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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 | |
 | Manta Style | 8 | 18.18% | 100.0 | 87.50% | +48.61% | +12.50% | +12.50% | 0.00% | 20:56 | 14:15 | 16:10 | 17:31 | 23:40 | 34:30 | 07:30 | 05:33 |
 | Void Stone | 7 | 15.91% | 97.9 | 85.71% | +45.17% | +14.29% | +14.29% | 0.00% | 32:57 | 26:24 | 27:44 | 30:48 | 37:34 | 40:19 | 09:50 | 07:17 |
 | Yasha | 9 | 20.45% | 95.8 | 77.78% | +37.78% | +22.22% | -27.78% | -7.71% | 15:46 | 10:42 | 10:45 | 13:52 | 17:14 | 27:32 | 06:29 | 04:48 |
 | Black King Bar | 24 | 54.55% | 93.8 | 62.50% | +32.50% | +4.17% | +4.17% | 0.00% | 27:50 | 20:00 | 24:16 | 26:22 | 30:26 | 41:14 | 06:10 | 04:34 |
 | Aghanim's Shard | 15 | 34.09% | 91.7 | 66.67% | +28.74% | +33.33% | -16.67% | -4.07% | 28:02 | 20:01 | 20:21 | 30:03 | 32:38 | 40:08 | 12:17 | 09:05 |
 | Lotus Orb | 6 | 13.64% | 89.6 | 83.33% | +41.22% | +16.67% | +16.67% | 0.00% | 32:33 | 26:25 | 27:55 | 28:59 | 39:37 | 40:20 | 11:42 | 08:40 |
 | Magic Stick | 33 | 75.00% | 87.5 | 51.52% | +15.16% | -14.02% | -26.52% | -1.38% | 07:54 | -01:29 | 01:38 | 07:39 | 10:42 | 28:25 | 09:04 | 06:42 |
 | Vanguard | 38 | 86.36% | 85.4 | 50.00% | +16.67% | 0.00% | -16.67% | -11.77% | 06:22 | 04:13 | 05:24 | 06:05 | 06:49 | 09:47 | 01:25 | 01:02 |
 | Magic Wand | 24 | 54.55% | 83.3 | 54.17% | +14.17% | -4.17% | -4.17% | 0.00% | 13:17 | 04:05 | 09:48 | 12:23 | 15:27 | 28:25 | 05:39 | 04:11 |
 | Blink Dagger | 44 | 100.00% | 81.3 | 47.73% | +47.73% | +15.91% | +6.82% | -2.48% | 13:59 | 09:08 | 11:32 | 13:08 | 15:12 | 22:45 | 03:40 | 02:42 |
 | Boots of Speed | 44 | 100.00% | 79.2 | 47.73% | +47.73% | -11.37% | -2.28% | 4.66% | 06:30 | 02:02 | 05:36 | 06:37 | 07:33 | 10:39 | 01:57 | 01:26 |
 | Ring of Health | 42 | 95.45% | 77.1 | 47.62% | -2.38% | +25.11% | +2.38% | -16.84% | 03:38 | 01:31 | 02:37 | 03:21 | 03:58 | 09:16 | 01:21 | 01:00 |
 | Quelling Blade | 33 | 75.00% | 75.0 | 48.48% | +3.03% | +14.02% | -10.98% | 0.00% | -01:22 | -01:29 | -01:29 | -01:29 | -01:29 | 00:32 | 00:00 | 00:00 |
 | Ring of Protection | 20 | 45.45% | 72.9 | 50.00% | +4.17% | -30.00% | +30.00% | 0.00% | 02:29 | -01:29 | -01:29 | -01:29 | -01:29 | 43:23 | 00:00 | 00:00 |
 | Chainmail | 27 | 61.36% | 70.8 | 44.44% | -8.50% | +26.99% | -15.87% | -5.25% | 15:36 | 06:50 | 10:01 | 16:01 | 18:11 | 33:55 | 08:10 | 06:02 |
 | Bracer | 14 | 31.82% | 68.8 | 50.00% | +3.33% | +25.00% | -16.67% | -41.67% | -00:14 | -01:29 | -01:29 | -01:29 | 02:08 | 03:49 | 03:37 | 02:40 |
 | Wind Lace | 9 | 20.45% | 66.7 | 55.56% | +9.85% | +44.44% | +44.44% | 0.00% | 10:05 | 03:37 | 05:38 | 09:18 | 12:48 | 17:50 | 07:10 | 05:18 |
 | Phase Boots | 19 | 43.18% | 64.6 | 42.11% | -9.89% | +37.89% | -2.11% | -3.81% | 17:23 | 07:53 | 09:21 | 14:52 | 19:51 | 37:39 | 10:30 | 07:46 |
 | Overwhelming Blink | 2 | 4.55% | 62.5 | 100.00% | +54.76% | 0.00% | 0.00% | 0.00% | 49:49 | 47:58 | 47:58 | 51:39 | 51:39 | 51:39 | 03:41 | 02:43 |
 | Fluffy Hat | 2 | 4.55% | 60.4 | 100.00% | +54.76% | 0.00% | 0.00% | 0.00% | 22:41 | 20:17 | 20:17 | 25:04 | 25:04 | 25:04 | 04:47 | 03:32 |
 | Force Staff | 2 | 4.55% | 58.3 | 100.00% | +54.76% | 0.00% | 0.00% | 0.00% | 22:45 | 20:17 | 20:17 | 25:12 | 25:12 | 25:12 | 04:55 | 03:38 |
 | Nullifier | 2 | 4.55% | 56.3 | 100.00% | +54.76% | 0.00% | 0.00% | 0.00% | 55:49 | 49:59 | 49:59 | 1:01:38 | 1:01:38 | 1:01:38 | 11:39 | 08:37 |
 | Assault Cuirass | 2 | 4.55% | 54.2 | 100.00% | +54.76% | 0.00% | 0.00% | 0.00% | 38:40 | 33:18 | 33:18 | 44:02 | 44:02 | 44:02 | 10:44 | 07:57 |
 | Buckler | 2 | 4.55% | 52.1 | 100.00% | +54.76% | 0.00% | 0.00% | 0.00% | 38:06 | 32:48 | 32:48 | 43:23 | 43:23 | 43:23 | 10:35 | 07:50 |
 | Shadow Blade | 7 | 15.91% | 50.0 | 57.14% | +11.19% | -7.14% | -57.14% | -14.08% | 32:59 | 27:16 | 30:00 | 32:57 | 33:33 | 40:41 | 03:33 | 02:37 |
 | Blade Mail | 15 | 34.09% | 47.9 | 33.33% | -21.84% | +16.67% | -33.33% | -12.93% | 20:22 | 15:13 | 17:06 | 18:31 | 20:58 | 28:23 | 03:52 | 02:51 |
 | Helm of Iron Will | 3 | 6.82% | 45.8 | 66.67% | +20.33% | -66.67% | 0.00% | 2.51% | 48:16 | 34:51 | 34:51 | 48:34 | 1:01:23 | 1:01:23 | 26:32 | 19:39 |
 | Arcane Boots | 1 | 2.27% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:18 | 29:18 | 29:18 | 29:18 | 29:18 | 29:18 | 00:00 | 00:00 |
 | Aether Lens | 1 | 2.27% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 2.27% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:01 | 02:01 | 02:01 | 02:01 | 02:01 | 02:01 | 00:00 | 00:00 |
 | Crown | 1 | 2.27% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:31 | 19:31 | 19:31 | 19:31 | 19:31 | 19:31 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.27% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 2.27% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:04 | 21:04 | 21:04 | 21:04 | 21:04 | 21:04 | 00:00 | 00:00 |
 | Moon Shard | 1 | 2.27% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:03 | 1:06:03 | 1:06:03 | 1:06:03 | 1:06:03 | 1:06:03 | 00:00 | 00:00 |
 | Blight Stone | 1 | 2.27% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:11 | 16:11 | 16:11 | 16:11 | 16:11 | 16:11 | 00:00 | 00:00 |
 | Octarine Core | 1 | 2.27% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 00:00 | 00:00 |
 | Solar Crest | 1 | 2.27% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 2.27% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:34 | 34:34 | 34:34 | 34:34 | 34:34 | 34:34 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 2.27% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:10 | 22:10 | 22:10 | 22:10 | 22:10 | 22:10 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.27% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:11 | 16:11 | 16:11 | 16:11 | 16:11 | 16:11 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 2.27% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:22 | 35:22 | 35:22 | 35:22 | 35:22 | 35:22 | 00:00 | 00:00 |
 | Sange | 1 | 2.27% | 14.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:30 | 18:30 | 18:30 | 18:30 | 18:30 | 18:30 | 00:00 | 00:00 |
 | Power Treads | 2 | 4.55% | 12.5 | 50.00% | +2.38% | -50.00% | 0.00% | 0.00% | 17:56 | 12:28 | 12:28 | 23:24 | 23:24 | 23:24 | 10:56 | 08:05 |
 | Hood of Defiance | 8 | 18.18% | 10.4 | 12.50% | -43.06% | +37.50% | -12.50% | -5.01% | 13:08 | 05:00 | 06:54 | 09:50 | 16:53 | 25:48 | 09:59 | 07:23 |
 | Crimson Guard | 1 | 2.27% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:55 | 34:55 | 34:55 | 34:55 | 34:55 | 34:55 | 00:00 | 00:00 |
 | Headdress | 4 | 9.09% | 6.3 | 0.00% | -52.50% | 0.00% | 0.00% | 0.00% | 21:38 | 18:53 | 18:53 | 21:54 | 22:44 | 23:01 | 03:51 | 02:51 |
 | Bottle | 1 | 2.27% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:49 | 01:49 | 01:49 | 01:49 | 01:49 | 01:49 | 00:00 | 00:00 |
 | Pipe of Insight | 4 | 9.09% | 2.1 | 0.00% | -52.50% | 0.00% | 0.00% | 0.00% | 23:24 | 21:37 | 21:37 | 22:08 | 23:11 | 26:39 | 01:34 | 01:09 |