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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 | |
 | Magic Wand | 20 | 55.56% | 100.0 | 70.00% | +45.00% | +10.00% | -10.00% | -6.94% | 11:59 | 03:06 | 08:34 | 09:54 | 11:27 | 28:54 | 02:53 | 02:08 |
 | Orb of Venom | 11 | 30.56% | 97.7 | 72.73% | +32.73% | -39.40% | -6.06% | 29.86% | 01:13 | -01:29 | -01:29 | -01:29 | 02:36 | 06:34 | 04:05 | 03:01 |
 | Blink Dagger | 31 | 86.11% | 95.5 | 58.06% | +58.06% | -8.06% | +16.94% | 4.45% | 23:17 | 11:34 | 19:39 | 21:12 | 25:16 | 42:59 | 05:37 | 04:09 |
 | Fluffy Hat | 8 | 22.22% | 93.2 | 75.00% | +32.14% | +25.00% | -25.00% | -3.18% | 13:05 | 02:57 | 05:16 | 07:25 | 21:00 | 27:02 | 15:44 | 11:39 |
 | Blight Stone | 10 | 27.78% | 90.9 | 70.00% | +27.69% | +30.00% | -20.00% | -5.78% | 08:31 | -01:29 | 04:32 | 06:33 | 13:11 | 20:10 | 08:39 | 06:24 |
 | Tranquil Boots | 14 | 38.89% | 88.6 | 64.29% | +23.38% | +10.71% | +2.38% | -1.72% | 09:36 | 04:03 | 06:56 | 09:33 | 11:47 | 17:51 | 04:51 | 03:35 |
 | Magic Stick | 35 | 97.22% | 86.4 | 51.43% | +51.43% | -6.99% | -6.99% | 0.00% | 04:57 | -01:29 | 01:48 | 03:52 | 07:01 | 22:47 | 05:13 | 03:51 |
 | Black King Bar | 3 | 8.33% | 84.1 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 32:12 | 30:25 | 30:25 | 32:35 | 33:35 | 33:35 | 03:10 | 02:20 |
 | Boots of Speed | 36 | 100.00% | 81.8 | 50.00% | +50.00% | -27.78% | -5.56% | 6.01% | 01:55 | -01:29 | -01:29 | -01:29 | 05:11 | 09:01 | 06:40 | 04:56 |
 | Wind Lace | 29 | 80.56% | 79.5 | 51.72% | +8.86% | -23.15% | +5.42% | 2.42% | 09:30 | -01:29 | 03:10 | 08:41 | 14:57 | 34:51 | 11:47 | 08:43 |
 | Orb of Corrosion | 5 | 13.89% | 77.3 | 80.00% | +34.84% | +20.00% | -80.00% | -14.67% | 07:42 | 03:28 | 03:28 | 08:01 | 10:17 | 10:55 | 06:49 | 05:02 |
 | Chainmail | 15 | 41.67% | 75.0 | 53.33% | +5.71% | -3.33% | -3.33% | 0.00% | 10:19 | 05:55 | 07:31 | 09:18 | 10:55 | 20:08 | 03:24 | 02:31 |
 | Phase Boots | 13 | 36.11% | 72.7 | 53.85% | +6.02% | +12.82% | +12.82% | 0.00% | 10:47 | 07:19 | 08:14 | 10:19 | 11:29 | 15:45 | 03:15 | 02:24 |
 | Drum of Endurance | 14 | 38.89% | 70.5 | 50.00% | 0.00% | 0.00% | +16.67% | 3.53% | 17:16 | 12:30 | 14:33 | 16:49 | 19:16 | 26:22 | 04:43 | 03:29 |
 | Void Stone | 9 | 25.00% | 68.2 | 55.56% | +7.41% | -5.56% | -5.56% | 0.00% | 33:18 | 23:09 | 24:18 | 32:51 | 36:59 | 51:19 | 12:41 | 09:23 |
 | Ring of Health | 4 | 11.11% | 65.9 | 75.00% | +28.12% | -75.00% | +25.00% | 8.70% | 35:07 | 25:28 | 25:28 | 28:24 | 36:58 | 49:38 | 11:30 | 08:31 |
 | Aghanim's Scepter | 7 | 19.44% | 63.6 | 57.14% | +8.86% | +42.86% | -7.14% | -17.86% | 35:06 | 31:50 | 33:31 | 34:20 | 36:19 | 38:10 | 02:48 | 02:04 |
 | Eul's Scepter of Divinity | 5 | 13.89% | 61.4 | 60.00% | +11.61% | +40.00% | +40.00% | 0.00% | 32:19 | 29:11 | 29:11 | 32:13 | 33:10 | 35:21 | 03:59 | 02:57 |
 | Quelling Blade | 3 | 8.33% | 59.1 | 66.67% | +18.19% | +33.33% | 0.00% | -2.44% | 04:05 | -01:29 | -01:29 | -01:23 | 15:07 | 15:07 | 16:36 | 12:17 |
 | Moon Shard | 1 | 2.78% | 56.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:15 | 51:15 | 51:15 | 51:15 | 51:15 | 51:15 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 2.78% | 54.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:34 | 18:34 | 18:34 | 18:34 | 18:34 | 18:34 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 2.78% | 52.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:43 | 45:43 | 45:43 | 45:43 | 45:43 | 45:43 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.78% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:19 | 51:19 | 51:19 | 51:19 | 51:19 | 51:19 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 2.78% | 47.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 00:00 | 00:00 |
 | Skull Basher | 1 | 2.78% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:14:23 | 1:14:23 | 1:14:23 | 1:14:23 | 1:14:23 | 1:14:23 | 00:00 | 00:00 |
 | Bottle | 1 | 2.78% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:38 | 01:38 | 01:38 | 01:38 | 01:38 | 01:38 | 00:00 | 00:00 |
 | Swift Blink | 1 | 2.78% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:12 | 1:12:12 | 1:12:12 | 1:12:12 | 1:12:12 | 1:12:12 | 00:00 | 00:00 |
 | Power Treads | 1 | 2.78% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:33 | 55:33 | 55:33 | 55:33 | 55:33 | 55:33 | 00:00 | 00:00 |
 | Desolator | 1 | 2.78% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:18 | 18:18 | 18:18 | 18:18 | 18:18 | 18:18 | 00:00 | 00:00 |
 | Ring of Protection | 5 | 13.89% | 34.1 | 40.00% | -11.61% | +60.00% | -40.00% | -2.39% | 23:26 | -01:30 | -01:30 | 12:33 | 43:25 | 57:57 | 44:55 | 33:16 |
 | Ghost Scepter | 2 | 5.56% | 31.8 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 41:45 | 34:10 | 34:10 | 49:20 | 49:20 | 49:20 | 15:10 | 11:14 |
 | Lotus Orb | 2 | 5.56% | 29.5 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 34:27 | 31:55 | 31:55 | 36:59 | 36:59 | 36:59 | 05:04 | 03:45 |
 | Buckler | 2 | 5.56% | 27.3 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 51:11 | 44:24 | 44:24 | 57:57 | 57:57 | 57:57 | 13:33 | 10:02 |
 | Bracer | 2 | 5.56% | 25.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 02:24 | 01:09 | 01:09 | 03:38 | 03:38 | 03:38 | 02:29 | 01:50 |
 | Medallion of Courage | 3 | 8.33% | 22.7 | 33.33% | -18.19% | -33.33% | 0.00% | 8.37% | 17:40 | 16:11 | 16:11 | 16:39 | 20:10 | 20:10 | 03:59 | 02:57 |
 | Aghanim's Shard | 4 | 11.11% | 20.5 | 25.00% | -28.13% | -25.00% | -25.00% | 0.00% | 33:21 | 25:13 | 25:13 | 25:16 | 35:56 | 46:59 | 10:43 | 07:56 |
 | Solar Crest | 1 | 2.78% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:23 | 24:23 | 24:23 | 24:23 | 24:23 | 24:23 | 00:00 | 00:00 |
 | Aether Lens | 1 | 2.78% | 15.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:00 | 46:00 | 46:00 | 46:00 | 46:00 | 46:00 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.78% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:58 | 57:58 | 57:58 | 57:58 | 57:58 | 57:58 | 00:00 | 00:00 |
 | Urn of Shadows | 2 | 5.56% | 11.4 | 0.00% | -52.94% | 0.00% | 0.00% | 0.00% | 09:38 | 06:42 | 06:42 | 12:33 | 12:33 | 12:33 | 05:51 | 04:20 |
 | Ring of Basilius | 1 | 2.78% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:57 | 57:57 | 57:57 | 57:57 | 57:57 | 57:57 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.78% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:22 | 47:22 | 47:22 | 47:22 | 47:22 | 47:22 | 00:00 | 00:00 |
 | Crown | 1 | 2.78% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:12 | 23:12 | 23:12 | 23:12 | 23:12 | 23:12 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 2.78% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:43 | 58:43 | 58:43 | 58:43 | 58:43 | 58:43 | 00:00 | 00:00 |