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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 | |
 | Tranquil Boots | 22 | 14.77% | 100.0 | 90.91% | +36.58% | -24.24% | +9.09% | 1.94% | 27:11 | 09:42 | 19:55 | 27:23 | 37:04 | 43:37 | 17:09 | 12:42 |
 | Boots of Bearing | 20 | 13.42% | 98.7 | 90.00% | +34.96% | +10.00% | -10.00% | -1.77% | 33:07 | 23:17 | 27:01 | 32:20 | 38:20 | 43:37 | 11:19 | 08:22 |
 | Ring of Basilius | 16 | 10.74% | 97.4 | 87.50% | +31.11% | +12.50% | +12.50% | 0.00% | 28:00 | 12:20 | 21:55 | 25:20 | 29:56 | 49:52 | 08:01 | 05:56 |
 | Drum of Endurance | 28 | 18.79% | 96.2 | 78.57% | +23.20% | +21.43% | -21.43% | -7.54% | 21:06 | 14:06 | 16:08 | 18:59 | 21:49 | 37:35 | 05:41 | 04:12 |
 | Buckler | 59 | 39.60% | 94.9 | 71.19% | +18.97% | +2.14% | +2.14% | 0.00% | 25:06 | 09:03 | 20:19 | 25:10 | 27:42 | 49:52 | 07:23 | 05:28 |
 | Vladmir's Offering | 14 | 9.40% | 93.6 | 85.71% | +28.67% | -10.71% | +14.29% | 3.27% | 31:30 | 21:31 | 26:19 | 28:39 | 33:58 | 49:52 | 07:39 | 05:40 |
 | Force Staff | 80 | 53.69% | 92.3 | 66.25% | +14.08% | +23.75% | -6.25% | -2.76% | 27:57 | 13:55 | 21:17 | 28:20 | 32:10 | 50:50 | 10:53 | 08:03 |
 | Wind Lace | 62 | 41.61% | 91.0 | 67.74% | +13.72% | +13.51% | -14.41% | -2.70% | 16:47 | -01:29 | 11:37 | 14:36 | 21:58 | 40:08 | 10:21 | 07:40 |
 | Ring of Protection | 87 | 58.39% | 89.7 | 64.37% | +11.14% | -14.37% | +8.36% | 1.26% | 16:41 | -01:29 | 07:19 | 16:05 | 25:20 | 49:52 | 18:01 | 13:20 |
 | Fluffy Hat | 94 | 63.09% | 88.5 | 63.83% | +11.10% | +7.00% | -2.96% | -0.70% | 21:49 | 03:02 | 14:12 | 21:28 | 28:21 | 46:14 | 14:09 | 10:28 |
 | Magic Wand | 137 | 91.95% | 87.2 | 61.31% | +19.64% | +3.40% | -8.37% | -1.80% | 08:13 | 00:47 | 04:40 | 08:00 | 11:13 | 20:44 | 06:33 | 04:51 |
 | Magic Stick | 145 | 97.32% | 85.9 | 60.69% | +35.69% | +8.75% | -2.36% | -1.70% | 04:06 | -01:30 | 01:01 | 03:18 | 07:33 | 15:45 | 06:32 | 04:50 |
 | Boots of Speed | 149 | 100.00% | 84.6 | 59.73% | +59.73% | -5.68% | -8.38% | -0.71% | 06:17 | -01:29 | 04:21 | 06:18 | 08:10 | 17:57 | 03:49 | 02:49 |
 | Morbid Mask | 15 | 10.07% | 83.3 | 80.00% | +22.54% | -5.00% | -5.00% | 0.00% | 33:17 | 21:14 | 25:20 | 29:56 | 35:26 | 50:15 | 10:06 | 07:28 |
 | Headdress | 66 | 44.30% | 82.1 | 63.64% | +7.01% | -16.58% | +17.61% | 6.05% | 15:24 | 00:58 | 11:55 | 14:39 | 17:34 | 40:25 | 05:39 | 04:11 |
 | Chainmail | 68 | 45.64% | 80.8 | 63.24% | +6.45% | -16.18% | +19.11% | 7.30% | 17:43 | 08:38 | 14:07 | 16:27 | 18:57 | 37:50 | 04:50 | 03:34 |
 | Arcane Boots | 99 | 66.44% | 79.5 | 60.61% | +2.61% | -0.61% | +3.39% | 0.66% | 14:11 | 06:38 | 10:35 | 12:47 | 16:36 | 35:28 | 06:01 | 04:27 |
 | Void Stone | 44 | 29.53% | 78.2 | 65.91% | +8.77% | -11.36% | +15.91% | 1.95% | 26:55 | 08:13 | 19:13 | 25:26 | 33:12 | 59:16 | 13:59 | 10:21 |
 | Mekansm | 57 | 38.26% | 76.9 | 61.40% | +2.70% | -11.40% | +2.89% | 2.82% | 18:39 | 11:32 | 15:40 | 17:45 | 20:44 | 40:25 | 05:04 | 03:45 |
 | Wraith Band | 28 | 18.79% | 75.6 | 67.86% | +10.01% | +17.85% | -25.00% | -3.27% | 11:04 | -01:29 | 02:09 | 05:14 | 15:15 | 56:44 | 13:06 | 09:42 |
 | Heaven's Halberd | 11 | 7.38% | 74.4 | 81.82% | +23.85% | -15.15% | -15.15% | 0.00% | 34:54 | 26:33 | 32:12 | 34:21 | 36:24 | 43:50 | 04:12 | 03:06 |
 | Sange | 11 | 7.38% | 73.1 | 81.82% | +23.85% | +18.18% | -15.15% | -7.90% | 30:00 | 22:38 | 27:09 | 29:06 | 31:22 | 36:32 | 04:13 | 03:07 |
 | Guardian Greaves | 41 | 27.52% | 71.8 | 63.41% | +5.08% | +16.59% | -13.41% | -5.81% | 27:11 | 18:38 | 23:44 | 25:38 | 28:54 | 43:40 | 05:10 | 03:49 |
 | Wraith Pact | 8 | 5.37% | 70.5 | 87.50% | +29.34% | +12.50% | +12.50% | 0.00% | 35:18 | 30:42 | 31:52 | 34:50 | 37:44 | 39:24 | 05:52 | 04:20 |
 | Eul's Scepter of Divinity | 22 | 14.77% | 69.2 | 68.18% | +9.91% | +15.15% | +11.82% | -0.26% | 26:48 | 14:23 | 20:42 | 24:08 | 33:29 | 40:23 | 12:47 | 09:28 |
 | Ring of Health | 32 | 21.48% | 67.9 | 62.50% | +3.53% | +12.50% | -25.00% | -2.16% | 30:38 | 13:19 | 21:32 | 28:39 | 38:56 | 59:16 | 17:24 | 12:53 |
 | Urn of Shadows | 34 | 22.82% | 66.7 | 58.82% | -1.18% | -36.60% | -8.82% | 9.21% | 08:58 | 04:29 | 07:14 | 08:23 | 10:15 | 16:25 | 03:01 | 02:14 |
 | Blight Stone | 18 | 12.08% | 65.4 | 66.67% | +7.89% | +13.33% | -16.67% | -1.11% | 17:08 | -01:29 | -00:39 | 18:35 | 27:42 | 37:50 | 28:21 | 21:00 |
 | Solar Crest | 9 | 6.04% | 64.1 | 77.78% | +19.21% | +22.22% | -27.78% | -2.81% | 26:28 | 15:13 | 16:09 | 24:45 | 33:56 | 37:50 | 17:47 | 13:10 |
 | Hood of Defiance | 9 | 6.04% | 62.8 | 77.78% | +19.21% | +22.22% | -27.78% | -4.67% | 24:10 | 13:30 | 15:25 | 24:37 | 26:08 | 38:59 | 10:43 | 07:56 |
 | Helm of Iron Will | 4 | 2.68% | 61.5 | 100.00% | +41.38% | 0.00% | 0.00% | 0.00% | 47:17 | 34:03 | 34:03 | 35:57 | 41:43 | 1:17:23 | 07:40 | 05:40 |
 | Aghanim's Scepter | 4 | 2.68% | 60.3 | 100.00% | +41.38% | 0.00% | 0.00% | 0.00% | 31:34 | 26:17 | 26:17 | 26:23 | 35:27 | 38:07 | 09:10 | 06:47 |
 | Crown | 22 | 14.77% | 59.0 | 59.09% | -0.75% | -9.09% | -39.09% | -1.34% | 23:52 | 06:40 | 11:31 | 20:18 | 33:50 | 1:02:20 | 22:19 | 16:31 |
 | Pipe of Insight | 8 | 5.37% | 57.7 | 75.00% | +16.13% | +25.00% | -25.00% | -4.45% | 25:34 | 17:00 | 19:17 | 22:33 | 30:31 | 33:25 | 11:14 | 08:19 |
 | Lotus Orb | 17 | 11.41% | 56.4 | 58.82% | -1.03% | +16.18% | -8.82% | -1.74% | 34:13 | 21:40 | 26:13 | 32:10 | 40:33 | 59:16 | 14:20 | 10:37 |
 | Medallion of Courage | 13 | 8.72% | 55.1 | 61.54% | +1.98% | +5.13% | +5.13% | 0.00% | 24:25 | 09:33 | 14:59 | 23:53 | 32:27 | 37:50 | 17:28 | 12:56 |
 | Spirit Vessel | 15 | 10.07% | 53.8 | 53.33% | -7.12% | -3.33% | -28.33% | -11.90% | 18:48 | 15:01 | 17:42 | 18:50 | 19:48 | 22:06 | 02:06 | 01:33 |
 | Aghanim's Shard | 6 | 4.03% | 52.6 | 66.67% | +7.23% | -16.67% | +33.33% | 15.79% | 35:26 | 25:21 | 25:57 | 27:23 | 29:07 | 1:16:42 | 03:10 | 02:20 |
 | Veil of Discord | 4 | 2.68% | 51.3 | 75.00% | +15.69% | +25.00% | -75.00% | 0.00% | 23:43 | 15:29 | 15:29 | 21:55 | 23:22 | 34:04 | 07:53 | 05:50 |
 | Quelling Blade | 4 | 2.68% | 50.0 | 75.00% | +15.69% | +25.00% | +25.00% | 0.00% | 20:02 | 12:34 | 12:34 | 13:15 | 27:02 | 27:16 | 14:28 | 10:42 |
 | Linken's Sphere | 7 | 4.70% | 48.7 | 57.14% | -2.72% | -7.14% | +42.86% | 4.68% | 43:58 | 30:20 | 32:55 | 42:58 | 43:36 | 1:12:13 | 10:41 | 07:54 |
 | Crimson Guard | 2 | 1.34% | 47.4 | 100.00% | +40.82% | 0.00% | 0.00% | 0.00% | 36:47 | 36:03 | 36:03 | 37:31 | 37:31 | 37:31 | 01:28 | 01:05 |
 | Aeon Disk | 2 | 1.34% | 46.2 | 100.00% | +40.82% | 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 |
 | Blink Dagger | 2 | 1.34% | 44.9 | 100.00% | +40.82% | 0.00% | 0.00% | 0.00% | 35:33 | 33:38 | 33:38 | 37:28 | 37:28 | 37:28 | 03:50 | 02:50 |
 | Vanguard | 2 | 1.34% | 43.6 | 100.00% | +40.82% | 0.00% | 0.00% | 0.00% | 32:48 | 32:05 | 32:05 | 33:31 | 33:31 | 33:31 | 01:26 | 01:03 |
 | Black King Bar | 5 | 3.36% | 42.3 | 60.00% | +0.28% | +40.00% | +40.00% | 0.00% | 43:48 | 29:49 | 29:49 | 35:03 | 51:58 | 1:10:17 | 22:09 | 16:24 |
 | Power Treads | 5 | 3.36% | 41.0 | 60.00% | +0.28% | -60.00% | +40.00% | 0.00% | 10:48 | 05:19 | 05:19 | 06:56 | 13:45 | 21:34 | 08:26 | 06:14 |
 | Wind Waker | 5 | 3.36% | 39.7 | 60.00% | +0.28% | +40.00% | +40.00% | 0.00% | 45:41 | 34:56 | 34:56 | 42:38 | 52:05 | 1:02:34 | 17:09 | 12:42 |
 | Glimmer Cape | 11 | 7.38% | 38.5 | 36.36% | -25.23% | -36.36% | +30.31% | 10.84% | 27:55 | 18:44 | 22:44 | 27:09 | 28:53 | 49:10 | 06:09 | 04:33 |
 | Rod of Atos | 8 | 5.37% | 37.2 | 37.50% | -23.49% | -37.50% | -37.50% | 0.00% | 26:44 | 12:50 | 13:02 | 18:57 | 31:41 | 1:02:20 | 18:39 | 13:48 |
 | Shadow Blade | 1 | 0.67% | 35.9 | 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 |
 | Diadem | 1 | 0.67% | 34.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:51 | 37:51 | 37:51 | 37:51 | 37:51 | 37:51 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.67% | 33.3 | 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 |
 | Nullifier | 1 | 0.67% | 32.1 | 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 |
 | Falcon Blade | 1 | 0.67% | 30.8 | 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 |
 | Meteor Hammer | 1 | 0.67% | 29.5 | 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 |
 | Dagon (level 3) | 1 | 0.67% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:37 | 43:37 | 43:37 | 43:37 | 43:37 | 43:37 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.67% | 26.9 | 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 | 0.67% | 25.6 | 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 |
 | Ghost Scepter | 5 | 3.36% | 24.4 | 40.00% | -20.42% | +60.00% | -40.00% | 0.00% | 30:54 | 25:35 | 25:35 | 29:14 | 31:25 | 40:02 | 05:50 | 04:19 |
 | Pavise | 2 | 1.34% | 23.1 | 50.00% | -9.86% | +50.00% | 0.00% | 0.00% | 11:33 | 10:33 | 10:33 | 12:32 | 12:32 | 12:32 | 01:59 | 01:28 |
 | Satanic | 2 | 1.34% | 21.8 | 50.00% | -9.86% | -50.00% | 0.00% | 0.00% | 48:17 | 45:34 | 45:34 | 50:59 | 50:59 | 50:59 | 05:25 | 04:00 |
 | Daedalus | 2 | 1.34% | 20.5 | 50.00% | -9.86% | +50.00% | 0.00% | 0.00% | 36:54 | 35:14 | 35:14 | 38:33 | 38:33 | 38:33 | 03:19 | 02:27 |
 | Dagon (level 2) | 2 | 1.34% | 19.2 | 50.00% | -9.86% | +50.00% | 0.00% | 0.00% | 45:44 | 40:25 | 40:25 | 51:03 | 51:03 | 51:03 | 10:38 | 07:52 |
 | Dagon | 2 | 1.34% | 17.9 | 50.00% | -9.86% | +50.00% | 0.00% | 0.00% | 44:27 | 37:51 | 37:51 | 51:03 | 51:03 | 51:03 | 13:12 | 09:46 |
 | Scythe of Vyse | 2 | 1.34% | 16.7 | 50.00% | -9.86% | -50.00% | 0.00% | 0.00% | 35:54 | 33:10 | 33:10 | 38:38 | 38:38 | 38:38 | 05:28 | 04:02 |
 | Dragon Lance | 3 | 2.01% | 15.4 | 33.33% | -26.94% | -33.33% | 0.00% | 0.00% | 18:30 | 16:14 | 16:14 | 17:06 | 22:10 | 22:10 | 05:56 | 04:23 |
 | Crystalys | 3 | 2.01% | 14.1 | 33.33% | -26.94% | +66.67% | 0.00% | 0.00% | 34:18 | 33:21 | 33:21 | 33:46 | 35:47 | 35:47 | 02:26 | 01:48 |
 | Cornucopia | 3 | 2.01% | 12.8 | 33.33% | -26.94% | -33.33% | 0.00% | 0.00% | 31:59 | 27:39 | 27:39 | 28:29 | 39:49 | 39:49 | 12:10 | 09:00 |
 | Maelstrom | 4 | 2.68% | 11.5 | 25.00% | -35.69% | +75.00% | -25.00% | 0.00% | 28:14 | 13:30 | 13:30 | 18:40 | 24:16 | 56:29 | 10:46 | 07:58 |
 | Javelin | 4 | 2.68% | 10.3 | 25.00% | -35.69% | +75.00% | -25.00% | 0.00% | 26:11 | 10:33 | 10:33 | 15:13 | 22:27 | 56:29 | 11:54 | 08:48 |
 | Gleipnir | 4 | 2.68% | 9.0 | 25.00% | -35.69% | -25.00% | -25.00% | 0.00% | 32:43 | 19:32 | 19:32 | 22:38 | 25:22 | 1:03:21 | 05:50 | 04:19 |
 | Kaya | 1 | 0.67% | 7.7 | 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 |
 | Hurricane Pike | 1 | 0.67% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:25 | 21:25 | 21:25 | 21:25 | 21:25 | 21:25 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.67% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:55 | 52:55 | 52:55 | 52:55 | 52:55 | 52:55 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.67% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:39 | 27:39 | 27:39 | 27:39 | 27:39 | 27:39 | 00:00 | 00:00 |
 | Bracer | 1 | 0.67% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:46 | 07:46 | 07:46 | 07:46 | 07:46 | 07:46 | 00:00 | 00:00 |
 | Bottle | 1 | 0.67% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:47 | 01:47 | 01:47 | 01:47 | 01:47 | 01:47 | 00:00 | 00:00 |