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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 | |
 | Abyssal Blade | 5 | 15.63% | 100.0 | 100.00% | +62.96% | 0.00% | 0.00% | 0.00% | 38:05 | 34:55 | 34:55 | 37:14 | 38:36 | 43:47 | 03:41 | 02:43 |
 | Vanguard | 5 | 15.63% | 98.1 | 100.00% | +62.96% | 0.00% | 0.00% | 0.00% | 37:56 | 34:55 | 34:55 | 37:04 | 38:13 | 43:46 | 03:18 | 02:26 |
 | Skull Basher | 8 | 25.00% | 96.2 | 87.50% | +54.17% | -37.50% | +12.50% | 15.38% | 32:31 | 25:25 | 31:14 | 32:26 | 34:29 | 36:05 | 03:15 | 02:24 |
 | Ring of Health | 10 | 31.25% | 94.3 | 80.00% | +48.18% | -13.33% | +20.00% | 1.43% | 24:56 | 05:10 | 13:22 | 15:36 | 36:39 | 43:46 | 23:17 | 17:14 |
 | Black King Bar | 24 | 75.00% | 92.5 | 54.17% | +29.17% | +12.50% | +12.50% | 0.00% | 21:25 | 17:15 | 18:46 | 20:08 | 21:47 | 37:04 | 03:01 | 02:14 |
 | Refresher Orb | 5 | 15.63% | 90.6 | 80.00% | +39.26% | +20.00% | +20.00% | 0.00% | 44:14 | 38:27 | 38:27 | 41:24 | 48:38 | 52:16 | 10:11 | 07:32 |
 | Power Treads | 24 | 75.00% | 88.7 | 50.00% | +12.50% | +33.33% | 0.00% | -19.80% | 07:10 | 04:24 | 05:47 | 06:14 | 07:28 | 14:03 | 01:41 | 01:14 |
 | Magic Stick | 30 | 93.75% | 86.8 | 46.67% | -3.33% | +3.33% | +10.47% | 3.02% | 01:24 | -01:30 | -01:29 | 00:45 | 03:51 | 07:08 | 05:20 | 03:57 |
 | Void Stone | 12 | 37.50% | 84.9 | 58.33% | +18.33% | +8.34% | +41.67% | 7.81% | 18:27 | 08:32 | 09:51 | 11:51 | 14:07 | 51:36 | 04:16 | 03:09 |
 | Magic Wand | 26 | 81.25% | 83.0 | 46.15% | -3.85% | +25.28% | -12.82% | -12.22% | 06:06 | 00:50 | 04:04 | 05:13 | 07:11 | 16:32 | 03:07 | 02:18 |
 | Eye of Skadi | 13 | 40.63% | 81.1 | 53.85% | +11.74% | +12.82% | -20.52% | -7.94% | 29:45 | 24:33 | 26:48 | 29:10 | 31:00 | 38:04 | 04:12 | 03:06 |
 | Maelstrom | 8 | 25.00% | 79.2 | 62.50% | +20.83% | +37.50% | +37.50% | 0.00% | 18:33 | 11:42 | 12:25 | 13:52 | 18:11 | 33:03 | 05:46 | 04:16 |
 | Boots of Speed | 28 | 87.50% | 77.4 | 42.86% | -32.14% | +14.28% | 0.00% | -6.75% | 04:03 | 01:15 | 02:08 | 03:26 | 04:15 | 10:48 | 02:07 | 01:34 |
 | Quelling Blade | 22 | 68.75% | 75.5 | 45.45% | -4.55% | +4.55% | -5.45% | 0.00% | -00:53 | -01:30 | -01:29 | -01:29 | -01:29 | 11:35 | 00:00 | 00:00 |
 | Crystalys | 6 | 18.75% | 73.6 | 66.67% | +24.36% | -16.67% | +33.33% | 8.45% | 33:07 | 26:20 | 27:55 | 29:25 | 33:50 | 47:55 | 05:55 | 04:22 |
 | Blight Stone | 17 | 53.13% | 71.7 | 47.06% | +0.39% | -22.06% | +27.94% | 5.47% | 10:28 | 02:08 | 05:54 | 06:48 | 15:02 | 26:00 | 09:08 | 06:45 |
 | Orb of Venom | 24 | 75.00% | 69.8 | 41.67% | -20.83% | +8.33% | -41.67% | -50.00% | 00:02 | -01:29 | -01:29 | -01:29 | 01:42 | 04:31 | 03:11 | 02:21 |
 | Javelin | 9 | 28.13% | 67.9 | 55.56% | +12.08% | +44.44% | -5.56% | -2.51% | 17:04 | 07:38 | 07:47 | 13:41 | 27:40 | 33:51 | 19:53 | 14:43 |
 | Ring of Protection | 2 | 6.25% | 66.0 | 100.00% | +56.67% | 0.00% | 0.00% | 0.00% | 15:05 | 09:35 | 09:35 | 20:35 | 20:35 | 20:35 | 11:00 | 08:08 |
 | Mjollnir | 2 | 6.25% | 64.2 | 100.00% | +56.67% | 0.00% | 0.00% | 0.00% | 27:23 | 23:10 | 23:10 | 31:36 | 31:36 | 31:36 | 08:26 | 06:14 |
 | Aghanim's Scepter | 2 | 6.25% | 62.3 | 100.00% | +56.67% | 0.00% | 0.00% | 0.00% | 24:53 | 24:24 | 24:24 | 25:22 | 25:22 | 25:22 | 00:58 | 00:42 |
 | Fluffy Hat | 14 | 43.75% | 60.4 | 42.86% | -7.14% | -17.86% | +23.81% | 14.79% | 07:41 | 03:25 | 04:42 | 06:10 | 07:31 | 18:21 | 02:49 | 02:05 |
 | Orb of Corrosion | 14 | 43.75% | 58.5 | 42.86% | -7.14% | -17.86% | +23.81% | 20.66% | 08:35 | 04:08 | 06:27 | 07:28 | 08:28 | 18:56 | 02:01 | 01:29 |
 | Battle Fury | 5 | 15.63% | 56.6 | 60.00% | +15.56% | +40.00% | -60.00% | -65.22% | 14:31 | 13:35 | 13:35 | 14:17 | 15:07 | 15:43 | 01:32 | 01:08 |
 | Desolator | 3 | 9.38% | 54.7 | 66.67% | +21.84% | +33.33% | 0.00% | -11.56% | 25:03 | 23:58 | 23:58 | 24:19 | 26:51 | 26:51 | 02:53 | 02:08 |
 | Daedalus | 3 | 9.38% | 52.8 | 66.67% | +21.84% | +33.33% | 0.00% | -2.06% | 42:40 | 32:11 | 32:11 | 47:29 | 48:20 | 48:20 | 16:09 | 11:57 |
 | Echo Sabre | 12 | 37.50% | 50.9 | 33.33% | -21.67% | -33.33% | 0.00% | 16.81% | 12:46 | 11:19 | 11:31 | 11:48 | 13:30 | 16:40 | 01:59 | 01:28 |
 | Spirit Vessel | 1 | 3.13% | 49.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:54 | 16:54 | 16:54 | 16:54 | 16:54 | 16:54 | 00:00 | 00:00 |
 | Butterfly | 1 | 3.13% | 47.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:34 | 32:34 | 32:34 | 32:34 | 32:34 | 32:34 | 00:00 | 00:00 |
 | Witch Blade | 1 | 3.13% | 45.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:31 | 38:31 | 38:31 | 38:31 | 38:31 | 38:31 | 00:00 | 00:00 |
 | Silver Edge | 1 | 3.13% | 43.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:59 | 33:59 | 33:59 | 33:59 | 33:59 | 33:59 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 3.13% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:19 | 33:19 | 33:19 | 33:19 | 33:19 | 33:19 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 3.13% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:52 | 37:52 | 37:52 | 37:52 | 37:52 | 37:52 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 3.13% | 37.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:30 | 12:30 | 12:30 | 12:30 | 12:30 | 12:30 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 3.13% | 35.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:35 | 20:35 | 20:35 | 20:35 | 20:35 | 20:35 | 00:00 | 00:00 |
 | Buckler | 1 | 3.13% | 35.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:35 | 20:35 | 20:35 | 20:35 | 20:35 | 20:35 | 00:00 | 00:00 |
 | Yasha | 1 | 3.13% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:40 | 33:40 | 33:40 | 33:40 | 33:40 | 33:40 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 3.13% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:59 | 19:59 | 19:59 | 19:59 | 19:59 | 19:59 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 3.13% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:01 | 23:01 | 23:01 | 23:01 | 23:01 | 23:01 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 3.13% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 3.13% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:36 | 20:36 | 20:36 | 20:36 | 20:36 | 20:36 | 00:00 | 00:00 |
 | Crown | 2 | 6.25% | 22.6 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 25:52 | 18:17 | 18:17 | 33:26 | 33:26 | 33:26 | 15:09 | 11:13 |
 | Gleipnir | 2 | 6.25% | 20.8 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 32:53 | 32:05 | 32:05 | 33:40 | 33:40 | 33:40 | 01:35 | 01:10 |
 | Wind Lace | 2 | 6.25% | 18.9 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 21:05 | 17:16 | 17:16 | 24:53 | 24:53 | 24:53 | 07:37 | 05:38 |
 | Rod of Atos | 2 | 6.25% | 17.0 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 30:32 | 27:38 | 27:38 | 33:26 | 33:26 | 33:26 | 05:48 | 04:17 |
 | Chainmail | 2 | 6.25% | 15.1 | 50.00% | +3.33% | -50.00% | 0.00% | 0.00% | 23:15 | 07:58 | 07:58 | 38:31 | 38:31 | 38:31 | 30:33 | 22:37 |
 | Wraith Band | 3 | 9.38% | 13.2 | 33.33% | -14.95% | +66.67% | 0.00% | -34.48% | 01:56 | 01:09 | 01:09 | 01:33 | 03:05 | 03:05 | 01:56 | 01:25 |
 | Orchid Malevolence | 4 | 12.50% | 11.3 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 21:55 | 18:34 | 18:34 | 22:45 | 22:50 | 23:31 | 04:16 | 03:09 |
 | Glimmer Cape | 1 | 3.13% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:22 | 30:22 | 30:22 | 30:22 | 30:22 | 30:22 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 3.13% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 3.13% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 00:00 | 00:00 |
 | Phase Boots | 1 | 3.13% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:46 | 09:46 | 09:46 | 09:46 | 09:46 | 09:46 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 3.13% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:08 | 49:08 | 49:08 | 49:08 | 49:08 | 49:08 | 00:00 | 00:00 |