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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 | |
 | Refresher Orb | 7 | 14.00% | 100.0 | 100.00% | +60.47% | 0.00% | 0.00% | 0.00% | 38:22 | 31:51 | 32:35 | 37:52 | 37:55 | 47:41 | 05:20 | 03:57 |
 | Void Stone | 15 | 30.00% | 97.2 | 73.33% | +36.19% | +1.67% | +1.67% | 0.00% | 35:21 | 28:20 | 31:18 | 33:03 | 37:24 | 45:52 | 06:06 | 04:31 |
 | Black King Bar | 33 | 66.00% | 94.4 | 63.64% | +45.99% | +23.86% | -26.14% | -7.43% | 26:32 | 18:47 | 23:13 | 25:54 | 29:57 | 38:07 | 06:44 | 04:59 |
 | Magic Wand | 31 | 62.00% | 91.7 | 54.84% | +18.00% | +20.16% | +20.16% | 0.00% | 11:02 | 05:17 | 08:11 | 09:27 | 13:59 | 19:43 | 05:48 | 04:17 |
 | Vanguard | 45 | 90.00% | 88.9 | 51.11% | +31.11% | +3.44% | -14.75% | -16.05% | 06:27 | 04:18 | 05:40 | 06:08 | 06:48 | 11:51 | 01:08 | 00:50 |
 | Aghanim's Shard | 14 | 28.00% | 86.1 | 64.29% | +22.62% | +10.71% | -64.29% | -12.30% | 32:17 | 16:30 | 27:11 | 30:59 | 33:17 | 53:27 | 06:06 | 04:31 |
 | Blink Dagger | 49 | 98.00% | 83.3 | 48.98% | +48.98% | +26.02% | -15.65% | -15.43% | 12:46 | 09:46 | 11:13 | 12:33 | 13:55 | 17:18 | 02:42 | 02:00 |
 | Ring of Health | 49 | 98.00% | 80.6 | 48.98% | +48.98% | +1.02% | +1.02% | 0.00% | 04:01 | 01:59 | 02:54 | 03:12 | 03:39 | 32:58 | 00:45 | 00:33 |
 | Boots of Speed | 50 | 100.00% | 77.8 | 48.00% | +48.00% | -1.85% | -6.33% | -2.80% | 06:33 | 01:56 | 05:49 | 06:55 | 07:25 | 09:55 | 01:36 | 01:11 |
 | Quelling Blade | 48 | 96.00% | 75.0 | 47.92% | -2.08% | +10.41% | +2.08% | 0.00% | -01:15 | -01:30 | -01:29 | -01:29 | -01:29 | 09:24 | 00:00 | 00:00 |
 | Magic Stick | 44 | 88.00% | 72.2 | 47.73% | -2.27% | -2.28% | -2.28% | 0.00% | 05:11 | -01:29 | -01:29 | 05:11 | 09:12 | 19:43 | 10:41 | 07:54 |
 | Chainmail | 41 | 82.00% | 69.4 | 46.34% | -9.22% | -26.34% | -6.34% | 2.60% | 15:11 | -01:25 | 09:32 | 13:56 | 17:13 | 46:21 | 07:41 | 05:41 |
 | Blade Mail | 35 | 70.00% | 66.7 | 45.71% | -7.62% | +43.18% | -12.38% | -14.13% | 20:42 | 12:53 | 16:27 | 18:13 | 20:23 | 46:21 | 03:56 | 02:54 |
 | Ring of Protection | 36 | 72.00% | 63.9 | 44.44% | -12.70% | +11.12% | -11.11% | 0.00% | -00:19 | -01:30 | -01:29 | -01:29 | -01:29 | 15:17 | 00:00 | 00:00 |
 | Hood of Defiance | 2 | 4.00% | 61.1 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 14:53 | 07:26 | 07:26 | 22:20 | 22:20 | 22:20 | 14:54 | 11:02 |
 | Headdress | 2 | 4.00% | 58.3 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 24:09 | 23:12 | 23:12 | 25:06 | 25:06 | 25:06 | 01:54 | 01:24 |
 | Pipe of Insight | 2 | 4.00% | 55.6 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 24:43 | 23:48 | 23:48 | 25:38 | 25:38 | 25:38 | 01:50 | 01:21 |
 | Arcane Boots | 2 | 4.00% | 52.8 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 35:09 | 31:31 | 31:31 | 38:46 | 38:46 | 38:46 | 07:15 | 05:22 |
 | Urn of Shadows | 3 | 6.00% | 50.0 | 66.67% | +19.86% | +33.33% | 0.00% | 0.00% | 08:24 | 04:36 | 04:36 | 09:00 | 11:36 | 11:36 | 07:00 | 05:11 |
 | Kaya and Sange | 3 | 6.00% | 47.2 | 66.67% | +19.86% | +33.33% | 0.00% | 0.00% | 34:00 | 22:04 | 22:04 | 36:22 | 43:34 | 43:34 | 21:30 | 15:55 |
 | Kaya | 3 | 6.00% | 44.4 | 66.67% | +19.86% | +33.33% | 0.00% | 0.00% | 30:13 | 19:22 | 19:22 | 34:56 | 36:22 | 36:22 | 17:00 | 12:35 |
 | Sange | 3 | 6.00% | 41.7 | 66.67% | +19.86% | +33.33% | 0.00% | 0.00% | 33:51 | 21:41 | 21:41 | 36:22 | 43:31 | 43:31 | 21:50 | 16:10 |
 | Force Staff | 8 | 16.00% | 38.9 | 37.50% | -12.50% | +12.50% | -37.50% | -11.86% | 31:28 | 25:26 | 27:41 | 30:58 | 31:54 | 38:43 | 04:13 | 03:07 |
 | Fluffy Hat | 8 | 16.00% | 36.1 | 37.50% | -12.50% | +12.50% | -37.50% | -11.81% | 31:26 | 25:20 | 27:40 | 30:58 | 31:54 | 38:36 | 04:14 | 03:08 |
 | Lotus Orb | 4 | 8.00% | 33.3 | 50.00% | +2.17% | -50.00% | -50.00% | 0.00% | 35:17 | 28:20 | 28:20 | 31:18 | 37:27 | 44:01 | 09:07 | 06:45 |
 | Phase Boots | 15 | 30.00% | 30.6 | 26.67% | -30.47% | -1.67% | +23.33% | 6.64% | 10:50 | 05:36 | 07:01 | 09:33 | 10:47 | 24:40 | 03:46 | 02:47 |
 | Tranquil Boots | 1 | 2.00% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:52 | 06:52 | 06:52 | 06:52 | 06:52 | 06:52 | 00:00 | 00:00 |
 | Aether Lens | 1 | 2.00% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:03 | 33:03 | 33:03 | 33:03 | 33:03 | 33:03 | 00:00 | 00:00 |
 | Octarine Core | 1 | 2.00% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:03 | 38:03 | 38:03 | 38:03 | 38:03 | 38:03 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 2.00% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 00:00 | 00:00 |
 | Wind Lace | 10 | 20.00% | 16.7 | 30.00% | -22.50% | +3.33% | +20.00% | 1.87% | 13:40 | 06:52 | 07:08 | 08:29 | 16:04 | 37:46 | 08:56 | 06:37 |
 | Soul Ring | 6 | 12.00% | 13.9 | 33.33% | -16.67% | +16.67% | -33.33% | 0.00% | 11:45 | 06:44 | 07:31 | 10:14 | 15:42 | 17:51 | 08:11 | 06:03 |
 | Aeon Disk | 1 | 2.00% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:15 | 47:15 | 47:15 | 47:15 | 47:15 | 47:15 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 2.00% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.00% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:09 | 27:09 | 27:09 | 27:09 | 27:09 | 27:09 | 00:00 | 00:00 |
 | Bracer | 1 | 2.00% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:08 | 19:08 | 19:08 | 19:08 | 19:08 | 19:08 | 00:00 | 00:00 |