 |
 | Arcane Boots | 83 | 69.75% | 72.5 | 59.04% | -7.63% | -1.90% | +2.86% | 0.86% | 14:21 | 06:55 | 10:43 | 12:46 | 16:14 | 35:28 | 05:31 | 04:05 |
 | Guardian Greaves | 34 | 28.57% | 71.0 | 64.71% | +4.71% | +13.07% | -14.71% | -5.38% | 27:22 | 18:38 | 23:44 | 25:35 | 28:54 | 43:40 | 05:10 | 03:49 |
 | Wraith Pact | 8 | 6.72% | 69.6 | 87.50% | +28.04% | +12.50% | +12.50% | 0.00% | 35:18 | 30:42 | 31:52 | 34:50 | 37:44 | 39:24 | 05:52 | 04:20 |
 | Void Stone | 33 | 27.73% | 68.1 | 63.64% | +3.17% | -1.14% | +11.36% | 0.88% | 27:19 | 10:31 | 18:38 | 26:01 | 32:47 | 59:16 | 14:09 | 10:28 |
 | Drum of Endurance | 19 | 15.97% | 66.7 | 68.42% | +8.42% | +11.58% | -8.42% | -2.79% | 22:01 | 15:00 | 16:38 | 19:32 | 23:48 | 37:35 | 07:10 | 05:18 |
 | Eul's Scepter of Divinity | 18 | 15.13% | 65.2 | 66.67% | +6.27% | +13.33% | -16.67% | -3.29% | 24:53 | 14:23 | 20:11 | 22:42 | 29:18 | 40:23 | 09:07 | 06:45 |
 | Urn of Shadows | 26 | 21.85% | 63.8 | 61.54% | +0.25% | -32.97% | -11.54% | 6.43% | 09:05 | 04:29 | 07:14 | 08:23 | 10:34 | 16:25 | 03:20 | 02:28 |
 | Ring of Health | 26 | 21.85% | 62.3 | 61.54% | +0.25% | +24.17% | -11.54% | -2.49% | 32:19 | 13:19 | 25:46 | 31:26 | 40:08 | 59:16 | 14:22 | 10:38 |
 | Hood of Defiance | 9 | 7.56% | 60.9 | 77.78% | +17.78% | +22.22% | -27.78% | -4.67% | 24:10 | 13:30 | 15:25 | 24:37 | 26:08 | 38:59 | 10:43 | 07:56 |
 | Pipe of Insight | 6 | 5.04% | 59.4 | 83.33% | +23.15% | +16.67% | -83.33% | 0.00% | 27:19 | 17:00 | 22:33 | 28:50 | 31:34 | 33:25 | 09:01 | 06:40 |
 | Blight Stone | 12 | 10.08% | 58.0 | 66.67% | +5.92% | +33.33% | 0.00% | -1.08% | 16:45 | -01:29 | -01:29 | 14:59 | 32:27 | 37:50 | 33:56 | 25:08 |
 | Crown | 13 | 10.92% | 56.5 | 61.54% | +0.22% | +38.46% | -28.21% | -3.17% | 30:53 | 11:30 | 16:39 | 31:29 | 37:42 | 1:02:20 | 21:03 | 15:35 |
 | Helm of Iron Will | 3 | 2.52% | 55.1 | 100.00% | +39.66% | 0.00% | 0.00% | 0.00% | 51:41 | 35:57 | 35:57 | 41:43 | 1:17:23 | 1:17:23 | 41:26 | 30:41 |
 | Aghanim's Scepter | 3 | 2.52% | 53.6 | 100.00% | +39.66% | 0.00% | 0.00% | 0.00% | 33:17 | 26:17 | 26:17 | 35:27 | 38:07 | 38:07 | 11:50 | 08:45 |
 | Power Treads | 3 | 2.52% | 52.2 | 100.00% | +39.66% | 0.00% | 0.00% | 0.00% | 13:56 | 06:28 | 06:28 | 13:45 | 21:34 | 21:34 | 15:06 | 11:11 |
 | Aghanim's Shard | 6 | 5.04% | 50.7 | 66.67% | +5.61% | -16.67% | +33.33% | 0.00% | 35:26 | 25:21 | 25:57 | 27:23 | 29:07 | 1:16:42 | 03:10 | 02:20 |
 | Spirit Vessel | 12 | 10.08% | 49.3 | 50.00% | -12.62% | +16.67% | -16.67% | -11.30% | 19:17 | 15:01 | 17:46 | 18:50 | 20:43 | 22:06 | 02:57 | 02:11 |
 | Lotus Orb | 12 | 10.08% | 47.8 | 50.00% | -12.62% | -16.67% | +16.67% | 3.66% | 37:21 | 25:20 | 31:26 | 32:57 | 40:33 | 59:16 | 09:07 | 06:45 |
 | Veil of Discord | 4 | 3.36% | 46.4 | 75.00% | +14.13% | +25.00% | -75.00% | 0.00% | 23:43 | 15:29 | 15:29 | 21:55 | 23:22 | 34:04 | 07:53 | 05:50 |
 | Solar Crest | 4 | 3.36% | 44.9 | 75.00% | +14.13% | +25.00% | +25.00% | 0.00% | 33:22 | 27:21 | 27:21 | 33:56 | 34:22 | 37:50 | 07:01 | 05:11 |
 | Quelling Blade | 4 | 3.36% | 43.5 | 75.00% | +14.13% | +25.00% | +25.00% | 0.00% | 20:02 | 12:34 | 12:34 | 13:15 | 27:02 | 27:16 | 14:28 | 10:42 |
 | Black King Bar | 4 | 3.36% | 42.0 | 75.00% | +14.13% | +25.00% | +25.00% | 0.00% | 46:47 | 29:49 | 29:49 | 35:03 | 51:58 | 1:10:17 | 22:09 | 16:24 |
 | Blink Dagger | 2 | 1.68% | 40.6 | 100.00% | +39.32% | 0.00% | 0.00% | 0.00% | 35:33 | 33:38 | 33:38 | 37:28 | 37:28 | 37:28 | 03:50 | 02:50 |
 | Aeon Disk | 2 | 1.68% | 39.1 | 100.00% | +39.32% | 0.00% | 0.00% | 0.00% | 60:54 | 46:18 | 46:18 | 1:15:29 | 1:15:29 | 1:15:29 | 29:11 | 21:37 |
 | Medallion of Courage | 7 | 5.88% | 37.7 | 57.14% | -4.47% | -7.14% | -7.14% | 0.00% | 29:40 | 14:59 | 23:53 | 32:27 | 33:50 | 37:50 | 09:57 | 07:22 |
 | Linken's Sphere | 5 | 4.20% | 36.2 | 60.00% | -1.40% | +40.00% | +40.00% | 0.00% | 46:54 | 32:55 | 32:55 | 43:36 | 44:34 | 1:12:13 | 11:39 | 08:37 |
 | Glimmer Cape | 8 | 6.72% | 34.8 | 37.50% | -25.56% | +12.50% | +12.50% | 0.00% | 30:15 | 22:44 | 23:30 | 27:09 | 31:22 | 49:10 | 07:52 | 05:49 |
 | Wind Waker | 4 | 3.36% | 33.3 | 50.00% | -11.74% | +50.00% | +50.00% | 0.00% | 46:26 | 34:56 | 34:56 | 36:10 | 52:05 | 1:02:34 | 17:09 | 12:42 |
 | Mage Slayer | 1 | 0.84% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:01 | 21:01 | 21:01 | 21:01 | 21:01 | 21:01 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.84% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:34 | 42:34 | 42:34 | 42:34 | 42:34 | 42:34 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 0.84% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:31 | 37:31 | 37:31 | 37:31 | 37:31 | 37:31 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.84% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:07 | 09:07 | 09:07 | 09:07 | 09:07 | 09:07 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.84% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:47 | 41:47 | 41:47 | 41:47 | 41:47 | 41:47 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 0.84% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:06 | 17:06 | 17:06 | 17:06 | 17:06 | 17:06 | 00:00 | 00:00 |
 | Satanic | 1 | 0.84% | 23.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:59 | 50:59 | 50:59 | 50:59 | 50:59 | 50:59 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.84% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:06 | 50:06 | 50:06 | 50:06 | 50:06 | 50:06 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.84% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 00:00 | 00:00 |
 | Daedalus | 1 | 0.84% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:14 | 35:14 | 35:14 | 35:14 | 35:14 | 35:14 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.84% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:17:38 | 1:17:38 | 1:17:38 | 1:17:38 | 1:17:38 | 1:17:38 | 00:00 | 00:00 |
 | Crystalys | 1 | 0.84% | 15.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:21 | 33:21 | 33:21 | 33:21 | 33:21 | 33:21 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.84% | 14.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:10 | 20:10 | 20:10 | 20:10 | 20:10 | 20:10 | 00:00 | 00:00 |
 | Rod of Atos | 5 | 4.20% | 13.0 | 40.00% | -22.28% | +60.00% | -40.00% | 0.00% | 34:12 | 18:57 | 18:57 | 31:41 | 37:42 | 1:02:20 | 18:45 | 13:53 |
 | Maelstrom | 2 | 1.68% | 11.6 | 50.00% | -11.54% | +50.00% | 0.00% | 0.00% | 35:00 | 13:30 | 13:30 | 56:29 | 56:29 | 56:29 | 42:59 | 31:50 |
 | Scythe of Vyse | 2 | 1.68% | 10.1 | 50.00% | -11.54% | -50.00% | 0.00% | 0.00% | 35:54 | 33:10 | 33:10 | 38:38 | 38:38 | 38:38 | 05:28 | 04:02 |
 | Javelin | 2 | 1.68% | 8.7 | 50.00% | -11.54% | +50.00% | 0.00% | 0.00% | 33:31 | 10:33 | 10:33 | 56:29 | 56:29 | 56:29 | 45:56 | 34:01 |
 | Gleipnir | 2 | 1.68% | 7.2 | 50.00% | -11.54% | +50.00% | 0.00% | 0.00% | 43:00 | 22:38 | 22:38 | 1:03:21 | 1:03:21 | 1:03:21 | 40:43 | 30:09 |
 | Ghost Scepter | 4 | 3.36% | 5.8 | 25.00% | -37.61% | +75.00% | -25.00% | 0.00% | 32:14 | 28:16 | 28:16 | 29:14 | 31:25 | 40:02 | 03:09 | 02:20 |
 | Kaya | 1 | 0.84% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:58 | 39:58 | 39:58 | 39:58 | 39:58 | 39:58 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 0.84% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:03 | 51:03 | 51:03 | 51:03 | 51:03 | 51:03 | 00:00 | 00:00 |
 | Dagon | 1 | 0.84% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:03 | 51:03 | 51:03 | 51:03 | 51:03 | 51:03 | 00:00 | 00:00 |