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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 | |
 | Morbid Mask | 20 | 8.44% | 100.0 | 90.00% | +33.32% | +10.00% | -10.00% | -2.12% | 33:08 | 21:14 | 27:22 | 29:52 | 36:49 | 50:15 | 09:27 | 07:00 |
 | Vladmir's Offering | 20 | 8.44% | 98.8 | 90.00% | +33.32% | +10.00% | -10.00% | -2.53% | 32:26 | 21:31 | 27:33 | 29:43 | 35:27 | 49:52 | 07:54 | 05:51 |
 | Boots of Bearing | 28 | 11.81% | 97.6 | 82.14% | +25.68% | +17.86% | -10.71% | -2.35% | 33:46 | 20:23 | 27:01 | 33:10 | 39:10 | 51:24 | 12:09 | 09:00 |
 | Ring of Basilius | 24 | 10.13% | 96.4 | 83.33% | +26.52% | 0.00% | 0.00% | 0.00% | 26:51 | 02:28 | 21:55 | 25:41 | 33:57 | 49:52 | 12:02 | 08:54 |
 | Heaven's Halberd | 19 | 8.02% | 95.2 | 84.21% | +26.87% | +15.79% | -4.21% | -3.35% | 35:49 | 26:05 | 32:51 | 35:02 | 38:49 | 45:37 | 05:58 | 04:25 |
 | Tranquil Boots | 37 | 15.61% | 94.0 | 75.68% | +19.18% | -20.12% | +13.21% | 1.37% | 23:40 | 06:20 | 12:42 | 19:55 | 37:04 | 51:14 | 24:22 | 18:02 |
 | Buckler | 106 | 44.73% | 92.8 | 67.92% | +15.25% | +2.45% | +9.00% | 0.74% | 24:17 | 09:03 | 18:42 | 22:33 | 27:31 | 49:52 | 08:49 | 06:31 |
 | Ring of Protection | 144 | 60.76% | 91.6 | 65.28% | +14.74% | -4.17% | +6.94% | 0.76% | 18:33 | -01:29 | 10:17 | 17:59 | 24:58 | 49:52 | 14:41 | 10:52 |
 | Headdress | 117 | 49.37% | 90.4 | 64.96% | +10.79% | +4.01% | -2.89% | -1.51% | 14:58 | 00:58 | 12:12 | 14:30 | 16:46 | 40:25 | 04:34 | 03:22 |
 | Force Staff | 121 | 51.05% | 89.2 | 64.46% | +10.15% | +18.87% | -4.46% | -2.21% | 28:20 | 13:55 | 21:50 | 28:20 | 32:23 | 58:20 | 10:33 | 07:48 |
 | Sange | 20 | 8.44% | 88.0 | 80.00% | +22.40% | +20.00% | -20.00% | -4.63% | 32:37 | 22:38 | 27:35 | 31:31 | 36:13 | 45:17 | 08:38 | 06:23 |
 | Wraith Pact | 14 | 5.91% | 86.7 | 85.71% | +27.86% | +14.29% | -19.04% | -4.72% | 36:22 | 30:42 | 32:20 | 34:50 | 39:24 | 45:19 | 07:04 | 05:14 |
 | Fluffy Hat | 148 | 62.45% | 85.5 | 62.84% | +8.91% | +10.13% | -0.68% | -0.85% | 22:04 | 03:02 | 14:33 | 21:28 | 27:19 | 58:20 | 12:46 | 09:27 |
 | Magic Wand | 214 | 90.30% | 84.3 | 61.21% | +17.73% | +7.31% | +1.05% | -1.04% | 09:05 | 00:19 | 05:37 | 08:46 | 11:39 | 27:39 | 06:02 | 04:28 |
 | Magic Stick | 230 | 97.05% | 83.1 | 60.87% | +46.58% | +1.20% | -1.22% | -0.35% | 03:54 | -01:30 | 00:14 | 02:55 | 07:08 | 20:50 | 06:54 | 05:06 |
 | Blink Dagger | 7 | 2.95% | 81.9 | 100.00% | +41.74% | 0.00% | 0.00% | 0.00% | 41:21 | 33:38 | 34:17 | 39:14 | 40:10 | 57:44 | 05:53 | 04:21 |
 | Boots of Speed | 237 | 100.00% | 80.7 | 59.49% | +59.49% | -0.17% | -12.03% | -3.29% | 06:06 | -01:29 | 04:23 | 06:16 | 07:59 | 17:57 | 03:36 | 02:40 |
 | Pipe of Insight | 19 | 8.02% | 79.5 | 78.95% | +21.15% | -18.95% | +1.05% | 2.22% | 27:38 | 16:54 | 22:33 | 28:27 | 31:34 | 39:58 | 09:01 | 06:40 |
 | Void Stone | 81 | 34.18% | 78.3 | 64.20% | +7.15% | +0.80% | +10.80% | 0.58% | 29:03 | 08:24 | 19:16 | 28:37 | 36:29 | 59:16 | 17:13 | 12:45 |
 | Drum of Endurance | 42 | 17.72% | 77.1 | 69.05% | +11.61% | +3.68% | -9.05% | -1.09% | 24:06 | 13:07 | 16:53 | 19:36 | 28:34 | 55:27 | 11:41 | 08:39 |
 | Hood of Defiance | 16 | 6.75% | 75.9 | 81.25% | +23.33% | +18.75% | -6.25% | -2.62% | 24:05 | 13:30 | 17:57 | 24:37 | 27:29 | 38:59 | 09:32 | 07:03 |
 | Ring of Health | 66 | 27.85% | 74.7 | 65.15% | +7.84% | +11.32% | -15.15% | -1.84% | 30:36 | 13:04 | 22:40 | 29:12 | 37:03 | 59:16 | 14:23 | 10:39 |
 | Mekansm | 104 | 43.88% | 73.5 | 61.54% | +3.65% | +15.38% | 0.00% | -3.56% | 18:37 | 11:32 | 16:14 | 17:46 | 20:33 | 40:25 | 04:19 | 03:11 |
 | Chainmail | 122 | 51.48% | 72.3 | 60.66% | +2.40% | +3.86% | +6.01% | 0.40% | 17:29 | 09:16 | 13:49 | 16:19 | 19:12 | 40:20 | 05:23 | 03:59 |
 | Arcane Boots | 177 | 74.68% | 71.1 | 58.76% | -2.91% | +9.42% | +0.33% | -2.02% | 13:30 | 04:53 | 09:49 | 11:52 | 14:19 | 37:07 | 04:30 | 03:20 |
 | Wind Lace | 98 | 41.35% | 69.9 | 61.22% | +2.95% | -1.22% | +9.61% | 0.95% | 17:18 | -01:29 | 10:44 | 14:36 | 22:06 | 55:27 | 11:22 | 08:25 |
 | Guardian Greaves | 82 | 34.60% | 68.7 | 62.20% | +4.14% | +9.23% | -22.20% | -5.20% | 26:27 | 16:42 | 22:47 | 24:46 | 28:50 | 47:28 | 06:03 | 04:28 |
 | Crown | 30 | 12.66% | 67.5 | 70.00% | +12.03% | +17.50% | -27.14% | -2.31% | 28:12 | 10:39 | 17:30 | 25:37 | 36:51 | 1:02:20 | 19:21 | 14:20 |
 | Pavise | 6 | 2.53% | 66.3 | 100.00% | +41.56% | 0.00% | 0.00% | 0.00% | 16:30 | 09:23 | 13:49 | 15:24 | 17:11 | 26:32 | 03:22 | 02:29 |
 | Wraith Band | 44 | 18.57% | 65.1 | 63.64% | +5.09% | +9.09% | -9.09% | -1.25% | 11:37 | -01:29 | 02:21 | 05:20 | 16:55 | 56:44 | 14:34 | 10:47 |
 | Blight Stone | 32 | 13.50% | 63.9 | 65.63% | +7.09% | +9.37% | -15.63% | -1.12% | 14:54 | -01:29 | -01:28 | 14:59 | 23:53 | 40:21 | 25:21 | 18:46 |
 | Eul's Scepter of Divinity | 30 | 12.66% | 62.7 | 63.33% | +4.39% | +11.67% | +8.10% | -0.28% | 27:01 | 14:23 | 21:10 | 23:02 | 33:53 | 43:41 | 12:43 | 09:25 |
 | Lotus Orb | 36 | 15.19% | 61.4 | 61.11% | +1.91% | +5.56% | -5.55% | -1.26% | 35:35 | 22:18 | 29:48 | 34:18 | 38:37 | 59:16 | 08:49 | 06:31 |
 | Urn of Shadows | 39 | 16.46% | 60.2 | 58.97% | -0.63% | -28.97% | +1.03% | 9.18% | 10:00 | 04:29 | 07:27 | 09:37 | 10:43 | 36:56 | 03:16 | 02:25 |
 | Solar Crest | 18 | 7.59% | 59.0 | 66.67% | +7.77% | -6.67% | -16.67% | -1.08% | 28:26 | 13:49 | 24:46 | 27:21 | 34:01 | 44:01 | 09:15 | 06:51 |
 | Aeon Disk | 7 | 2.95% | 57.8 | 85.71% | +27.01% | -35.71% | +14.29% | 0.00% | 47:42 | 35:55 | 37:57 | 43:43 | 46:18 | 1:15:29 | 08:21 | 06:11 |
 | Medallion of Courage | 21 | 8.86% | 56.6 | 61.90% | +2.64% | -21.90% | -1.90% | 1.28% | 24:48 | 10:08 | 16:51 | 23:41 | 32:27 | 40:21 | 15:36 | 11:33 |
 | Boots of Travel | 4 | 1.69% | 55.4 | 100.00% | +41.20% | 0.00% | 0.00% | 0.00% | 51:57 | 43:29 | 43:29 | 50:06 | 56:27 | 57:44 | 12:58 | 09:36 |
 | Glimmer Cape | 18 | 7.59% | 54.2 | 61.11% | +1.75% | +18.89% | -11.11% | -5.00% | 28:30 | 17:45 | 25:22 | 27:09 | 31:22 | 49:10 | 06:00 | 04:26 |
 | Scythe of Vyse | 8 | 3.38% | 53.0 | 75.00% | +16.05% | -25.00% | -25.00% | 0.00% | 41:50 | 31:22 | 33:10 | 41:10 | 45:37 | 53:32 | 12:27 | 09:13 |
 | Linken's Sphere | 8 | 3.38% | 51.8 | 75.00% | +16.05% | +25.00% | +25.00% | 0.00% | 48:56 | 32:45 | 32:55 | 43:36 | 51:42 | 1:12:26 | 18:47 | 13:54 |
 | Aghanim's Scepter | 9 | 3.80% | 50.6 | 66.67% | +7.46% | -16.67% | -16.67% | 0.00% | 34:42 | 24:24 | 24:39 | 35:27 | 38:07 | 60:13 | 13:28 | 09:58 |
 | Spirit Vessel | 19 | 8.02% | 49.4 | 52.63% | -7.46% | -12.63% | +7.37% | 4.71% | 20:22 | 15:01 | 17:46 | 19:00 | 22:01 | 36:56 | 04:15 | 03:08 |
 | Aghanim's Shard | 7 | 2.95% | 48.2 | 71.43% | +12.30% | -21.43% | +28.57% | 0.00% | 34:44 | 25:21 | 25:57 | 28:04 | 29:07 | 1:16:42 | 03:10 | 02:20 |
 | Wind Waker | 7 | 2.95% | 47.0 | 71.43% | +12.30% | -21.43% | -21.43% | 0.00% | 45:07 | 34:56 | 36:10 | 42:35 | 51:02 | 1:02:34 | 14:52 | 11:00 |
 | Helm of Iron Will | 7 | 2.95% | 45.8 | 71.43% | +12.30% | +28.57% | +28.57% | 0.00% | 50:30 | 35:57 | 41:43 | 44:08 | 50:30 | 1:17:23 | 08:47 | 06:30 |
 | Quelling Blade | 7 | 2.95% | 44.6 | 71.43% | +12.30% | -21.43% | +28.57% | 0.00% | 20:39 | 11:13 | 12:34 | 18:43 | 27:02 | 34:30 | 14:28 | 10:42 |
 | Cornucopia | 3 | 1.27% | 43.4 | 100.00% | +41.03% | 0.00% | 0.00% | 0.00% | 52:36 | 29:25 | 29:25 | 51:37 | 1:16:46 | 1:16:46 | 47:21 | 35:04 |
 | Meteor Hammer | 3 | 1.27% | 42.2 | 100.00% | +41.03% | 0.00% | 0.00% | 0.00% | 23:44 | 17:38 | 17:38 | 20:10 | 33:25 | 33:25 | 15:47 | 11:41 |
 | Power Treads | 5 | 2.11% | 41.0 | 80.00% | +20.95% | +20.00% | +20.00% | 0.00% | 12:34 | 06:28 | 06:28 | 12:57 | 13:45 | 21:34 | 07:17 | 05:23 |
 | Veil of Discord | 5 | 2.11% | 39.8 | 80.00% | +20.95% | +20.00% | -80.00% | 0.00% | 21:30 | 12:39 | 12:39 | 21:55 | 23:22 | 34:04 | 10:43 | 07:56 |
 | Ghost Scepter | 11 | 4.64% | 38.6 | 54.55% | -5.18% | +45.45% | -21.22% | -6.33% | 34:11 | 20:49 | 28:16 | 33:03 | 38:48 | 46:22 | 10:32 | 07:48 |
 | Nullifier | 4 | 1.69% | 37.3 | 75.00% | +15.77% | +25.00% | +25.00% | 0.00% | 59:10 | 44:16 | 44:16 | 50:30 | 1:04:16 | 1:17:38 | 20:00 | 14:48 |
 | Dagon | 7 | 2.95% | 36.1 | 57.14% | -2.43% | +42.86% | -7.14% | 0.00% | 45:38 | 33:44 | 37:58 | 42:19 | 51:03 | 57:13 | 13:05 | 09:41 |
 | Black King Bar | 5 | 2.11% | 34.9 | 60.00% | +0.52% | -60.00% | +40.00% | 0.00% | 42:32 | 25:31 | 25:31 | 35:03 | 51:58 | 1:10:17 | 26:27 | 19:35 |
 | Diadem | 4 | 1.69% | 33.7 | 50.00% | -9.66% | +50.00% | -50.00% | 0.00% | 41:05 | 33:44 | 33:44 | 35:53 | 40:31 | 54:11 | 06:47 | 05:01 |
 | Holy Locket | 1 | 0.42% | 32.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 00:00 | 00:00 |
 | Disperser | 1 | 0.42% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:43 | 33:43 | 33:43 | 33:43 | 33:43 | 33:43 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.42% | 30.1 | 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 |
 | Mage Slayer | 1 | 0.42% | 28.9 | 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 | 0.42% | 27.7 | 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 |
 | Ethereal Blade | 1 | 0.42% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:31 | 41:31 | 41:31 | 41:31 | 41:31 | 41:31 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 0.42% | 25.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:37 | 21:37 | 21:37 | 21:37 | 21:37 | 21:37 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.42% | 24.1 | 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 |
 | Octarine Core | 1 | 0.42% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:19 | 59:19 | 59:19 | 59:19 | 59:19 | 59:19 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.42% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:17 | 1:12:17 | 1:12:17 | 1:12:17 | 1:12:17 | 1:12:17 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.42% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:55 | 46:55 | 46:55 | 46:55 | 46:55 | 46:55 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 0.42% | 19.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:20 | 38:20 | 38:20 | 38:20 | 38:20 | 38:20 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 0.42% | 18.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:59 | 36:59 | 36:59 | 36:59 | 36:59 | 36:59 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 0.42% | 16.9 | 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 | 0.42% | 15.7 | 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 |
 | Rod of Atos | 5 | 2.11% | 14.5 | 40.00% | -19.91% | +60.00% | -40.00% | 0.00% | 34:12 | 18:57 | 18:57 | 31:41 | 37:42 | 1:02:20 | 18:45 | 13:53 |
 | Vanguard | 2 | 0.84% | 13.3 | 50.00% | -9.57% | +50.00% | 0.00% | 0.00% | 38:50 | 33:31 | 33:31 | 44:08 | 44:08 | 44:08 | 10:37 | 07:51 |
 | Daedalus | 2 | 0.84% | 12.0 | 50.00% | -9.57% | +50.00% | 0.00% | 0.00% | 35:57 | 35:14 | 35:14 | 36:39 | 36:39 | 36:39 | 01:25 | 01:02 |
 | Crystalys | 2 | 0.84% | 10.8 | 50.00% | -9.57% | -50.00% | 0.00% | 0.00% | 30:40 | 27:59 | 27:59 | 33:21 | 33:21 | 33:21 | 05:22 | 03:58 |
 | Crimson Guard | 2 | 0.84% | 9.6 | 50.00% | -9.57% | +50.00% | 0.00% | 0.00% | 41:00 | 37:31 | 37:31 | 44:29 | 44:29 | 44:29 | 06:58 | 05:09 |
 | Gleipnir | 2 | 0.84% | 8.4 | 50.00% | -9.57% | +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 |
 | Maelstrom | 3 | 1.27% | 7.2 | 33.33% | -26.50% | +66.67% | 0.00% | 0.00% | 28:20 | 13:30 | 13:30 | 15:00 | 56:29 | 56:29 | 42:59 | 31:50 |
 | Dagon (level 2) | 3 | 1.27% | 6.0 | 33.33% | -26.50% | +66.67% | 0.00% | 0.00% | 49:13 | 36:59 | 36:59 | 51:03 | 59:36 | 59:36 | 22:37 | 16:45 |
 | Kaya | 3 | 1.27% | 4.8 | 33.33% | -26.50% | -33.33% | 0.00% | 0.00% | 34:12 | 30:09 | 30:09 | 32:29 | 39:58 | 39:58 | 09:49 | 07:16 |
 | Javelin | 3 | 1.27% | 3.6 | 33.33% | -26.50% | +66.67% | 0.00% | 0.00% | 26:04 | 10:33 | 10:33 | 11:10 | 56:29 | 56:29 | 45:56 | 34:01 |
 | Kaya and Sange | 1 | 0.42% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 00:00 | 00:00 |
 | Bracer | 1 | 0.42% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:07 | 46:07 | 46:07 | 46:07 | 46:07 | 46:07 | 00:00 | 00:00 |