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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 | |
 | Chainmail | 10 | 66.67% | 100.0 | 70.00% | +50.00% | -3.33% | +30.00% | 16.00% | 05:43 | 03:08 | 04:59 | 05:05 | 07:04 | 07:54 | 02:05 | 01:32 |
 | Phase Boots | 10 | 66.67% | 97.9 | 70.00% | +50.00% | -3.33% | +30.00% | 15.15% | 06:36 | 04:03 | 05:36 | 05:47 | 07:48 | 10:35 | 02:12 | 01:37 |
 | Boots of Speed | 15 | 100.00% | 95.8 | 53.33% | +53.33% | -3.33% | +21.67% | 7.50% | 03:35 | 01:29 | 01:55 | 02:19 | 05:15 | 08:29 | 03:20 | 02:28 |
 | Black King Bar | 13 | 86.67% | 93.8 | 53.85% | +3.85% | +12.82% | +12.82% | 0.00% | 20:27 | 16:11 | 16:48 | 18:54 | 19:17 | 35:34 | 02:29 | 01:50 |
 | Void Stone | 6 | 40.00% | 91.7 | 66.67% | +22.23% | -16.67% | +33.33% | 2.81% | 34:06 | 19:38 | 25:37 | 28:05 | 43:23 | 49:44 | 17:46 | 13:09 |
 | Quelling Blade | 14 | 93.33% | 89.6 | 50.00% | -50.00% | +25.00% | -16.67% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Eye of Skadi | 4 | 26.67% | 87.5 | 75.00% | +29.55% | +25.00% | +25.00% | 0.00% | 28:38 | 22:45 | 22:45 | 27:08 | 28:44 | 35:55 | 05:59 | 04:25 |
 | Blight Stone | 2 | 13.33% | 85.4 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 02:55 | 02:51 | 02:51 | 02:59 | 02:59 | 02:59 | 00:08 | 00:05 |
 | Crown | 2 | 13.33% | 83.3 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 11:26 | 08:57 | 08:57 | 13:54 | 13:54 | 13:54 | 04:57 | 03:40 |
 | Orb of Corrosion | 2 | 13.33% | 81.3 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 03:54 | 03:17 | 03:17 | 04:30 | 04:30 | 04:30 | 01:13 | 00:54 |
 | Fluffy Hat | 2 | 13.33% | 79.2 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 03:23 | 03:03 | 03:03 | 03:43 | 03:43 | 03:43 | 00:40 | 00:29 |
 | Blink Dagger | 2 | 13.33% | 77.1 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 28:45 | 25:41 | 25:41 | 31:48 | 31:48 | 31:48 | 06:07 | 04:31 |
 | Magic Wand | 9 | 60.00% | 75.0 | 55.56% | +5.56% | -5.56% | -5.56% | 0.00% | 06:19 | 01:44 | 03:09 | 04:43 | 08:40 | 11:41 | 05:31 | 04:05 |
 | Magic Stick | 13 | 86.67% | 72.9 | 46.15% | -53.85% | -12.82% | +20.52% | 33.34% | -00:19 | -01:29 | -01:29 | -01:29 | 00:33 | 05:55 | 02:02 | 01:30 |
 | Maelstrom | 10 | 66.67% | 70.8 | 50.00% | -10.00% | -16.67% | 0.00% | 7.30% | 11:35 | 08:21 | 10:21 | 11:27 | 12:38 | 14:20 | 02:17 | 01:41 |
 | Javelin | 11 | 73.33% | 68.8 | 45.45% | -29.55% | -12.12% | +54.55% | 50.00% | 07:18 | 04:47 | 06:20 | 07:11 | 07:40 | 10:02 | 01:20 | 00:59 |
 | Sange | 6 | 40.00% | 66.7 | 50.00% | -5.56% | 0.00% | -50.00% | -5.59% | 25:44 | 19:32 | 20:11 | 22:00 | 29:08 | 36:47 | 08:57 | 06:37 |
 | Skull Basher | 10 | 66.67% | 64.6 | 40.00% | -40.00% | -6.67% | +60.00% | 13.84% | 30:17 | 25:13 | 28:18 | 30:12 | 33:07 | 34:51 | 04:49 | 03:34 |
 | Refresher Orb | 3 | 20.00% | 62.5 | 66.67% | +16.67% | +33.33% | 0.00% | -2.82% | 44:00 | 38:24 | 38:24 | 43:23 | 50:13 | 50:13 | 11:49 | 08:45 |
 | Orb of Venom | 3 | 20.00% | 60.4 | 66.67% | +16.67% | -66.67% | 0.00% | 39.22% | 02:22 | 01:17 | 01:17 | 02:51 | 02:59 | 02:59 | 01:42 | 01:15 |
 | Mjollnir | 3 | 20.00% | 58.3 | 66.67% | +16.67% | +33.33% | 0.00% | -2.49% | 31:46 | 24:50 | 24:50 | 32:13 | 38:14 | 38:14 | 13:24 | 09:55 |
 | Ring of Health | 7 | 46.67% | 56.3 | 42.86% | -19.64% | +7.14% | +7.14% | 0.00% | 37:43 | 21:02 | 25:37 | 41:14 | 43:23 | 49:44 | 17:46 | 13:09 |
 | Yasha | 4 | 26.67% | 54.2 | 50.00% | -4.55% | -50.00% | +50.00% | 10.53% | 26:12 | 14:47 | 14:47 | 23:48 | 24:17 | 41:57 | 09:30 | 07:02 |
 | Rod of Atos | 1 | 6.67% | 52.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 6.67% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:34 | 16:34 | 16:34 | 16:34 | 16:34 | 16:34 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 6.67% | 47.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:29 | 27:29 | 27:29 | 27:29 | 27:29 | 27:29 | 00:00 | 00:00 |
 | Swift Blink | 1 | 6.67% | 45.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:33 | 42:33 | 42:33 | 42:33 | 42:33 | 42:33 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 6.67% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:47 | 01:47 | 01:47 | 01:47 | 01:47 | 01:47 | 00:00 | 00:00 |
 | Kaya | 1 | 6.67% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:46 | 39:46 | 39:46 | 39:46 | 39:46 | 39:46 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 6.67% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:51 | 15:51 | 15:51 | 15:51 | 15:51 | 15:51 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 6.67% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 00:00 | 00:00 |
 | Aether Lens | 1 | 6.67% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:16 | 28:16 | 28:16 | 28:16 | 28:16 | 28:16 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 6.67% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:01 | 06:01 | 06:01 | 06:01 | 06:01 | 06:01 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 6.67% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:02 | 13:02 | 13:02 | 13:02 | 13:02 | 13:02 | 00:00 | 00:00 |
 | Octarine Core | 1 | 6.67% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:28 | 40:28 | 40:28 | 40:28 | 40:28 | 40:28 | 00:00 | 00:00 |
 | Wraith Band | 5 | 33.33% | 27.1 | 40.00% | -20.00% | -40.00% | +60.00% | 63.16% | 06:14 | 01:54 | 01:54 | 02:37 | 03:29 | 21:03 | 01:35 | 01:10 |
 | Aghanim's Shard | 6 | 40.00% | 25.0 | 33.33% | -33.34% | +16.67% | -33.33% | -5.42% | 27:10 | 20:24 | 20:55 | 25:34 | 30:08 | 36:42 | 09:13 | 06:49 |
 | Linken's Sphere | 2 | 13.33% | 22.9 | 50.00% | -3.85% | +50.00% | 0.00% | 0.00% | 23:23 | 21:08 | 21:08 | 25:37 | 25:37 | 25:37 | 04:29 | 03:19 |
 | Heaven's Halberd | 2 | 13.33% | 20.8 | 50.00% | -3.85% | +50.00% | 0.00% | 0.00% | 30:36 | 23:11 | 23:11 | 38:01 | 38:01 | 38:01 | 14:50 | 10:59 |
 | Sange and Yasha | 3 | 20.00% | 18.8 | 33.33% | -25.00% | -33.33% | 0.00% | 10.69% | 25:17 | 24:00 | 24:00 | 24:43 | 27:07 | 27:07 | 03:07 | 02:18 |
 | Abyssal Blade | 2 | 13.33% | 16.7 | 0.00% | -61.54% | 0.00% | 0.00% | 0.00% | 43:09 | 41:17 | 41:17 | 45:00 | 45:00 | 45:00 | 03:43 | 02:45 |
 | Silver Edge | 1 | 6.67% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:42 | 51:42 | 51:42 | 51:42 | 51:42 | 51:42 | 00:00 | 00:00 |
 | Shadow Blade | 2 | 13.33% | 12.5 | 0.00% | -61.54% | 0.00% | 0.00% | 0.00% | 36:29 | 25:07 | 25:07 | 47:51 | 47:51 | 47:51 | 22:44 | 16:50 |
 | Crystalys | 1 | 6.67% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:39 | 51:39 | 51:39 | 51:39 | 51:39 | 51:39 | 00:00 | 00:00 |
 | Vanguard | 2 | 13.33% | 8.3 | 0.00% | -61.54% | 0.00% | 0.00% | 0.00% | 43:02 | 41:14 | 41:14 | 44:50 | 44:50 | 44:50 | 03:36 | 02:40 |
 | Aghanim's Scepter | 1 | 6.67% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 00:00 | 00:00 |
 | Power Treads | 4 | 26.67% | 4.2 | 0.00% | -72.73% | 0.00% | 0.00% | 0.00% | 06:29 | 05:03 | 05:03 | 05:14 | 05:37 | 10:02 | 00:34 | 00:25 |
 | Morbid Mask | 1 | 6.67% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:39 | 43:39 | 43:39 | 43:39 | 43:39 | 43:39 | 00:00 | 00:00 |