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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 | |
 | Skull Basher | 10 | 26.32% | 100.0 | 80.00% | +40.71% | -13.33% | -30.00% | -2.26% | 29:46 | 20:16 | 26:15 | 28:06 | 33:37 | 39:30 | 07:22 | 05:27 |
 | Aghanim's Shard | 9 | 23.68% | 98.4 | 77.78% | +36.40% | +22.22% | -27.78% | -5.56% | 33:42 | 26:25 | 26:47 | 28:32 | 35:47 | 56:05 | 09:00 | 06:40 |
 | Fluffy Hat | 6 | 15.79% | 96.7 | 83.33% | +39.58% | -33.33% | +16.67% | 11.45% | 06:48 | 01:33 | 04:31 | 06:26 | 08:53 | 11:29 | 04:22 | 03:14 |
 | Ring of Health | 12 | 31.58% | 95.1 | 66.67% | +24.36% | 0.00% | +33.33% | 2.17% | 26:48 | 12:02 | 15:07 | 24:54 | 30:28 | 52:45 | 15:21 | 11:22 |
 | Black King Bar | 28 | 73.68% | 93.4 | 53.57% | +13.57% | +17.86% | -25.00% | -10.45% | 22:29 | 16:12 | 20:23 | 21:38 | 24:29 | 29:36 | 04:06 | 03:02 |
 | Quelling Blade | 38 | 100.00% | 91.8 | 50.00% | +50.00% | +10.00% | +16.67% | 0.00% | -01:18 | -01:30 | -01:29 | -01:29 | -01:29 | 03:05 | 00:00 | 00:00 |
 | Boots of Speed | 38 | 100.00% | 90.2 | 50.00% | +50.00% | 0.00% | -5.56% | -2.27% | 03:02 | -01:29 | 01:44 | 02:37 | 04:11 | 07:12 | 02:27 | 01:48 |
 | Magic Stick | 36 | 94.74% | 88.5 | 50.00% | 0.00% | +5.56% | +16.67% | 8.55% | 01:24 | -01:30 | -01:29 | -01:24 | 02:47 | 14:40 | 04:16 | 03:09 |
 | Gleipnir | 3 | 7.89% | 86.9 | 100.00% | +54.29% | 0.00% | 0.00% | 0.00% | 29:51 | 25:58 | 25:58 | 29:31 | 34:05 | 34:05 | 08:07 | 06:00 |
 | Maelstrom | 24 | 63.16% | 85.2 | 54.17% | +11.31% | -4.17% | +29.16% | 11.83% | 13:43 | 10:37 | 11:02 | 12:00 | 13:51 | 27:43 | 02:49 | 02:05 |
 | Javelin | 24 | 63.16% | 83.6 | 54.17% | +11.31% | +12.50% | +12.50% | 0.00% | 10:34 | 02:41 | 07:23 | 08:26 | 10:34 | 27:43 | 03:11 | 02:21 |
 | Magic Wand | 34 | 89.47% | 82.0 | 50.00% | 0.00% | -5.56% | 0.00% | 0.82% | 08:26 | 01:27 | 04:49 | 07:15 | 11:38 | 20:32 | 06:49 | 05:02 |
 | Sange | 18 | 47.37% | 80.3 | 55.56% | +10.56% | +24.44% | -30.56% | -5.72% | 23:29 | 16:05 | 17:57 | 23:25 | 27:34 | 31:14 | 09:37 | 07:07 |
 | Abyssal Blade | 5 | 13.16% | 78.7 | 80.00% | +34.55% | +20.00% | +20.00% | 0.00% | 38:59 | 29:18 | 29:18 | 34:44 | 46:46 | 52:54 | 17:28 | 12:56 |
 | Chainmail | 31 | 81.58% | 77.0 | 48.39% | -8.75% | +14.11% | -10.89% | -9.68% | 05:25 | 00:32 | 03:53 | 04:52 | 06:28 | 11:18 | 02:35 | 01:54 |
 | Sange and Yasha | 16 | 42.11% | 75.4 | 56.25% | +10.80% | +43.75% | -31.25% | -9.47% | 23:53 | 16:43 | 19:11 | 23:46 | 27:06 | 31:22 | 07:55 | 05:51 |
 | Yasha | 21 | 55.26% | 73.8 | 52.38% | +5.32% | +7.62% | +7.62% | 0.00% | 18:52 | 13:17 | 14:45 | 16:18 | 22:51 | 30:42 | 08:06 | 06:00 |
 | Phase Boots | 30 | 78.95% | 72.1 | 46.67% | -15.83% | +15.83% | -3.81% | -13.86% | 06:44 | 04:06 | 05:51 | 06:28 | 07:16 | 12:19 | 01:25 | 01:02 |
 | Wraith Band | 10 | 26.32% | 70.5 | 60.00% | +13.57% | +6.67% | -10.00% | -16.67% | 02:14 | 01:20 | 01:37 | 01:48 | 02:35 | 04:19 | 00:58 | 00:42 |
 | Blight Stone | 8 | 21.05% | 68.9 | 62.50% | +15.83% | -12.50% | -12.50% | 0.00% | 11:56 | 01:33 | 03:39 | 12:49 | 15:03 | 24:25 | 11:24 | 08:26 |
 | Orb of Venom | 6 | 15.79% | 67.2 | 66.67% | +19.79% | +33.33% | -66.67% | -100.00% | 00:11 | -01:29 | -01:29 | -01:29 | 01:42 | 02:39 | 03:11 | 02:21 |
 | Mjollnir | 6 | 15.79% | 65.6 | 66.67% | +19.79% | +33.33% | -66.67% | -15.83% | 35:43 | 28:16 | 31:59 | 32:09 | 38:18 | 48:05 | 06:19 | 04:40 |
 | Ring of Protection | 4 | 10.53% | 63.9 | 75.00% | +27.94% | +25.00% | +25.00% | 0.00% | 07:34 | -01:29 | -01:29 | -01:29 | 02:44 | 30:28 | 04:13 | 03:07 |
 | Orb of Corrosion | 4 | 10.53% | 62.3 | 75.00% | +27.94% | +25.00% | +25.00% | 0.00% | 07:38 | 02:21 | 02:21 | 05:22 | 09:27 | 13:20 | 07:06 | 05:15 |
 | Blade Mail | 2 | 5.26% | 60.7 | 100.00% | +52.78% | 0.00% | 0.00% | 0.00% | 14:03 | 13:47 | 13:47 | 14:19 | 14:19 | 14:19 | 00:32 | 00:23 |
 | Satanic | 2 | 5.26% | 59.0 | 100.00% | +52.78% | 0.00% | 0.00% | 0.00% | 36:50 | 33:02 | 33:02 | 40:37 | 40:37 | 40:37 | 07:35 | 05:37 |
 | Falcon Blade | 2 | 5.26% | 57.4 | 100.00% | +52.78% | 0.00% | 0.00% | 0.00% | 08:38 | 08:11 | 08:11 | 09:05 | 09:05 | 09:05 | 00:54 | 00:40 |
 | Morbid Mask | 2 | 5.26% | 55.7 | 100.00% | +52.78% | 0.00% | 0.00% | 0.00% | 36:16 | 32:30 | 32:30 | 40:01 | 40:01 | 40:01 | 07:31 | 05:34 |
 | Pipe of Insight | 2 | 5.26% | 54.1 | 100.00% | +52.78% | 0.00% | 0.00% | 0.00% | 19:43 | 16:48 | 16:48 | 22:37 | 22:37 | 22:37 | 05:49 | 04:18 |
 | Headdress | 2 | 5.26% | 52.5 | 100.00% | +52.78% | 0.00% | 0.00% | 0.00% | 19:14 | 16:18 | 16:18 | 22:10 | 22:10 | 22:10 | 05:52 | 04:20 |
 | Crown | 13 | 34.21% | 50.8 | 46.15% | -5.85% | -12.82% | +20.52% | 2.15% | 16:10 | 07:29 | 08:01 | 13:56 | 23:32 | 32:43 | 15:31 | 11:29 |
 | Vanguard | 7 | 18.42% | 49.2 | 57.14% | +8.75% | -7.14% | +42.86% | 9.32% | 36:18 | 25:13 | 29:16 | 34:32 | 34:38 | 52:46 | 05:22 | 03:58 |
 | Power Treads | 7 | 18.42% | 47.5 | 57.14% | +8.75% | -7.14% | -7.14% | 0.00% | 06:08 | 04:26 | 05:02 | 05:48 | 06:59 | 07:39 | 01:57 | 01:26 |
 | Wind Lace | 11 | 28.95% | 45.9 | 45.45% | -6.40% | -12.12% | -12.12% | 0.00% | 10:54 | -01:21 | 06:44 | 09:00 | 15:37 | 19:56 | 08:53 | 06:34 |
 | Solar Crest | 5 | 13.16% | 44.3 | 60.00% | +11.52% | +40.00% | -60.00% | -12.20% | 21:20 | 16:13 | 16:13 | 20:26 | 24:25 | 25:43 | 08:12 | 06:04 |
 | Medallion of Courage | 5 | 13.16% | 42.6 | 60.00% | +11.52% | +40.00% | -60.00% | -11.98% | 18:39 | 13:25 | 13:25 | 16:55 | 21:46 | 24:25 | 08:21 | 06:11 |
 | Hood of Defiance | 6 | 15.79% | 41.0 | 50.00% | 0.00% | 0.00% | -50.00% | -9.55% | 16:50 | 12:02 | 13:05 | 15:16 | 18:19 | 24:54 | 05:14 | 03:52 |
 | Rod of Atos | 10 | 26.32% | 39.3 | 40.00% | -13.57% | -6.67% | +60.00% | 5.56% | 19:42 | 13:03 | 13:08 | 16:30 | 25:07 | 32:43 | 11:59 | 08:52 |
 | Silver Edge | 1 | 2.63% | 37.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:25 | 1:01:25 | 1:01:25 | 1:01:25 | 1:01:25 | 1:01:25 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 2.63% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:09 | 28:09 | 28:09 | 28:09 | 28:09 | 28:09 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.63% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:50 | 49:50 | 49:50 | 49:50 | 49:50 | 49:50 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 2.63% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:03 | 47:03 | 47:03 | 47:03 | 47:03 | 47:03 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 2.63% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:46 | 12:46 | 12:46 | 12:46 | 12:46 | 12:46 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.63% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:54 | 28:54 | 28:54 | 28:54 | 28:54 | 28:54 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 2.63% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:35 | 36:35 | 36:35 | 36:35 | 36:35 | 36:35 | 00:00 | 00:00 |
 | Buckler | 1 | 2.63% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 2.63% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:41 | 59:41 | 59:41 | 59:41 | 59:41 | 59:41 | 00:00 | 00:00 |
 | Urn of Shadows | 2 | 5.26% | 23.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 06:25 | 03:51 | 03:51 | 08:58 | 08:58 | 08:58 | 05:07 | 03:47 |
 | Manta Style | 2 | 5.26% | 21.3 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 21:39 | 18:57 | 18:57 | 24:21 | 24:21 | 24:21 | 05:24 | 04:00 |
 | Spirit Vessel | 2 | 5.26% | 19.7 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 11:31 | 09:52 | 09:52 | 13:09 | 13:09 | 13:09 | 03:17 | 02:25 |
 | Butterfly | 4 | 10.53% | 18.0 | 25.00% | -27.94% | -25.00% | -25.00% | 0.00% | 39:38 | 36:04 | 36:04 | 36:53 | 40:38 | 44:57 | 04:34 | 03:22 |
 | Void Stone | 4 | 10.53% | 16.4 | 25.00% | -27.94% | -25.00% | -25.00% | 0.00% | 27:40 | 13:21 | 13:21 | 18:12 | 28:52 | 50:15 | 15:31 | 11:29 |
 | Eye of Skadi | 3 | 7.89% | 14.8 | 0.00% | -54.29% | 0.00% | 0.00% | 0.00% | 33:40 | 28:13 | 28:13 | 31:49 | 40:57 | 40:57 | 12:44 | 09:25 |
 | Eul's Scepter of Divinity | 2 | 5.26% | 13.1 | 0.00% | -52.78% | 0.00% | 0.00% | 0.00% | 20:04 | 18:13 | 18:13 | 21:54 | 21:54 | 21:54 | 03:41 | 02:43 |
 | Refresher Orb | 1 | 2.63% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:52 | 51:52 | 51:52 | 51:52 | 51:52 | 51:52 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 2.63% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:47 | 34:47 | 34:47 | 34:47 | 34:47 | 34:47 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 2.63% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:27 | 31:27 | 31:27 | 31:27 | 31:27 | 31:27 | 00:00 | 00:00 |
 | Crystalys | 1 | 2.63% | 6.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:38 | 38:38 | 38:38 | 38:38 | 38:38 | 38:38 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.63% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:00 | 47:00 | 47:00 | 47:00 | 47:00 | 47:00 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.63% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:34 | 24:34 | 24:34 | 24:34 | 24:34 | 24:34 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 5.26% | 1.6 | 0.00% | -52.78% | 0.00% | 0.00% | 0.00% | 38:28 | 38:21 | 38:21 | 38:34 | 38:34 | 38:34 | 00:13 | 00:09 |