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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 | |
 | Eye of Skadi | 8 | 7.14% | 100.0 | 100.00% | +58.65% | 0.00% | 0.00% | 0.00% | 37:33 | 27:42 | 29:44 | 38:26 | 43:55 | 46:10 | 14:11 | 10:30 |
 | Black King Bar | 50 | 44.64% | 98.4 | 56.00% | +18.90% | -2.15% | +2.33% | 0.47% | 29:53 | 21:27 | 24:18 | 27:09 | 33:56 | 54:48 | 09:38 | 07:08 |
 | Radiance | 39 | 34.82% | 96.8 | 53.85% | +12.75% | +6.15% | -43.85% | -17.86% | 18:22 | 14:07 | 16:57 | 18:09 | 19:45 | 21:53 | 02:48 | 02:04 |
 | Aghanim's Shard | 70 | 62.50% | 95.2 | 48.57% | +8.09% | +12.54% | -1.51% | -1.32% | 25:18 | 15:00 | 19:19 | 22:42 | 29:59 | 42:41 | 10:40 | 07:54 |
 | Quelling Blade | 112 | 100.00% | 93.5 | 45.54% | +45.54% | +8.03% | -2.68% | 0.00% | -01:27 | -01:30 | -01:29 | -01:29 | -01:29 | 01:09 | 00:00 | 00:00 |
 | Chainmail | 112 | 100.00% | 91.9 | 45.54% | +45.54% | -16.97% | +15.17% | 20.74% | 05:07 | 01:22 | 04:17 | 04:59 | 05:50 | 11:02 | 01:33 | 01:08 |
 | Boots of Speed | 112 | 100.00% | 90.3 | 45.54% | +45.54% | -2.68% | -6.25% | -1.65% | 03:45 | 01:20 | 02:28 | 03:34 | 04:38 | 09:12 | 02:10 | 01:36 |
 | Phase Boots | 112 | 100.00% | 88.7 | 45.54% | +45.54% | -9.83% | +4.46% | 8.66% | 06:23 | 03:58 | 05:25 | 06:05 | 07:04 | 11:48 | 01:39 | 01:13 |
 | Armlet of Mordiggian | 102 | 91.07% | 87.1 | 46.08% | +6.08% | +19.30% | -14.08% | -19.83% | 11:54 | 07:21 | 10:57 | 11:42 | 12:38 | 16:09 | 01:41 | 01:14 |
 | Ring of Health | 22 | 19.64% | 85.5 | 59.09% | +16.87% | +7.58% | -39.09% | -7.53% | 36:11 | 29:57 | 32:32 | 34:13 | 38:44 | 47:00 | 06:12 | 04:35 |
 | Helm of Iron Will | 103 | 91.96% | 83.9 | 45.63% | +1.19% | +12.06% | -11.01% | -10.25% | 09:47 | 03:05 | 08:33 | 09:37 | 10:48 | 27:11 | 02:15 | 01:40 |
 | Desolator | 48 | 42.86% | 82.3 | 50.00% | +7.81% | +33.33% | -8.33% | -15.92% | 18:33 | 15:17 | 16:52 | 18:20 | 19:29 | 25:50 | 02:37 | 01:56 |
 | Yasha | 25 | 22.32% | 80.6 | 56.00% | +13.47% | +44.00% | -39.33% | -16.56% | 22:28 | 17:22 | 19:34 | 21:35 | 24:36 | 37:25 | 05:02 | 03:43 |
 | Orb of Venom | 28 | 25.00% | 79.0 | 53.57% | +10.71% | +3.57% | -10.71% | -3.23% | 04:23 | -01:29 | 01:31 | 03:04 | 05:56 | 11:56 | 04:25 | 03:16 |
 | Buckler | 40 | 35.71% | 77.4 | 50.00% | +6.94% | +10.00% | -10.00% | -3.39% | 29:30 | 20:22 | 25:36 | 28:54 | 31:30 | 49:35 | 05:54 | 04:22 |
 | Ring of Protection | 40 | 35.71% | 75.8 | 50.00% | +6.94% | +10.00% | -10.00% | -3.39% | 28:50 | -01:29 | 25:36 | 28:53 | 31:30 | 49:35 | 05:54 | 04:22 |
 | Skull Basher | 50 | 44.64% | 74.2 | 48.00% | +4.45% | -1.85% | -31.33% | -3.08% | 29:33 | 16:46 | 24:59 | 28:21 | 34:33 | 43:33 | 09:34 | 07:05 |
 | Blight Stone | 58 | 51.79% | 72.6 | 46.55% | +2.11% | +6.78% | -25.12% | -3.34% | 11:58 | 02:14 | 07:10 | 12:26 | 16:43 | 20:56 | 09:33 | 07:04 |
 | Vanguard | 19 | 16.96% | 71.0 | 57.89% | +14.88% | +22.11% | -37.89% | -11.15% | 37:41 | 30:06 | 34:14 | 36:03 | 39:37 | 47:00 | 05:23 | 03:59 |
 | Abyssal Blade | 19 | 16.96% | 69.4 | 57.89% | +14.88% | +22.11% | -37.89% | -11.08% | 37:55 | 30:11 | 34:35 | 36:23 | 40:00 | 47:01 | 05:25 | 04:00 |
 | Assault Cuirass | 41 | 36.61% | 67.7 | 48.78% | +5.12% | +11.22% | -8.78% | -2.96% | 31:09 | 22:37 | 26:54 | 30:53 | 33:40 | 49:49 | 06:46 | 05:00 |
 | Magic Stick | 65 | 58.04% | 66.1 | 43.08% | -5.86% | -11.83% | -5.58% | 0.73% | 04:16 | -01:30 | -01:29 | -01:28 | 10:01 | 21:05 | 11:30 | 08:31 |
 | Manta Style | 16 | 14.29% | 64.5 | 56.25% | +12.50% | +43.75% | -56.25% | -20.20% | 25:43 | 19:49 | 22:16 | 25:24 | 27:13 | 37:45 | 04:57 | 03:40 |
 | Magic Wand | 45 | 40.18% | 62.9 | 44.44% | -1.83% | +10.11% | +1.01% | -0.75% | 10:59 | 00:57 | 04:59 | 11:55 | 17:11 | 20:38 | 12:12 | 09:02 |
 | Blink Dagger | 3 | 2.68% | 61.3 | 100.00% | +55.96% | 0.00% | 0.00% | 0.00% | 47:55 | 38:32 | 38:32 | 49:11 | 56:02 | 56:02 | 17:30 | 12:57 |
 | Boots of Travel 2 | 3 | 2.68% | 59.7 | 100.00% | +55.96% | 0.00% | 0.00% | 0.00% | 50:17 | 43:09 | 43:09 | 52:14 | 55:29 | 55:29 | 12:20 | 09:08 |
 | Bracer | 24 | 21.43% | 58.1 | 50.00% | +5.68% | +33.33% | -16.67% | -50.00% | 02:08 | -01:29 | 01:49 | 02:02 | 02:30 | 05:18 | 00:41 | 00:30 |
 | Linken's Sphere | 10 | 8.93% | 56.5 | 60.00% | +15.88% | -26.67% | -10.00% | 0.00% | 32:08 | 25:37 | 31:38 | 32:33 | 34:00 | 38:13 | 02:22 | 01:45 |
 | Fluffy Hat | 21 | 18.75% | 54.8 | 47.62% | +2.57% | +32.38% | +12.38% | -4.88% | 06:25 | 02:14 | 03:44 | 06:48 | 07:50 | 12:10 | 04:06 | 03:02 |
 | Orb of Corrosion | 21 | 18.75% | 53.2 | 47.62% | +2.57% | +32.38% | +12.38% | -5.36% | 06:56 | 03:04 | 04:30 | 06:56 | 08:14 | 12:47 | 03:44 | 02:45 |
 | Mjollnir | 8 | 7.14% | 51.6 | 62.50% | +18.27% | -62.50% | -12.50% | 0.00% | 30:17 | 19:08 | 20:19 | 26:42 | 33:50 | 52:05 | 13:31 | 10:00 |
 | Nullifier | 25 | 22.32% | 50.0 | 44.00% | -1.98% | -10.67% | +22.67% | 2.85% | 33:49 | 21:45 | 27:30 | 34:34 | 39:13 | 46:28 | 11:43 | 08:40 |
 | Javelin | 25 | 22.32% | 48.4 | 44.00% | -1.98% | -10.67% | +6.00% | 0.63% | 28:12 | 07:10 | 15:07 | 28:31 | 41:28 | 51:52 | 26:21 | 19:31 |
 | Sange | 39 | 34.82% | 46.8 | 38.46% | -10.86% | +1.54% | -8.46% | -1.88% | 20:35 | 13:55 | 17:49 | 20:20 | 23:08 | 32:47 | 05:19 | 03:56 |
 | Monkey King Bar | 11 | 9.82% | 45.2 | 54.55% | +10.00% | -21.22% | +45.45% | 0.00% | 37:42 | 17:27 | 31:03 | 37:38 | 43:16 | 49:56 | 12:13 | 09:02 |
 | Cornucopia | 6 | 5.36% | 43.5 | 66.67% | +22.33% | -16.67% | +33.33% | 0.00% | 32:19 | 25:24 | 26:37 | 31:46 | 38:10 | 39:50 | 11:33 | 08:33 |
 | Void Stone | 6 | 5.36% | 41.9 | 66.67% | +22.33% | -16.67% | +33.33% | 0.00% | 33:00 | 30:55 | 32:33 | 32:52 | 33:46 | 34:24 | 01:13 | 00:54 |
 | Heaven's Halberd | 28 | 25.00% | 40.3 | 39.29% | -8.33% | -10.72% | -10.72% | 0.00% | 23:41 | 17:15 | 19:45 | 22:34 | 26:06 | 34:36 | 06:21 | 04:42 |
 | Swift Blink | 2 | 1.79% | 38.7 | 100.00% | +55.45% | 0.00% | 0.00% | 0.00% | 45:26 | 41:19 | 41:19 | 49:33 | 49:33 | 49:33 | 08:14 | 06:05 |
 | Maelstrom | 14 | 12.50% | 37.1 | 42.86% | -3.06% | -17.86% | +23.81% | 3.38% | 22:22 | 11:18 | 16:32 | 17:05 | 28:52 | 51:52 | 12:20 | 09:08 |
 | Sange and Yasha | 8 | 7.14% | 35.5 | 50.00% | +4.81% | +50.00% | 0.00% | 0.00% | 23:04 | 17:23 | 18:25 | 21:06 | 26:31 | 27:30 | 08:06 | 06:00 |
 | Morbid Mask | 8 | 7.14% | 33.9 | 50.00% | +4.81% | 0.00% | -50.00% | 0.00% | 28:25 | 20:34 | 24:31 | 25:39 | 31:27 | 36:57 | 06:56 | 05:08 |
 | Satanic | 7 | 6.25% | 32.3 | 42.86% | -2.85% | +7.14% | -42.86% | 0.00% | 29:44 | 25:33 | 25:36 | 28:20 | 31:00 | 37:24 | 05:24 | 04:00 |
 | Hand of Midas | 8 | 7.14% | 30.6 | 37.50% | -8.65% | +12.50% | +12.50% | 0.00% | 11:26 | 08:42 | 08:42 | 11:46 | 12:06 | 14:44 | 03:24 | 02:31 |
 | Battle Fury | 1 | 0.89% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:38 | 33:38 | 33:38 | 33:38 | 33:38 | 33:38 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.89% | 27.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:58 | 54:58 | 54:58 | 54:58 | 54:58 | 54:58 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.89% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:04 | 59:04 | 59:04 | 59:04 | 59:04 | 59:04 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.89% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.89% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:05 | 16:05 | 16:05 | 16:05 | 16:05 | 16:05 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.89% | 21.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:50 | 39:50 | 39:50 | 39:50 | 39:50 | 39:50 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.89% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:25 | 30:25 | 30:25 | 30:25 | 30:25 | 30:25 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.89% | 17.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:50 | 39:50 | 39:50 | 39:50 | 39:50 | 39:50 | 00:00 | 00:00 |
 | Crystalys | 10 | 8.93% | 16.1 | 30.00% | -17.06% | +3.33% | +20.00% | 0.00% | 38:03 | 26:29 | 30:35 | 39:07 | 44:31 | 46:29 | 13:56 | 10:19 |
 | Aghanim's Scepter | 6 | 5.36% | 14.5 | 33.33% | -12.90% | +16.67% | -33.33% | 0.00% | 37:17 | 30:31 | 30:55 | 33:31 | 45:40 | 46:35 | 14:45 | 10:55 |
 | Aghanim's Blessing | 2 | 1.79% | 12.9 | 50.00% | +4.55% | +50.00% | 0.00% | 0.00% | 45:00 | 44:20 | 44:20 | 45:40 | 45:40 | 45:40 | 01:20 | 00:59 |
 | Daedalus | 3 | 2.68% | 11.3 | 33.33% | -12.54% | -33.33% | 0.00% | 0.00% | 38:21 | 32:30 | 32:30 | 41:00 | 41:32 | 41:32 | 09:02 | 06:41 |
 | Wind Lace | 4 | 3.57% | 9.7 | 25.00% | -21.30% | -25.00% | +75.00% | 0.00% | 09:10 | 04:50 | 04:50 | 06:09 | 08:48 | 16:52 | 03:58 | 02:56 |
 | Silver Edge | 4 | 3.57% | 8.1 | 25.00% | -21.30% | -25.00% | +75.00% | 0.00% | 41:03 | 33:53 | 33:53 | 39:44 | 44:31 | 46:03 | 10:38 | 07:52 |
 | Shadow Blade | 4 | 3.57% | 6.5 | 25.00% | -21.30% | -25.00% | +75.00% | 0.00% | 37:24 | 22:58 | 22:58 | 36:05 | 44:31 | 46:03 | 21:33 | 15:57 |
 | Wraith Band | 5 | 4.46% | 4.8 | 20.00% | -26.73% | -20.00% | -20.00% | 0.00% | 07:21 | -01:29 | -01:29 | 01:57 | 02:02 | 32:23 | 03:31 | 02:36 |
 | Divine Rapier | 1 | 0.89% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:47 | 35:47 | 35:47 | 35:47 | 35:47 | 35:47 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.89% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:05 | 50:05 | 50:05 | 50:05 | 50:05 | 50:05 | 00:00 | 00:00 |