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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 | |
 | Butterfly | 14 | 19.44% | 100.0 | 71.43% | +36.95% | +3.57% | -4.76% | 0.00% | 35:35 | 18:23 | 26:16 | 36:40 | 42:39 | 48:48 | 16:23 | 12:08 |
 | Ring of Basilius | 12 | 16.67% | 97.5 | 66.67% | +30.00% | 0.00% | -33.34% | 0.00% | 09:19 | 05:53 | 06:52 | 09:09 | 10:21 | 12:56 | 03:29 | 02:34 |
 | Shadow Blade | 45 | 62.50% | 95.0 | 48.89% | +19.26% | +14.75% | -3.44% | -2.17% | 31:28 | 20:37 | 25:52 | 30:41 | 34:16 | 49:00 | 08:24 | 06:13 |
 | Black King Bar | 58 | 80.56% | 92.5 | 46.55% | +25.12% | +20.12% | -10.84% | -6.32% | 25:58 | 16:07 | 23:15 | 25:08 | 28:09 | 39:28 | 04:54 | 03:37 |
 | Linken's Sphere | 24 | 33.33% | 90.0 | 54.17% | +18.75% | +12.50% | -4.17% | -2.31% | 34:12 | 23:34 | 29:39 | 34:25 | 36:52 | 55:41 | 07:13 | 05:20 |
 | Silver Edge | 39 | 54.17% | 87.5 | 48.72% | +15.39% | -8.72% | -18.72% | -1.41% | 35:22 | 25:12 | 30:33 | 35:03 | 37:40 | 49:00 | 07:07 | 05:16 |
 | Ring of Health | 25 | 34.72% | 85.0 | 52.00% | +15.83% | +14.67% | -2.00% | -1.65% | 34:09 | 19:49 | 27:43 | 34:30 | 37:50 | 55:32 | 10:07 | 07:29 |
 | Void Stone | 25 | 34.72% | 82.5 | 52.00% | +15.83% | +14.67% | -2.00% | -1.51% | 34:09 | 19:49 | 27:49 | 34:23 | 38:51 | 55:33 | 11:02 | 08:10 |
 | Crystalys | 49 | 68.06% | 80.0 | 44.90% | +10.12% | -3.23% | -19.90% | -1.93% | 33:34 | 24:00 | 28:32 | 33:16 | 37:10 | 48:20 | 08:38 | 06:23 |
 | Dragon Lance | 72 | 100.00% | 77.5 | 41.67% | +41.67% | +2.77% | -2.78% | -3.36% | 11:55 | 09:03 | 10:51 | 11:41 | 12:30 | 19:37 | 01:39 | 01:13 |
 | Boots of Speed | 72 | 100.00% | 75.0 | 41.67% | +41.67% | -2.78% | +2.77% | 2.60% | 04:06 | 01:53 | 02:51 | 04:13 | 04:59 | 06:50 | 02:08 | 01:34 |
 | Power Treads | 72 | 100.00% | 72.5 | 41.67% | +41.67% | +2.77% | -2.78% | -2.95% | 07:05 | 04:45 | 06:05 | 06:52 | 07:58 | 10:44 | 01:53 | 01:23 |
 | Fluffy Hat | 72 | 100.00% | 70.0 | 41.67% | +41.67% | -2.78% | -13.89% | -2.53% | 16:00 | 03:02 | 13:13 | 15:21 | 17:36 | 37:39 | 04:23 | 03:14 |
 | Force Staff | 72 | 100.00% | 67.5 | 41.67% | +41.67% | +2.77% | -8.34% | -2.85% | 18:00 | 13:07 | 15:12 | 16:56 | 19:06 | 37:39 | 03:54 | 02:53 |
 | Hurricane Pike | 72 | 100.00% | 65.0 | 41.67% | +41.67% | +2.77% | -8.34% | -3.14% | 18:42 | 14:19 | 16:02 | 17:38 | 19:34 | 37:51 | 03:32 | 02:37 |
 | Blink Dagger | 16 | 22.22% | 62.5 | 56.25% | +18.75% | -6.25% | -31.25% | 0.00% | 41:45 | 30:43 | 36:44 | 40:39 | 46:35 | 60:19 | 09:51 | 07:17 |
 | Morbid Mask | 7 | 9.72% | 60.0 | 71.43% | +32.97% | +28.57% | +28.57% | 0.00% | 38:50 | 31:30 | 33:00 | 38:14 | 40:32 | 53:12 | 07:32 | 05:34 |
 | Wraith Band | 67 | 93.06% | 57.5 | 40.30% | -19.70% | +6.76% | +0.88% | -5.88% | 02:31 | 00:57 | 01:45 | 02:12 | 02:33 | 08:56 | 00:48 | 00:35 |
 | Swift Blink | 12 | 16.67% | 55.0 | 58.33% | +20.00% | +8.34% | -25.00% | 0.00% | 47:11 | 40:25 | 42:13 | 44:54 | 50:54 | 1:01:20 | 08:41 | 06:25 |
 | Magic Stick | 49 | 68.06% | 52.5 | 40.82% | -2.66% | +17.51% | +0.85% | -15.62% | 01:32 | -01:30 | -01:29 | -01:29 | 02:33 | 20:00 | 04:02 | 02:59 |
 | Quelling Blade | 32 | 44.44% | 50.0 | 43.75% | +3.75% | -6.25% | -6.25% | 0.00% | -01:22 | -01:30 | -01:29 | -01:29 | -01:29 | 02:01 | 00:00 | 00:00 |
 | Aghanim's Shard | 63 | 87.50% | 47.5 | 38.10% | -28.57% | -13.10% | -6.85% | 1.79% | 19:10 | 15:00 | 15:40 | 17:44 | 19:09 | 50:15 | 03:29 | 02:34 |
 | Magic Wand | 47 | 65.28% | 45.0 | 38.30% | -9.70% | -13.30% | +11.70% | 5.17% | 06:46 | -01:29 | 03:29 | 06:22 | 08:19 | 20:22 | 04:50 | 03:34 |
 | Satanic | 6 | 8.33% | 42.5 | 66.67% | +27.28% | +33.33% | +33.33% | 0.00% | 38:11 | 33:26 | 33:44 | 34:54 | 42:24 | 43:44 | 08:40 | 06:25 |
 | Yasha | 21 | 29.17% | 40.0 | 42.86% | +1.68% | +37.14% | -2.86% | -3.75% | 22:05 | 11:19 | 15:04 | 20:36 | 25:44 | 43:04 | 10:40 | 07:54 |
 | Manta Style | 19 | 26.39% | 37.5 | 42.11% | +0.60% | +57.89% | -22.11% | -7.19% | 30:35 | 21:17 | 23:34 | 29:10 | 34:42 | 58:20 | 11:08 | 08:14 |
 | Moon Shard | 6 | 8.33% | 35.0 | 50.00% | +9.09% | 0.00% | -50.00% | 0.00% | 58:19 | 46:35 | 53:54 | 54:08 | 1:08:31 | 1:09:45 | 14:37 | 10:49 |
 | Boots of Travel 2 | 3 | 4.17% | 32.5 | 66.67% | +26.09% | +33.33% | 0.00% | 0.00% | 55:17 | 53:24 | 53:24 | 53:33 | 58:53 | 58:53 | 05:29 | 04:03 |
 | Eye of Skadi | 11 | 15.28% | 30.0 | 36.36% | -6.26% | -3.03% | -3.03% | 0.00% | 38:01 | 32:05 | 32:46 | 36:05 | 36:51 | 56:16 | 04:05 | 03:01 |
 | Daedalus | 12 | 16.67% | 27.5 | 33.33% | -10.00% | +33.34% | 0.00% | 0.00% | 38:26 | 31:05 | 33:50 | 35:49 | 41:02 | 50:36 | 07:12 | 05:20 |
 | Scythe of Vyse | 1 | 1.39% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:02 | 48:02 | 48:02 | 48:02 | 48:02 | 48:02 | 00:00 | 00:00 |
 | Wind Lace | 8 | 11.11% | 22.5 | 25.00% | -18.75% | +25.00% | -25.00% | 0.00% | 12:27 | 01:58 | 06:11 | 09:52 | 15:40 | 27:35 | 09:29 | 07:01 |
 | Javelin | 2 | 2.78% | 20.0 | 50.00% | +8.57% | +50.00% | 0.00% | 0.00% | 40:40 | 35:28 | 35:28 | 45:51 | 45:51 | 45:51 | 10:23 | 07:41 |
 | Maelstrom | 2 | 2.78% | 17.5 | 50.00% | +8.57% | +50.00% | 0.00% | 0.00% | 40:40 | 35:28 | 35:28 | 45:51 | 45:51 | 45:51 | 10:23 | 07:41 |
 | Mjollnir | 2 | 2.78% | 15.0 | 50.00% | +8.57% | +50.00% | 0.00% | 0.00% | 42:04 | 37:51 | 37:51 | 46:17 | 46:17 | 46:17 | 08:26 | 06:14 |
 | Divine Rapier | 1 | 1.39% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:38 | 50:38 | 50:38 | 50:38 | 50:38 | 50:38 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.39% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:04 | 53:04 | 53:04 | 53:04 | 53:04 | 53:04 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.39% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:09 | 57:09 | 57:09 | 57:09 | 57:09 | 57:09 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.39% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:37 | 27:37 | 27:37 | 27:37 | 27:37 | 27:37 | 00:00 | 00:00 |
 | Falcon Blade | 2 | 2.78% | 2.5 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 06:41 | 06:23 | 06:23 | 06:58 | 06:58 | 06:58 | 00:35 | 00:25 |