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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 | |
 | Mjollnir | 57 | 43.51% | 100.0 | 68.42% | +33.28% | +3.01% | -11.28% | -0.92% | 27:29 | 14:28 | 19:21 | 25:25 | 34:53 | 46:59 | 15:32 | 11:30 |
 | Ring of Health | 43 | 32.82% | 97.8 | 67.44% | +26.53% | -21.99% | +23.47% | 2.67% | 26:04 | 06:19 | 15:04 | 26:10 | 32:05 | 56:40 | 17:01 | 12:36 |
 | Linken's Sphere | 26 | 19.85% | 95.7 | 69.23% | +24.47% | +30.77% | +14.10% | -2.40% | 29:21 | 19:26 | 25:29 | 28:59 | 32:25 | 40:00 | 06:56 | 05:08 |
 | Void Stone | 37 | 28.24% | 93.5 | 64.86% | +21.24% | -20.42% | +1.81% | 1.09% | 21:44 | 06:58 | 09:14 | 23:27 | 29:39 | 38:40 | 20:25 | 15:07 |
 | Vanguard | 16 | 12.21% | 91.3 | 75.00% | +28.91% | +25.00% | -50.00% | 0.00% | 43:20 | 25:21 | 37:31 | 41:54 | 51:53 | 56:40 | 14:22 | 10:38 |
 | Skull Basher | 51 | 38.93% | 89.1 | 60.78% | +18.28% | -22.32% | -14.63% | 0.94% | 31:54 | 20:36 | 27:34 | 31:22 | 35:44 | 50:50 | 08:10 | 06:02 |
 | Ring of Basilius | 27 | 20.61% | 87.0 | 66.67% | +21.48% | +4.76% | -9.53% | -7.39% | 06:44 | 01:25 | 06:02 | 06:42 | 07:58 | 12:49 | 01:56 | 01:25 |
 | Eye of Skadi | 57 | 43.51% | 84.8 | 59.65% | +17.76% | +11.78% | -9.65% | -4.96% | 30:36 | 23:17 | 28:07 | 30:24 | 32:26 | 42:19 | 04:19 | 03:11 |
 | Abyssal Blade | 15 | 11.45% | 82.6 | 73.33% | +26.78% | +26.67% | -48.33% | 0.00% | 43:46 | 32:21 | 37:49 | 42:04 | 52:03 | 56:40 | 14:14 | 10:32 |
 | Manta Style | 86 | 65.65% | 80.4 | 53.49% | +11.27% | +1.06% | +3.65% | 0.86% | 21:40 | 17:03 | 19:53 | 21:24 | 22:54 | 32:49 | 03:01 | 02:14 |
 | Maelstrom | 117 | 89.31% | 78.3 | 51.28% | +15.57% | +3.89% | -27.14% | -16.93% | 13:06 | 09:52 | 12:08 | 13:01 | 13:58 | 18:46 | 01:50 | 01:21 |
 | Yasha | 124 | 94.66% | 76.1 | 50.00% | +7.14% | +4.84% | +1.61% | -1.36% | 17:45 | 12:31 | 16:09 | 17:08 | 18:31 | 28:52 | 02:22 | 01:45 |
 | Boots of Speed | 131 | 100.00% | 73.9 | 49.62% | +49.62% | +17.05% | -16.29% | -33.34% | 02:14 | -01:29 | 01:43 | 02:01 | 02:36 | 05:43 | 00:53 | 00:39 |
 | Javelin | 120 | 91.60% | 71.7 | 50.00% | +4.55% | +6.67% | -10.00% | -6.03% | 10:12 | 06:29 | 08:21 | 09:31 | 11:07 | 37:34 | 02:46 | 02:02 |
 | Phase Boots | 127 | 96.95% | 69.6 | 49.61% | -0.39% | +16.02% | -15.23% | -17.86% | 06:23 | 03:46 | 05:24 | 06:19 | 07:09 | 15:33 | 01:45 | 01:17 |
 | Chainmail | 127 | 96.95% | 67.4 | 49.61% | -0.39% | +0.39% | -27.73% | -16.22% | 05:07 | 01:03 | 04:02 | 04:55 | 05:46 | 15:00 | 01:44 | 01:17 |
 | Magic Stick | 116 | 88.55% | 65.2 | 50.00% | +3.33% | -1.72% | +5.17% | 2.87% | 01:22 | -01:30 | -01:29 | -01:29 | 03:53 | 14:21 | 05:22 | 03:58 |
 | Aghanim's Shard | 113 | 86.26% | 63.0 | 49.56% | -0.44% | +4.01% | -17.42% | -4.74% | 22:00 | 15:01 | 19:15 | 21:38 | 23:46 | 35:02 | 04:31 | 03:20 |
 | Quelling Blade | 125 | 95.42% | 60.9 | 48.80% | -17.87% | -0.41% | +9.26% | 0.00% | -01:11 | -01:30 | -01:29 | -01:29 | -01:29 | 08:11 | 00:00 | 00:00 |
 | Magic Wand | 117 | 89.31% | 58.7 | 48.72% | -8.42% | -3.89% | +9.90% | 1.74% | 07:29 | -01:29 | 03:40 | 07:11 | 11:36 | 27:00 | 07:56 | 05:52 |
 | Wind Lace | 39 | 29.77% | 56.5 | 56.41% | +9.67% | +3.59% | -16.41% | -1.86% | 10:52 | -01:29 | 05:24 | 09:15 | 16:08 | 40:05 | 10:44 | 07:57 |
 | Blink Dagger | 42 | 32.06% | 54.3 | 54.76% | +7.57% | +8.88% | +15.24% | 0.49% | 32:52 | 19:00 | 24:43 | 29:28 | 37:39 | 1:15:18 | 12:56 | 09:34 |
 | Swift Blink | 11 | 8.40% | 52.2 | 72.73% | +25.23% | +27.27% | -6.06% | 0.00% | 49:19 | 33:46 | 38:19 | 48:42 | 52:24 | 1:17:10 | 14:05 | 10:25 |
 | Butterfly | 12 | 9.16% | 50.0 | 66.67% | +18.77% | +33.33% | 0.00% | 0.00% | 40:20 | 27:07 | 30:27 | 32:28 | 37:09 | 1:13:09 | 06:42 | 04:57 |
 | Wraith Band | 46 | 35.11% | 47.8 | 45.65% | -6.11% | +4.35% | +17.99% | 6.76% | 03:12 | -01:29 | 01:37 | 02:06 | 03:38 | 15:30 | 02:01 | 01:29 |
 | Sange and Yasha | 29 | 22.14% | 45.7 | 44.83% | -6.15% | +26.60% | -1.97% | -4.51% | 22:33 | 17:26 | 18:45 | 20:57 | 25:05 | 38:33 | 06:20 | 04:41 |
 | Sange | 29 | 22.14% | 43.5 | 44.83% | -6.15% | +26.60% | -1.97% | -4.33% | 22:17 | 16:13 | 18:29 | 20:48 | 25:05 | 38:33 | 06:36 | 04:53 |
 | Aghanim's Scepter | 6 | 4.58% | 41.3 | 66.67% | +17.87% | +33.33% | +33.33% | 0.00% | 41:14 | 30:47 | 34:00 | 35:09 | 42:05 | 1:05:44 | 08:05 | 05:59 |
 | Black King Bar | 7 | 5.34% | 39.1 | 57.14% | +7.95% | -7.14% | -7.14% | 0.00% | 36:29 | 24:20 | 27:07 | 32:31 | 39:00 | 1:02:39 | 11:53 | 08:48 |
 | Monkey King Bar | 8 | 6.11% | 37.0 | 50.00% | +0.41% | 0.00% | 0.00% | 0.00% | 39:30 | 30:40 | 31:12 | 39:57 | 43:25 | 48:17 | 12:13 | 09:02 |
 | Battle Fury | 12 | 9.16% | 34.8 | 41.67% | -8.75% | +25.00% | -41.67% | 0.00% | 13:56 | 12:26 | 12:41 | 13:26 | 14:50 | 16:32 | 02:09 | 01:35 |
 | Hand of Midas | 3 | 2.29% | 32.6 | 66.67% | +17.45% | +33.33% | 0.00% | 0.00% | 11:09 | 09:49 | 09:49 | 10:54 | 12:44 | 12:44 | 02:55 | 02:09 |
 | Power Treads | 4 | 3.05% | 30.4 | 50.00% | +0.39% | +50.00% | -50.00% | 0.00% | 07:03 | 06:01 | 06:01 | 06:24 | 06:48 | 09:00 | 00:47 | 00:34 |
 | Refresher Orb | 2 | 1.53% | 28.3 | 50.00% | +0.39% | +50.00% | 0.00% | 0.00% | 48:28 | 48:07 | 48:07 | 48:48 | 48:48 | 48:48 | 00:41 | 00:30 |
 | Soul Ring | 2 | 1.53% | 26.1 | 50.00% | +0.39% | +50.00% | 0.00% | 0.00% | 08:20 | 08:07 | 08:07 | 08:32 | 08:32 | 08:32 | 00:25 | 00:18 |
 | Ring of Protection | 2 | 1.53% | 23.9 | 50.00% | +0.39% | +50.00% | 0.00% | 0.00% | 08:20 | 08:07 | 08:07 | 08:32 | 08:32 | 08:32 | 00:25 | 00:18 |
 | Moon Shard | 2 | 1.53% | 21.7 | 50.00% | +0.39% | +50.00% | 0.00% | 0.00% | 1:01:32 | 53:38 | 53:38 | 1:09:25 | 1:09:25 | 1:09:25 | 15:47 | 11:41 |
 | Aghanim's Blessing | 2 | 1.53% | 19.6 | 50.00% | +0.39% | -50.00% | 0.00% | 0.00% | 57:20 | 48:55 | 48:55 | 1:05:44 | 1:05:44 | 1:05:44 | 16:49 | 12:27 |
 | Crystalys | 3 | 2.29% | 17.4 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 30:35 | 26:44 | 26:44 | 32:27 | 32:33 | 32:33 | 05:49 | 04:18 |
 | Helm of Iron Will | 3 | 2.29% | 15.2 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 35:59 | 33:18 | 33:18 | 34:03 | 40:35 | 40:35 | 07:17 | 05:23 |
 | Silver Edge | 3 | 2.29% | 13.0 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 31:11 | 27:35 | 27:35 | 32:43 | 33:16 | 33:16 | 05:41 | 04:12 |
 | Shadow Blade | 4 | 3.05% | 10.9 | 25.00% | -25.39% | +75.00% | -25.00% | 0.00% | 29:51 | 24:39 | 24:39 | 29:50 | 30:16 | 34:40 | 05:37 | 04:09 |
 | Divine Rapier | 4 | 3.05% | 8.7 | 25.00% | -25.39% | -25.00% | +75.00% | 0.00% | 49:24 | 40:33 | 40:33 | 44:39 | 49:23 | 1:02:59 | 08:50 | 06:32 |
 | Nullifier | 2 | 1.53% | 6.5 | 0.00% | -50.39% | 0.00% | 0.00% | 0.00% | 37:56 | 34:58 | 34:58 | 40:53 | 40:53 | 40:53 | 05:55 | 04:22 |
 | Fluffy Hat | 1 | 0.76% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:26 | 07:26 | 07:26 | 07:26 | 07:26 | 07:26 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.76% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:32 | 08:32 | 08:32 | 08:32 | 08:32 | 08:32 | 00:00 | 00:00 |