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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 | |
 | Boots of Travel | 13 | 4.13% | 100.0 | 92.31% | +44.96% | +7.69% | -25.64% | 0.00% | 45:20 | 29:46 | 36:31 | 44:18 | 53:01 | 1:01:46 | 16:30 | 12:13 |
 | Tranquil Boots | 76 | 24.13% | 98.2 | 64.47% | +20.12% | +9.21% | -17.10% | -2.03% | 24:07 | 06:38 | 16:38 | 21:56 | 29:37 | 52:25 | 12:59 | 09:37 |
 | Aeon Disk | 34 | 10.79% | 96.5 | 70.59% | +23.97% | -3.92% | -33.09% | -4.08% | 41:16 | 27:47 | 37:17 | 40:03 | 44:26 | 1:04:05 | 07:09 | 05:17 |
 | Blink Dagger | 179 | 56.83% | 94.7 | 56.98% | +18.01% | +7.46% | -8.09% | -1.41% | 28:35 | 14:57 | 22:02 | 27:32 | 33:05 | 1:10:59 | 11:03 | 08:11 |
 | Wind Lace | 150 | 47.62% | 93.0 | 57.33% | +15.51% | -12.59% | +2.13% | 1.41% | 12:58 | -01:29 | 05:54 | 11:34 | 16:19 | 50:49 | 10:25 | 07:42 |
 | Force Staff | 202 | 64.13% | 91.2 | 55.94% | +18.77% | +10.73% | -3.94% | -1.74% | 24:47 | 13:34 | 19:14 | 22:33 | 27:40 | 57:48 | 08:26 | 06:14 |
 | Void Stone | 204 | 64.76% | 89.5 | 55.88% | +18.94% | +4.90% | +0.98% | -0.33% | 22:28 | 05:55 | 15:26 | 19:59 | 27:11 | 60:59 | 11:45 | 08:42 |
 | Aether Lens | 189 | 60.00% | 87.7 | 56.08% | +17.19% | +5.62% | +1.37% | -0.39% | 23:07 | 11:05 | 16:26 | 20:38 | 27:13 | 50:27 | 10:47 | 07:59 |
 | Fluffy Hat | 235 | 74.60% | 86.0 | 52.77% | +14.02% | +8.25% | -5.31% | -1.80% | 17:33 | -01:22 | 12:19 | 14:54 | 19:51 | 57:48 | 07:32 | 05:34 |
 | Aghanim's Shard | 177 | 56.19% | 84.2 | 53.67% | +10.19% | -8.22% | -15.03% | -0.66% | 28:12 | 15:02 | 22:48 | 26:55 | 33:11 | 51:15 | 10:23 | 07:41 |
 | Magic Wand | 269 | 85.40% | 82.5 | 51.30% | +14.34% | +9.89% | -3.54% | -2.51% | 10:17 | -01:29 | 07:10 | 09:53 | 12:31 | 44:35 | 05:21 | 03:57 |
 | Arcane Boots | 296 | 93.97% | 80.7 | 50.34% | +18.76% | +11.82% | -7.10% | -5.26% | 11:40 | 04:10 | 09:16 | 11:04 | 12:52 | 48:26 | 03:36 | 02:40 |
 | Ghost Scepter | 18 | 5.71% | 78.9 | 72.22% | +24.41% | +7.78% | +2.78% | -0.56% | 34:39 | 24:19 | 29:37 | 31:45 | 38:34 | 53:20 | 08:57 | 06:37 |
 | Magic Stick | 306 | 97.14% | 77.2 | 49.67% | +16.34% | +3.58% | +4.28% | 0.14% | 03:05 | -01:30 | -01:28 | 02:01 | 06:27 | 29:00 | 07:55 | 05:51 |
 | Boots of Speed | 315 | 100.00% | 75.4 | 49.21% | +49.21% | -1.11% | +2.69% | 1.15% | 04:07 | -01:29 | 02:57 | 04:31 | 06:16 | 12:37 | 03:19 | 02:27 |
 | Guardian Greaves | 15 | 4.76% | 73.7 | 73.33% | +25.33% | +26.67% | -23.33% | -6.65% | 27:15 | 14:51 | 21:01 | 24:44 | 28:32 | 52:34 | 07:31 | 05:34 |
 | Eul's Scepter of Divinity | 14 | 4.44% | 71.9 | 71.43% | +23.26% | +3.57% | -38.10% | -3.13% | 30:46 | 11:01 | 22:31 | 29:46 | 35:50 | 60:59 | 13:19 | 09:51 |
 | Glimmer Cape | 45 | 14.29% | 70.2 | 55.56% | +7.41% | +17.17% | -19.20% | -2.62% | 30:51 | 15:55 | 23:40 | 29:23 | 37:33 | 56:16 | 13:53 | 10:17 |
 | Quelling Blade | 48 | 15.24% | 68.4 | 50.00% | +0.94% | -8.33% | -16.67% | -0.77% | 06:10 | -01:29 | -01:29 | 01:40 | 12:18 | 31:29 | 13:47 | 10:12 |
 | Octarine Core | 18 | 5.71% | 66.7 | 61.11% | +12.63% | -1.11% | -11.11% | -0.63% | 43:38 | 19:05 | 33:20 | 38:50 | 49:16 | 1:16:34 | 15:56 | 11:48 |
 | Buckler | 19 | 6.03% | 64.9 | 57.89% | +9.24% | +42.11% | -37.89% | -6.60% | 27:05 | 14:21 | 17:43 | 24:52 | 29:50 | 50:01 | 12:07 | 08:58 |
 | Chainmail | 24 | 7.62% | 63.2 | 54.17% | +5.37% | +12.50% | -4.17% | -2.92% | 16:19 | 07:01 | 12:42 | 15:59 | 18:24 | 25:05 | 05:42 | 04:13 |
 | Mekansm | 24 | 7.62% | 61.4 | 54.17% | +5.37% | +12.50% | -4.17% | -3.12% | 19:42 | 09:53 | 15:13 | 19:27 | 20:34 | 46:46 | 05:21 | 03:57 |
 | Headdress | 30 | 9.52% | 59.6 | 50.00% | +0.88% | +12.50% | -7.14% | -2.30% | 14:34 | -01:29 | 10:04 | 14:20 | 18:36 | 45:42 | 08:32 | 06:19 |
 | Lotus Orb | 18 | 5.71% | 57.9 | 55.56% | +6.74% | +4.44% | +19.44% | 1.00% | 34:49 | 19:40 | 29:25 | 32:12 | 44:25 | 50:53 | 15:00 | 11:06 |
 | Ring of Protection | 21 | 6.67% | 56.1 | 52.38% | +3.40% | -12.38% | -32.38% | -1.45% | 23:39 | 02:01 | 16:04 | 21:06 | 29:50 | 50:01 | 13:46 | 10:11 |
 | Null Talisman | 14 | 4.44% | 54.4 | 57.14% | +8.30% | +17.86% | -23.81% | -8.07% | 08:30 | -01:29 | 02:32 | 04:21 | 07:42 | 29:34 | 05:10 | 03:49 |
 | Black King Bar | 7 | 2.22% | 52.6 | 71.43% | +22.73% | -21.43% | +28.57% | 0.00% | 39:51 | 30:04 | 32:41 | 38:35 | 42:33 | 49:16 | 09:52 | 07:18 |
 | Ring of Health | 26 | 8.25% | 50.9 | 42.31% | -7.52% | -13.74% | +7.69% | 0.92% | 33:03 | 16:42 | 20:56 | 29:34 | 44:11 | 1:08:10 | 23:15 | 17:13 |
 | Blight Stone | 4 | 1.27% | 49.1 | 75.00% | +26.13% | +25.00% | +25.00% | 0.00% | -01:18 | -01:29 | -01:29 | -01:29 | -01:19 | -00:55 | 00:10 | 00:07 |
 | Drum of Endurance | 4 | 1.27% | 47.4 | 75.00% | +26.13% | +25.00% | -75.00% | 0.00% | 23:06 | 16:43 | 16:43 | 18:50 | 26:38 | 30:12 | 09:55 | 07:20 |
 | Aghanim's Scepter | 13 | 4.13% | 45.6 | 46.15% | -3.19% | -12.82% | -12.82% | 0.00% | 36:09 | 15:38 | 24:05 | 34:59 | 42:49 | 1:08:13 | 18:44 | 13:52 |
 | Scythe of Vyse | 2 | 0.63% | 43.9 | 100.00% | +51.12% | 0.00% | 0.00% | 0.00% | 56:15 | 47:20 | 47:20 | 1:05:09 | 1:05:09 | 1:05:09 | 17:49 | 13:11 |
 | Boots of Bearing | 1 | 0.32% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:30 | 1:03:30 | 1:03:30 | 1:03:30 | 1:03:30 | 1:03:30 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.32% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:57 | 57:57 | 57:57 | 57:57 | 57:57 | 57:57 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.32% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:03 | 34:03 | 34:03 | 34:03 | 34:03 | 34:03 | 00:00 | 00:00 |
 | Bracer | 1 | 0.32% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:09 | 17:09 | 17:09 | 17:09 | 17:09 | 17:09 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.32% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:44 | 37:44 | 37:44 | 37:44 | 37:44 | 37:44 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.32% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:11 | 54:11 | 54:11 | 54:11 | 54:11 | 54:11 | 00:00 | 00:00 |
 | Sange | 3 | 0.95% | 31.6 | 33.33% | -16.03% | -33.33% | 0.00% | 0.00% | 38:28 | 29:38 | 29:38 | 37:07 | 48:39 | 48:39 | 19:01 | 14:05 |
 | Linken's Sphere | 3 | 0.95% | 29.8 | 33.33% | -16.03% | -33.33% | 0.00% | 0.00% | 49:40 | 34:41 | 34:41 | 45:52 | 1:08:26 | 1:08:26 | 33:45 | 25:00 |
 | Pipe of Insight | 3 | 0.95% | 28.1 | 33.33% | -16.03% | -33.33% | 0.00% | 0.00% | 30:07 | 21:45 | 21:45 | 22:33 | 46:04 | 46:04 | 24:19 | 18:00 |
 | Bottle | 5 | 1.59% | 26.3 | 20.00% | -29.68% | -20.00% | -20.00% | 0.00% | 02:44 | 01:20 | 01:20 | 01:34 | 01:46 | 07:32 | 00:26 | 00:19 |
 | Hood of Defiance | 5 | 1.59% | 24.6 | 20.00% | -29.68% | +80.00% | -20.00% | 0.00% | 26:41 | 16:42 | 16:42 | 19:04 | 34:24 | 46:04 | 17:42 | 13:06 |
 | Orchid Malevolence | 1 | 0.32% | 22.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:54 | 35:54 | 35:54 | 35:54 | 35:54 | 35:54 | 00:00 | 00:00 |
 | Dagon | 3 | 0.95% | 21.1 | 0.00% | -49.68% | 0.00% | 0.00% | 0.00% | 34:56 | 24:06 | 24:06 | 28:01 | 52:40 | 52:40 | 28:34 | 21:09 |
 | Ring of Basilius | 2 | 0.63% | 19.3 | 0.00% | -49.52% | 0.00% | 0.00% | 0.00% | 33:58 | 29:30 | 29:30 | 38:25 | 38:25 | 38:25 | 08:55 | 06:36 |
 | Vladmir's Offering | 1 | 0.32% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:15 | 39:15 | 39:15 | 39:15 | 39:15 | 39:15 | 00:00 | 00:00 |
 | Wraith Band | 3 | 0.95% | 15.8 | 0.00% | -49.68% | 0.00% | 0.00% | 0.00% | 26:23 | 24:49 | 24:49 | 25:33 | 28:46 | 28:46 | 03:57 | 02:55 |
 | Dagon (level 3) | 1 | 0.32% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 00:00 | 00:00 |
 | Crown | 5 | 1.59% | 12.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 24:23 | 07:27 | 07:27 | 23:51 | 29:30 | 52:40 | 22:03 | 16:20 |
 | Spirit Vessel | 1 | 0.32% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:53 | 18:53 | 18:53 | 18:53 | 18:53 | 18:53 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 0.32% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.32% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:25 | 38:25 | 38:25 | 38:25 | 38:25 | 38:25 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.32% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.32% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:36 | 46:36 | 46:36 | 46:36 | 46:36 | 46:36 | 00:00 | 00:00 |
 | Urn of Shadows | 2 | 0.63% | 1.8 | 0.00% | -49.52% | 0.00% | 0.00% | 0.00% | 12:41 | 12:36 | 12:36 | 12:45 | 12:45 | 12:45 | 00:09 | 00:06 |