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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 | 11 | 6.15% | 100.0 | 90.91% | +54.60% | +9.09% | +9.09% | 0.00% | 41:41 | 32:42 | 36:03 | 39:40 | 46:15 | 54:59 | 10:12 | 07:33 |
 | Boots of Travel | 6 | 3.35% | 98.0 | 100.00% | +62.43% | 0.00% | 0.00% | 0.00% | 46:31 | 40:36 | 45:27 | 46:47 | 48:15 | 50:44 | 02:48 | 02:04 |
 | Aether Lens | 62 | 34.64% | 95.9 | 53.23% | +20.75% | -3.23% | -13.23% | -0.80% | 29:33 | 14:26 | 22:57 | 28:52 | 35:30 | 51:50 | 12:33 | 09:17 |
 | Blight Stone | 109 | 60.89% | 93.9 | 46.79% | +18.22% | -2.35% | -2.35% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | -00:39 | 00:00 | 00:00 |
 | Void Stone | 74 | 41.34% | 91.8 | 48.65% | +15.32% | -6.54% | -4.21% | 0.20% | 28:13 | 14:21 | 22:29 | 27:50 | 34:03 | 44:59 | 11:34 | 08:34 |
 | Scythe of Vyse | 4 | 2.23% | 89.8 | 100.00% | +61.71% | 0.00% | 0.00% | 0.00% | 52:30 | 44:23 | 44:23 | 44:59 | 57:10 | 1:03:28 | 12:47 | 09:28 |
 | Blink Dagger | 91 | 50.84% | 87.8 | 46.15% | +13.20% | +6.02% | -2.67% | -1.08% | 26:08 | 14:30 | 21:38 | 25:02 | 29:42 | 44:19 | 08:04 | 05:58 |
 | Aghanim's Shard | 111 | 62.01% | 85.7 | 45.05% | +14.17% | +1.38% | -2.19% | -0.41% | 23:16 | 15:00 | 17:23 | 20:15 | 26:01 | 50:37 | 08:38 | 06:23 |
 | Arcane Boots | 168 | 93.85% | 83.7 | 40.48% | +13.21% | -2.38% | +2.38% | 1.17% | 13:02 | 06:36 | 10:41 | 12:15 | 14:45 | 26:33 | 04:04 | 03:00 |
 | Boots of Speed | 179 | 100.00% | 81.6 | 39.66% | +39.66% | -8.55% | +0.34% | 2.69% | 05:10 | -01:29 | 03:56 | 05:17 | 07:14 | 14:32 | 03:18 | 02:26 |
 | Glimmer Cape | 31 | 17.32% | 79.6 | 51.61% | +14.45% | +10.89% | -1.61% | -1.47% | 32:20 | 19:31 | 25:51 | 30:47 | 34:22 | 1:01:04 | 08:31 | 06:18 |
 | Wind Lace | 24 | 13.41% | 77.6 | 54.17% | +16.75% | -4.17% | +12.50% | 1.25% | 20:42 | -01:29 | 13:19 | 19:59 | 26:36 | 1:04:54 | 13:17 | 09:50 |
 | Magic Stick | 171 | 95.53% | 75.5 | 39.18% | -10.82% | -8.95% | +0.35% | 1.93% | 03:58 | -01:29 | 01:44 | 03:00 | 06:33 | 18:51 | 04:49 | 03:34 |
 | Magic Wand | 158 | 88.27% | 73.5 | 39.24% | -3.62% | +3.26% | -0.78% | -0.66% | 10:55 | -01:04 | 06:57 | 09:52 | 13:02 | 33:09 | 06:05 | 04:30 |
 | Fluffy Hat | 105 | 58.66% | 71.4 | 39.05% | -1.49% | -0.59% | +7.10% | 0.65% | 20:15 | 04:01 | 13:51 | 19:28 | 25:39 | 42:36 | 11:48 | 08:44 |
 | Force Staff | 85 | 47.49% | 69.4 | 38.82% | -1.61% | +4.04% | +8.80% | 0.50% | 26:35 | 15:58 | 21:18 | 27:04 | 30:46 | 41:11 | 09:28 | 07:00 |
 | Ethereal Blade | 10 | 5.59% | 67.3 | 60.00% | +21.54% | +40.00% | -10.00% | -3.99% | 39:05 | 31:10 | 31:52 | 37:34 | 44:24 | 54:13 | 12:32 | 09:17 |
 | Ring of Basilius | 11 | 6.15% | 65.3 | 54.55% | +15.86% | +12.12% | +12.12% | 0.00% | 11:18 | 00:25 | 05:06 | 09:13 | 11:08 | 34:46 | 06:02 | 04:28 |
 | Crown | 11 | 6.15% | 63.3 | 54.55% | +15.86% | +12.12% | +12.12% | 0.00% | 27:59 | 07:38 | 10:56 | 24:43 | 35:56 | 1:01:46 | 25:00 | 18:31 |
 | Kaya | 14 | 7.82% | 61.2 | 50.00% | +11.21% | +50.00% | -16.67% | -4.50% | 34:01 | 23:06 | 27:01 | 31:12 | 41:49 | 50:29 | 14:48 | 10:57 |
 | Tranquil Boots | 6 | 3.35% | 59.2 | 66.67% | +27.94% | +33.33% | +33.33% | 0.00% | 18:48 | 08:30 | 09:55 | 15:34 | 26:59 | 30:44 | 17:04 | 12:38 |
 | Ghost Scepter | 15 | 8.38% | 57.1 | 46.67% | +7.65% | +28.33% | +3.33% | -3.19% | 36:40 | 21:23 | 30:40 | 37:09 | 38:30 | 54:13 | 07:50 | 05:48 |
 | Quelling Blade | 12 | 6.70% | 55.1 | 50.00% | +11.08% | -50.00% | +16.67% | 0.00% | -00:30 | -01:29 | -01:29 | -01:29 | -01:29 | 06:16 | 00:00 | 00:00 |
 | Drum of Endurance | 2 | 1.12% | 53.1 | 100.00% | +61.02% | 0.00% | 0.00% | 0.00% | 33:23 | 22:04 | 22:04 | 44:41 | 44:41 | 44:41 | 22:37 | 16:45 |
 | Dagon | 2 | 1.12% | 51.0 | 100.00% | +61.02% | 0.00% | 0.00% | 0.00% | 39:42 | 36:32 | 36:32 | 42:51 | 42:51 | 42:51 | 06:19 | 04:40 |
 | Octarine Core | 5 | 2.79% | 49.0 | 60.00% | +20.92% | +40.00% | -60.00% | 0.00% | 39:56 | 36:53 | 36:53 | 38:52 | 41:30 | 43:55 | 04:37 | 03:25 |
 | Eul's Scepter of Divinity | 5 | 2.79% | 46.9 | 60.00% | +20.92% | -60.00% | +40.00% | 0.00% | 35:47 | 24:51 | 24:51 | 29:09 | 31:18 | 1:05:26 | 06:27 | 04:46 |
 | Veil of Discord | 5 | 2.79% | 44.9 | 60.00% | +20.92% | +40.00% | -60.00% | 0.00% | 19:31 | 11:42 | 11:42 | 15:41 | 23:38 | 34:47 | 11:56 | 08:50 |
 | Ring of Health | 12 | 6.70% | 42.9 | 41.67% | +2.15% | -41.67% | -8.34% | 3.22% | 35:25 | 23:30 | 29:09 | 34:47 | 39:30 | 48:31 | 10:21 | 07:40 |
 | Lotus Orb | 11 | 6.15% | 40.8 | 36.36% | -3.52% | -3.03% | -3.03% | 0.00% | 36:45 | 25:47 | 32:03 | 35:43 | 39:27 | 48:42 | 07:24 | 05:28 |
 | Wind Waker | 1 | 0.56% | 38.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:13 | 1:15:13 | 1:15:13 | 1:15:13 | 1:15:13 | 1:15:13 | 00:00 | 00:00 |
 | Bottle | 1 | 0.56% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:29 | 11:29 | 11:29 | 11:29 | 11:29 | 11:29 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.56% | 34.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.56% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:47 | 34:47 | 34:47 | 34:47 | 34:47 | 34:47 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 0.56% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:58 | 46:58 | 46:58 | 46:58 | 46:58 | 46:58 | 00:00 | 00:00 |
 | Headdress | 7 | 3.91% | 28.6 | 28.57% | -11.55% | -28.57% | +21.43% | 6.20% | 21:55 | 12:41 | 13:19 | 19:53 | 21:23 | 37:03 | 08:04 | 05:58 |
 | Gleipnir | 2 | 1.12% | 26.5 | 50.00% | +10.45% | +50.00% | 0.00% | 0.00% | 56:39 | 44:43 | 44:43 | 1:08:35 | 1:08:35 | 1:08:35 | 23:52 | 17:40 |
 | Guardian Greaves | 3 | 1.68% | 24.5 | 33.33% | -6.44% | -33.33% | 0.00% | 0.00% | 30:04 | 22:04 | 22:04 | 27:54 | 40:13 | 40:13 | 18:09 | 13:26 |
 | Maelstrom | 3 | 1.68% | 22.4 | 33.33% | -6.44% | -33.33% | 0.00% | 0.00% | 48:02 | 37:48 | 37:48 | 37:51 | 1:08:27 | 1:08:27 | 30:39 | 22:42 |
 | Javelin | 3 | 1.68% | 20.4 | 33.33% | -6.44% | -33.33% | 0.00% | 0.00% | 44:44 | 27:55 | 27:55 | 37:51 | 1:08:27 | 1:08:27 | 40:32 | 30:01 |
 | Rod of Atos | 4 | 2.23% | 18.4 | 25.00% | -15.00% | -25.00% | -25.00% | 0.00% | 39:43 | 23:58 | 23:58 | 28:52 | 44:15 | 1:01:46 | 20:17 | 15:01 |
 | Buckler | 4 | 2.23% | 16.3 | 25.00% | -15.00% | -25.00% | -25.00% | 0.00% | 27:13 | 17:54 | 17:54 | 22:35 | 28:09 | 40:13 | 10:15 | 07:35 |
 | Mekansm | 6 | 3.35% | 14.3 | 16.67% | -23.79% | -16.67% | -16.67% | 0.00% | 21:22 | 16:33 | 18:02 | 19:27 | 21:23 | 32:56 | 03:21 | 02:28 |
 | Chainmail | 6 | 3.35% | 12.2 | 16.67% | -23.79% | -16.67% | -16.67% | 0.00% | 19:41 | 12:42 | 15:04 | 16:09 | 21:23 | 32:56 | 06:19 | 04:40 |
 | Ring of Protection | 8 | 4.47% | 10.2 | 12.50% | -28.44% | -12.50% | -12.50% | 0.00% | 19:27 | -01:29 | 05:39 | 17:54 | 26:04 | 40:13 | 20:25 | 15:07 |
 | Urn of Shadows | 4 | 2.23% | 8.2 | 0.00% | -40.57% | 0.00% | 0.00% | 0.00% | 20:27 | 07:58 | 07:58 | 09:46 | 26:04 | 38:01 | 18:06 | 13:24 |
 | Wraith Band | 3 | 1.68% | 6.1 | 0.00% | -40.34% | 0.00% | 0.00% | 0.00% | 21:29 | 01:57 | 01:57 | 24:51 | 37:39 | 37:39 | 35:42 | 26:26 |
 | Bracer | 3 | 1.68% | 4.1 | 0.00% | -40.34% | 0.00% | 0.00% | 0.00% | 19:14 | 11:27 | 11:27 | 14:50 | 31:24 | 31:24 | 19:57 | 14:46 |
 | Spirit Vessel | 3 | 1.68% | 2.0 | 0.00% | -40.34% | 0.00% | 0.00% | 0.00% | 24:29 | 16:59 | 16:59 | 17:59 | 38:28 | 38:28 | 21:29 | 15:54 |