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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 | |
 | Aeon Disk | 10 | 8.93% | 100.0 | 90.00% | +44.90% | -23.33% | +10.00% | 3.07% | 41:02 | 33:24 | 34:48 | 37:53 | 45:39 | 55:04 | 10:51 | 08:02 |
 | Void Stone | 63 | 56.25% | 97.9 | 63.49% | +32.88% | +5.26% | -7.24% | -2.30% | 19:30 | 11:40 | 15:38 | 18:01 | 21:04 | 43:15 | 05:26 | 04:01 |
 | Aether Lens | 59 | 52.68% | 95.7 | 62.71% | +28.75% | +10.62% | -16.04% | -5.14% | 20:42 | 13:17 | 16:37 | 19:13 | 21:48 | 43:25 | 05:11 | 03:50 |
 | Aghanim's Scepter | 23 | 20.54% | 93.6 | 69.57% | +25.75% | -2.90% | -2.90% | 0.00% | 31:13 | 24:10 | 27:13 | 31:34 | 33:23 | 43:04 | 06:10 | 04:34 |
 | Arcane Boots | 79 | 70.54% | 91.5 | 58.23% | +30.96% | +11.77% | -8.23% | -4.72% | 13:04 | 06:40 | 10:21 | 12:08 | 14:35 | 32:58 | 04:14 | 03:08 |
 | Magic Wand | 94 | 83.93% | 89.4 | 55.32% | +38.65% | -1.15% | -7.49% | -0.90% | 07:40 | -01:29 | 03:47 | 06:58 | 10:49 | 24:10 | 07:02 | 05:12 |
 | Magic Stick | 105 | 93.75% | 87.2 | 50.48% | +21.91% | +3.37% | +3.37% | 0.00% | 01:34 | -01:29 | -01:29 | -00:10 | 04:02 | 16:42 | 05:31 | 04:05 |
 | Boots of Speed | 112 | 100.00% | 85.1 | 49.11% | +49.11% | +4.46% | -16.97% | -7.94% | 06:07 | -01:29 | 04:21 | 05:58 | 07:03 | 20:12 | 02:42 | 02:00 |
 | Medallion of Courage | 9 | 8.04% | 83.0 | 77.78% | +31.18% | -27.78% | +22.22% | 0.00% | 18:46 | 09:42 | 11:31 | 18:56 | 21:36 | 36:29 | 10:05 | 07:28 |
 | Chainmail | 9 | 8.04% | 80.9 | 77.78% | +31.18% | -27.78% | +22.22% | 0.00% | 18:28 | 09:02 | 10:47 | 18:56 | 21:36 | 36:28 | 10:49 | 08:00 |
 | Fluffy Hat | 50 | 44.64% | 78.7 | 54.00% | +8.84% | +15.23% | +4.33% | -1.15% | 17:26 | 01:57 | 12:16 | 17:01 | 21:44 | 52:15 | 09:28 | 07:00 |
 | Helm of the Dominator | 4 | 3.57% | 76.6 | 100.00% | +52.78% | 0.00% | 0.00% | 0.00% | 30:20 | 16:39 | 16:39 | 30:24 | 35:50 | 38:27 | 19:11 | 14:12 |
 | Blink Dagger | 17 | 15.18% | 74.5 | 64.71% | +18.39% | -39.71% | +10.29% | 2.94% | 33:51 | 22:50 | 26:21 | 29:02 | 43:20 | 54:28 | 16:59 | 12:34 |
 | Aghanim's Shard | 34 | 30.36% | 72.3 | 55.88% | +9.73% | -11.44% | +19.12% | 2.85% | 28:40 | 17:22 | 23:31 | 28:41 | 34:14 | 44:35 | 10:43 | 07:56 |
 | Force Staff | 35 | 31.25% | 70.2 | 54.29% | +7.54% | +1.27% | -9.85% | -1.96% | 25:41 | 16:27 | 21:49 | 25:13 | 27:29 | 52:15 | 05:40 | 04:11 |
 | Crown | 27 | 24.11% | 68.1 | 55.56% | +8.50% | +15.87% | +15.87% | 0.00% | 20:23 | 09:47 | 13:41 | 17:41 | 23:12 | 41:07 | 09:31 | 07:02 |
 | Solar Crest | 8 | 7.14% | 66.0 | 75.00% | +27.88% | -25.00% | +25.00% | 0.00% | 22:19 | 14:52 | 19:04 | 21:27 | 26:07 | 27:21 | 07:03 | 05:13 |
 | Wind Lace | 42 | 37.50% | 63.8 | 50.00% | +1.43% | -13.64% | -10.00% | 0.29% | 15:04 | 03:12 | 09:05 | 13:02 | 21:29 | 36:31 | 12:24 | 09:11 |
 | Blight Stone | 36 | 32.14% | 61.7 | 47.22% | -2.78% | -25.00% | +8.34% | 33.34% | 02:40 | -01:29 | -01:29 | -01:29 | -01:22 | 36:29 | 00:07 | 00:05 |
 | Helm of Iron Will | 5 | 4.46% | 59.6 | 80.00% | +32.34% | +20.00% | +20.00% | 0.00% | 28:45 | 13:04 | 13:04 | 32:38 | 34:24 | 38:26 | 21:20 | 15:48 |
 | Kaya | 12 | 10.71% | 57.4 | 58.33% | +10.33% | +8.34% | -25.00% | -3.87% | 36:22 | 28:24 | 31:53 | 35:55 | 40:30 | 46:25 | 08:37 | 06:22 |
 | Tranquil Boots | 24 | 21.43% | 55.3 | 45.83% | -4.17% | -12.50% | -12.50% | 0.00% | 19:08 | 08:14 | 13:00 | 18:51 | 22:48 | 38:45 | 09:48 | 07:15 |
 | Ghost Scepter | 9 | 8.04% | 53.2 | 55.56% | +7.02% | +44.44% | -5.56% | 0.00% | 37:28 | 29:50 | 34:30 | 35:35 | 40:01 | 47:27 | 05:31 | 04:05 |
 | Ring of Health | 4 | 3.57% | 51.1 | 75.00% | +26.85% | +25.00% | +25.00% | 0.00% | 27:13 | 21:39 | 21:39 | 26:37 | 29:05 | 31:32 | 07:26 | 05:30 |
 | Lotus Orb | 4 | 3.57% | 48.9 | 75.00% | +26.85% | +25.00% | -75.00% | 0.00% | 30:10 | 21:44 | 21:44 | 31:46 | 33:02 | 34:07 | 11:18 | 08:22 |
 | Eul's Scepter of Divinity | 2 | 1.79% | 46.8 | 100.00% | +51.82% | 0.00% | 0.00% | 0.00% | 33:44 | 25:33 | 25:33 | 41:55 | 41:55 | 41:55 | 16:22 | 12:07 |
 | Quelling Blade | 2 | 1.79% | 44.7 | 100.00% | +51.82% | 0.00% | 0.00% | 0.00% | 12:08 | -01:28 | -01:28 | 25:44 | 25:44 | 25:44 | 27:12 | 20:08 |
 | Ethereal Blade | 7 | 6.25% | 42.6 | 57.14% | +8.57% | +42.86% | -7.14% | 0.00% | 41:08 | 36:07 | 38:51 | 40:57 | 41:32 | 47:31 | 02:41 | 01:59 |
 | Urn of Shadows | 19 | 16.96% | 40.4 | 36.84% | -14.77% | +3.16% | -16.84% | -4.48% | 10:49 | 05:04 | 08:39 | 09:43 | 13:07 | 17:50 | 04:28 | 03:18 |
 | Ring of Protection | 20 | 17.86% | 38.3 | 35.00% | -17.17% | -15.00% | -15.00% | 0.00% | 09:39 | -01:29 | 04:16 | 09:05 | 11:46 | 31:26 | 07:30 | 05:33 |
 | Veil of Discord | 14 | 12.50% | 36.2 | 35.71% | -15.31% | +39.29% | -35.71% | -12.89% | 18:56 | 12:35 | 15:24 | 18:16 | 21:13 | 30:16 | 05:49 | 04:18 |
 | Ring of Basilius | 14 | 12.50% | 34.0 | 35.71% | -15.31% | +39.29% | -2.38% | -6.96% | 14:42 | 07:05 | 11:14 | 13:22 | 17:13 | 30:16 | 05:59 | 04:25 |
 | Glimmer Cape | 6 | 5.36% | 31.9 | 50.00% | +0.94% | 0.00% | -50.00% | 0.00% | 26:24 | 17:05 | 22:04 | 27:02 | 29:21 | 35:15 | 07:17 | 05:23 |
 | Octarine Core | 3 | 2.68% | 29.8 | 66.67% | +18.05% | +33.33% | 0.00% | 0.00% | 40:18 | 32:22 | 32:22 | 44:02 | 44:31 | 44:31 | 12:09 | 09:00 |
 | Spirit Vessel | 11 | 9.82% | 27.7 | 36.36% | -14.14% | +30.31% | -36.36% | -21.17% | 20:54 | 15:34 | 18:49 | 20:19 | 21:58 | 26:15 | 03:09 | 02:20 |
 | Rod of Atos | 1 | 0.89% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:07 | 41:07 | 41:07 | 41:07 | 41:07 | 41:07 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.89% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:25 | 14:25 | 14:25 | 14:25 | 14:25 | 14:25 | 00:00 | 00:00 |
 | Bottle | 1 | 0.89% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:57 | 03:57 | 03:57 | 03:57 | 03:57 | 03:57 | 00:00 | 00:00 |
 | Gleipnir | 1 | 0.89% | 19.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:39 | 41:39 | 41:39 | 41:39 | 41:39 | 41:39 | 00:00 | 00:00 |
 | Maelstrom | 6 | 5.36% | 17.0 | 33.33% | -16.67% | -33.33% | +66.67% | 0.00% | 31:17 | 20:48 | 22:08 | 29:15 | 32:52 | 50:28 | 10:44 | 07:57 |
 | Javelin | 6 | 5.36% | 14.9 | 33.33% | -16.67% | -33.33% | +66.67% | 0.00% | 29:41 | 15:50 | 17:31 | 29:15 | 32:52 | 50:28 | 15:21 | 11:22 |
 | Bracer | 8 | 7.14% | 12.8 | 25.00% | -25.96% | -25.00% | -25.00% | 0.00% | 12:39 | 04:19 | 04:50 | 14:22 | 15:08 | 26:55 | 10:18 | 07:37 |
 | Null Talisman | 3 | 2.68% | 10.6 | 33.33% | -16.21% | -33.33% | 0.00% | 0.00% | 08:44 | -01:29 | -01:29 | 12:35 | 15:05 | 15:05 | 16:34 | 12:16 |
 | Morbid Mask | 1 | 0.89% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 00:00 | 00:00 |
 | Buckler | 1 | 0.89% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.89% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:42 | 31:42 | 31:42 | 31:42 | 31:42 | 31:42 | 00:00 | 00:00 |
 | Wraith Band | 3 | 2.68% | 2.1 | 0.00% | -50.46% | 0.00% | 0.00% | 0.00% | 02:42 | -01:29 | -01:29 | 03:36 | 05:59 | 05:59 | 07:28 | 05:31 |