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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 | |
 | Satanic | 24 | 35.82% | 100.0 | 70.83% | +38.27% | +12.50% | -37.50% | -3.57% | 35:38 | 22:01 | 27:21 | 32:17 | 41:21 | 55:01 | 14:00 | 10:22 |
 | Eye of Skadi | 42 | 62.69% | 97.8 | 57.14% | +29.14% | -2.59% | +2.86% | 1.01% | 27:05 | 20:07 | 24:02 | 26:28 | 29:25 | 36:58 | 05:23 | 03:59 |
 | Manta Style | 49 | 73.13% | 95.6 | 51.02% | +17.69% | +15.65% | -9.35% | -7.77% | 19:24 | 14:45 | 16:37 | 18:09 | 19:50 | 33:11 | 03:13 | 02:22 |
 | Morbid Mask | 62 | 92.54% | 93.3 | 48.39% | +28.39% | -4.64% | -15.06% | -2.44% | 08:01 | 02:49 | 03:54 | 06:04 | 08:10 | 38:24 | 04:16 | 03:09 |
 | Yasha | 60 | 89.55% | 91.1 | 48.33% | +19.76% | +11.67% | -1.66% | -4.35% | 14:43 | 11:11 | 12:45 | 13:44 | 15:49 | 24:33 | 03:04 | 02:16 |
 | Magic Wand | 64 | 95.52% | 88.9 | 46.88% | +13.55% | -3.13% | -3.13% | 0.00% | 03:42 | -01:30 | -01:29 | 02:01 | 06:55 | 17:59 | 08:24 | 06:13 |
 | Power Treads | 67 | 100.00% | 86.7 | 46.27% | +46.27% | -10.98% | +0.79% | 4.20% | 07:55 | 04:37 | 06:34 | 07:43 | 09:22 | 12:50 | 02:48 | 02:04 |
 | Boots of Speed | 67 | 100.00% | 84.4 | 46.27% | +46.27% | -22.74% | +6.67% | 8.91% | 06:01 | 01:15 | 04:23 | 06:04 | 07:41 | 11:35 | 03:18 | 02:26 |
 | Aghanim's Shard | 3 | 4.48% | 82.2 | 100.00% | +56.25% | 0.00% | 0.00% | 0.00% | 47:36 | 36:36 | 36:36 | 48:58 | 57:15 | 57:15 | 20:39 | 15:17 |
 | Black King Bar | 42 | 62.69% | 80.0 | 45.24% | -2.76% | +9.31% | -15.24% | -2.75% | 26:32 | 17:33 | 22:18 | 24:38 | 31:13 | 38:24 | 08:55 | 06:36 |
 | Void Stone | 24 | 35.82% | 77.8 | 50.00% | +5.81% | +33.33% | +16.67% | -1.22% | 20:02 | 08:43 | 11:03 | 15:48 | 24:43 | 44:50 | 13:40 | 10:07 |
 | Magic Stick | 44 | 65.67% | 75.6 | 43.18% | -8.99% | +11.37% | -15.91% | -20.98% | 01:38 | -01:29 | -01:29 | 00:50 | 02:47 | 14:18 | 04:16 | 03:09 |
 | Ring of Health | 23 | 34.33% | 73.3 | 47.83% | +2.38% | +2.17% | +18.84% | 1.30% | 19:11 | 04:03 | 09:37 | 15:44 | 22:24 | 44:50 | 12:47 | 09:28 |
 | Quelling Blade | 23 | 34.33% | 71.1 | 47.83% | +2.38% | +2.17% | -31.16% | 0.00% | -01:02 | -01:29 | -01:29 | -01:29 | -01:29 | 08:37 | 00:00 | 00:00 |
 | Ring of Protection | 10 | 14.93% | 68.9 | 60.00% | +16.14% | -26.67% | -10.00% | 5.26% | 10:27 | 07:55 | 08:25 | 08:58 | 11:35 | 19:26 | 03:10 | 02:20 |
 | Linken's Sphere | 21 | 31.34% | 66.7 | 47.62% | +1.97% | +12.38% | +12.38% | 0.00% | 21:41 | 12:56 | 15:52 | 19:52 | 22:42 | 45:05 | 06:50 | 05:03 |
 | Wraith Band | 13 | 19.40% | 64.4 | 53.85% | +9.41% | +46.15% | -20.52% | -25.32% | 05:42 | 01:29 | 01:37 | 02:25 | 04:15 | 26:32 | 02:38 | 01:57 |
 | Dragon Lance | 17 | 25.37% | 62.2 | 47.06% | +1.06% | +2.94% | +2.94% | 0.00% | 13:35 | 11:01 | 12:01 | 13:03 | 13:40 | 20:44 | 01:39 | 01:13 |
 | Ring of Basilius | 9 | 13.43% | 60.0 | 55.56% | +10.73% | -5.56% | -5.56% | 0.00% | 07:37 | 02:24 | 03:04 | 08:05 | 09:56 | 11:23 | 06:52 | 05:05 |
 | Soul Ring | 9 | 13.43% | 57.8 | 55.56% | +10.73% | -5.56% | -5.56% | 0.00% | 09:31 | 07:55 | 08:25 | 09:02 | 09:52 | 12:12 | 01:27 | 01:04 |
 | Crystalys | 22 | 32.84% | 55.6 | 40.91% | -7.98% | +25.76% | -20.91% | -6.15% | 30:42 | 21:40 | 27:17 | 28:55 | 34:52 | 43:34 | 07:35 | 05:37 |
 | Scythe of Vyse | 2 | 2.99% | 53.3 | 100.00% | +55.38% | 0.00% | 0.00% | 0.00% | 43:48 | 34:09 | 34:09 | 53:27 | 53:27 | 53:27 | 19:18 | 14:17 |
 | Butterfly | 7 | 10.45% | 51.1 | 57.14% | +12.14% | -7.14% | +42.86% | 0.00% | 33:01 | 17:15 | 28:10 | 32:31 | 34:55 | 47:34 | 06:45 | 05:00 |
 | Sange and Yasha | 5 | 7.46% | 48.9 | 60.00% | +14.84% | +40.00% | -60.00% | 0.00% | 22:53 | 16:51 | 16:51 | 20:40 | 25:57 | 32:49 | 09:06 | 06:44 |
 | Sange | 5 | 7.46% | 46.7 | 60.00% | +14.84% | +40.00% | -60.00% | 0.00% | 22:34 | 16:51 | 16:51 | 20:09 | 25:26 | 32:20 | 08:35 | 06:21 |
 | Daedalus | 13 | 19.40% | 44.4 | 38.46% | -9.69% | +28.21% | -38.46% | -7.65% | 34:45 | 27:13 | 30:02 | 33:55 | 38:45 | 43:37 | 08:43 | 06:27 |
 | Wind Lace | 3 | 4.48% | 42.2 | 66.67% | +21.36% | +33.33% | 0.00% | 0.00% | 10:17 | 08:23 | 08:23 | 10:31 | 11:58 | 11:58 | 03:35 | 02:39 |
 | Aghanim's Scepter | 3 | 4.48% | 40.0 | 66.67% | +21.36% | -66.67% | 0.00% | 0.00% | 28:59 | 23:33 | 23:33 | 30:42 | 32:42 | 32:42 | 09:09 | 06:46 |
 | Fluffy Hat | 8 | 11.94% | 37.8 | 37.50% | -9.96% | -37.50% | +62.50% | 3.45% | 21:27 | -01:29 | 04:18 | 27:40 | 33:15 | 34:37 | 28:57 | 21:26 |
 | Silver Edge | 4 | 5.97% | 35.6 | 50.00% | +3.97% | +50.00% | -50.00% | 0.00% | 35:39 | 31:22 | 31:22 | 34:34 | 36:13 | 40:27 | 04:51 | 03:35 |
 | Shadow Blade | 4 | 5.97% | 33.3 | 50.00% | +3.97% | +50.00% | -50.00% | 0.00% | 35:20 | 30:50 | 30:50 | 34:19 | 35:50 | 40:20 | 05:00 | 03:42 |
 | Aeon Disk | 1 | 1.49% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:56 | 48:56 | 48:56 | 48:56 | 48:56 | 48:56 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.49% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:35 | 49:35 | 49:35 | 49:35 | 49:35 | 49:35 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 1.49% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:43 | 24:43 | 24:43 | 24:43 | 24:43 | 24:43 | 00:00 | 00:00 |
 | Blink Dagger | 5 | 7.46% | 24.4 | 40.00% | -6.77% | +60.00% | -40.00% | 0.00% | 36:56 | 28:49 | 28:49 | 36:15 | 43:14 | 45:11 | 14:25 | 10:40 |
 | Refresher Orb | 5 | 7.46% | 22.2 | 40.00% | -6.77% | -40.00% | -40.00% | 0.00% | 41:04 | 34:47 | 34:47 | 41:07 | 44:26 | 44:33 | 09:39 | 07:08 |
 | Hurricane Pike | 6 | 8.96% | 20.0 | 33.33% | -14.21% | -33.33% | -33.33% | 0.00% | 34:06 | 27:56 | 31:05 | 33:33 | 35:06 | 42:46 | 04:01 | 02:58 |
 | Force Staff | 6 | 8.96% | 17.8 | 33.33% | -14.21% | -33.33% | -33.33% | 0.00% | 33:43 | 27:40 | 30:39 | 33:15 | 34:37 | 42:18 | 03:58 | 02:56 |
 | Divine Rapier | 2 | 2.99% | 15.6 | 50.00% | +3.85% | -50.00% | 0.00% | 0.00% | 49:28 | 41:20 | 41:20 | 57:35 | 57:35 | 57:35 | 16:15 | 12:02 |
 | Bottle | 3 | 4.48% | 13.3 | 33.33% | -13.55% | -33.33% | 0.00% | 0.00% | 01:44 | 01:40 | 01:40 | 01:46 | 01:47 | 01:47 | 00:07 | 00:05 |
 | Falcon Blade | 3 | 4.48% | 11.1 | 33.33% | -13.55% | -33.33% | 0.00% | 0.00% | 08:52 | 07:33 | 07:33 | 08:25 | 10:39 | 10:39 | 03:06 | 02:17 |
 | Swift Blink | 3 | 4.48% | 8.9 | 33.33% | -13.55% | -33.33% | 0.00% | 0.00% | 43:01 | 35:08 | 35:08 | 46:02 | 47:52 | 47:52 | 12:44 | 09:25 |
 | Mask of Madness | 1 | 1.49% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:47 | 10:47 | 10:47 | 10:47 | 10:47 | 10:47 | 00:00 | 00:00 |
 | Javelin | 2 | 2.99% | 4.4 | 0.00% | -47.69% | 0.00% | 0.00% | 0.00% | 38:46 | 35:46 | 35:46 | 41:45 | 41:45 | 41:45 | 05:59 | 04:25 |
 | Monkey King Bar | 2 | 2.99% | 2.2 | 0.00% | -47.69% | 0.00% | 0.00% | 0.00% | 41:02 | 36:12 | 36:12 | 45:52 | 45:52 | 45:52 | 09:40 | 07:09 |