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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 | 23 | 10.75% | 100.0 | 82.61% | +38.63% | +0.72% | -15.94% | 0.00% | 40:11 | 24:39 | 34:52 | 38:42 | 41:25 | 60:40 | 06:33 | 04:51 |
 | Abyssal Blade | 62 | 28.97% | 98.0 | 72.58% | +34.42% | -3.83% | +7.42% | 1.44% | 35:57 | 25:59 | 31:23 | 34:29 | 39:13 | 54:21 | 07:50 | 05:48 |
 | Vanguard | 62 | 28.97% | 96.1 | 72.58% | +34.42% | -10.08% | +7.42% | 2.15% | 35:23 | 21:29 | 30:50 | 34:15 | 38:59 | 53:00 | 08:09 | 06:02 |
 | Satanic | 41 | 19.16% | 94.1 | 70.73% | +27.96% | +9.27% | -10.73% | -4.84% | 34:46 | 26:37 | 31:22 | 33:57 | 35:30 | 54:43 | 04:08 | 03:03 |
 | Skull Basher | 146 | 68.22% | 92.2 | 59.59% | +36.06% | +10.68% | -12.37% | -4.80% | 26:59 | 14:59 | 25:08 | 27:17 | 29:56 | 37:43 | 04:48 | 03:33 |
 | Blink Dagger | 189 | 88.32% | 90.2 | 53.44% | +45.44% | +8.26% | -8.76% | -2.66% | 20:19 | 12:19 | 16:46 | 18:47 | 23:10 | 41:24 | 06:24 | 04:44 |
 | Ring of Health | 119 | 55.61% | 88.2 | 52.94% | +10.83% | +0.39% | +27.06% | 1.38% | 15:46 | 01:58 | 06:05 | 09:29 | 25:25 | 52:22 | 19:20 | 14:19 |
 | Morbid Mask | 146 | 68.22% | 86.3 | 51.37% | +10.19% | -0.02% | +4.19% | 1.12% | 10:35 | 02:48 | 06:12 | 07:34 | 09:58 | 51:54 | 03:46 | 02:47 |
 | Black King Bar | 186 | 86.92% | 84.3 | 50.00% | +14.29% | +13.83% | -13.04% | -6.15% | 23:26 | 17:44 | 21:08 | 23:06 | 25:30 | 36:01 | 04:22 | 03:14 |
 | Diffusal Blade | 122 | 57.01% | 82.4 | 51.64% | +8.16% | +16.10% | -18.31% | -14.64% | 13:53 | 10:07 | 12:33 | 13:49 | 14:54 | 19:09 | 02:21 | 01:44 |
 | Quelling Blade | 212 | 99.07% | 80.4 | 48.58% | +48.58% | -5.18% | +4.25% | 0.00% | -01:22 | -01:30 | -01:29 | -01:29 | -01:29 | 08:57 | 00:00 | 00:00 |
 | Boots of Speed | 214 | 100.00% | 78.4 | 48.13% | +48.13% | +1.87% | +6.59% | 2.72% | 02:55 | 00:47 | 01:55 | 02:31 | 03:39 | 07:40 | 01:44 | 01:17 |
 | Chainmail | 156 | 72.90% | 76.5 | 49.36% | +4.53% | +1.92% | -3.21% | -1.63% | 06:30 | 00:57 | 04:24 | 05:48 | 07:33 | 17:14 | 03:09 | 02:20 |
 | Phase Boots | 155 | 72.43% | 74.5 | 49.03% | +3.27% | -0.31% | -5.44% | -1.97% | 07:32 | 04:04 | 05:49 | 06:57 | 08:25 | 17:47 | 02:36 | 01:55 |
 | Magic Stick | 196 | 91.59% | 72.5 | 47.96% | -2.04% | +7.14% | -11.23% | -18.37% | 00:28 | -01:30 | -01:29 | -01:29 | 00:20 | 29:14 | 01:49 | 01:20 |
 | Magic Wand | 176 | 82.24% | 70.6 | 48.30% | +0.93% | -2.85% | +3.97% | 0.79% | 08:26 | -01:29 | 04:03 | 07:28 | 12:40 | 29:21 | 08:37 | 06:22 |
 | Orb of Venom | 92 | 42.99% | 68.6 | 50.00% | +3.28% | +2.17% | +6.52% | 2.21% | 02:06 | -01:29 | 00:54 | 01:30 | 02:52 | 18:17 | 01:58 | 01:27 |
 | Fluffy Hat | 28 | 13.08% | 66.7 | 57.14% | +10.37% | -14.28% | 0.00% | 0.00% | 07:37 | 02:21 | 03:20 | 06:28 | 09:33 | 31:33 | 06:13 | 04:36 |
 | Monkey King Bar | 42 | 19.63% | 64.7 | 52.38% | +5.29% | +11.26% | +7.62% | -0.33% | 36:39 | 26:45 | 31:18 | 36:13 | 42:30 | 51:10 | 11:12 | 08:17 |
 | Wind Lace | 47 | 21.96% | 62.7 | 51.06% | +3.75% | +15.61% | -26.06% | -5.98% | 10:00 | 01:12 | 06:31 | 08:53 | 13:29 | 19:09 | 06:58 | 05:09 |
 | Orb of Corrosion | 27 | 12.62% | 60.8 | 55.56% | +8.50% | +1.58% | +15.87% | 0.00% | 08:20 | 03:22 | 04:12 | 07:22 | 09:45 | 31:33 | 05:33 | 04:06 |
 | Void Stone | 91 | 42.52% | 58.8 | 45.05% | -5.36% | +7.12% | +2.78% | -1.14% | 12:59 | 06:27 | 10:22 | 11:47 | 14:10 | 42:08 | 03:48 | 02:48 |
 | Power Treads | 55 | 25.70% | 56.9 | 47.27% | -1.16% | +2.73% | +9.87% | 2.52% | 07:51 | 04:35 | 06:23 | 07:21 | 09:13 | 18:00 | 02:50 | 02:05 |
 | Javelin | 45 | 21.03% | 54.9 | 48.89% | +0.96% | -3.44% | +14.75% | 1.92% | 34:39 | 20:45 | 29:43 | 35:29 | 39:11 | 50:16 | 09:28 | 07:00 |
 | Blight Stone | 28 | 13.08% | 52.9 | 53.57% | +6.26% | +3.57% | +3.57% | 0.00% | 07:17 | 01:52 | 02:50 | 06:22 | 09:45 | 31:32 | 06:55 | 05:07 |
 | Battle Fury | 87 | 40.65% | 51.0 | 43.68% | -7.50% | +15.41% | -7.32% | -8.86% | 14:59 | 11:42 | 13:39 | 14:34 | 16:13 | 19:37 | 02:34 | 01:54 |
 | Sange and Yasha | 10 | 4.67% | 49.0 | 70.00% | +22.94% | -36.67% | +30.00% | 0.00% | 27:43 | 18:30 | 21:46 | 26:25 | 33:16 | 37:30 | 11:30 | 08:31 |
 | Sange | 10 | 4.67% | 47.1 | 70.00% | +22.94% | -36.67% | +30.00% | 0.00% | 25:50 | 15:01 | 18:35 | 26:00 | 32:24 | 36:27 | 13:49 | 10:14 |
 | Yasha | 10 | 4.67% | 45.1 | 70.00% | +22.94% | -3.33% | +30.00% | 0.00% | 25:31 | 15:45 | 16:31 | 23:14 | 32:20 | 36:26 | 15:49 | 11:42 |
 | Nullifier | 13 | 6.07% | 43.1 | 61.54% | +14.28% | +5.13% | -28.21% | 0.00% | 38:05 | 27:34 | 31:19 | 33:50 | 43:14 | 57:02 | 11:55 | 08:49 |
 | Helm of Iron Will | 16 | 7.48% | 41.2 | 56.25% | +8.78% | -6.25% | -6.25% | 0.00% | 37:10 | 27:25 | 30:55 | 33:14 | 40:46 | 56:40 | 09:51 | 07:17 |
 | Linken's Sphere | 5 | 2.34% | 39.2 | 80.00% | +32.63% | +20.00% | -80.00% | 0.00% | 32:58 | 25:39 | 25:39 | 30:37 | 36:33 | 42:14 | 10:54 | 08:04 |
 | Wraith Band | 36 | 16.82% | 37.3 | 41.67% | -7.77% | -30.56% | -8.34% | 13.89% | 03:21 | -01:29 | 01:35 | 02:30 | 03:11 | 29:24 | 01:36 | 01:11 |
 | Aghanim's Shard | 54 | 25.23% | 35.3 | 35.19% | -17.31% | +14.81% | -4.42% | -2.15% | 29:42 | 17:23 | 24:58 | 29:07 | 33:54 | 47:33 | 08:56 | 06:37 |
 | Aghanim's Scepter | 11 | 5.14% | 33.3 | 54.55% | +6.77% | +12.12% | +45.45% | 0.00% | 31:54 | 24:02 | 24:43 | 30:38 | 33:34 | 52:25 | 08:51 | 06:33 |
 | Shadow Blade | 2 | 0.93% | 31.4 | 100.00% | +52.36% | 0.00% | 0.00% | 0.00% | 35:38 | 28:56 | 28:56 | 42:20 | 42:20 | 42:20 | 13:24 | 09:55 |
 | Refresher Orb | 5 | 2.34% | 29.4 | 60.00% | +12.15% | +40.00% | -60.00% | 0.00% | 42:59 | 35:20 | 35:20 | 37:39 | 51:13 | 53:32 | 15:53 | 11:45 |
 | Moon Shard | 4 | 1.87% | 27.5 | 50.00% | +1.90% | +50.00% | -50.00% | 0.00% | 51:31 | 46:24 | 46:24 | 48:07 | 55:17 | 56:17 | 08:53 | 06:34 |
 | Overwhelming Blink | 1 | 0.47% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:01 | 46:01 | 46:01 | 46:01 | 46:01 | 46:01 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.47% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:21 | 08:21 | 08:21 | 08:21 | 08:21 | 08:21 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.47% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:33 | 52:33 | 52:33 | 52:33 | 52:33 | 52:33 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.47% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.47% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:08 | 45:08 | 45:08 | 45:08 | 45:08 | 45:08 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.47% | 15.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:58 | 48:58 | 48:58 | 48:58 | 48:58 | 48:58 | 00:00 | 00:00 |
 | Hand of Midas | 2 | 0.93% | 13.7 | 50.00% | +1.89% | +50.00% | 0.00% | 0.00% | 13:27 | 12:48 | 12:48 | 14:06 | 14:06 | 14:06 | 01:18 | 00:57 |
 | Eye of Skadi | 3 | 1.40% | 11.8 | 33.33% | -15.01% | +66.67% | 0.00% | 0.00% | 32:10 | 26:43 | 26:43 | 31:12 | 38:34 | 38:34 | 11:51 | 08:46 |
 | Crystalys | 3 | 1.40% | 9.8 | 33.33% | -15.01% | +66.67% | 0.00% | 0.00% | 37:14 | 29:31 | 29:31 | 36:39 | 45:31 | 45:31 | 16:00 | 11:51 |
 | Tranquil Boots | 1 | 0.47% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 00:00 | 00:00 |
 | Bottle | 1 | 0.47% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:08 | 02:08 | 02:08 | 02:08 | 02:08 | 02:08 | 00:00 | 00:00 |
 | Butterfly | 1 | 0.47% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 00:00 | 00:00 |
 | Daedalus | 1 | 0.47% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:48 | 45:48 | 45:48 | 45:48 | 45:48 | 45:48 | 00:00 | 00:00 |