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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 | 5 | 23.81% | 100.0 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 29:57 | 24:23 | 24:23 | 25:53 | 34:50 | 40:10 | 10:27 | 07:44 |
 | Quelling Blade | 9 | 42.86% | 97.3 | 88.89% | +30.56% | +11.11% | +11.11% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Crystalys | 8 | 38.10% | 94.6 | 87.50% | +25.96% | +12.50% | -37.50% | -3.89% | 31:19 | 19:42 | 25:10 | 29:20 | 38:02 | 40:12 | 12:52 | 09:31 |
 | Black King Bar | 21 | 100.00% | 91.9 | 71.43% | +71.43% | +8.57% | -11.43% | -6.67% | 18:41 | 15:35 | 16:52 | 17:49 | 19:52 | 26:33 | 03:00 | 02:13 |
 | Morbid Mask | 21 | 100.00% | 89.2 | 71.43% | +71.43% | +28.57% | -11.43% | -20.51% | 09:49 | 05:38 | 06:24 | 07:24 | 08:21 | 38:27 | 01:57 | 01:26 |
 | Boots of Speed | 21 | 100.00% | 86.5 | 71.43% | +71.43% | -11.43% | +8.57% | 6.67% | 03:39 | -01:29 | 01:51 | 03:45 | 04:51 | 08:06 | 03:00 | 02:13 |
 | Power Treads | 21 | 100.00% | 83.8 | 71.43% | +71.43% | +28.57% | +8.57% | -18.46% | 05:38 | 04:23 | 04:51 | 05:31 | 05:56 | 08:39 | 01:05 | 00:48 |
 | Eye of Skadi | 13 | 61.90% | 81.1 | 76.92% | +14.42% | +23.08% | -10.25% | -6.67% | 27:47 | 23:10 | 24:22 | 27:21 | 29:22 | 34:06 | 05:00 | 03:42 |
 | Mask of Madness | 18 | 85.71% | 78.4 | 72.22% | +5.55% | +7.78% | -47.22% | -35.11% | 09:43 | 07:30 | 08:55 | 09:44 | 10:29 | 11:52 | 01:34 | 01:09 |
 | Daedalus | 4 | 19.05% | 75.7 | 100.00% | +35.29% | 0.00% | 0.00% | 0.00% | 33:12 | 30:01 | 30:01 | 30:58 | 31:02 | 40:45 | 01:01 | 00:45 |
 | Dragon Lance | 19 | 90.48% | 73.0 | 68.42% | -31.58% | +11.58% | -28.42% | -23.53% | 12:59 | 09:15 | 11:50 | 12:42 | 13:32 | 20:54 | 01:42 | 01:15 |
 | Magic Wand | 16 | 76.19% | 70.3 | 68.75% | -11.25% | +6.25% | +6.25% | 0.00% | 02:21 | -01:29 | -01:29 | 00:42 | 03:36 | 16:12 | 05:05 | 03:45 |
 | Magic Stick | 11 | 52.38% | 67.6 | 72.73% | +2.73% | -6.06% | -6.06% | 0.00% | 01:16 | -01:29 | -01:29 | -01:29 | -01:29 | 15:54 | 00:00 | 00:00 |
 | Refresher Orb | 3 | 14.29% | 64.9 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 45:01 | 41:44 | 41:44 | 45:51 | 47:28 | 47:28 | 05:44 | 04:14 |
 | Yasha | 13 | 61.90% | 62.2 | 61.54% | -25.96% | +5.13% | +5.13% | 0.00% | 18:10 | 12:38 | 12:52 | 16:56 | 20:43 | 29:42 | 07:51 | 05:48 |
 | Manta Style | 11 | 52.38% | 59.5 | 63.64% | -16.36% | +3.03% | +36.36% | 5.02% | 19:41 | 15:34 | 15:50 | 18:15 | 22:28 | 26:35 | 06:38 | 04:54 |
 | Wind Lace | 5 | 23.81% | 56.8 | 80.00% | +11.25% | +20.00% | +20.00% | 0.00% | 10:55 | 08:05 | 08:05 | 11:31 | 12:34 | 13:36 | 04:29 | 03:19 |
 | Aghanim's Shard | 9 | 42.86% | 54.1 | 66.67% | -8.33% | +33.33% | -16.67% | -7.58% | 31:06 | 20:48 | 27:41 | 30:24 | 34:17 | 38:12 | 06:36 | 04:53 |
 | Force Staff | 9 | 42.86% | 51.4 | 66.67% | -8.33% | -16.67% | -16.67% | 0.00% | 29:01 | 23:50 | 26:20 | 27:56 | 30:55 | 35:29 | 04:35 | 03:23 |
 | Fluffy Hat | 9 | 42.86% | 48.6 | 66.67% | -8.33% | -16.67% | -66.67% | -11.67% | 28:17 | 23:50 | 26:20 | 27:56 | 30:37 | 32:58 | 04:17 | 03:10 |
 | Hurricane Pike | 9 | 42.86% | 45.9 | 66.67% | -8.33% | -16.67% | -16.67% | 0.00% | 29:20 | 24:16 | 26:44 | 28:11 | 31:02 | 35:29 | 04:18 | 03:11 |
 | Ring of Health | 6 | 28.57% | 43.2 | 66.67% | -6.66% | -16.67% | +33.33% | 0.00% | 34:43 | 25:24 | 30:49 | 34:37 | 38:42 | 41:25 | 07:53 | 05:50 |
 | Void Stone | 6 | 28.57% | 40.5 | 66.67% | -6.66% | -16.67% | +33.33% | 0.00% | 33:07 | 26:31 | 30:41 | 30:49 | 37:23 | 38:42 | 06:42 | 04:57 |
 | Shadow Blade | 4 | 19.05% | 37.8 | 75.00% | +4.41% | +25.00% | -75.00% | 0.00% | 32:24 | 23:02 | 23:02 | 29:19 | 38:02 | 39:13 | 15:00 | 11:06 |
 | Silver Edge | 4 | 19.05% | 35.1 | 75.00% | +4.41% | +25.00% | -75.00% | 0.00% | 33:04 | 25:31 | 25:31 | 29:31 | 38:02 | 39:13 | 12:31 | 09:16 |
 | Linken's Sphere | 5 | 23.81% | 32.4 | 60.00% | -15.00% | -60.00% | +40.00% | 0.00% | 33:53 | 26:45 | 26:45 | 35:06 | 37:50 | 38:54 | 11:05 | 08:12 |
 | Butterfly | 3 | 14.29% | 29.7 | 66.67% | -5.55% | +33.33% | 0.00% | 0.00% | 28:31 | 21:06 | 21:06 | 29:25 | 35:01 | 35:01 | 13:55 | 10:18 |
 | Aghanim's Scepter | 3 | 14.29% | 27.0 | 66.67% | -5.55% | +33.33% | 0.00% | 0.00% | 35:22 | 22:10 | 22:10 | 40:35 | 43:22 | 43:22 | 21:12 | 15:42 |
 | Sange and Yasha | 1 | 4.76% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 00:00 | 00:00 |
 | Sange | 1 | 4.76% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:21 | 22:21 | 22:21 | 22:21 | 22:21 | 22:21 | 00:00 | 00:00 |
 | Aether Lens | 1 | 4.76% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 00:00 | 00:00 |
 | Octarine Core | 1 | 4.76% | 16.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 00:00 | 00:00 |
 | Ring of Protection | 2 | 9.52% | 13.5 | 50.00% | -23.68% | -50.00% | 0.00% | 0.00% | 27:25 | 22:43 | 22:43 | 32:07 | 32:07 | 32:07 | 09:24 | 06:57 |
 | Assault Cuirass | 2 | 9.52% | 10.8 | 50.00% | -23.68% | -50.00% | 0.00% | 0.00% | 29:34 | 24:25 | 24:25 | 34:42 | 34:42 | 34:42 | 10:17 | 07:37 |
 | Buckler | 2 | 9.52% | 8.1 | 50.00% | -23.68% | -50.00% | 0.00% | 0.00% | 27:25 | 22:43 | 22:43 | 32:07 | 32:07 | 32:07 | 09:24 | 06:57 |
 | Wraith Band | 1 | 4.76% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:24 | 04:24 | 04:24 | 04:24 | 04:24 | 04:24 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 4.76% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:22 | 43:22 | 43:22 | 43:22 | 43:22 | 43:22 | 00:00 | 00:00 |