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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 | |
 | Ring of Health | 17 | 31.48% | 100.0 | 76.47% | +38.63% | +23.53% | +23.53% | 0.00% | 26:18 | 02:46 | 19:04 | 27:03 | 29:47 | 48:16 | 10:43 | 07:56 |
 | Aghanim's Scepter | 10 | 18.52% | 97.9 | 80.00% | +36.82% | -13.33% | +20.00% | 5.45% | 28:31 | 18:24 | 26:05 | 28:45 | 32:12 | 33:20 | 06:07 | 04:31 |
 | Skull Basher | 33 | 61.11% | 95.8 | 63.64% | +35.07% | +11.36% | -13.64% | -3.21% | 26:26 | 19:32 | 22:03 | 25:58 | 29:50 | 35:47 | 07:47 | 05:45 |
 | Arcane Boots | 41 | 75.93% | 93.8 | 58.54% | +35.46% | +11.46% | +1.46% | -3.23% | 09:47 | 05:21 | 07:04 | 08:05 | 10:10 | 32:56 | 03:06 | 02:17 |
 | Morbid Mask | 4 | 7.41% | 91.7 | 100.00% | +54.00% | 0.00% | 0.00% | 0.00% | 30:09 | 22:15 | 22:15 | 27:10 | 29:38 | 41:31 | 07:23 | 05:28 |
 | Lotus Orb | 4 | 7.41% | 89.6 | 100.00% | +54.00% | 0.00% | 0.00% | 0.00% | 32:51 | 21:03 | 21:03 | 35:17 | 36:09 | 38:55 | 15:06 | 11:11 |
 | Aghanim's Shard | 40 | 74.07% | 87.5 | 57.50% | +28.93% | +32.50% | +2.50% | -5.59% | 21:04 | 15:01 | 17:58 | 20:39 | 23:20 | 31:56 | 05:22 | 03:58 |
 | Void Stone | 24 | 44.44% | 85.4 | 62.50% | +22.50% | +20.83% | +4.17% | -1.15% | 29:47 | 16:43 | 21:56 | 27:58 | 36:22 | 50:02 | 14:26 | 10:41 |
 | Magic Stick | 48 | 88.89% | 83.3 | 52.08% | +18.75% | +6.25% | +14.59% | 3.00% | 03:53 | -01:29 | 01:57 | 02:28 | 04:44 | 15:39 | 02:47 | 02:03 |
 | Wraith Band | 6 | 11.11% | 81.3 | 83.33% | +37.50% | +16.67% | +16.67% | 0.00% | 03:10 | 01:28 | 02:23 | 02:27 | 04:23 | 05:29 | 02:00 | 01:28 |
 | Boots of Speed | 53 | 98.15% | 79.2 | 50.94% | +50.94% | +2.91% | +2.91% | 0.00% | 05:32 | 01:07 | 04:17 | 05:45 | 06:19 | 12:02 | 02:02 | 01:30 |
 | Quelling Blade | 49 | 90.74% | 77.1 | 51.02% | +11.02% | -9.35% | -1.02% | 0.00% | -01:27 | -01:30 | -01:29 | -01:29 | -01:29 | 00:10 | 00:00 | 00:00 |
 | Magic Wand | 50 | 92.59% | 75.0 | 50.00% | 0.00% | +3.85% | +8.33% | 0.85% | 06:54 | -01:29 | 03:40 | 06:16 | 08:55 | 20:18 | 05:15 | 03:53 |
 | Linken's Sphere | 10 | 18.52% | 72.9 | 70.00% | +24.55% | -3.33% | +30.00% | 4.13% | 27:13 | 18:54 | 23:16 | 27:41 | 31:20 | 36:38 | 08:04 | 05:58 |
 | Vladmir's Offering | 3 | 5.56% | 70.8 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 27:49 | 24:31 | 24:31 | 27:56 | 31:01 | 31:01 | 06:30 | 04:48 |
 | Buckler | 3 | 5.56% | 68.8 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 26:54 | 22:55 | 22:55 | 27:10 | 30:37 | 30:37 | 07:42 | 05:42 |
 | Wraith Pact | 3 | 5.56% | 66.7 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 29:58 | 27:31 | 27:31 | 29:57 | 32:27 | 32:27 | 04:56 | 03:39 |
 | Vanguard | 3 | 5.56% | 64.6 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 32:32 | 09:17 | 09:17 | 38:26 | 49:52 | 49:52 | 40:35 | 30:03 |
 | Blight Stone | 38 | 70.37% | 62.5 | 47.37% | -8.88% | +12.63% | -14.04% | -19.51% | 03:27 | -01:29 | 02:29 | 03:15 | 03:51 | 11:15 | 01:22 | 01:00 |
 | Blink Dagger | 44 | 81.48% | 60.4 | 45.45% | -24.55% | +36.37% | -9.09% | -12.57% | 18:23 | 11:11 | 16:06 | 17:52 | 19:43 | 31:33 | 03:37 | 02:40 |
 | Orb of Corrosion | 31 | 57.41% | 58.3 | 48.39% | -3.78% | +1.61% | +1.61% | 0.00% | 06:51 | 03:38 | 04:42 | 05:33 | 08:12 | 15:48 | 03:30 | 02:35 |
 | Aether Lens | 7 | 12.96% | 56.3 | 71.43% | +24.62% | +28.57% | -21.43% | -8.17% | 38:37 | 32:15 | 33:02 | 38:28 | 39:09 | 50:03 | 06:07 | 04:31 |
 | Fluffy Hat | 32 | 59.26% | 54.2 | 46.88% | -7.67% | +3.12% | +3.12% | 0.00% | 06:15 | 02:25 | 03:33 | 04:35 | 07:56 | 15:20 | 04:23 | 03:14 |
 | Diffusal Blade | 30 | 55.56% | 52.1 | 46.67% | -7.50% | +3.33% | +10.47% | 3.86% | 13:54 | 11:20 | 12:51 | 13:37 | 14:42 | 17:44 | 01:51 | 01:22 |
 | Orb of Venom | 33 | 61.11% | 50.0 | 45.45% | -11.69% | -7.95% | +4.55% | 2.67% | 05:50 | -01:29 | 03:15 | 04:32 | 07:56 | 15:20 | 04:41 | 03:28 |
 | Ring of Protection | 10 | 18.52% | 47.9 | 60.00% | +12.27% | -26.67% | +40.00% | 3.49% | 12:45 | 02:02 | 03:21 | 07:02 | 22:28 | 30:36 | 19:07 | 14:09 |
 | Bottle | 28 | 51.85% | 45.8 | 42.86% | -14.83% | 0.00% | -14.29% | -14.29% | 01:28 | 00:22 | 01:12 | 01:33 | 01:43 | 03:16 | 00:31 | 00:22 |
 | Ring of Basilius | 6 | 11.11% | 43.8 | 66.67% | +18.75% | +33.33% | +33.33% | 0.00% | 15:16 | 01:55 | 09:43 | 11:22 | 24:21 | 30:37 | 14:38 | 10:50 |
 | Bracer | 4 | 7.41% | 41.7 | 75.00% | +27.00% | +25.00% | +25.00% | 0.00% | 03:32 | 01:59 | 01:59 | 02:02 | 02:32 | 07:35 | 00:33 | 00:24 |
 | Abyssal Blade | 2 | 3.70% | 39.6 | 100.00% | +51.92% | 0.00% | 0.00% | 0.00% | 44:21 | 38:32 | 38:32 | 50:09 | 50:09 | 50:09 | 11:37 | 08:36 |
 | Octarine Core | 5 | 9.26% | 37.5 | 60.00% | +11.02% | +40.00% | -60.00% | 0.00% | 37:46 | 34:07 | 34:07 | 39:09 | 39:58 | 40:08 | 05:51 | 04:20 |
 | Urn of Shadows | 6 | 11.11% | 35.4 | 50.00% | 0.00% | 0.00% | +50.00% | 5.76% | 08:18 | 03:24 | 03:40 | 06:40 | 12:21 | 15:49 | 08:41 | 06:25 |
 | Aeon Disk | 6 | 11.11% | 33.3 | 50.00% | 0.00% | -50.00% | +50.00% | 14.93% | 38:37 | 33:40 | 35:32 | 36:36 | 42:14 | 42:25 | 06:42 | 04:57 |
 | Refresher Orb | 1 | 1.85% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:16 | 48:16 | 48:16 | 48:16 | 48:16 | 48:16 | 00:00 | 00:00 |
 | Satanic | 1 | 1.85% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:32 | 42:32 | 42:32 | 42:32 | 42:32 | 42:32 | 00:00 | 00:00 |
 | Spirit Vessel | 5 | 9.26% | 27.1 | 40.00% | -11.02% | -40.00% | -40.00% | 0.00% | 14:59 | 09:46 | 09:46 | 14:18 | 14:39 | 24:44 | 04:53 | 03:37 |
 | Eul's Scepter of Divinity | 4 | 7.41% | 25.0 | 25.00% | -27.00% | -25.00% | -25.00% | 0.00% | 25:33 | 18:40 | 18:40 | 21:10 | 30:59 | 31:23 | 12:19 | 09:07 |
 | Black King Bar | 5 | 9.26% | 22.9 | 20.00% | -33.06% | +80.00% | -20.00% | 0.00% | 34:44 | 23:45 | 23:45 | 27:02 | 47:07 | 49:21 | 23:22 | 17:18 |
 | Wind Lace | 5 | 9.26% | 20.8 | 20.00% | -33.06% | -20.00% | -20.00% | 0.00% | 23:12 | 16:56 | 16:56 | 20:50 | 29:08 | 30:25 | 12:12 | 09:02 |
 | Rod of Atos | 1 | 1.85% | 18.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:59 | 27:59 | 27:59 | 27:59 | 27:59 | 27:59 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.85% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:08 | 04:08 | 04:08 | 04:08 | 04:08 | 04:08 | 00:00 | 00:00 |
 | Power Treads | 3 | 5.56% | 14.6 | 0.00% | -52.94% | 0.00% | 0.00% | 0.00% | 11:50 | 10:09 | 10:09 | 12:02 | 13:20 | 13:20 | 03:11 | 02:21 |
 | Maelstrom | 4 | 7.41% | 12.5 | 0.00% | -54.00% | 0.00% | 0.00% | 0.00% | 20:59 | 12:30 | 12:30 | 13:52 | 19:35 | 37:57 | 07:05 | 05:14 |
 | Crown | 1 | 1.85% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:46 | 24:46 | 24:46 | 24:46 | 24:46 | 24:46 | 00:00 | 00:00 |
 | Javelin | 5 | 9.26% | 8.3 | 0.00% | -55.10% | 0.00% | 0.00% | 0.00% | 18:38 | 08:26 | 08:26 | 18:34 | 19:35 | 35:49 | 11:09 | 08:15 |
 | Overwhelming Blink | 2 | 3.70% | 6.3 | 0.00% | -51.92% | 0.00% | 0.00% | 0.00% | 49:53 | 46:33 | 46:33 | 53:12 | 53:12 | 53:12 | 06:39 | 04:55 |
 | Shiva's Guard | 1 | 1.85% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:06 | 41:06 | 41:06 | 41:06 | 41:06 | 41:06 | 00:00 | 00:00 |
 | Gleipnir | 1 | 1.85% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:15 | 28:15 | 28:15 | 28:15 | 28:15 | 28:15 | 00:00 | 00:00 |