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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 | |
 | Ring of Health | 7 | 21.88% | 100.0 | 100.00% | +68.00% | 0.00% | 0.00% | 0.00% | 37:51 | 27:15 | 29:49 | 38:15 | 43:20 | 46:39 | 13:31 | 10:00 |
 | Linken's Sphere | 7 | 21.88% | 98.5 | 85.71% | +49.71% | +14.29% | -35.71% | -5.44% | 36:39 | 28:04 | 29:04 | 34:01 | 38:15 | 54:52 | 09:11 | 06:48 |
 | Kaya and Sange | 12 | 37.50% | 96.9 | 66.67% | +31.67% | +33.33% | -33.34% | -12.86% | 19:27 | 13:31 | 16:47 | 19:10 | 21:58 | 26:18 | 05:11 | 03:50 |
 | Kaya | 17 | 53.13% | 95.4 | 58.82% | +25.49% | +16.18% | -33.82% | -7.01% | 17:07 | 10:06 | 12:52 | 17:28 | 20:00 | 24:43 | 07:08 | 05:17 |
 | Sange | 15 | 46.88% | 93.8 | 60.00% | +24.71% | +15.00% | -60.00% | -12.89% | 20:27 | 12:58 | 16:51 | 20:06 | 22:40 | 32:16 | 05:49 | 04:18 |
 | Octarine Core | 5 | 15.63% | 92.3 | 80.00% | +39.26% | +20.00% | +20.00% | 0.00% | 37:40 | 30:05 | 30:05 | 36:31 | 43:20 | 46:50 | 13:15 | 09:48 |
 | Bottle | 32 | 100.00% | 90.8 | 46.88% | +46.88% | +3.12% | +28.12% | 25.00% | 01:40 | 00:05 | 01:22 | 01:34 | 01:48 | 04:13 | 00:26 | 00:19 |
 | Boots of Speed | 32 | 100.00% | 89.2 | 46.88% | +46.88% | +15.62% | -9.38% | -12.82% | 04:32 | 01:57 | 03:38 | 04:17 | 05:35 | 08:11 | 01:57 | 01:26 |
 | Magic Stick | 32 | 100.00% | 87.7 | 46.88% | +46.88% | +15.62% | +15.62% | 0.00% | 03:11 | -01:29 | 02:12 | 02:41 | 03:38 | 09:47 | 01:26 | 01:03 |
 | Magic Wand | 32 | 100.00% | 86.2 | 46.88% | +46.88% | +15.62% | -9.38% | -12.20% | 05:46 | 00:40 | 04:27 | 05:25 | 06:30 | 10:10 | 02:03 | 01:31 |
 | Void Stone | 14 | 43.75% | 84.6 | 57.14% | +18.25% | -32.14% | +9.53% | 1.84% | 26:46 | 08:50 | 15:37 | 27:55 | 38:15 | 46:39 | 22:38 | 16:45 |
 | Bracer | 10 | 31.25% | 83.1 | 60.00% | +19.09% | +6.67% | -10.00% | -7.46% | 04:58 | 01:10 | 02:58 | 04:07 | 05:12 | 13:22 | 02:14 | 01:39 |
 | Phase Boots | 11 | 34.38% | 81.5 | 54.55% | +11.69% | +12.12% | +12.12% | 0.00% | 07:35 | 05:48 | 06:53 | 07:15 | 07:50 | 09:52 | 00:57 | 00:42 |
 | Chainmail | 14 | 43.75% | 80.0 | 50.00% | +5.56% | +25.00% | -16.67% | -17.12% | 09:15 | 04:45 | 06:40 | 06:51 | 09:06 | 31:35 | 02:26 | 01:48 |
 | Ethereal Blade | 4 | 12.50% | 78.5 | 75.00% | +32.14% | +25.00% | -75.00% | 0.00% | 33:39 | 20:41 | 20:41 | 31:46 | 35:22 | 46:47 | 14:41 | 10:52 |
 | Ghost Scepter | 4 | 12.50% | 76.9 | 75.00% | +32.14% | +25.00% | -75.00% | 0.00% | 32:37 | 20:08 | 20:08 | 29:00 | 34:56 | 46:23 | 14:48 | 10:57 |
 | Cornucopia | 4 | 12.50% | 75.4 | 75.00% | +32.14% | +25.00% | -75.00% | 0.00% | 35:27 | 21:28 | 21:28 | 27:09 | 38:27 | 54:43 | 16:59 | 12:34 |
 | Boots of Travel 2 | 2 | 6.25% | 73.8 | 100.00% | +56.67% | 0.00% | 0.00% | 0.00% | 48:58 | 44:36 | 44:36 | 53:20 | 53:20 | 53:20 | 08:44 | 06:28 |
 | Blink Dagger | 2 | 6.25% | 72.3 | 100.00% | +56.67% | 0.00% | 0.00% | 0.00% | 34:43 | 32:10 | 32:10 | 37:15 | 37:15 | 37:15 | 05:05 | 03:45 |
 | Desolator | 7 | 21.88% | 70.8 | 57.14% | +13.14% | -7.14% | -7.14% | 0.00% | 30:44 | 19:59 | 20:35 | 21:01 | 23:16 | 1:07:05 | 02:41 | 01:59 |
 | Witch Blade | 7 | 21.88% | 69.2 | 57.14% | +13.14% | +42.86% | -57.14% | -56.60% | 16:05 | 10:59 | 12:48 | 13:01 | 14:34 | 31:35 | 01:46 | 01:18 |
 | Quelling Blade | 20 | 62.50% | 67.7 | 40.00% | -18.33% | 0.00% | 0.00% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Echo Sabre | 10 | 31.25% | 66.2 | 50.00% | +4.55% | -16.67% | -50.00% | -12.58% | 14:51 | 12:37 | 13:13 | 13:51 | 15:52 | 19:21 | 02:39 | 01:57 |
 | Blight Stone | 8 | 25.00% | 64.6 | 50.00% | +4.17% | 0.00% | 0.00% | 0.00% | 26:15 | 11:12 | 19:02 | 20:05 | 23:11 | 1:07:05 | 04:09 | 03:04 |
 | Aghanim's Scepter | 17 | 53.13% | 63.1 | 35.29% | -24.71% | +14.71% | -10.29% | -3.14% | 25:46 | 16:01 | 20:40 | 24:38 | 28:37 | 38:37 | 07:57 | 05:53 |
 | Power Treads | 13 | 40.63% | 61.5 | 38.46% | -14.17% | -38.46% | +28.21% | 31.75% | 08:18 | 05:24 | 07:16 | 08:01 | 09:22 | 12:08 | 02:06 | 01:33 |
 | Wraith Band | 6 | 18.75% | 60.0 | 50.00% | +3.85% | +50.00% | -50.00% | -39.47% | 04:05 | 01:20 | 02:44 | 03:07 | 05:16 | 06:56 | 02:32 | 01:52 |
 | Diadem | 10 | 31.25% | 58.5 | 40.00% | -10.00% | -40.00% | +60.00% | 6.02% | 17:53 | 06:46 | 09:10 | 11:36 | 25:46 | 42:04 | 16:36 | 12:17 |
 | Dagon (level 4) | 3 | 9.38% | 56.9 | 66.67% | +21.84% | -66.67% | 0.00% | 0.00% | 28:24 | 24:01 | 24:01 | 27:56 | 33:16 | 33:16 | 09:15 | 06:51 |
 | Harpoon | 3 | 9.38% | 55.4 | 66.67% | +21.84% | -66.67% | 0.00% | 0.00% | 31:00 | 24:31 | 24:31 | 26:01 | 42:29 | 42:29 | 17:58 | 13:18 |
 | Daedalus | 3 | 9.38% | 53.8 | 66.67% | +21.84% | +33.33% | 0.00% | 0.00% | 36:42 | 33:26 | 33:26 | 38:10 | 38:30 | 38:30 | 05:04 | 03:45 |
 | Null Talisman | 3 | 9.38% | 52.3 | 66.67% | +21.84% | -66.67% | 0.00% | 0.00% | 04:32 | 02:48 | 02:48 | 05:16 | 05:31 | 05:31 | 02:43 | 02:00 |
 | Black King Bar | 7 | 21.88% | 50.8 | 42.86% | -5.14% | +57.14% | -42.86% | -17.39% | 32:19 | 27:17 | 27:42 | 31:15 | 33:27 | 41:01 | 05:45 | 04:15 |
 | Wind Lace | 8 | 25.00% | 49.2 | 37.50% | -12.50% | +12.50% | +62.50% | 13.89% | 10:17 | 07:05 | 07:43 | 08:13 | 11:19 | 17:54 | 03:36 | 02:40 |
 | Dagon (level 3) | 4 | 12.50% | 47.7 | 50.00% | +3.57% | -50.00% | -50.00% | 0.00% | 29:52 | 21:21 | 21:21 | 25:54 | 31:55 | 40:18 | 10:34 | 07:49 |
 | Crystalys | 4 | 12.50% | 46.2 | 50.00% | +3.57% | -50.00% | -50.00% | 0.00% | 35:48 | 32:22 | 32:22 | 32:47 | 35:24 | 42:37 | 03:02 | 02:14 |
 | Helm of Iron Will | 1 | 3.13% | 44.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:37 | 37:37 | 37:37 | 37:37 | 37:37 | 37:37 | 00:00 | 00:00 |
 | Skull Basher | 1 | 3.13% | 43.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:21 | 43:21 | 43:21 | 43:21 | 43:21 | 43:21 | 00:00 | 00:00 |
 | Vanguard | 1 | 3.13% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:23 | 46:23 | 46:23 | 46:23 | 46:23 | 46:23 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 3.13% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:28 | 46:28 | 46:28 | 46:28 | 46:28 | 46:28 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 3.13% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 3.13% | 36.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:46 | 44:46 | 44:46 | 44:46 | 44:46 | 44:46 | 00:00 | 00:00 |
 | Nullifier | 1 | 3.13% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 3.13% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:58 | 23:58 | 23:58 | 23:58 | 23:58 | 23:58 | 00:00 | 00:00 |
 | Dagon (level 2) | 5 | 15.63% | 32.3 | 40.00% | -8.15% | -40.00% | -40.00% | 0.00% | 25:51 | 14:43 | 14:43 | 24:24 | 30:52 | 40:18 | 16:09 | 11:57 |
 | Eul's Scepter of Divinity | 6 | 18.75% | 30.8 | 33.33% | -16.67% | -33.33% | +66.67% | 20.98% | 16:08 | 12:06 | 13:44 | 14:29 | 18:30 | 22:13 | 04:46 | 03:31 |
 | Dagon | 7 | 21.88% | 29.2 | 28.57% | -23.43% | -28.57% | +21.43% | 19.11% | 16:09 | 11:34 | 12:19 | 14:02 | 14:56 | 28:48 | 02:37 | 01:56 |
 | Aghanim's Blessing | 2 | 6.25% | 27.7 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 55:20 | 47:15 | 47:15 | 1:03:24 | 1:03:24 | 1:03:24 | 16:09 | 11:57 |
 | Dagon (level 5) | 2 | 6.25% | 26.2 | 50.00% | +3.33% | -50.00% | 0.00% | 0.00% | 30:06 | 25:35 | 25:35 | 34:37 | 34:37 | 34:37 | 09:02 | 06:41 |
 | Aether Lens | 2 | 6.25% | 24.6 | 50.00% | +3.33% | -50.00% | 0.00% | 0.00% | 31:03 | 28:55 | 28:55 | 33:11 | 33:11 | 33:11 | 04:16 | 03:09 |
 | Arcane Boots | 2 | 6.25% | 23.1 | 50.00% | +3.33% | -50.00% | 0.00% | 0.00% | 08:10 | 07:17 | 07:17 | 09:02 | 09:02 | 09:02 | 01:45 | 01:17 |
 | Yasha | 2 | 6.25% | 21.5 | 50.00% | +3.33% | -50.00% | 0.00% | 0.00% | 21:34 | 19:47 | 19:47 | 23:21 | 23:21 | 23:21 | 03:34 | 02:38 |
 | Manta Style | 2 | 6.25% | 20.0 | 50.00% | +3.33% | -50.00% | 0.00% | 0.00% | 23:57 | 22:14 | 22:14 | 25:39 | 25:39 | 25:39 | 03:25 | 02:31 |
 | Scythe of Vyse | 2 | 6.25% | 18.5 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 37:25 | 34:53 | 34:53 | 39:56 | 39:56 | 39:56 | 05:03 | 03:44 |
 | Boots of Travel | 3 | 9.38% | 16.9 | 33.33% | -14.95% | +66.67% | 0.00% | 0.00% | 43:41 | 29:14 | 29:14 | 42:42 | 59:07 | 59:07 | 29:53 | 22:08 |
 | Aeon Disk | 3 | 9.38% | 15.4 | 33.33% | -14.95% | +66.67% | 0.00% | 0.00% | 45:55 | 36:28 | 36:28 | 46:53 | 54:25 | 54:25 | 17:57 | 13:17 |
 | Morbid Mask | 1 | 3.13% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:02 | 34:02 | 34:02 | 34:02 | 34:02 | 34:02 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 3.13% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:12 | 11:12 | 11:12 | 11:12 | 11:12 | 11:12 | 00:00 | 00:00 |
 | Satanic | 1 | 3.13% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:34 | 34:34 | 34:34 | 34:34 | 34:34 | 34:34 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 3.13% | 9.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:12 | 11:12 | 11:12 | 11:12 | 11:12 | 11:12 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 3.13% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:12 | 11:12 | 11:12 | 11:12 | 11:12 | 11:12 | 00:00 | 00:00 |
 | Mage Slayer | 2 | 6.25% | 6.2 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 29:17 | 29:13 | 29:13 | 29:20 | 29:20 | 29:20 | 00:07 | 00:05 |
 | Aghanim's Shard | 4 | 12.50% | 4.6 | 0.00% | -53.57% | 0.00% | 0.00% | 0.00% | 40:21 | 24:26 | 24:26 | 29:59 | 45:21 | 1:01:37 | 20:55 | 15:29 |
 | Shiva's Guard | 1 | 3.13% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:10 | 40:10 | 40:10 | 40:10 | 40:10 | 40:10 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 3.13% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:08 | 27:08 | 27:08 | 27:08 | 27:08 | 27:08 | 00:00 | 00:00 |