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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 | |
 | Abyssal Blade | 16 | 26.23% | 100.0 | 81.25% | +43.47% | -31.25% | +18.75% | 6.67% | 38:20 | 26:59 | 34:17 | 36:20 | 41:47 | 54:21 | 07:30 | 05:33 |
 | Vanguard | 16 | 26.23% | 97.6 | 81.25% | +43.47% | -31.25% | +18.75% | 6.55% | 37:58 | 26:56 | 34:02 | 36:06 | 41:40 | 52:23 | 07:38 | 05:39 |
 | Skull Basher | 40 | 65.57% | 95.2 | 67.50% | +53.21% | +12.50% | +2.50% | -2.14% | 26:45 | 14:59 | 24:34 | 26:48 | 29:14 | 34:44 | 04:40 | 03:27 |
 | Ring of Health | 23 | 37.70% | 92.9 | 65.22% | +25.75% | -31.89% | +18.11% | 1.70% | 23:57 | 02:57 | 06:39 | 33:17 | 36:06 | 52:22 | 29:27 | 21:48 |
 | Blink Dagger | 53 | 86.89% | 90.5 | 54.72% | +42.22% | +14.51% | -0.87% | -2.35% | 20:40 | 14:04 | 16:38 | 19:00 | 23:10 | 33:07 | 06:32 | 04:50 |
 | Satanic | 11 | 18.03% | 88.1 | 72.73% | +28.73% | +27.27% | -39.40% | 0.00% | 33:09 | 26:37 | 30:41 | 32:43 | 33:44 | 43:14 | 03:03 | 02:15 |
 | Black King Bar | 50 | 81.97% | 85.7 | 54.00% | +26.73% | +15.23% | -12.33% | -4.58% | 24:02 | 18:08 | 20:23 | 22:55 | 26:24 | 36:01 | 06:01 | 04:27 |
 | Orb of Venom | 25 | 40.98% | 83.3 | 60.00% | +18.33% | -10.00% | +6.67% | 8.62% | 01:50 | -01:29 | -01:29 | 01:10 | 03:25 | 12:17 | 04:54 | 03:37 |
 | Diffusal Blade | 49 | 80.33% | 81.0 | 53.06% | +19.73% | +13.61% | -28.06% | -17.73% | 14:24 | 10:07 | 13:06 | 14:30 | 15:27 | 19:09 | 02:21 | 01:44 |
 | Morbid Mask | 50 | 81.97% | 78.6 | 52.00% | +15.64% | -5.85% | -10.33% | -1.63% | 08:34 | 03:08 | 06:03 | 07:26 | 08:48 | 51:54 | 02:45 | 02:02 |
 | Quelling Blade | 61 | 100.00% | 76.2 | 49.18% | +49.18% | +24.15% | -9.18% | 0.00% | -01:27 | -01:30 | -01:29 | -01:29 | -01:29 | 00:28 | 00:00 | 00:00 |
 | Boots of Speed | 61 | 100.00% | 73.8 | 49.18% | +49.18% | +24.15% | -9.18% | -33.33% | 02:23 | 01:27 | 01:44 | 02:00 | 02:41 | 07:40 | 00:57 | 00:42 |
 | Monkey King Bar | 14 | 22.95% | 71.4 | 64.29% | +19.61% | +10.71% | +2.38% | -0.58% | 36:20 | 27:38 | 29:18 | 35:48 | 43:34 | 50:39 | 14:16 | 10:34 |
 | Magic Stick | 58 | 95.08% | 69.0 | 48.28% | -18.39% | +5.05% | -5.42% | -10.47% | 01:13 | -01:30 | -01:29 | -01:29 | 01:25 | 18:49 | 02:54 | 02:08 |
 | Magic Wand | 56 | 91.80% | 66.7 | 48.21% | -11.79% | -12.50% | +8.93% | 2.67% | 08:31 | 01:46 | 04:03 | 06:43 | 12:04 | 20:41 | 08:01 | 05:56 |
 | Phase Boots | 45 | 73.77% | 64.3 | 48.89% | -1.11% | +14.75% | -21.62% | -20.21% | 06:32 | 04:15 | 05:30 | 06:10 | 07:18 | 12:45 | 01:48 | 01:20 |
 | Chainmail | 45 | 73.77% | 61.9 | 48.89% | -1.11% | +14.75% | -12.53% | -13.42% | 05:19 | 01:48 | 04:08 | 05:05 | 06:10 | 12:14 | 02:02 | 01:30 |
 | Javelin | 16 | 26.23% | 59.5 | 56.25% | +9.58% | +18.75% | -6.25% | -2.59% | 34:47 | 23:14 | 27:30 | 33:42 | 37:09 | 50:03 | 09:39 | 07:08 |
 | Aghanim's Shard | 13 | 21.31% | 57.1 | 53.85% | +5.93% | -53.85% | +12.82% | 9.30% | 28:33 | 22:04 | 24:47 | 28:29 | 31:57 | 36:12 | 07:10 | 05:18 |
 | Power Treads | 13 | 21.31% | 54.8 | 53.85% | +5.93% | +46.15% | +12.82% | -15.87% | 07:51 | 04:35 | 06:24 | 07:42 | 08:30 | 13:51 | 02:06 | 01:33 |
 | Swift Blink | 4 | 6.56% | 52.4 | 75.00% | +27.63% | +25.00% | +25.00% | 0.00% | 44:08 | 24:39 | 24:39 | 38:42 | 52:32 | 60:40 | 27:53 | 20:39 |
 | Wind Lace | 15 | 24.59% | 50.0 | 40.00% | -12.17% | +35.00% | +10.00% | -3.54% | 08:56 | 01:12 | 04:48 | 07:57 | 11:52 | 17:50 | 07:04 | 05:14 |
 | Sange and Yasha | 5 | 8.20% | 47.6 | 60.00% | +11.79% | -60.00% | +40.00% | 0.00% | 29:30 | 21:46 | 21:46 | 29:35 | 33:16 | 36:27 | 11:30 | 08:31 |
 | Sange | 5 | 8.20% | 45.2 | 60.00% | +11.79% | -60.00% | +40.00% | 0.00% | 28:04 | 15:01 | 15:01 | 29:35 | 33:16 | 36:27 | 18:15 | 13:31 |
 | Yasha | 5 | 8.20% | 42.9 | 60.00% | +11.79% | -60.00% | +40.00% | 0.00% | 28:48 | 21:29 | 21:29 | 29:34 | 33:16 | 36:26 | 11:47 | 08:43 |
 | Fluffy Hat | 3 | 4.92% | 40.5 | 66.67% | +18.39% | -66.67% | 0.00% | 0.00% | 09:24 | 03:58 | 03:58 | 11:58 | 12:17 | 12:17 | 08:19 | 06:09 |
 | Orb of Corrosion | 3 | 4.92% | 38.1 | 66.67% | +18.39% | -66.67% | 0.00% | 0.00% | 09:49 | 04:42 | 04:42 | 12:17 | 12:28 | 12:28 | 07:46 | 05:45 |
 | Blight Stone | 3 | 4.92% | 35.7 | 66.67% | +18.39% | -66.67% | 0.00% | 0.00% | 09:10 | 03:58 | 03:58 | 11:14 | 12:17 | 12:17 | 08:19 | 06:09 |
 | Void Stone | 11 | 18.03% | 33.3 | 36.36% | -15.64% | -3.03% | -3.03% | 0.00% | 11:50 | 08:47 | 09:44 | 11:30 | 12:34 | 15:45 | 02:50 | 02:05 |
 | Battle Fury | 11 | 18.03% | 31.0 | 36.36% | -15.64% | -3.03% | -3.03% | 0.00% | 13:53 | 11:42 | 12:22 | 14:25 | 14:32 | 15:51 | 02:10 | 01:36 |
 | Aghanim's Scepter | 4 | 6.56% | 28.6 | 50.00% | +0.88% | -50.00% | +50.00% | 0.00% | 32:11 | 24:02 | 24:02 | 24:43 | 27:32 | 52:25 | 03:30 | 02:35 |
 | Hand of Midas | 1 | 1.64% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:48 | 12:48 | 12:48 | 12:48 | 12:48 | 12:48 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.64% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:40 | 56:40 | 56:40 | 56:40 | 56:40 | 56:40 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.64% | 21.4 | 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 |
 | Nullifier | 1 | 1.64% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:02 | 57:02 | 57:02 | 57:02 | 57:02 | 57:02 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 3.28% | 16.7 | 50.00% | +0.85% | +50.00% | 0.00% | 0.00% | 44:26 | 35:20 | 35:20 | 53:32 | 53:32 | 53:32 | 18:12 | 13:28 |
 | Eye of Skadi | 2 | 3.28% | 14.3 | 50.00% | +0.85% | +50.00% | 0.00% | 0.00% | 28:58 | 26:43 | 26:43 | 31:12 | 31:12 | 31:12 | 04:29 | 03:19 |
 | Moon Shard | 1 | 1.64% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:07 | 48:07 | 48:07 | 48:07 | 48:07 | 48:07 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.64% | 9.5 | 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 |
 | Daedalus | 1 | 1.64% | 7.1 | 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 |
 | Wraith Band | 2 | 3.28% | 4.8 | 0.00% | -50.85% | 0.00% | 0.00% | 0.00% | -00:04 | -01:29 | -01:29 | 01:21 | 01:21 | 01:21 | 02:50 | 02:05 |
 | Crystalys | 1 | 1.64% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:31 | 45:31 | 45:31 | 45:31 | 45:31 | 45:31 | 00:00 | 00:00 |