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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 | |
 | Kaya | 27 | 50.00% | 100.0 | 66.67% | +29.63% | +33.33% | -9.53% | -4.56% | 28:29 | 14:52 | 23:41 | 27:32 | 33:05 | 45:42 | 09:24 | 06:57 |
 | Sange | 23 | 42.59% | 97.8 | 65.22% | +23.28% | +34.78% | -31.89% | -9.73% | 29:33 | 17:41 | 25:30 | 30:10 | 32:21 | 44:39 | 06:51 | 05:04 |
 | Fluffy Hat | 40 | 74.07% | 95.6 | 57.50% | +21.79% | -7.50% | +2.50% | 3.41% | 06:37 | 02:32 | 04:16 | 05:25 | 07:12 | 24:18 | 02:56 | 02:10 |
 | Orb of Corrosion | 39 | 72.22% | 93.3 | 56.41% | +16.41% | +3.59% | +3.59% | 0.00% | 07:11 | 03:16 | 04:50 | 06:04 | 07:47 | 24:21 | 02:57 | 02:11 |
 | Orb of Venom | 39 | 72.22% | 91.1 | 56.41% | +16.41% | -16.41% | +3.59% | 6.59% | 06:26 | 02:32 | 04:10 | 05:08 | 07:12 | 24:18 | 03:02 | 02:14 |
 | Kaya and Sange | 21 | 38.89% | 88.9 | 61.90% | +16.45% | +38.10% | -21.90% | -6.55% | 30:59 | 18:14 | 25:39 | 30:41 | 34:49 | 45:55 | 09:10 | 06:47 |
 | Blight Stone | 51 | 94.44% | 86.7 | 52.94% | +19.61% | +8.60% | +0.91% | -3.66% | 04:12 | 00:13 | 02:35 | 03:06 | 04:41 | 16:36 | 02:06 | 01:33 |
 | Magic Stick | 54 | 100.00% | 84.4 | 51.85% | +51.85% | -1.85% | +9.69% | 3.44% | 04:26 | -01:29 | 02:15 | 03:00 | 05:36 | 16:32 | 03:21 | 02:28 |
 | Quelling Blade | 54 | 100.00% | 82.2 | 51.85% | +51.85% | +5.29% | +2.00% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -00:59 | 00:00 | 00:00 |
 | Boots of Speed | 54 | 100.00% | 80.0 | 51.85% | +51.85% | -1.85% | -13.39% | -4.59% | 04:40 | -01:28 | 03:37 | 04:14 | 06:08 | 07:32 | 02:31 | 01:51 |
 | Maelstrom | 45 | 83.33% | 77.8 | 53.33% | +8.89% | +28.49% | -16.97% | -21.31% | 15:40 | 11:41 | 13:50 | 15:19 | 15:58 | 24:35 | 02:08 | 01:34 |
 | Phase Boots | 52 | 96.30% | 75.6 | 51.92% | +1.92% | +17.31% | -13.46% | -18.84% | 08:57 | 05:37 | 08:12 | 09:02 | 09:50 | 11:29 | 01:38 | 01:12 |
 | Bottle | 52 | 96.30% | 73.3 | 51.92% | +1.92% | -5.77% | -5.77% | 0.00% | 01:51 | 00:39 | 01:23 | 01:33 | 01:56 | 06:01 | 00:33 | 00:24 |
 | Chainmail | 53 | 98.15% | 71.1 | 50.94% | -49.06% | +10.60% | -20.17% | -18.65% | 08:29 | 03:27 | 07:32 | 08:25 | 09:11 | 15:05 | 01:39 | 01:13 |
 | Javelin | 47 | 87.04% | 68.9 | 51.06% | -6.08% | +23.94% | -1.06% | -6.76% | 13:02 | 08:29 | 10:44 | 11:49 | 14:26 | 26:55 | 03:42 | 02:44 |
 | Black King Bar | 47 | 87.04% | 66.7 | 51.06% | -6.08% | +23.94% | -17.73% | -10.82% | 23:27 | 16:39 | 20:23 | 22:21 | 24:14 | 44:34 | 03:51 | 02:51 |
 | Magic Wand | 51 | 94.44% | 64.4 | 49.02% | -50.98% | -18.25% | -10.56% | 1.68% | 07:44 | 00:38 | 04:34 | 06:41 | 09:09 | 24:17 | 04:35 | 03:23 |
 | Aghanim's Scepter | 31 | 57.41% | 62.2 | 51.61% | -0.56% | +35.89% | -14.11% | -7.08% | 33:14 | 19:51 | 29:02 | 32:20 | 36:06 | 44:43 | 07:04 | 05:14 |
 | Aghanim's Shard | 30 | 55.56% | 60.0 | 50.00% | -4.17% | 0.00% | -21.43% | -2.87% | 29:44 | 22:28 | 25:45 | 29:11 | 33:13 | 38:36 | 07:28 | 05:31 |
 | Boots of Travel | 5 | 9.26% | 57.8 | 60.00% | +8.98% | +40.00% | -60.00% | 0.00% | 35:29 | 25:36 | 25:36 | 36:31 | 39:18 | 44:40 | 13:42 | 10:08 |
 | Gleipnir | 6 | 11.11% | 55.6 | 50.00% | -2.08% | 0.00% | -50.00% | 0.00% | 52:22 | 47:50 | 48:12 | 48:59 | 57:46 | 59:38 | 09:34 | 07:05 |
 | Shiva's Guard | 6 | 11.11% | 53.3 | 50.00% | -2.08% | 0.00% | -50.00% | 0.00% | 34:45 | 22:45 | 28:41 | 31:47 | 37:32 | 53:20 | 08:51 | 06:33 |
 | Refresher Orb | 6 | 11.11% | 51.1 | 50.00% | -2.08% | +50.00% | -50.00% | 0.00% | 45:18 | 33:45 | 44:11 | 45:25 | 48:23 | 54:34 | 04:12 | 03:06 |
 | Desolator | 3 | 5.56% | 48.9 | 66.67% | +15.69% | +33.33% | 0.00% | 0.00% | 25:00 | 23:57 | 23:57 | 24:20 | 26:44 | 26:44 | 02:47 | 02:03 |
 | Ring of Health | 11 | 20.37% | 46.7 | 36.36% | -19.45% | -3.03% | -36.36% | -1.58% | 37:16 | 17:36 | 24:08 | 42:42 | 45:14 | 51:17 | 21:06 | 15:37 |
 | Void Stone | 12 | 22.22% | 44.4 | 33.33% | -23.81% | 0.00% | -33.33% | -1.53% | 36:55 | 17:37 | 23:24 | 39:48 | 45:13 | 49:08 | 21:49 | 16:09 |
 | Aghanim's Blessing | 4 | 7.41% | 42.2 | 50.00% | -2.00% | +50.00% | +50.00% | 0.00% | 52:42 | 48:27 | 48:27 | 49:36 | 54:56 | 57:50 | 06:29 | 04:48 |
 | Lotus Orb | 1 | 1.85% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:27 | 27:27 | 27:27 | 27:27 | 27:27 | 27:27 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.85% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:17 | 39:17 | 39:17 | 39:17 | 39:17 | 39:17 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 1.85% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:51 | 40:51 | 40:51 | 40:51 | 40:51 | 40:51 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.85% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:10 | 28:10 | 28:10 | 28:10 | 28:10 | 28:10 | 00:00 | 00:00 |
 | Blade Mail | 1 | 1.85% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:25 | 13:25 | 13:25 | 13:25 | 13:25 | 13:25 | 00:00 | 00:00 |
 | Crown | 5 | 9.26% | 28.9 | 40.00% | -13.06% | -40.00% | -40.00% | 0.00% | 52:59 | 47:50 | 47:50 | 51:42 | 57:10 | 59:30 | 09:20 | 06:54 |
 | Rod of Atos | 5 | 9.26% | 26.7 | 40.00% | -13.06% | -40.00% | -40.00% | 0.00% | 53:00 | 47:50 | 47:50 | 51:42 | 57:10 | 59:30 | 09:20 | 06:54 |
 | Daedalus | 2 | 3.70% | 24.4 | 50.00% | -1.92% | -50.00% | 0.00% | 0.00% | 32:13 | 31:30 | 31:30 | 32:55 | 32:55 | 32:55 | 01:25 | 01:02 |
 | Crystalys | 2 | 3.70% | 22.2 | 50.00% | -1.92% | -50.00% | 0.00% | 0.00% | 29:00 | 28:10 | 28:10 | 29:49 | 29:49 | 29:49 | 01:39 | 01:13 |
 | Linken's Sphere | 6 | 11.11% | 20.0 | 16.67% | -39.58% | -16.67% | -16.67% | 0.00% | 39:54 | 21:43 | 34:43 | 39:08 | 49:19 | 51:35 | 14:36 | 10:48 |
 | Wind Lace | 2 | 3.70% | 17.8 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 26:31 | 13:17 | 13:17 | 39:44 | 39:44 | 39:44 | 26:27 | 19:35 |
 | Aeon Disk | 5 | 9.26% | 15.6 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 44:21 | 39:11 | 39:11 | 41:44 | 48:29 | 51:19 | 09:18 | 06:53 |
 | Scythe of Vyse | 3 | 5.56% | 13.3 | 0.00% | -54.90% | 0.00% | 0.00% | 0.00% | 60:28 | 45:13 | 45:13 | 1:07:25 | 1:08:46 | 1:08:46 | 23:33 | 17:26 |
 | Eul's Scepter of Divinity | 1 | 1.85% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 00:00 | 00:00 |
 | Yasha | 1 | 1.85% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:41 | 20:41 | 20:41 | 20:41 | 20:41 | 20:41 | 00:00 | 00:00 |
 | Wraith Band | 2 | 3.70% | 6.7 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 03:43 | 02:57 | 02:57 | 04:28 | 04:28 | 04:28 | 01:31 | 01:07 |
 | Manta Style | 1 | 1.85% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:50 | 25:50 | 25:50 | 25:50 | 25:50 | 25:50 | 00:00 | 00:00 |
 | Battle Fury | 1 | 1.85% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:01 | 18:01 | 18:01 | 18:01 | 18:01 | 18:01 | 00:00 | 00:00 |