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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 | 29 | 30.21% | 100.0 | 79.31% | +50.95% | +6.40% | -7.88% | -1.54% | 37:10 | 29:04 | 32:02 | 34:53 | 41:17 | 55:37 | 09:15 | 06:51 |
 | Vanguard | 29 | 30.21% | 97.9 | 79.31% | +50.95% | +6.40% | -7.88% | -1.40% | 36:40 | 26:21 | 30:52 | 34:12 | 41:05 | 55:32 | 10:13 | 07:34 |
 | Skull Basher | 48 | 50.00% | 95.7 | 64.58% | +41.66% | +18.75% | -6.25% | -4.29% | 30:20 | 19:46 | 26:34 | 29:03 | 32:24 | 50:55 | 05:50 | 04:19 |
 | Ring of Health | 45 | 46.88% | 93.6 | 62.22% | +34.77% | -7.67% | +10.51% | 0.62% | 18:43 | 02:18 | 04:01 | 13:14 | 33:28 | 55:32 | 29:27 | 21:48 |
 | Aghanim's Scepter | 49 | 51.04% | 91.5 | 61.22% | +35.69% | -2.89% | -19.55% | -2.15% | 28:28 | 17:34 | 24:41 | 28:13 | 32:25 | 43:37 | 07:44 | 05:43 |
 | Aghanim's Blessing | 17 | 17.71% | 89.4 | 70.59% | +32.62% | +29.41% | +4.41% | -3.44% | 42:30 | 34:21 | 38:00 | 42:46 | 45:16 | 56:11 | 07:16 | 05:22 |
 | Manta Style | 13 | 13.54% | 87.2 | 69.23% | +29.47% | -2.56% | -35.90% | 0.00% | 21:54 | 15:36 | 18:28 | 20:14 | 22:58 | 30:46 | 04:30 | 03:20 |
 | Yasha | 13 | 13.54% | 85.1 | 69.23% | +29.47% | -35.90% | -35.90% | 0.00% | 19:27 | 13:51 | 16:22 | 17:33 | 21:48 | 29:21 | 05:26 | 04:01 |
 | Aghanim's Shard | 49 | 51.04% | 83.0 | 51.02% | +14.85% | -1.02% | +7.31% | 1.14% | 28:11 | 20:56 | 23:46 | 27:00 | 31:06 | 48:38 | 07:20 | 05:25 |
 | Monkey King Bar | 6 | 6.25% | 80.9 | 83.33% | +42.22% | +16.67% | +16.67% | 0.00% | 37:07 | 27:23 | 29:47 | 36:51 | 42:42 | 46:35 | 12:55 | 09:34 |
 | Void Stone | 25 | 26.04% | 78.7 | 56.00% | +16.56% | -6.00% | -22.67% | -6.95% | 13:04 | 07:58 | 12:05 | 13:03 | 14:29 | 17:44 | 02:24 | 01:46 |
 | Desolator | 68 | 70.83% | 76.6 | 47.06% | +11.35% | +23.53% | -35.30% | -9.14% | 23:30 | 15:20 | 19:44 | 24:14 | 26:10 | 32:04 | 06:26 | 04:45 |
 | Power Treads | 96 | 100.00% | 74.5 | 43.75% | +43.75% | -6.25% | -6.25% | 0.00% | 08:01 | 03:16 | 06:04 | 07:18 | 09:15 | 17:21 | 03:11 | 02:21 |
 | Boots of Speed | 96 | 100.00% | 72.3 | 43.75% | +43.75% | +6.25% | -6.25% | -5.40% | 06:18 | 02:20 | 04:43 | 05:37 | 07:02 | 13:34 | 02:19 | 01:42 |
 | Quelling Blade | 96 | 100.00% | 70.2 | 43.75% | +43.75% | +6.25% | +14.58% | 0.00% | -01:07 | -01:30 | -01:29 | -01:29 | -01:29 | 09:54 | 00:00 | 00:00 |
 | Battle Fury | 93 | 96.88% | 68.1 | 43.01% | -23.66% | +9.16% | -29.97% | -17.39% | 14:33 | 10:25 | 13:27 | 14:26 | 15:42 | 19:58 | 02:15 | 01:40 |
 | Blight Stone | 91 | 94.79% | 66.0 | 42.86% | -17.14% | +4.97% | -16.77% | -1.78% | 05:35 | -01:29 | -01:28 | 01:42 | 13:40 | 28:09 | 15:08 | 11:12 |
 | Black King Bar | 81 | 84.38% | 63.8 | 43.21% | -3.46% | +6.79% | +1.79% | -1.30% | 23:04 | 17:20 | 20:11 | 22:04 | 24:02 | 41:49 | 03:51 | 02:51 |
 | Magic Stick | 76 | 79.17% | 61.7 | 43.42% | -1.58% | -6.58% | +3.95% | 10.53% | -00:18 | -01:30 | -01:29 | -01:29 | -01:25 | 22:01 | 00:04 | 00:02 |
 | Javelin | 9 | 9.38% | 59.6 | 66.67% | +25.29% | +33.33% | -16.67% | 0.00% | 31:51 | 09:19 | 21:04 | 32:25 | 39:00 | 46:14 | 17:56 | 13:17 |
 | Morbid Mask | 9 | 9.38% | 57.4 | 66.67% | +25.29% | +33.33% | -16.67% | 0.00% | 35:05 | 27:50 | 30:03 | 36:02 | 38:13 | 41:11 | 08:10 | 06:02 |
 | Nullifier | 16 | 16.67% | 55.3 | 56.25% | +15.00% | -31.25% | +43.75% | 0.00% | 38:39 | 28:25 | 32:13 | 36:00 | 38:01 | 59:16 | 05:48 | 04:17 |
 | Helm of Iron Will | 16 | 16.67% | 53.2 | 56.25% | +15.00% | -31.25% | +43.75% | 0.00% | 37:54 | 26:32 | 32:06 | 35:02 | 37:40 | 58:58 | 05:34 | 04:07 |
 | Orb of Corrosion | 34 | 35.42% | 51.1 | 47.06% | +5.12% | +8.50% | -9.56% | -9.11% | 06:54 | 02:00 | 03:19 | 03:51 | 05:18 | 28:39 | 01:59 | 01:28 |
 | Magic Wand | 62 | 64.58% | 48.9 | 41.94% | -5.12% | -10.69% | -15.27% | -0.42% | 08:04 | -01:29 | 02:21 | 06:07 | 13:20 | 25:39 | 10:59 | 08:08 |
 | Fluffy Hat | 35 | 36.46% | 46.8 | 45.71% | +3.09% | +9.85% | -1.27% | -5.65% | 06:10 | 01:20 | 02:31 | 03:15 | 04:29 | 28:39 | 01:58 | 01:27 |
 | Orb of Venom | 36 | 37.50% | 44.7 | 44.44% | +1.11% | +11.12% | -11.11% | -11.50% | 04:29 | -01:29 | 01:35 | 02:19 | 03:31 | 28:38 | 01:56 | 01:25 |
 | Cornucopia | 69 | 71.88% | 42.6 | 39.13% | -16.43% | +13.81% | -9.72% | -5.27% | 09:10 | 03:11 | 06:02 | 08:42 | 10:30 | 27:58 | 04:28 | 03:18 |
 | Divine Rapier | 17 | 17.71% | 40.4 | 47.06% | +4.02% | +2.94% | -22.06% | -3.62% | 39:13 | 32:20 | 33:28 | 39:19 | 40:22 | 55:59 | 06:54 | 05:06 |
 | Eye of Skadi | 2 | 2.08% | 38.3 | 100.00% | +57.45% | 0.00% | 0.00% | 0.00% | 42:27 | 39:23 | 39:23 | 45:30 | 45:30 | 45:30 | 06:07 | 04:31 |
 | Linken's Sphere | 10 | 10.42% | 36.2 | 50.00% | +6.98% | +50.00% | -50.00% | 0.00% | 39:26 | 27:58 | 34:16 | 36:13 | 45:02 | 56:23 | 10:46 | 07:58 |
 | Satanic | 7 | 7.29% | 34.0 | 57.14% | +14.44% | -7.14% | -7.14% | 0.00% | 37:17 | 31:19 | 35:49 | 36:40 | 37:18 | 43:27 | 01:29 | 01:05 |
 | Wraith Band | 28 | 29.17% | 31.9 | 35.71% | -11.35% | -21.42% | +7.15% | 11.58% | 08:35 | 00:23 | 01:54 | 03:16 | 04:22 | 49:06 | 02:28 | 01:49 |
 | Refresher Orb | 4 | 4.17% | 29.8 | 50.00% | +6.52% | +50.00% | +50.00% | 0.00% | 48:05 | 36:52 | 36:52 | 42:21 | 50:36 | 1:02:31 | 13:44 | 10:10 |
 | Buckler | 1 | 1.04% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:35 | 51:35 | 51:35 | 51:35 | 51:35 | 51:35 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 1.04% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:09 | 57:09 | 57:09 | 57:09 | 57:09 | 57:09 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 1.04% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:45 | 46:45 | 46:45 | 46:45 | 46:45 | 46:45 | 00:00 | 00:00 |
 | Maelstrom | 1 | 1.04% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:43 | 13:43 | 13:43 | 13:43 | 13:43 | 13:43 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 1.04% | 19.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:51 | 10:51 | 10:51 | 10:51 | 10:51 | 10:51 | 00:00 | 00:00 |
 | Crystalys | 1 | 1.04% | 17.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:44 | 23:44 | 23:44 | 23:44 | 23:44 | 23:44 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.04% | 14.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:49 | 51:49 | 51:49 | 51:49 | 51:49 | 51:49 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 1.04% | 12.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:58 | 51:58 | 51:58 | 51:58 | 51:58 | 51:58 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.04% | 10.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:14 | 20:14 | 20:14 | 20:14 | 20:14 | 20:14 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.04% | 8.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:34 | 51:34 | 51:34 | 51:34 | 51:34 | 51:34 | 00:00 | 00:00 |
 | Bottle | 1 | 1.04% | 6.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:17 | 16:17 | 16:17 | 16:17 | 16:17 | 16:17 | 00:00 | 00:00 |
 | Wind Lace | 6 | 6.25% | 4.3 | 33.33% | -11.11% | -33.33% | -33.33% | 0.00% | 14:16 | 12:13 | 12:21 | 13:14 | 16:15 | 16:32 | 03:54 | 02:53 |
 | Diffusal Blade | 1 | 1.04% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:57 | 18:57 | 18:57 | 18:57 | 18:57 | 18:57 | 00:00 | 00:00 |