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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 | |
 | Overwhelming Blink | 6 | 30.00% | 100.0 | 83.33% | +61.90% | +16.67% | +16.67% | 0.00% | 36:22 | 29:57 | 31:54 | 35:43 | 38:39 | 43:43 | 06:45 | 05:00 |
 | Magic Wand | 7 | 35.00% | 98.0 | 71.43% | +48.35% | -21.43% | +28.57% | 9.52% | 08:01 | -01:29 | 04:09 | 09:01 | 09:24 | 16:33 | 05:15 | 03:53 |
 | Ring of Health | 10 | 50.00% | 95.9 | 60.00% | +40.00% | +6.67% | -10.00% | -2.15% | 31:37 | 24:50 | 27:20 | 32:17 | 35:05 | 36:46 | 07:45 | 05:44 |
 | Abyssal Blade | 9 | 45.00% | 93.9 | 55.56% | +28.29% | +44.44% | -5.56% | -9.93% | 36:07 | 27:00 | 30:54 | 34:14 | 35:56 | 58:27 | 05:02 | 03:43 |
 | Vanguard | 9 | 45.00% | 91.8 | 55.56% | +28.29% | +44.44% | -5.56% | -9.38% | 35:42 | 26:46 | 30:24 | 33:58 | 35:44 | 57:21 | 05:20 | 03:57 |
 | Magic Stick | 15 | 75.00% | 89.8 | 46.67% | +26.67% | -21.67% | +3.33% | 25.00% | 00:23 | -01:29 | -01:29 | -01:29 | 01:54 | 07:19 | 03:23 | 02:30 |
 | Boots of Speed | 20 | 100.00% | 87.8 | 40.00% | +40.00% | 0.00% | 0.00% | 0.00% | 04:20 | 01:28 | 02:23 | 03:42 | 04:39 | 12:46 | 02:16 | 01:40 |
 | Buckler | 17 | 85.00% | 85.7 | 41.18% | +7.85% | +8.82% | -41.18% | -10.87% | 24:04 | 20:13 | 21:10 | 23:37 | 25:46 | 28:35 | 04:36 | 03:24 |
 | Quelling Blade | 17 | 85.00% | 83.7 | 41.18% | +7.85% | -16.18% | +33.82% | 0.00% | -01:12 | -01:29 | -01:29 | -01:29 | -01:29 | 01:41 | 00:00 | 00:00 |
 | Ring of Protection | 19 | 95.00% | 81.6 | 36.84% | -63.16% | +3.16% | -16.84% | -4.21% | 05:44 | -01:29 | 02:02 | 05:53 | 06:47 | 23:31 | 04:45 | 03:31 |
 | Blink Dagger | 15 | 75.00% | 79.6 | 40.00% | 0.00% | +10.00% | -15.00% | -5.43% | 22:48 | 13:50 | 20:40 | 21:47 | 25:16 | 32:32 | 04:36 | 03:24 |
 | Radiance | 16 | 80.00% | 77.6 | 37.50% | -12.50% | +12.50% | -12.50% | -10.07% | 15:04 | 12:12 | 13:35 | 14:45 | 16:04 | 17:20 | 02:29 | 01:50 |
 | Black King Bar | 16 | 80.00% | 75.5 | 37.50% | -12.50% | -12.50% | -12.50% | 0.00% | 19:20 | 16:22 | 17:52 | 18:47 | 20:15 | 23:46 | 02:23 | 01:45 |
 | Assault Cuirass | 16 | 80.00% | 73.5 | 37.50% | -12.50% | +12.50% | -37.50% | -12.40% | 25:15 | 21:17 | 22:57 | 24:27 | 26:59 | 30:05 | 04:02 | 02:59 |
 | Skull Basher | 12 | 60.00% | 71.4 | 41.67% | +4.17% | +25.00% | -41.67% | -16.88% | 32:00 | 23:52 | 28:16 | 28:32 | 32:13 | 58:11 | 03:57 | 02:55 |
 | Soul Ring | 18 | 90.00% | 69.4 | 33.33% | -66.67% | +26.67% | -33.33% | -16.51% | 06:39 | 02:53 | 04:11 | 07:02 | 07:49 | 12:52 | 03:38 | 02:41 |
 | Phase Boots | 15 | 75.00% | 67.3 | 33.33% | -26.67% | +16.67% | +16.67% | 0.00% | 07:21 | 05:07 | 05:42 | 06:48 | 07:56 | 13:46 | 02:14 | 01:39 |
 | Chainmail | 16 | 80.00% | 65.3 | 31.25% | -43.75% | -31.25% | -6.25% | 5.93% | 06:30 | 02:00 | 03:21 | 05:29 | 07:34 | 20:12 | 04:13 | 03:07 |
 | Aghanim's Scepter | 7 | 35.00% | 63.3 | 42.86% | +4.40% | +7.14% | -42.86% | -2.84% | 34:09 | 20:36 | 20:58 | 38:08 | 38:36 | 42:48 | 17:38 | 13:03 |
 | Aghanim's Shard | 8 | 40.00% | 61.2 | 37.50% | -4.17% | +12.50% | -37.50% | -12.00% | 31:48 | 28:14 | 29:10 | 29:37 | 33:20 | 38:55 | 04:10 | 03:05 |
 | Wind Lace | 4 | 20.00% | 59.2 | 50.00% | +12.50% | +50.00% | -50.00% | -2.95% | 24:55 | 07:12 | 07:12 | 09:52 | 41:03 | 41:31 | 33:51 | 25:04 |
 | Drum of Endurance | 1 | 5.00% | 57.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:43 | 43:43 | 43:43 | 43:43 | 43:43 | 43:43 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 5.00% | 55.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:10 | 23:10 | 23:10 | 23:10 | 23:10 | 23:10 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 5.00% | 53.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 5.00% | 51.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 00:00 | 00:00 |
 | Power Treads | 1 | 5.00% | 49.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:04 | 05:04 | 05:04 | 05:04 | 05:04 | 05:04 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 5.00% | 46.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:45 | 42:45 | 42:45 | 42:45 | 42:45 | 42:45 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 5.00% | 44.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:45 | 24:45 | 24:45 | 24:45 | 24:45 | 24:45 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 5.00% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:50 | 30:50 | 30:50 | 30:50 | 30:50 | 30:50 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 5.00% | 40.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:09 | 04:09 | 04:09 | 04:09 | 04:09 | 04:09 | 00:00 | 00:00 |
 | Void Stone | 2 | 10.00% | 38.8 | 50.00% | +11.11% | -50.00% | 0.00% | 0.00% | 33:47 | 24:50 | 24:50 | 42:44 | 42:44 | 42:44 | 17:54 | 13:15 |
 | Fluffy Hat | 2 | 10.00% | 36.7 | 50.00% | +11.11% | +50.00% | 0.00% | 0.00% | 29:20 | 28:25 | 28:25 | 30:15 | 30:15 | 30:15 | 01:50 | 01:21 |
 | Crown | 2 | 10.00% | 34.7 | 50.00% | +11.11% | +50.00% | 0.00% | 0.00% | 41:17 | 41:03 | 41:03 | 41:31 | 41:31 | 41:31 | 00:28 | 00:20 |
 | Moon Shard | 2 | 10.00% | 32.7 | 50.00% | +11.11% | +50.00% | 0.00% | 0.00% | 48:46 | 47:29 | 47:29 | 50:03 | 50:03 | 50:03 | 02:34 | 01:54 |
 | Blight Stone | 2 | 10.00% | 30.6 | 50.00% | +11.11% | +50.00% | 0.00% | 0.00% | 29:55 | 19:10 | 19:10 | 40:40 | 40:40 | 40:40 | 21:30 | 15:55 |
 | Solar Crest | 2 | 10.00% | 28.6 | 50.00% | +11.11% | -50.00% | 0.00% | 0.00% | 41:56 | 41:36 | 41:36 | 42:15 | 42:15 | 42:15 | 00:39 | 00:28 |
 | Medallion of Courage | 2 | 10.00% | 26.5 | 50.00% | +11.11% | +50.00% | 0.00% | 0.00% | 30:18 | 19:56 | 19:56 | 40:40 | 40:40 | 40:40 | 20:44 | 15:21 |
 | Force Staff | 2 | 10.00% | 24.5 | 50.00% | +11.11% | +50.00% | 0.00% | 0.00% | 29:20 | 28:25 | 28:25 | 30:15 | 30:15 | 30:15 | 01:50 | 01:21 |
 | Headdress | 2 | 10.00% | 22.4 | 50.00% | +11.11% | -50.00% | 0.00% | 0.00% | 21:10 | 14:58 | 14:58 | 27:22 | 27:22 | 27:22 | 12:24 | 09:11 |
 | Linken's Sphere | 1 | 5.00% | 20.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:58 | 24:58 | 24:58 | 24:58 | 24:58 | 24:58 | 00:00 | 00:00 |
 | Javelin | 1 | 5.00% | 18.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:13 | 29:13 | 29:13 | 29:13 | 29:13 | 29:13 | 00:00 | 00:00 |
 | Nullifier | 1 | 5.00% | 16.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:29 | 36:29 | 36:29 | 36:29 | 36:29 | 36:29 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 5.00% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Mekansm | 1 | 5.00% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:37 | 20:37 | 20:37 | 20:37 | 20:37 | 20:37 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 5.00% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 5.00% | 8.2 | 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 |
 | Helm of Iron Will | 1 | 5.00% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:05 | 36:05 | 36:05 | 36:05 | 36:05 | 36:05 | 00:00 | 00:00 |
 | Swift Blink | 1 | 5.00% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:10 | 31:10 | 31:10 | 31:10 | 31:10 | 31:10 | 00:00 | 00:00 |
 | Bracer | 1 | 5.00% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:20 | 02:20 | 02:20 | 02:20 | 02:20 | 02:20 | 00:00 | 00:00 |