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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 | |
 | Skull Basher | 55 | 32.74% | 100.0 | 63.64% | +28.24% | +0.65% | -6.50% | -0.87% | 31:49 | 20:36 | 27:33 | 31:33 | 35:44 | 42:28 | 08:11 | 06:03 |
 | Abyssal Blade | 16 | 9.52% | 97.9 | 75.00% | +33.55% | +25.00% | -25.00% | 0.00% | 41:04 | 30:35 | 37:49 | 41:48 | 43:50 | 52:28 | 06:01 | 04:27 |
 | Vanguard | 16 | 9.52% | 95.8 | 75.00% | +33.55% | +25.00% | -25.00% | 0.00% | 40:21 | 25:21 | 36:21 | 41:42 | 43:39 | 52:22 | 07:18 | 05:24 |
 | Ring of Health | 46 | 27.38% | 93.8 | 60.87% | +22.35% | -2.54% | +11.86% | 0.58% | 23:59 | 03:58 | 09:03 | 25:06 | 33:56 | 50:37 | 24:53 | 18:25 |
 | Swift Blink | 8 | 4.76% | 91.7 | 87.50% | +45.00% | +12.50% | -37.50% | 0.00% | 45:56 | 41:18 | 41:36 | 46:19 | 47:25 | 52:37 | 05:49 | 04:18 |
 | Void Stone | 38 | 22.62% | 89.6 | 60.53% | +20.53% | -10.53% | +6.14% | 0.90% | 20:07 | 07:16 | 11:22 | 18:17 | 29:49 | 40:05 | 18:27 | 13:40 |
 | Eye of Skadi | 79 | 47.02% | 87.5 | 54.43% | +18.47% | +15.57% | -14.43% | -6.45% | 30:06 | 21:54 | 27:14 | 29:50 | 31:53 | 53:17 | 04:39 | 03:26 |
 | Linken's Sphere | 23 | 13.69% | 85.4 | 65.22% | +23.84% | +18.11% | +18.11% | 0.00% | 29:53 | 19:40 | 25:29 | 30:04 | 33:20 | 40:05 | 07:51 | 05:48 |
 | Blink Dagger | 43 | 25.60% | 83.3 | 58.14% | +18.14% | +23.68% | -3.59% | -2.52% | 32:41 | 19:00 | 25:33 | 33:41 | 36:23 | 50:51 | 10:50 | 08:01 |
 | Mjollnir | 64 | 38.10% | 81.3 | 54.69% | +16.23% | +7.81% | +7.81% | 0.00% | 26:56 | 15:48 | 20:26 | 25:25 | 32:44 | 51:48 | 12:18 | 09:06 |
 | Butterfly | 14 | 8.33% | 79.2 | 71.43% | +29.22% | +28.57% | -4.76% | 0.00% | 33:05 | 26:23 | 30:27 | 31:08 | 36:28 | 39:50 | 06:01 | 04:27 |
 | Magic Stick | 151 | 89.88% | 77.1 | 47.68% | +30.03% | -0.31% | -2.94% | -2.63% | 01:24 | -01:29 | -01:29 | -01:29 | 01:57 | 19:50 | 03:26 | 02:32 |
 | Magic Wand | 141 | 83.93% | 75.0 | 46.81% | +13.48% | +1.76% | -6.81% | -1.08% | 09:21 | -01:29 | 05:40 | 08:41 | 13:34 | 27:00 | 07:54 | 05:51 |
 | Yasha | 147 | 87.50% | 72.9 | 46.26% | +12.93% | +10.50% | +2.39% | -3.53% | 17:42 | 10:26 | 16:09 | 17:17 | 18:27 | 35:41 | 02:18 | 01:42 |
 | Manta Style | 102 | 60.71% | 70.8 | 48.04% | +8.65% | +9.65% | -12.04% | -7.79% | 21:35 | 16:24 | 19:43 | 21:04 | 22:30 | 36:37 | 02:47 | 02:03 |
 | Aghanim's Scepter | 11 | 6.55% | 68.8 | 72.73% | +30.05% | +27.27% | -6.06% | 0.00% | 30:14 | 24:23 | 26:49 | 28:36 | 30:47 | 43:32 | 03:58 | 02:56 |
 | Phase Boots | 159 | 94.64% | 66.7 | 45.28% | +11.95% | +9.72% | -15.28% | -15.79% | 06:13 | 03:51 | 05:14 | 06:00 | 06:49 | 15:33 | 01:35 | 01:10 |
 | Chainmail | 160 | 95.24% | 64.6 | 45.00% | +7.50% | +10.00% | -7.50% | -11.05% | 04:59 | 01:38 | 03:58 | 04:44 | 05:33 | 15:00 | 01:35 | 01:10 |
 | Boots of Speed | 168 | 100.00% | 62.5 | 44.64% | +44.64% | +10.12% | -6.54% | -16.66% | 02:17 | -01:29 | 01:43 | 02:05 | 02:37 | 05:43 | 00:54 | 00:40 |
 | Quelling Blade | 166 | 98.81% | 60.4 | 44.58% | -5.42% | +0.66% | +9.08% | 0.00% | -01:17 | -01:30 | -01:29 | -01:29 | -01:29 | 04:24 | 00:00 | 00:00 |
 | Javelin | 147 | 87.50% | 58.3 | 44.90% | +2.04% | +11.86% | -12.47% | -5.91% | 11:03 | 06:13 | 08:42 | 10:31 | 12:49 | 37:34 | 04:07 | 03:02 |
 | Maelstrom | 143 | 85.12% | 56.3 | 44.76% | +0.76% | +24.68% | -16.98% | -15.92% | 13:36 | 10:12 | 12:11 | 13:23 | 14:48 | 19:08 | 02:37 | 01:56 |
 | Aghanim's Shard | 123 | 73.21% | 54.2 | 43.09% | -5.80% | +11.75% | -7.61% | -3.13% | 22:55 | 15:01 | 19:15 | 22:23 | 25:26 | 37:21 | 06:11 | 04:34 |
 | Sange | 33 | 19.64% | 52.1 | 51.52% | +8.56% | +35.98% | -14.02% | -10.64% | 21:42 | 15:27 | 18:28 | 20:48 | 23:10 | 38:33 | 04:42 | 03:28 |
 | Sange and Yasha | 33 | 19.64% | 50.0 | 51.52% | +8.56% | +35.98% | -14.02% | -11.24% | 22:07 | 17:16 | 18:44 | 21:08 | 23:11 | 38:33 | 04:27 | 03:17 |
 | Wind Lace | 38 | 22.62% | 47.9 | 50.00% | +6.92% | +20.00% | -16.67% | -5.15% | 09:35 | -01:29 | 05:29 | 08:15 | 12:36 | 28:38 | 07:07 | 05:16 |
 | Ring of Basilius | 32 | 19.05% | 45.8 | 50.00% | +6.62% | +12.50% | +12.50% | 0.00% | 08:36 | 04:24 | 06:39 | 08:02 | 09:11 | 15:23 | 02:32 | 01:52 |
 | Wraith Band | 61 | 36.31% | 43.8 | 44.26% | -0.60% | -17.59% | +9.07% | 16.32% | 02:43 | -01:29 | 01:39 | 02:08 | 03:17 | 08:11 | 01:38 | 01:12 |
 | Hand of Midas | 29 | 17.26% | 41.7 | 44.83% | +0.23% | +12.31% | -1.97% | -6.16% | 11:22 | 09:28 | 09:50 | 10:59 | 12:09 | 16:33 | 02:19 | 01:42 |
 | Battle Fury | 17 | 10.12% | 39.6 | 47.06% | +2.69% | -22.06% | +27.94% | 0.00% | 14:23 | 12:46 | 13:08 | 14:28 | 14:50 | 17:20 | 01:42 | 01:15 |
 | Black King Bar | 8 | 4.76% | 37.5 | 50.00% | +5.62% | -50.00% | 0.00% | 0.00% | 32:24 | 22:13 | 27:02 | 31:01 | 36:31 | 41:07 | 09:29 | 07:01 |
 | Monkey King Bar | 5 | 2.98% | 35.4 | 60.00% | +15.83% | +40.00% | -60.00% | 0.00% | 34:29 | 23:55 | 23:55 | 31:04 | 40:39 | 46:05 | 16:44 | 12:23 |
 | Diffusal Blade | 6 | 3.57% | 33.3 | 50.00% | +5.56% | 0.00% | +50.00% | 0.00% | 12:15 | 10:36 | 10:52 | 11:32 | 12:57 | 15:07 | 02:05 | 01:32 |
 | Helm of Iron Will | 4 | 2.38% | 31.3 | 50.00% | +5.49% | +50.00% | -50.00% | 0.00% | 36:42 | 30:52 | 30:52 | 33:18 | 40:35 | 42:04 | 09:43 | 07:11 |
 | Power Treads | 9 | 5.36% | 29.2 | 33.33% | -11.95% | -33.33% | -33.33% | 0.00% | 06:37 | 04:55 | 05:21 | 06:18 | 07:42 | 09:00 | 02:21 | 01:44 |
 | Moon Shard | 1 | 0.60% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:50 | 58:50 | 58:50 | 58:50 | 58:50 | 58:50 | 00:00 | 00:00 |
 | Crystalys | 2 | 1.19% | 25.0 | 50.00% | +5.42% | +50.00% | 0.00% | 0.00% | 33:31 | 28:37 | 28:37 | 38:24 | 38:24 | 38:24 | 09:47 | 07:14 |
 | Silver Edge | 2 | 1.19% | 22.9 | 50.00% | +5.42% | +50.00% | 0.00% | 0.00% | 35:43 | 31:35 | 31:35 | 39:51 | 39:51 | 39:51 | 08:16 | 06:07 |
 | Ring of Protection | 3 | 1.79% | 20.8 | 33.33% | -11.52% | +66.67% | 0.00% | 0.00% | 06:47 | 05:40 | 05:40 | 06:10 | 08:32 | 08:32 | 02:52 | 02:07 |
 | Soul Ring | 3 | 1.79% | 18.8 | 33.33% | -11.52% | -33.33% | 0.00% | 0.00% | 07:47 | 06:42 | 06:42 | 08:08 | 08:32 | 08:32 | 01:50 | 01:21 |
 | Nullifier | 3 | 1.79% | 16.7 | 33.33% | -11.52% | +66.67% | 0.00% | 0.00% | 38:11 | 31:26 | 31:26 | 40:53 | 42:15 | 42:15 | 10:49 | 08:00 |
 | Shadow Blade | 7 | 4.17% | 14.6 | 14.29% | -31.67% | -14.29% | -14.29% | 0.00% | 32:54 | 26:00 | 29:39 | 34:36 | 34:40 | 37:10 | 05:01 | 03:42 |
 | Satanic | 1 | 0.60% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:58 | 35:58 | 35:58 | 35:58 | 35:58 | 35:58 | 00:00 | 00:00 |
 | Bottle | 1 | 0.60% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:10 | 38:10 | 38:10 | 38:10 | 38:10 | 38:10 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.60% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:39 | 44:39 | 44:39 | 44:39 | 44:39 | 44:39 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.60% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:44 | 35:44 | 35:44 | 35:44 | 35:44 | 35:44 | 00:00 | 00:00 |
 | Fluffy Hat | 2 | 1.19% | 4.2 | 0.00% | -45.18% | 0.00% | 0.00% | 0.00% | 07:52 | 06:48 | 06:48 | 08:55 | 08:55 | 08:55 | 02:07 | 01:34 |
 | Falcon Blade | 2 | 1.19% | 2.1 | 0.00% | -45.18% | 0.00% | 0.00% | 0.00% | 08:23 | 06:56 | 06:56 | 09:50 | 09:50 | 09:50 | 02:54 | 02:08 |