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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 | |
 | Swift Blink | 36 | 30.25% | 100.0 | 88.89% | +49.13% | +11.11% | -11.11% | -3.60% | 40:19 | 26:58 | 36:17 | 40:37 | 42:27 | 51:32 | 06:10 | 04:34 |
 | Satanic | 14 | 11.76% | 97.8 | 92.86% | +43.34% | +7.14% | +7.14% | 0.00% | 37:21 | 19:09 | 30:28 | 35:08 | 36:45 | 1:07:48 | 06:17 | 04:39 |
 | Morbid Mask | 18 | 15.13% | 95.7 | 83.33% | +33.83% | -23.33% | +16.67% | 2.88% | 32:14 | 08:16 | 22:02 | 30:03 | 35:56 | 1:07:35 | 13:54 | 10:17 |
 | Aghanim's Scepter | 13 | 10.92% | 93.5 | 84.62% | +33.68% | +15.38% | -17.95% | 0.00% | 32:38 | 20:29 | 27:15 | 32:56 | 34:49 | 40:58 | 07:34 | 05:36 |
 | Abyssal Blade | 68 | 57.14% | 91.3 | 66.18% | +26.96% | +16.17% | -30.89% | -8.35% | 33:01 | 26:24 | 29:27 | 31:39 | 35:05 | 51:41 | 05:38 | 04:10 |
 | Vanguard | 67 | 56.30% | 89.1 | 65.67% | +25.29% | +16.68% | -18.61% | -7.30% | 32:23 | 12:05 | 29:10 | 31:31 | 34:00 | 51:41 | 04:50 | 03:34 |
 | Eye of Skadi | 6 | 5.04% | 87.0 | 100.00% | +47.79% | 0.00% | 0.00% | 0.00% | 33:17 | 29:01 | 30:50 | 32:06 | 36:08 | 39:21 | 05:18 | 03:55 |
 | Skull Basher | 103 | 86.55% | 84.8 | 61.17% | +48.67% | +27.29% | -26.55% | -16.15% | 25:59 | 17:23 | 24:24 | 25:56 | 27:44 | 34:32 | 03:20 | 02:28 |
 | Blink Dagger | 115 | 96.64% | 82.6 | 56.52% | +56.52% | +12.45% | -22.04% | -5.35% | 19:53 | 13:22 | 16:32 | 18:11 | 22:59 | 33:46 | 06:27 | 04:46 |
 | Void Stone | 116 | 97.48% | 80.4 | 56.03% | +56.03% | -4.31% | -14.65% | -2.72% | 11:33 | 05:24 | 09:53 | 11:14 | 13:41 | 16:36 | 03:48 | 02:48 |
 | Battle Fury | 116 | 97.48% | 78.3 | 56.03% | +56.03% | +12.94% | -18.10% | -17.74% | 14:13 | 10:29 | 13:14 | 14:07 | 14:59 | 18:33 | 01:45 | 01:17 |
 | Phase Boots | 95 | 79.83% | 76.1 | 56.84% | +11.01% | +13.99% | -2.67% | -7.09% | 08:01 | 04:24 | 06:15 | 07:28 | 08:36 | 26:26 | 02:21 | 01:44 |
 | Black King Bar | 113 | 94.96% | 73.9 | 55.75% | +22.42% | +8.54% | -5.75% | -5.01% | 21:52 | 17:49 | 20:25 | 21:43 | 23:16 | 28:02 | 02:51 | 02:06 |
 | Ring of Health | 118 | 99.16% | 71.7 | 55.08% | +55.08% | -5.08% | -10.25% | -1.26% | 06:24 | 01:49 | 03:47 | 05:56 | 07:53 | 39:46 | 04:06 | 03:02 |
 | Chainmail | 96 | 80.67% | 69.6 | 56.25% | +8.42% | +2.08% | -2.08% | -1.57% | 06:48 | 02:30 | 05:00 | 06:06 | 07:39 | 26:21 | 02:39 | 01:57 |
 | Crystalys | 5 | 4.20% | 67.4 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 32:50 | 29:41 | 29:41 | 31:17 | 35:45 | 36:43 | 06:04 | 04:29 |
 | Boots of Speed | 119 | 100.00% | 65.2 | 54.62% | +54.62% | +15.38% | -14.62% | -11.25% | 03:23 | 00:48 | 01:58 | 03:10 | 04:38 | 07:34 | 02:40 | 01:58 |
 | Quelling Blade | 119 | 100.00% | 63.0 | 54.62% | +54.62% | -17.95% | -1.29% | 0.00% | -01:23 | -01:30 | -01:29 | -01:29 | -01:29 | 09:55 | 00:00 | 00:00 |
 | Magic Stick | 96 | 80.67% | 60.9 | 54.17% | -2.35% | -4.17% | -16.67% | -12.50% | 00:22 | -01:30 | -01:29 | -01:29 | -01:28 | 20:51 | 00:01 | 00:00 |
 | Wraith Band | 36 | 30.25% | 58.7 | 58.33% | +5.32% | +8.34% | +19.45% | 7.33% | 03:06 | 00:26 | 01:48 | 02:21 | 03:19 | 15:51 | 01:31 | 01:07 |
 | Magic Wand | 71 | 59.66% | 56.5 | 52.11% | -6.22% | -2.11% | -7.67% | -0.48% | 11:11 | 00:43 | 04:24 | 10:09 | 15:56 | 25:05 | 11:32 | 08:32 |
 | Wind Lace | 54 | 45.38% | 54.3 | 53.70% | -1.68% | +24.87% | -15.24% | -17.44% | 13:40 | 03:31 | 12:56 | 13:52 | 15:14 | 33:56 | 02:18 | 01:42 |
 | Boots of Travel 2 | 4 | 3.36% | 52.2 | 100.00% | +46.96% | 0.00% | 0.00% | 0.00% | 53:32 | 39:40 | 39:40 | 47:43 | 1:01:46 | 1:04:58 | 22:06 | 16:22 |
 | Orb of Venom | 16 | 13.45% | 50.0 | 62.50% | +9.10% | -12.50% | +12.50% | 6.22% | 03:13 | -01:29 | 01:32 | 02:13 | 05:33 | 09:45 | 04:01 | 02:58 |
 | Orb of Corrosion | 5 | 4.20% | 47.8 | 80.00% | +26.49% | +20.00% | +20.00% | 0.00% | 08:55 | 04:28 | 04:28 | 08:38 | 09:45 | 14:51 | 05:17 | 03:54 |
 | Fluffy Hat | 5 | 4.20% | 45.7 | 80.00% | +26.49% | +20.00% | +20.00% | 0.00% | 08:22 | 03:10 | 03:10 | 07:52 | 09:45 | 14:11 | 06:35 | 04:52 |
 | Refresher Orb | 5 | 4.20% | 43.5 | 80.00% | +26.49% | +20.00% | +20.00% | 0.00% | 50:17 | 38:59 | 38:59 | 51:42 | 55:12 | 55:36 | 16:13 | 12:00 |
 | Power Treads | 23 | 19.33% | 41.3 | 47.83% | -8.42% | +18.84% | -14.50% | -23.53% | 08:22 | 04:45 | 06:36 | 07:16 | 08:01 | 16:51 | 01:25 | 01:02 |
 | Helm of Iron Will | 15 | 12.61% | 39.1 | 53.33% | -1.48% | -3.33% | +21.67% | 2.56% | 37:48 | 24:34 | 32:33 | 35:11 | 42:18 | 54:51 | 09:45 | 07:13 |
 | Nullifier | 15 | 12.61% | 37.0 | 53.33% | -1.48% | -3.33% | +21.67% | 2.64% | 38:54 | 27:31 | 33:24 | 36:39 | 42:52 | 55:06 | 09:28 | 07:00 |
 | Blight Stone | 6 | 5.04% | 34.8 | 66.67% | +12.69% | -16.67% | +33.33% | 0.00% | 07:31 | 02:19 | 04:40 | 06:18 | 09:45 | 14:10 | 05:05 | 03:45 |
 | Monkey King Bar | 13 | 10.92% | 32.6 | 46.15% | -9.51% | +20.52% | -12.82% | 0.00% | 37:07 | 28:55 | 30:42 | 33:18 | 39:20 | 1:11:14 | 08:38 | 06:23 |
 | Silver Edge | 2 | 1.68% | 30.4 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 33:36 | 29:58 | 29:58 | 37:14 | 37:14 | 37:14 | 07:16 | 05:22 |
 | Shadow Blade | 2 | 1.68% | 28.3 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 30:10 | 26:56 | 26:56 | 33:23 | 33:23 | 33:23 | 06:27 | 04:46 |
 | Daedalus | 2 | 1.68% | 26.1 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 35:32 | 33:32 | 33:32 | 37:31 | 37:31 | 37:31 | 03:59 | 02:57 |
 | Javelin | 14 | 11.76% | 23.9 | 42.86% | -13.33% | -17.86% | -9.53% | 0.00% | 32:44 | 27:54 | 28:57 | 30:48 | 38:40 | 39:55 | 09:43 | 07:11 |
 | Aghanim's Shard | 28 | 23.53% | 21.7 | 28.57% | -34.07% | +14.29% | 0.00% | -3.47% | 30:50 | 17:00 | 29:21 | 30:48 | 33:28 | 37:10 | 04:07 | 03:02 |
 | Aghanim's Blessing | 3 | 2.52% | 19.6 | 66.67% | +12.36% | +33.33% | 0.00% | 0.00% | 39:05 | 34:20 | 34:20 | 40:05 | 42:50 | 42:50 | 08:30 | 06:17 |
 | Boots of Travel | 1 | 0.84% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:23 | 19:23 | 19:23 | 19:23 | 19:23 | 19:23 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.84% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:48 | 58:48 | 58:48 | 58:48 | 58:48 | 58:48 | 00:00 | 00:00 |
 | Yasha | 1 | 0.84% | 13.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:42 | 16:42 | 16:42 | 16:42 | 16:42 | 16:42 | 00:00 | 00:00 |
 | Sange | 1 | 0.84% | 10.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:42 | 18:42 | 18:42 | 18:42 | 18:42 | 18:42 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.84% | 8.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:58 | 18:58 | 18:58 | 18:58 | 18:58 | 18:58 | 00:00 | 00:00 |
 | Linken's Sphere | 8 | 6.72% | 6.5 | 12.50% | -45.16% | +37.50% | -12.50% | 0.00% | 38:30 | 32:18 | 34:13 | 37:06 | 38:05 | 46:56 | 03:52 | 02:51 |
 | Diffusal Blade | 2 | 1.68% | 4.3 | 0.00% | -55.56% | 0.00% | 0.00% | 0.00% | 13:04 | 10:48 | 10:48 | 15:20 | 15:20 | 15:20 | 04:32 | 03:21 |
 | Divine Rapier | 1 | 0.84% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:10 | 1:10:10 | 1:10:10 | 1:10:10 | 1:10:10 | 1:10:10 | 00:00 | 00:00 |