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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 | |
 | Nullifier | 8 | 47.06% | 100.0 | 62.50% | +40.28% | +37.50% | -12.50% | -6.70% | 31:16 | 18:37 | 26:17 | 32:32 | 33:45 | 38:14 | 07:28 | 05:31 |
 | Helm of Iron Will | 8 | 47.06% | 98.1 | 62.50% | +40.28% | +37.50% | -12.50% | -8.82% | 28:40 | 18:06 | 24:42 | 29:29 | 30:22 | 38:14 | 05:40 | 04:11 |
 | Desolator | 4 | 23.53% | 96.2 | 75.00% | +44.23% | +25.00% | +25.00% | 0.00% | 24:05 | 17:02 | 17:02 | 19:43 | 28:22 | 31:13 | 11:20 | 08:23 |
 | Black King Bar | 12 | 70.59% | 94.3 | 50.00% | +30.00% | -16.67% | -16.67% | 0.00% | 23:11 | 17:27 | 18:41 | 20:38 | 25:46 | 32:59 | 07:05 | 05:14 |
 | Magic Stick | 16 | 94.12% | 92.5 | 43.75% | +43.75% | +6.25% | +6.25% | 0.00% | -00:02 | -01:29 | -01:29 | -01:29 | -01:29 | 10:52 | 00:00 | 00:00 |
 | Magic Wand | 13 | 76.47% | 90.6 | 46.15% | +21.15% | -12.82% | -12.82% | 0.00% | 06:24 | -00:09 | 02:10 | 06:22 | 07:59 | 16:47 | 05:49 | 04:18 |
 | Power Treads | 13 | 76.47% | 88.7 | 46.15% | +21.15% | +20.52% | -46.15% | -55.56% | 05:51 | 04:46 | 05:10 | 05:59 | 06:22 | 06:41 | 01:12 | 00:53 |
 | Quelling Blade | 14 | 82.35% | 86.8 | 42.86% | +9.53% | +7.14% | -9.53% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 14 | 82.35% | 84.9 | 42.86% | +9.53% | -42.86% | +23.81% | 54.06% | 02:59 | 01:33 | 01:58 | 02:54 | 03:12 | 06:10 | 01:14 | 00:54 |
 | Cornucopia | 5 | 29.41% | 83.0 | 60.00% | +26.67% | -60.00% | +40.00% | 5.14% | 20:22 | 06:44 | 06:44 | 16:53 | 26:11 | 43:06 | 19:27 | 14:24 |
 | Echo Sabre | 12 | 70.59% | 81.1 | 41.67% | +1.67% | +58.33% | -8.34% | -33.62% | 13:35 | 10:34 | 11:57 | 13:13 | 13:56 | 17:02 | 01:59 | 01:28 |
 | Orb of Venom | 10 | 58.82% | 79.2 | 40.00% | -2.86% | -6.67% | +10.00% | 2.84% | 05:52 | 00:53 | 01:30 | 04:59 | 07:22 | 19:58 | 05:52 | 04:20 |
 | Blight Stone | 10 | 58.82% | 77.4 | 40.00% | -2.86% | -40.00% | +10.00% | 7.30% | 10:05 | 04:59 | 06:12 | 07:22 | 13:03 | 19:58 | 06:51 | 05:04 |
 | Yasha | 3 | 17.65% | 75.5 | 66.67% | +30.96% | -66.67% | 0.00% | 3.02% | 25:36 | 16:41 | 16:41 | 21:21 | 38:45 | 38:45 | 22:04 | 16:20 |
 | Fluffy Hat | 8 | 47.06% | 73.6 | 37.50% | -6.94% | -37.50% | +62.50% | 29.13% | 09:17 | 05:04 | 05:41 | 07:23 | 09:07 | 20:08 | 03:26 | 02:32 |
 | Harpoon | 8 | 47.06% | 71.7 | 37.50% | -6.94% | -37.50% | +12.50% | 6.90% | 27:58 | 22:29 | 22:51 | 25:02 | 30:06 | 36:25 | 07:15 | 05:22 |
 | Diadem | 8 | 47.06% | 69.8 | 37.50% | -6.94% | +12.50% | +12.50% | 0.00% | 27:19 | 22:04 | 22:32 | 23:03 | 30:00 | 36:02 | 07:28 | 05:31 |
 | Javelin | 4 | 23.53% | 67.9 | 50.00% | +11.54% | +50.00% | +50.00% | 0.00% | 24:30 | 07:40 | 07:40 | 21:56 | 26:53 | 41:32 | 19:13 | 14:14 |
 | Eye of Skadi | 1 | 5.88% | 66.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:11 | 28:11 | 28:11 | 28:11 | 28:11 | 28:11 | 00:00 | 00:00 |
 | Sange | 1 | 5.88% | 64.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:06 | 24:06 | 24:06 | 24:06 | 24:06 | 24:06 | 00:00 | 00:00 |
 | Mjollnir | 1 | 5.88% | 62.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:50 | 28:50 | 28:50 | 28:50 | 28:50 | 28:50 | 00:00 | 00:00 |
 | Crown | 1 | 5.88% | 60.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:48 | 09:48 | 09:48 | 09:48 | 09:48 | 09:48 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 5.88% | 58.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:45 | 09:45 | 09:45 | 09:45 | 09:45 | 09:45 | 00:00 | 00:00 |
 | Solar Crest | 1 | 5.88% | 56.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:27 | 11:27 | 11:27 | 11:27 | 11:27 | 11:27 | 00:00 | 00:00 |
 | Crystalys | 1 | 5.88% | 54.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 5.88% | 52.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:27 | 42:27 | 42:27 | 42:27 | 42:27 | 42:27 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 5.88% | 50.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:26 | 24:26 | 24:26 | 24:26 | 24:26 | 24:26 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 5.88% | 49.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:46 | 25:46 | 25:46 | 25:46 | 25:46 | 25:46 | 00:00 | 00:00 |
 | Skull Basher | 1 | 5.88% | 47.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:37 | 44:37 | 44:37 | 44:37 | 44:37 | 44:37 | 00:00 | 00:00 |
 | Daedalus | 1 | 5.88% | 45.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:45 | 29:45 | 29:45 | 29:45 | 29:45 | 29:45 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 5.88% | 43.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:25 | 34:25 | 34:25 | 34:25 | 34:25 | 34:25 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 5.88% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:22 | 43:22 | 43:22 | 43:22 | 43:22 | 43:22 | 00:00 | 00:00 |
 | Orb of Corrosion | 7 | 41.18% | 39.6 | 28.57% | -21.43% | -28.57% | +21.43% | 20.13% | 09:12 | 05:05 | 06:09 | 07:32 | 08:38 | 20:14 | 02:29 | 01:50 |
 | Battle Fury | 2 | 11.76% | 37.7 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 13:40 | 12:12 | 12:12 | 15:08 | 15:08 | 15:08 | 02:56 | 02:10 |
 | Wind Lace | 2 | 11.76% | 35.8 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 05:09 | 05:07 | 05:07 | 05:11 | 05:11 | 05:11 | 00:04 | 00:02 |
 | Orchid Malevolence | 2 | 11.76% | 34.0 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 24:50 | 21:40 | 21:40 | 27:59 | 27:59 | 27:59 | 06:19 | 04:40 |
 | Manta Style | 2 | 11.76% | 32.1 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 30:08 | 21:11 | 21:11 | 39:04 | 39:04 | 39:04 | 17:53 | 13:14 |
 | Aghanim's Scepter | 2 | 11.76% | 30.2 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 25:05 | 24:26 | 24:26 | 25:43 | 25:43 | 25:43 | 01:17 | 00:57 |
 | Maelstrom | 2 | 11.76% | 28.3 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 17:13 | 12:25 | 12:25 | 22:01 | 22:01 | 22:01 | 09:36 | 07:06 |
 | Monkey King Bar | 2 | 11.76% | 26.4 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 35:47 | 29:43 | 29:43 | 41:51 | 41:51 | 41:51 | 12:08 | 08:59 |
 | Chainmail | 2 | 11.76% | 24.5 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 08:43 | 07:42 | 07:42 | 09:44 | 09:44 | 09:44 | 02:02 | 01:30 |
 | Wraith Band | 4 | 23.53% | 22.6 | 25.00% | -21.15% | +75.00% | -25.00% | -27.15% | 04:03 | 01:06 | 01:06 | 01:57 | 04:47 | 08:20 | 03:41 | 02:43 |
 | Diffusal Blade | 4 | 23.53% | 20.8 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 16:49 | 11:11 | 11:11 | 14:33 | 18:55 | 22:36 | 07:44 | 05:43 |
 | Force Staff | 1 | 5.88% | 18.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:59 | 41:59 | 41:59 | 41:59 | 41:59 | 41:59 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 5.88% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:51 | 13:51 | 13:51 | 13:51 | 13:51 | 13:51 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 5.88% | 15.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:39 | 26:39 | 26:39 | 26:39 | 26:39 | 26:39 | 00:00 | 00:00 |
 | Buckler | 2 | 11.76% | 13.2 | 0.00% | -46.67% | 0.00% | 0.00% | 0.00% | 27:34 | 26:39 | 26:39 | 28:28 | 28:28 | 28:28 | 01:49 | 01:20 |
 | Vladmir's Offering | 1 | 5.88% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:04 | 33:04 | 33:04 | 33:04 | 33:04 | 33:04 | 00:00 | 00:00 |
 | Void Stone | 1 | 5.88% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:04 | 18:04 | 18:04 | 18:04 | 18:04 | 18:04 | 00:00 | 00:00 |
 | Phase Boots | 1 | 5.88% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:39 | 08:39 | 08:39 | 08:39 | 08:39 | 08:39 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 5.88% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:46 | 32:46 | 32:46 | 32:46 | 32:46 | 32:46 | 00:00 | 00:00 |
 | Ring of Protection | 2 | 11.76% | 3.8 | 0.00% | -46.67% | 0.00% | 0.00% | 0.00% | 27:33 | 26:39 | 26:39 | 28:27 | 28:27 | 28:27 | 01:48 | 01:20 |
 | Eul's Scepter of Divinity | 1 | 5.88% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:18 | 23:18 | 23:18 | 23:18 | 23:18 | 23:18 | 00:00 | 00:00 |