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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 | |
 | Morbid Mask | 24 | 21.24% | 100.0 | 87.50% | +45.93% | -4.17% | -20.83% | -0.57% | 24:16 | 06:56 | 08:04 | 22:15 | 37:22 | 49:22 | 29:18 | 21:42 |
 | Satanic | 16 | 14.16% | 97.7 | 87.50% | +42.14% | +12.50% | -12.50% | 0.00% | 37:12 | 21:19 | 31:56 | 38:58 | 41:29 | 49:46 | 09:33 | 07:04 |
 | Butterfly | 45 | 39.82% | 95.5 | 75.56% | +40.27% | -2.83% | +15.35% | 2.58% | 26:33 | 19:18 | 22:21 | 26:49 | 29:23 | 36:50 | 07:02 | 05:12 |
 | Mask of Madness | 10 | 8.85% | 93.2 | 90.00% | +42.43% | +10.00% | +10.00% | 0.00% | 10:09 | 08:45 | 09:47 | 09:57 | 10:48 | 11:22 | 01:01 | 00:45 |
 | Eye of Skadi | 58 | 51.33% | 90.9 | 67.24% | +32.69% | +6.09% | -2.95% | -1.24% | 26:54 | 19:47 | 22:28 | 26:02 | 29:45 | 43:43 | 07:17 | 05:23 |
 | Crystalys | 40 | 35.40% | 88.6 | 65.00% | +21.16% | +5.00% | +15.00% | 1.28% | 28:34 | 14:10 | 23:51 | 28:32 | 31:41 | 45:12 | 07:50 | 05:48 |
 | Fluffy Hat | 8 | 7.08% | 86.4 | 87.50% | +38.93% | +12.50% | -37.50% | 0.00% | 29:52 | 18:44 | 19:24 | 31:26 | 35:07 | 39:26 | 15:43 | 11:38 |
 | Hurricane Pike | 8 | 7.08% | 84.1 | 87.50% | +38.93% | +12.50% | -37.50% | 0.00% | 30:18 | 18:59 | 20:19 | 32:01 | 35:33 | 39:27 | 15:14 | 11:17 |
 | Force Staff | 8 | 7.08% | 81.8 | 87.50% | +38.93% | +12.50% | -37.50% | 0.00% | 30:01 | 18:44 | 20:19 | 31:26 | 35:07 | 39:26 | 14:48 | 10:57 |
 | Daedalus | 29 | 25.66% | 79.5 | 65.52% | +19.09% | +5.91% | +20.19% | 1.69% | 32:53 | 22:09 | 28:13 | 31:56 | 36:41 | 47:47 | 08:28 | 06:16 |
 | Magic Stick | 102 | 90.27% | 77.3 | 52.94% | +16.58% | +0.91% | -4.94% | -1.42% | 02:52 | -01:30 | 00:16 | 01:34 | 04:23 | 16:21 | 04:07 | 03:02 |
 | Magic Wand | 96 | 84.96% | 75.0 | 53.13% | +11.95% | +13.54% | -7.30% | -4.55% | 06:09 | 00:22 | 03:11 | 04:36 | 07:46 | 19:38 | 04:35 | 03:23 |
 | Yasha | 112 | 99.12% | 72.7 | 51.79% | +51.79% | +1.78% | +1.78% | 0.00% | 11:42 | 08:10 | 10:27 | 11:29 | 12:40 | 14:44 | 02:13 | 01:38 |
 | Power Treads | 113 | 100.00% | 70.5 | 51.33% | +51.33% | +2.24% | +9.38% | 4.92% | 06:52 | 04:24 | 06:06 | 06:45 | 07:33 | 10:38 | 01:27 | 01:04 |
 | Boots of Speed | 113 | 100.00% | 68.2 | 51.33% | +51.33% | +5.81% | +2.24% | -2.10% | 04:23 | 01:31 | 03:30 | 04:16 | 05:12 | 09:17 | 01:42 | 01:15 |
 | Aghanim's Blessing | 7 | 6.19% | 65.9 | 85.71% | +36.65% | -35.71% | +14.29% | 0.00% | 45:01 | 42:20 | 42:47 | 44:00 | 46:29 | 50:01 | 03:42 | 02:44 |
 | Sange and Yasha | 39 | 34.51% | 63.6 | 56.41% | +7.76% | +3.59% | +23.59% | 9.23% | 15:02 | 12:05 | 13:50 | 15:03 | 16:00 | 18:31 | 02:10 | 01:36 |
 | Manta Style | 68 | 60.18% | 61.4 | 51.47% | +0.36% | +19.12% | -16.18% | -15.02% | 15:35 | 12:05 | 14:17 | 15:09 | 16:38 | 23:25 | 02:21 | 01:44 |
 | Wraith Band | 89 | 78.76% | 59.1 | 49.44% | -8.89% | -8.53% | +5.11% | 10.91% | 02:33 | 00:29 | 01:48 | 02:11 | 03:03 | 07:26 | 01:15 | 00:55 |
 | Sange | 40 | 35.40% | 56.8 | 55.00% | +5.68% | +5.00% | +15.00% | 4.62% | 15:21 | 11:47 | 13:50 | 14:57 | 16:00 | 32:39 | 02:10 | 01:36 |
 | Quelling Blade | 67 | 59.29% | 54.5 | 49.25% | -5.10% | +9.57% | -2.19% | -11.76% | 00:26 | -01:30 | -01:29 | -01:29 | 01:27 | 09:22 | 02:56 | 02:10 |
 | Aghanim's Shard | 34 | 30.09% | 52.3 | 52.94% | +2.31% | +2.62% | -15.44% | -1.79% | 28:00 | 21:32 | 22:44 | 26:08 | 32:49 | 44:04 | 10:05 | 07:28 |
 | Aghanim's Scepter | 61 | 53.98% | 50.0 | 45.90% | -11.79% | +7.43% | -12.57% | -8.11% | 21:10 | 15:14 | 19:35 | 20:49 | 22:03 | 33:42 | 02:28 | 01:49 |
 | Dragon Lance | 34 | 30.09% | 47.7 | 50.00% | -1.90% | -16.67% | -12.50% | 0.58% | 15:11 | 08:56 | 10:14 | 15:05 | 17:25 | 30:00 | 07:11 | 05:19 |
 | Monkey King Bar | 18 | 15.93% | 45.5 | 55.56% | +5.03% | +24.44% | -30.56% | -7.60% | 31:50 | 22:34 | 27:50 | 31:22 | 35:04 | 41:24 | 07:14 | 05:21 |
 | Void Stone | 3 | 2.65% | 43.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 23:12 | 18:47 | 18:47 | 20:33 | 30:16 | 30:16 | 11:29 | 08:30 |
 | Blink Dagger | 7 | 6.19% | 40.9 | 71.43% | +21.43% | +28.57% | -21.43% | 0.00% | 36:40 | 30:24 | 30:33 | 37:11 | 37:40 | 47:25 | 07:07 | 05:16 |
 | Javelin | 27 | 23.89% | 38.6 | 48.15% | -4.18% | -19.58% | +8.99% | 3.94% | 29:49 | 19:30 | 25:28 | 31:06 | 32:43 | 41:23 | 07:15 | 05:22 |
 | Wind Lace | 17 | 15.04% | 36.4 | 52.94% | +1.90% | -27.94% | +47.06% | 17.93% | 09:04 | 02:05 | 06:44 | 08:18 | 10:55 | 15:31 | 04:11 | 03:05 |
 | Chainmail | 2 | 1.77% | 34.1 | 100.00% | +49.55% | 0.00% | 0.00% | 0.00% | 20:39 | 18:54 | 18:54 | 22:23 | 22:23 | 22:23 | 03:29 | 02:34 |
 | Linken's Sphere | 2 | 1.77% | 31.8 | 100.00% | +49.55% | 0.00% | 0.00% | 0.00% | 24:42 | 19:08 | 19:08 | 30:16 | 30:16 | 30:16 | 11:08 | 08:14 |
 | Ring of Health | 2 | 1.77% | 29.5 | 100.00% | +49.55% | 0.00% | 0.00% | 0.00% | 24:21 | 18:47 | 18:47 | 29:54 | 29:54 | 29:54 | 11:07 | 08:14 |
 | Black King Bar | 18 | 15.93% | 27.3 | 38.89% | -14.79% | -18.89% | -13.89% | 0.83% | 32:59 | 21:24 | 30:39 | 32:12 | 36:41 | 43:09 | 06:02 | 04:28 |
 | Swift Blink | 5 | 4.42% | 25.0 | 60.00% | +9.07% | +40.00% | +40.00% | 0.00% | 41:56 | 34:59 | 34:59 | 41:39 | 44:19 | 47:40 | 09:20 | 06:54 |
 | Divine Rapier | 9 | 7.96% | 22.7 | 44.44% | -7.48% | +5.56% | +5.56% | 0.00% | 39:23 | 21:37 | 30:05 | 44:08 | 45:54 | 51:29 | 15:49 | 11:42 |
 | Maelstrom | 4 | 3.54% | 20.5 | 50.00% | -1.38% | +50.00% | +50.00% | 0.00% | 29:33 | 22:31 | 22:31 | 24:33 | 31:19 | 39:47 | 08:48 | 06:31 |
 | Moon Shard | 1 | 0.88% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:06 | 56:06 | 56:06 | 56:06 | 56:06 | 56:06 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.88% | 15.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:14 | 19:14 | 19:14 | 19:14 | 19:14 | 19:14 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.88% | 13.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:28 | 08:28 | 08:28 | 08:28 | 08:28 | 08:28 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.88% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:08 | 21:08 | 21:08 | 21:08 | 21:08 | 21:08 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 0.88% | 9.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:41 | 19:41 | 19:41 | 19:41 | 19:41 | 19:41 | 00:00 | 00:00 |
 | Bottle | 2 | 1.77% | 6.8 | 50.00% | -1.35% | -50.00% | 0.00% | 0.00% | 02:10 | 02:01 | 02:01 | 02:18 | 02:18 | 02:18 | 00:17 | 00:12 |
 | Mjollnir | 2 | 1.77% | 4.5 | 50.00% | -1.35% | -50.00% | 0.00% | 0.00% | 38:13 | 36:38 | 36:38 | 39:47 | 39:47 | 39:47 | 03:09 | 02:20 |
 | Helm of Iron Will | 1 | 0.88% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:25 | 32:25 | 32:25 | 32:25 | 32:25 | 32:25 | 00:00 | 00:00 |