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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 | |
 | Force Staff | 45 | 44.12% | 100.0 | 68.89% | +23.28% | +12.93% | -5.25% | -2.38% | 29:09 | 16:25 | 25:04 | 28:25 | 32:43 | 45:48 | 07:39 | 05:40 |
 | Fluffy Hat | 48 | 47.06% | 97.9 | 66.67% | +20.37% | 0.00% | -8.34% | -1.10% | 24:13 | 15:06 | 19:14 | 22:00 | 26:48 | 45:44 | 07:34 | 05:36 |
 | Void Stone | 33 | 32.35% | 95.7 | 66.67% | +15.95% | -4.17% | +8.33% | 1.09% | 30:53 | 19:25 | 24:30 | 29:46 | 35:58 | 47:27 | 11:28 | 08:29 |
 | Magic Stick | 92 | 90.20% | 93.6 | 58.70% | +28.70% | -6.53% | +10.87% | 3.06% | 03:43 | -01:29 | 01:08 | 02:47 | 06:49 | 20:16 | 05:41 | 04:12 |
 | Boots of Speed | 102 | 100.00% | 91.5 | 55.88% | +55.88% | +5.66% | -7.88% | -4.25% | 02:05 | -01:30 | -01:29 | 03:09 | 04:40 | 10:27 | 06:09 | 04:33 |
 | Blink Dagger | 101 | 99.02% | 89.4 | 55.45% | -44.55% | -11.45% | -7.45% | 1.04% | 16:21 | 08:54 | 14:21 | 16:28 | 18:12 | 23:36 | 03:51 | 02:51 |
 | Tranquil Boots | 68 | 66.67% | 87.2 | 57.35% | +4.41% | +1.47% | +1.47% | 0.00% | 08:15 | 01:23 | 06:09 | 07:13 | 09:19 | 31:42 | 03:10 | 02:20 |
 | Wind Lace | 83 | 81.37% | 85.1 | 54.22% | -8.94% | -1.84% | -1.84% | 0.00% | 05:28 | -01:29 | 02:36 | 05:07 | 07:29 | 29:15 | 04:53 | 03:37 |
 | Magic Wand | 62 | 60.78% | 83.0 | 54.84% | -2.66% | -11.09% | +11.83% | 2.79% | 09:57 | -01:29 | 04:53 | 08:32 | 13:06 | 25:51 | 08:13 | 06:05 |
 | Arcane Boots | 4 | 3.92% | 80.9 | 100.00% | +45.92% | 0.00% | 0.00% | 0.00% | 16:12 | 05:13 | 05:13 | 06:18 | 18:30 | 34:46 | 13:17 | 09:50 |
 | Eul's Scepter of Divinity | 21 | 20.59% | 78.7 | 61.90% | +7.58% | -1.90% | -1.90% | 0.00% | 32:17 | 24:13 | 26:44 | 31:53 | 34:59 | 48:06 | 08:15 | 06:06 |
 | Ghost Scepter | 14 | 13.73% | 76.6 | 64.29% | +9.74% | +10.71% | -30.96% | -9.84% | 31:18 | 20:06 | 28:43 | 30:25 | 32:57 | 44:33 | 04:14 | 03:08 |
 | Ring of Protection | 26 | 25.49% | 74.5 | 50.00% | -7.89% | -7.14% | -16.67% | -1.93% | 09:00 | -01:29 | 04:37 | 06:33 | 09:33 | 46:45 | 04:56 | 03:39 |
 | Soul Ring | 21 | 20.59% | 72.3 | 52.38% | -4.41% | -12.38% | -12.38% | 0.00% | 08:54 | 03:03 | 07:09 | 08:08 | 09:30 | 18:47 | 02:21 | 01:44 |
 | Kaya | 5 | 4.90% | 70.2 | 80.00% | +25.36% | +20.00% | -80.00% | 0.00% | 36:15 | 24:51 | 24:51 | 40:12 | 41:12 | 46:58 | 16:21 | 12:06 |
 | Bottle | 20 | 19.61% | 68.1 | 50.00% | -7.32% | +10.00% | -10.00% | -20.00% | 01:36 | 01:17 | 01:25 | 01:35 | 01:42 | 01:58 | 00:17 | 00:12 |
 | Quelling Blade | 29 | 28.43% | 66.0 | 44.83% | -15.44% | +12.31% | -1.97% | -14.28% | 01:08 | -01:29 | -01:29 | -01:29 | -01:28 | 19:19 | 00:01 | 00:00 |
 | Ring of Health | 6 | 5.88% | 63.8 | 66.67% | +11.46% | -16.67% | +33.33% | 0.00% | 33:44 | 25:02 | 26:44 | 29:47 | 42:02 | 42:09 | 15:18 | 11:20 |
 | Echo Sabre | 21 | 20.59% | 61.7 | 42.86% | -16.40% | +17.14% | -2.86% | -7.64% | 19:20 | 11:31 | 17:22 | 19:07 | 19:59 | 35:23 | 02:37 | 01:56 |
 | Power Treads | 18 | 17.65% | 59.6 | 44.44% | -13.89% | +15.56% | +5.56% | -9.38% | 09:35 | 05:16 | 06:05 | 06:45 | 07:09 | 49:14 | 01:04 | 00:47 |
 | Ethereal Blade | 4 | 3.92% | 57.4 | 75.00% | +19.90% | +25.00% | -75.00% | 0.00% | 41:13 | 29:53 | 29:53 | 42:41 | 45:03 | 47:14 | 15:10 | 11:14 |
 | Headdress | 2 | 1.96% | 55.3 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 39:33 | 36:36 | 36:36 | 42:30 | 42:30 | 42:30 | 05:54 | 04:22 |
 | Octarine Core | 2 | 1.96% | 53.2 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 54:03 | 51:32 | 51:32 | 56:33 | 56:33 | 56:33 | 05:01 | 03:42 |
 | Aether Lens | 2 | 1.96% | 51.1 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 44:02 | 41:34 | 41:34 | 46:29 | 46:29 | 46:29 | 04:55 | 03:38 |
 | Hood of Defiance | 2 | 1.96% | 48.9 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 34:44 | 30:02 | 30:02 | 39:26 | 39:26 | 39:26 | 09:24 | 06:57 |
 | Black King Bar | 14 | 13.73% | 46.8 | 42.86% | -15.09% | +32.14% | -42.86% | -7.12% | 32:02 | 23:12 | 26:22 | 28:32 | 36:54 | 53:52 | 10:32 | 07:48 |
 | Phase Boots | 9 | 8.82% | 44.7 | 44.44% | -12.55% | +55.56% | +5.56% | -3.28% | 14:05 | 07:03 | 07:14 | 08:42 | 22:29 | 24:46 | 15:15 | 11:17 |
 | Lotus Orb | 3 | 2.94% | 42.6 | 66.67% | +11.11% | -66.67% | 0.00% | 0.00% | 35:16 | 26:44 | 26:44 | 36:55 | 42:09 | 42:09 | 15:25 | 11:25 |
 | Chainmail | 11 | 10.78% | 40.4 | 36.36% | -21.88% | +63.64% | -3.03% | -4.71% | 15:50 | 06:39 | 06:45 | 17:21 | 20:55 | 33:43 | 14:10 | 10:29 |
 | Aghanim's Shard | 7 | 6.86% | 38.3 | 42.86% | -13.98% | +7.14% | -42.86% | -4.73% | 27:06 | 15:15 | 17:08 | 24:19 | 27:42 | 43:19 | 10:34 | 07:49 |
 | Shadow Blade | 8 | 7.84% | 36.2 | 37.50% | -19.95% | +62.50% | -37.50% | -8.16% | 28:31 | 12:24 | 22:34 | 24:12 | 34:49 | 43:12 | 12:15 | 09:04 |
 | Aghanim's Scepter | 4 | 3.92% | 34.0 | 50.00% | -6.12% | -50.00% | +50.00% | 0.00% | 28:48 | 26:05 | 26:05 | 27:51 | 28:44 | 32:31 | 02:39 | 01:57 |
 | Aeon Disk | 4 | 3.92% | 31.9 | 50.00% | -6.12% | +50.00% | -50.00% | 0.00% | 34:13 | 26:10 | 26:10 | 32:40 | 37:39 | 40:21 | 11:29 | 08:30 |
 | Hand of Midas | 1 | 0.98% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:42 | 18:42 | 18:42 | 18:42 | 18:42 | 18:42 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.98% | 27.7 | 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 |
 | Scythe of Vyse | 1 | 0.98% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:30 | 38:30 | 38:30 | 38:30 | 38:30 | 38:30 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.98% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:50 | 37:50 | 37:50 | 37:50 | 37:50 | 37:50 | 00:00 | 00:00 |
 | Dagon | 1 | 0.98% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:06 | 21:06 | 21:06 | 21:06 | 21:06 | 21:06 | 00:00 | 00:00 |
 | Crown | 2 | 1.96% | 19.1 | 50.00% | -6.00% | +50.00% | 0.00% | 0.00% | 25:31 | 17:18 | 17:18 | 33:43 | 33:43 | 33:43 | 16:25 | 12:09 |
 | Silver Edge | 3 | 2.94% | 17.0 | 33.33% | -23.24% | +66.67% | 0.00% | 0.00% | 26:08 | 15:43 | 15:43 | 29:09 | 33:32 | 33:32 | 17:49 | 13:11 |
 | Crystalys | 6 | 5.88% | 14.9 | 16.67% | -41.66% | +33.33% | -16.67% | 0.00% | 28:20 | 15:05 | 27:35 | 29:09 | 33:15 | 34:17 | 05:40 | 04:11 |
 | Solar Crest | 1 | 0.98% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:07 | 34:07 | 34:07 | 34:07 | 34:07 | 34:07 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.98% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:22 | 42:22 | 42:22 | 42:22 | 42:22 | 42:22 | 00:00 | 00:00 |
 | Daedalus | 1 | 0.98% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 00:00 | 00:00 |
 | Buckler | 2 | 1.96% | 6.4 | 0.00% | -57.00% | 0.00% | 0.00% | 0.00% | 42:28 | 38:11 | 38:11 | 46:45 | 46:45 | 46:45 | 08:34 | 06:20 |
 | Medallion of Courage | 2 | 1.96% | 4.3 | 0.00% | -57.00% | 0.00% | 0.00% | 0.00% | 27:18 | 20:52 | 20:52 | 33:43 | 33:43 | 33:43 | 12:51 | 09:31 |
 | Blight Stone | 2 | 1.96% | 2.1 | 0.00% | -57.00% | 0.00% | 0.00% | 0.00% | 27:03 | 20:23 | 20:23 | 33:43 | 33:43 | 33:43 | 13:20 | 09:52 |