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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 | |
 | Quelling Blade | 10 | 18.87% | 100.0 | 100.00% | +39.53% | 0.00% | 0.00% | 0.00% | 06:25 | -01:29 | -01:29 | 00:04 | 08:25 | 40:18 | 09:54 | 07:20 |
 | Aghanim's Shard | 40 | 75.47% | 97.7 | 77.50% | +39.04% | -7.50% | +2.50% | 1.18% | 25:48 | 15:03 | 21:46 | 24:49 | 30:13 | 45:16 | 08:27 | 06:15 |
 | Drum of Endurance | 13 | 24.53% | 95.5 | 84.62% | +22.12% | -17.95% | +15.38% | 2.37% | 26:54 | 15:24 | 18:55 | 27:31 | 32:58 | 37:51 | 14:03 | 10:24 |
 | Force Staff | 36 | 67.92% | 93.2 | 72.22% | +13.40% | -5.55% | -5.55% | 0.00% | 23:33 | 14:58 | 19:16 | 21:59 | 24:56 | 60:10 | 05:40 | 04:11 |
 | Magic Wand | 43 | 81.13% | 90.9 | 69.77% | +9.77% | +12.05% | +12.05% | 0.00% | 11:39 | 02:20 | 08:32 | 10:52 | 12:37 | 27:39 | 04:05 | 03:01 |
 | Boots of Speed | 53 | 100.00% | 88.6 | 67.92% | +67.92% | -14.07% | +16.70% | 5.17% | 04:42 | -01:29 | -01:26 | 05:41 | 07:23 | 11:00 | 08:49 | 06:31 |
 | Magic Stick | 53 | 100.00% | 86.4 | 67.92% | +67.92% | -6.38% | +1.31% | 1.61% | 03:27 | -01:29 | -01:23 | 03:02 | 06:09 | 12:46 | 07:32 | 05:34 |
 | Wind Lace | 52 | 98.11% | 84.1 | 67.31% | -32.69% | +9.61% | +9.61% | 0.00% | 03:53 | -01:29 | -01:29 | 03:23 | 07:18 | 14:41 | 08:47 | 06:30 |
 | Tranquil Boots | 47 | 88.68% | 81.8 | 65.96% | -17.37% | -15.96% | +0.71% | 4.55% | 10:25 | 03:51 | 07:57 | 09:41 | 11:37 | 27:42 | 03:40 | 02:42 |
 | Fluffy Hat | 44 | 83.02% | 79.5 | 65.91% | -11.87% | -38.64% | -11.36% | 2.90% | 16:28 | 06:43 | 11:01 | 14:51 | 20:25 | 30:13 | 09:24 | 06:57 |
 | Buckler | 5 | 9.43% | 77.3 | 100.00% | +35.42% | 0.00% | 0.00% | 0.00% | 26:34 | 07:23 | 07:23 | 34:13 | 35:27 | 36:38 | 28:04 | 20:47 |
 | Ring of Protection | 11 | 20.75% | 75.0 | 81.82% | +17.53% | +18.18% | -15.15% | -1.02% | 15:53 | -01:30 | -01:29 | 10:49 | 34:13 | 41:54 | 35:42 | 26:26 |
 | Boots of Bearing | 7 | 13.21% | 72.7 | 85.71% | +20.49% | -35.71% | +14.29% | 7.23% | 32:45 | 25:38 | 26:06 | 32:31 | 33:01 | 44:36 | 06:55 | 05:07 |
 | Aeon Disk | 4 | 7.55% | 70.5 | 100.00% | +34.69% | 0.00% | 0.00% | 0.00% | 52:16 | 46:47 | 46:47 | 47:49 | 52:16 | 1:02:11 | 05:29 | 04:03 |
 | Ring of Basilius | 4 | 7.55% | 68.2 | 100.00% | +34.69% | 0.00% | 0.00% | 0.00% | 34:14 | 27:58 | 27:58 | 34:13 | 35:27 | 39:16 | 07:29 | 05:32 |
 | Glimmer Cape | 13 | 24.53% | 65.9 | 69.23% | +1.73% | +30.77% | -69.23% | -9.32% | 26:13 | 16:38 | 18:35 | 23:55 | 29:19 | 50:54 | 10:44 | 07:57 |
 | Aghanim's Scepter | 3 | 5.66% | 63.6 | 100.00% | +34.00% | 0.00% | 0.00% | 0.00% | 32:57 | 25:33 | 25:33 | 35:46 | 37:33 | 37:33 | 12:00 | 08:53 |
 | Arcane Boots | 3 | 5.66% | 61.4 | 100.00% | +34.00% | 0.00% | 0.00% | 0.00% | 35:33 | 27:44 | 27:44 | 34:20 | 44:36 | 44:36 | 16:52 | 12:29 |
 | Vladmir's Offering | 3 | 5.66% | 59.1 | 100.00% | +34.00% | 0.00% | 0.00% | 0.00% | 32:45 | 28:35 | 28:35 | 34:13 | 35:27 | 35:27 | 06:52 | 05:05 |
 | Bracer | 3 | 5.66% | 56.8 | 100.00% | +34.00% | 0.00% | 0.00% | 0.00% | 18:49 | 11:14 | 11:14 | 17:05 | 28:09 | 28:09 | 16:55 | 12:31 |
 | Morbid Mask | 3 | 5.66% | 54.5 | 100.00% | +34.00% | 0.00% | 0.00% | 0.00% | 32:32 | 27:56 | 27:56 | 34:13 | 35:27 | 35:27 | 07:31 | 05:34 |
 | Ghost Scepter | 9 | 16.98% | 52.3 | 55.56% | -14.89% | -5.56% | -5.56% | 0.00% | 32:30 | 20:29 | 22:37 | 34:06 | 36:57 | 42:39 | 14:20 | 10:37 |
 | Urn of Shadows | 2 | 3.77% | 50.0 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 13:07 | 12:09 | 12:09 | 14:05 | 14:05 | 14:05 | 01:56 | 01:25 |
 | Spirit Vessel | 2 | 3.77% | 47.7 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 22:13 | 20:09 | 20:09 | 24:17 | 24:17 | 24:17 | 04:08 | 03:03 |
 | Wraith Pact | 2 | 3.77% | 45.5 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 34:51 | 32:10 | 32:10 | 37:32 | 37:32 | 37:32 | 05:22 | 03:58 |
 | Void Stone | 7 | 13.21% | 43.2 | 57.14% | -12.43% | -57.14% | -7.14% | 7.35% | 30:15 | 16:02 | 22:39 | 27:38 | 29:27 | 57:12 | 06:48 | 05:02 |
 | Eul's Scepter of Divinity | 3 | 5.66% | 40.9 | 66.67% | -1.33% | -66.67% | 0.00% | 0.00% | 29:33 | 27:16 | 27:16 | 29:27 | 31:55 | 31:55 | 04:39 | 03:26 |
 | Holy Locket | 1 | 1.89% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 00:00 | 00:00 |
 | Chainmail | 1 | 1.89% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:02 | 47:02 | 47:02 | 47:02 | 47:02 | 47:02 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.89% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:08 | 1:08:08 | 1:08:08 | 1:08:08 | 1:08:08 | 1:08:08 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.89% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:47 | 42:47 | 42:47 | 42:47 | 42:47 | 42:47 | 00:00 | 00:00 |
 | Sange | 1 | 1.89% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:21 | 33:21 | 33:21 | 33:21 | 33:21 | 33:21 | 00:00 | 00:00 |
 | Black King Bar | 1 | 1.89% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:45 | 37:45 | 37:45 | 37:45 | 37:45 | 37:45 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.89% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:12 | 57:12 | 57:12 | 57:12 | 57:12 | 57:12 | 00:00 | 00:00 |
 | Phase Boots | 1 | 1.89% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:02 | 47:02 | 47:02 | 47:02 | 47:02 | 47:02 | 00:00 | 00:00 |
 | Ring of Health | 6 | 11.32% | 20.5 | 33.33% | -39.01% | -33.33% | +66.67% | 15.23% | 24:50 | 15:01 | 19:37 | 22:02 | 26:11 | 40:27 | 06:34 | 04:51 |
 | Crimson Guard | 2 | 3.77% | 18.2 | 50.00% | -18.63% | -50.00% | 0.00% | 0.00% | 36:58 | 29:55 | 29:55 | 44:01 | 44:01 | 44:01 | 14:06 | 10:26 |
 | Vanguard | 2 | 3.77% | 15.9 | 50.00% | -18.63% | -50.00% | 0.00% | 0.00% | 35:11 | 29:55 | 29:55 | 40:27 | 40:27 | 40:27 | 10:32 | 07:48 |
 | Helm of Iron Will | 2 | 3.77% | 13.6 | 50.00% | -18.63% | -50.00% | 0.00% | 0.00% | 30:19 | 27:06 | 27:06 | 33:31 | 33:31 | 33:31 | 06:25 | 04:45 |
 | Headdress | 2 | 3.77% | 11.4 | 50.00% | -18.63% | +50.00% | 0.00% | 0.00% | 21:45 | 20:03 | 20:03 | 23:27 | 23:27 | 23:27 | 03:24 | 02:31 |
 | Soul Ring | 1 | 1.89% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:54 | 41:54 | 41:54 | 41:54 | 41:54 | 41:54 | 00:00 | 00:00 |
 | Hood of Defiance | 3 | 5.66% | 6.8 | 0.00% | -72.00% | 0.00% | 0.00% | 0.00% | 19:34 | 16:28 | 16:28 | 20:04 | 22:11 | 22:11 | 05:43 | 04:14 |
 | Eternal Shroud | 1 | 1.89% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 00:00 | 00:00 |
 | Pavise | 1 | 1.89% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:09 | 16:09 | 16:09 | 16:09 | 16:09 | 16:09 | 00:00 | 00:00 |