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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 | 9 | 14.06% | 100.0 | 88.89% | +39.80% | +11.11% | +11.11% | 0.00% | 37:13 | 27:46 | 31:02 | 37:09 | 42:15 | 47:25 | 11:13 | 08:18 |
 | Butterfly | 12 | 18.75% | 97.5 | 83.33% | +35.25% | +16.67% | +16.67% | 0.00% | 33:38 | 27:12 | 30:11 | 30:46 | 38:39 | 43:19 | 08:28 | 06:16 |
 | Skull Basher | 8 | 12.50% | 95.0 | 87.50% | +37.50% | -37.50% | +12.50% | 0.00% | 32:01 | 26:02 | 27:25 | 30:53 | 34:36 | 37:24 | 07:11 | 05:19 |
 | Sange | 42 | 65.63% | 92.5 | 61.90% | +20.99% | +1.74% | -31.90% | -14.95% | 19:33 | 14:03 | 18:06 | 19:21 | 20:21 | 28:49 | 02:15 | 01:40 |
 | Eye of Skadi | 33 | 51.56% | 90.0 | 63.64% | +18.48% | +23.86% | -1.14% | -3.62% | 29:12 | 22:18 | 25:55 | 27:27 | 32:49 | 38:29 | 06:54 | 05:06 |
 | Sange and Yasha | 41 | 64.06% | 87.5 | 60.98% | +17.50% | -0.98% | -20.98% | -9.09% | 19:46 | 14:03 | 18:24 | 19:32 | 20:36 | 28:49 | 02:12 | 01:37 |
 | Ring of Health | 26 | 40.63% | 85.0 | 65.38% | +18.01% | -36.81% | +17.95% | 13.04% | 10:22 | 04:44 | 07:10 | 08:41 | 11:22 | 37:37 | 04:12 | 03:06 |
 | Battle Fury | 25 | 39.06% | 82.5 | 64.00% | +15.28% | +2.67% | +2.67% | 0.00% | 13:51 | 11:19 | 12:58 | 13:32 | 14:15 | 18:26 | 01:17 | 00:57 |
 | Void Stone | 25 | 39.06% | 80.0 | 64.00% | +15.28% | +2.67% | -30.67% | -8.77% | 10:55 | 07:14 | 08:57 | 10:13 | 12:45 | 18:24 | 03:48 | 02:48 |
 | Yasha | 63 | 98.44% | 77.5 | 55.56% | +55.56% | +6.94% | -5.56% | -2.81% | 15:08 | 09:54 | 12:40 | 15:48 | 17:07 | 19:45 | 04:27 | 03:17 |
 | Boots of Speed | 64 | 100.00% | 75.0 | 54.69% | +54.69% | -10.94% | -4.69% | 4.12% | 02:38 | 01:07 | 01:45 | 02:14 | 03:16 | 05:57 | 01:31 | 01:07 |
 | Quelling Blade | 64 | 100.00% | 72.5 | 54.69% | +54.69% | -10.94% | -10.94% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:20 | 00:00 | 00:00 |
 | Vanguard | 4 | 6.25% | 70.0 | 100.00% | +48.33% | 0.00% | 0.00% | 0.00% | 40:49 | 35:13 | 35:13 | 37:37 | 43:38 | 46:49 | 08:25 | 06:14 |
 | Wraith Band | 32 | 50.00% | 67.5 | 59.38% | +9.38% | +15.62% | -9.38% | -7.85% | 03:58 | 00:02 | 01:41 | 02:25 | 04:52 | 14:13 | 03:11 | 02:21 |
 | Phase Boots | 55 | 85.94% | 65.0 | 54.55% | -1.01% | -4.55% | -11.69% | -4.76% | 06:22 | 04:23 | 05:24 | 05:51 | 06:54 | 15:06 | 01:30 | 01:06 |
 | Chainmail | 55 | 85.94% | 62.5 | 54.55% | -1.01% | +2.59% | -11.69% | -8.16% | 05:06 | 01:31 | 04:00 | 04:51 | 05:45 | 13:43 | 01:45 | 01:17 |
 | Javelin | 35 | 54.69% | 60.0 | 57.14% | +5.42% | -34.92% | +9.53% | 5.45% | 15:30 | 06:26 | 08:29 | 11:49 | 16:38 | 50:02 | 08:09 | 06:02 |
 | Magic Stick | 59 | 92.19% | 57.5 | 52.54% | -27.46% | +7.46% | +14.13% | 2.00% | 01:55 | -01:30 | -01:29 | 00:37 | 04:49 | 19:32 | 06:18 | 04:40 |
 | Aghanim's Scepter | 27 | 42.19% | 55.0 | 59.26% | +7.91% | +12.17% | +12.17% | 0.00% | 28:57 | 21:11 | 24:49 | 27:35 | 32:54 | 41:41 | 08:05 | 05:59 |
 | Wind Lace | 23 | 35.94% | 52.5 | 60.87% | +9.65% | -10.87% | -10.87% | 0.00% | 11:58 | 05:26 | 08:19 | 12:44 | 14:04 | 21:17 | 05:45 | 04:15 |
 | Magic Wand | 56 | 87.50% | 50.0 | 51.79% | -23.21% | +5.35% | -8.93% | -3.12% | 07:22 | 00:26 | 03:24 | 06:35 | 07:59 | 23:46 | 04:35 | 03:23 |
 | Maelstrom | 32 | 50.00% | 47.5 | 56.25% | +3.12% | -18.75% | +6.25% | 5.56% | 15:37 | 10:09 | 12:09 | 14:09 | 16:39 | 29:35 | 04:30 | 03:20 |
 | Aghanim's Shard | 34 | 53.13% | 45.0 | 50.00% | -10.00% | +16.67% | +12.50% | -0.63% | 27:47 | 20:01 | 23:52 | 28:28 | 30:28 | 41:21 | 06:36 | 04:53 |
 | Aghanim's Blessing | 3 | 4.69% | 42.5 | 100.00% | +47.54% | 0.00% | 0.00% | 0.00% | 47:46 | 42:51 | 42:51 | 47:41 | 52:45 | 52:45 | 09:54 | 07:20 |
 | Manta Style | 21 | 32.81% | 40.0 | 42.86% | -17.61% | -2.86% | -2.86% | 0.00% | 19:15 | 14:51 | 17:52 | 18:26 | 19:58 | 26:27 | 02:06 | 01:33 |
 | Power Treads | 9 | 14.06% | 37.5 | 55.56% | +1.01% | +44.44% | -5.56% | 0.00% | 06:23 | 04:35 | 05:15 | 05:42 | 06:36 | 09:15 | 01:21 | 01:00 |
 | Bottle | 2 | 3.13% | 35.0 | 100.00% | +46.77% | 0.00% | 0.00% | 0.00% | 15:37 | 02:44 | 02:44 | 28:29 | 28:29 | 28:29 | 25:45 | 19:04 |
 | Monkey King Bar | 7 | 10.94% | 32.5 | 57.14% | +2.75% | -7.14% | +42.86% | 0.00% | 38:07 | 26:10 | 28:18 | 36:04 | 40:47 | 53:22 | 12:29 | 09:14 |
 | Blink Dagger | 6 | 9.38% | 30.0 | 50.00% | -5.17% | -50.00% | +50.00% | 0.00% | 30:35 | 22:00 | 27:47 | 31:29 | 33:49 | 35:36 | 06:02 | 04:28 |
 | Moon Shard | 1 | 1.56% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:30 | 57:30 | 57:30 | 57:30 | 57:30 | 57:30 | 00:00 | 00:00 |
 | Swift Blink | 1 | 1.56% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:59 | 44:59 | 44:59 | 44:59 | 44:59 | 44:59 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 1.56% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:52 | 46:52 | 46:52 | 46:52 | 46:52 | 46:52 | 00:00 | 00:00 |
 | Black King Bar | 3 | 4.69% | 20.0 | 33.33% | -22.41% | -33.33% | 0.00% | 0.00% | 38:22 | 27:27 | 27:27 | 35:08 | 52:31 | 52:31 | 25:04 | 18:34 |
 | Diffusal Blade | 5 | 7.81% | 17.5 | 20.00% | -37.63% | -20.00% | -20.00% | 0.00% | 20:20 | 16:44 | 16:44 | 20:32 | 21:36 | 23:53 | 04:52 | 03:36 |
 | Daedalus | 1 | 1.56% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:31 | 40:31 | 40:31 | 40:31 | 40:31 | 40:31 | 00:00 | 00:00 |
 | Helm of Iron Will | 3 | 4.69% | 12.5 | 0.00% | -57.38% | 0.00% | 0.00% | 0.00% | 43:22 | 40:12 | 40:12 | 42:18 | 47:36 | 47:36 | 07:24 | 05:28 |
 | Nullifier | 1 | 1.56% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:22 | 44:22 | 44:22 | 44:22 | 44:22 | 44:22 | 00:00 | 00:00 |
 | Divine Rapier | 2 | 3.13% | 7.5 | 0.00% | -56.45% | 0.00% | 0.00% | 0.00% | 38:57 | 37:09 | 37:09 | 40:44 | 40:44 | 40:44 | 03:35 | 02:39 |
 | Crystalys | 2 | 3.13% | 5.0 | 0.00% | -56.45% | 0.00% | 0.00% | 0.00% | 35:22 | 32:50 | 32:50 | 37:54 | 37:54 | 37:54 | 05:04 | 03:45 |
 | Morbid Mask | 1 | 1.56% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:09 | 40:09 | 40:09 | 40:09 | 40:09 | 40:09 | 00:00 | 00:00 |