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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 | |
 | Void Stone | 28 | 60.87% | 100.0 | 53.57% | +20.24% | +17.86% | -25.00% | -2.82% | 21:10 | 04:41 | 13:16 | 18:31 | 28:27 | 41:50 | 15:11 | 11:14 |
 | Tranquil Boots | 43 | 93.48% | 98.1 | 48.84% | +48.84% | +23.89% | -3.39% | -10.36% | 09:18 | 02:51 | 07:27 | 08:35 | 10:05 | 23:03 | 02:38 | 01:57 |
 | Wind Lace | 43 | 93.48% | 96.2 | 48.84% | +48.84% | -3.39% | -3.39% | 0.00% | 07:42 | 01:56 | 06:10 | 07:14 | 08:10 | 23:03 | 02:00 | 01:28 |
 | Boots of Speed | 46 | 100.00% | 94.3 | 45.65% | +45.65% | +4.35% | -9.29% | -4.22% | 06:30 | -01:29 | 05:08 | 06:19 | 08:22 | 12:15 | 03:14 | 02:23 |
 | Aghanim's Shard | 18 | 39.13% | 92.5 | 55.56% | +16.27% | +24.44% | +19.44% | -0.50% | 22:19 | 15:02 | 15:37 | 22:05 | 25:32 | 43:09 | 09:55 | 07:20 |
 | Magic Stick | 42 | 91.30% | 90.6 | 45.24% | -4.76% | +9.31% | -25.24% | -4.69% | 04:30 | -01:30 | -01:29 | 02:52 | 08:51 | 19:47 | 10:20 | 07:39 |
 | Magic Wand | 38 | 82.61% | 88.7 | 44.74% | -5.26% | +15.26% | -11.41% | -4.79% | 08:58 | 01:51 | 05:18 | 08:44 | 10:52 | 29:29 | 05:34 | 04:07 |
 | Scythe of Vyse | 12 | 26.09% | 86.8 | 58.33% | +17.15% | +41.67% | -58.33% | -15.04% | 31:58 | 25:02 | 27:11 | 29:25 | 33:50 | 42:12 | 06:39 | 04:55 |
 | Glimmer Cape | 4 | 8.70% | 84.9 | 75.00% | +32.14% | -75.00% | +25.00% | 48.00% | 18:45 | 15:03 | 15:03 | 16:45 | 17:08 | 26:05 | 02:05 | 01:32 |
 | Lotus Orb | 2 | 4.35% | 83.0 | 100.00% | +56.82% | 0.00% | 0.00% | 0.00% | 25:39 | 21:42 | 21:42 | 29:36 | 29:36 | 29:36 | 07:54 | 05:51 |
 | Heaven's Halberd | 13 | 28.26% | 81.1 | 46.15% | +0.70% | -46.15% | +20.52% | 6.02% | 28:52 | 17:52 | 23:45 | 29:17 | 34:49 | 40:25 | 11:04 | 08:11 |
 | Sange | 13 | 28.26% | 79.2 | 46.15% | +0.70% | -46.15% | -12.82% | 2.45% | 26:04 | 15:52 | 17:14 | 25:38 | 30:50 | 40:07 | 13:36 | 10:04 |
 | Refresher Orb | 7 | 15.22% | 77.4 | 57.14% | +13.55% | +42.86% | -57.14% | -6.10% | 51:44 | 37:32 | 41:45 | 53:40 | 58:09 | 60:02 | 16:24 | 12:08 |
 | Ring of Health | 7 | 15.22% | 75.5 | 57.14% | +13.55% | -7.14% | -7.14% | 0.00% | 17:45 | 02:17 | 12:39 | 18:47 | 19:31 | 32:09 | 06:52 | 05:05 |
 | Eul's Scepter of Divinity | 14 | 30.43% | 73.6 | 42.86% | -4.02% | +57.14% | -9.53% | -12.12% | 21:15 | 15:30 | 18:05 | 20:47 | 23:35 | 28:37 | 05:30 | 04:04 |
 | Cornucopia | 8 | 17.39% | 71.7 | 50.00% | +5.26% | +50.00% | 0.00% | -2.53% | 45:50 | 29:43 | 33:53 | 43:26 | 53:38 | 58:37 | 19:45 | 14:37 |
 | Fluffy Hat | 5 | 10.87% | 69.8 | 60.00% | +16.10% | -60.00% | +40.00% | 5.52% | 21:18 | 10:05 | 10:05 | 12:10 | 28:12 | 45:55 | 18:07 | 13:25 |
 | Ring of Protection | 20 | 43.48% | 67.9 | 35.00% | -18.85% | -15.00% | +5.00% | 2.86% | 09:53 | 00:04 | 04:31 | 09:58 | 11:31 | 39:06 | 07:00 | 05:11 |
 | Force Staff | 3 | 6.52% | 66.0 | 66.67% | +22.48% | -66.67% | 0.00% | 0.00% | 30:37 | 15:59 | 15:59 | 29:58 | 45:55 | 45:55 | 29:56 | 22:10 |
 | Urn of Shadows | 17 | 36.96% | 64.2 | 29.41% | -25.76% | -29.41% | +20.59% | 7.37% | 10:34 | 04:50 | 06:14 | 11:46 | 13:01 | 13:44 | 06:47 | 05:01 |
 | Shiva's Guard | 8 | 17.39% | 62.3 | 37.50% | -9.87% | +12.50% | +12.50% | 0.00% | 30:27 | 22:00 | 22:45 | 26:11 | 33:59 | 46:53 | 11:14 | 08:19 |
 | Blink Dagger | 1 | 2.17% | 60.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.17% | 58.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:29 | 13:29 | 13:29 | 13:29 | 13:29 | 13:29 | 00:00 | 00:00 |
 | Wind Waker | 1 | 2.17% | 56.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:50 | 43:50 | 43:50 | 43:50 | 43:50 | 43:50 | 00:00 | 00:00 |
 | Diadem | 1 | 2.17% | 54.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:49 | 26:49 | 26:49 | 26:49 | 26:49 | 26:49 | 00:00 | 00:00 |
 | Holy Locket | 1 | 2.17% | 52.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:45 | 28:45 | 28:45 | 28:45 | 28:45 | 28:45 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 2.17% | 50.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:47 | 39:47 | 39:47 | 39:47 | 39:47 | 39:47 | 00:00 | 00:00 |
 | Black King Bar | 1 | 2.17% | 49.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:21 | 40:21 | 40:21 | 40:21 | 40:21 | 40:21 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 2.17% | 47.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 |
 | Null Talisman | 1 | 2.17% | 45.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:22 | 05:22 | 05:22 | 05:22 | 05:22 | 05:22 | 00:00 | 00:00 |
 | Spirit Vessel | 10 | 21.74% | 43.4 | 30.00% | -20.00% | -30.00% | -30.00% | 0.00% | 17:57 | 09:16 | 18:23 | 18:32 | 19:00 | 20:18 | 00:37 | 00:27 |
 | Headdress | 6 | 13.04% | 41.5 | 33.33% | -14.17% | +16.67% | -33.33% | -2.84% | 16:48 | 05:55 | 09:38 | 09:48 | 27:13 | 28:24 | 17:35 | 13:01 |
 | Buckler | 2 | 4.35% | 39.6 | 50.00% | +4.55% | -50.00% | 0.00% | 0.00% | 25:49 | 12:31 | 12:31 | 39:07 | 39:07 | 39:07 | 26:36 | 19:42 |
 | Solar Crest | 2 | 4.35% | 37.7 | 50.00% | +4.55% | -50.00% | 0.00% | 0.00% | 25:28 | 20:35 | 20:35 | 30:20 | 30:20 | 30:20 | 09:45 | 07:13 |
 | Blight Stone | 2 | 4.35% | 35.8 | 50.00% | +4.55% | -50.00% | 0.00% | 0.00% | 22:02 | 13:43 | 13:43 | 30:20 | 30:20 | 30:20 | 16:37 | 12:18 |
 | Pavise | 2 | 4.35% | 34.0 | 50.00% | +4.55% | -50.00% | 0.00% | 0.00% | 15:12 | 13:30 | 13:30 | 16:54 | 16:54 | 16:54 | 03:24 | 02:31 |
 | Medallion of Courage | 2 | 4.35% | 32.1 | 50.00% | +4.55% | -50.00% | 0.00% | 0.00% | 22:14 | 14:07 | 14:07 | 30:20 | 30:20 | 30:20 | 16:13 | 12:00 |
 | Chainmail | 3 | 6.52% | 30.2 | 33.33% | -13.18% | -33.33% | 0.00% | 0.00% | 17:35 | 10:24 | 10:24 | 12:00 | 30:20 | 30:20 | 19:56 | 14:45 |
 | Pipe of Insight | 3 | 6.52% | 28.3 | 33.33% | -13.18% | +66.67% | 0.00% | 0.00% | 25:09 | 19:41 | 19:41 | 23:37 | 32:09 | 32:09 | 12:28 | 09:14 |
 | Crown | 3 | 6.52% | 26.4 | 33.33% | -13.18% | -33.33% | 0.00% | 0.00% | 20:57 | 14:43 | 14:43 | 17:49 | 30:20 | 30:20 | 15:37 | 11:34 |
 | Aeon Disk | 4 | 8.70% | 24.5 | 25.00% | -22.62% | -25.00% | -25.00% | 0.00% | 44:22 | 33:44 | 33:44 | 38:12 | 39:00 | 1:06:32 | 05:16 | 03:54 |
 | Bracer | 5 | 10.87% | 22.6 | 20.00% | -28.78% | -20.00% | -20.00% | 0.00% | 08:31 | 02:27 | 02:27 | 08:17 | 10:16 | 17:51 | 07:49 | 05:47 |
 | Hand of Midas | 5 | 10.87% | 20.8 | 20.00% | -28.78% | +80.00% | -20.00% | -5.58% | 24:02 | 13:45 | 13:45 | 19:05 | 31:41 | 37:09 | 17:56 | 13:17 |
 | Guardian Greaves | 1 | 2.17% | 18.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:58 | 13:58 | 13:58 | 13:58 | 13:58 | 13:58 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 2.17% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:43 | 14:43 | 14:43 | 14:43 | 14:43 | 14:43 | 00:00 | 00:00 |
 | Mekansm | 1 | 2.17% | 15.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:52 | 10:52 | 10:52 | 10:52 | 10:52 | 10:52 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 2.17% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:42 | 08:42 | 08:42 | 08:42 | 08:42 | 08:42 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 4.35% | 11.3 | 0.00% | -47.73% | 0.00% | 0.00% | 0.00% | 17:46 | 14:43 | 14:43 | 20:48 | 20:48 | 20:48 | 06:05 | 04:30 |
 | Aghanim's Scepter | 3 | 6.52% | 9.4 | 0.00% | -48.84% | 0.00% | 0.00% | 0.00% | 35:49 | 29:48 | 29:48 | 31:54 | 45:46 | 45:46 | 15:58 | 11:49 |
 | Wraith Band | 1 | 2.17% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:17 | 16:17 | 16:17 | 16:17 | 16:17 | 16:17 | 00:00 | 00:00 |
 | Power Treads | 1 | 2.17% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:40 | 10:40 | 10:40 | 10:40 | 10:40 | 10:40 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.17% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:08 | 35:08 | 35:08 | 35:08 | 35:08 | 35:08 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.17% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:22 | 38:22 | 38:22 | 38:22 | 38:22 | 38:22 | 00:00 | 00:00 |