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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 | |
 | Sange | 15 | 42.86% | 100.0 | 53.33% | +33.33% | -3.33% | -3.33% | 0.00% | 26:37 | 17:58 | 21:48 | 27:30 | 30:23 | 38:27 | 08:35 | 06:21 |
 | Heaven's Halberd | 14 | 40.00% | 97.8 | 50.00% | +26.19% | +25.00% | -50.00% | -7.02% | 28:55 | 20:21 | 22:29 | 29:00 | 33:10 | 38:23 | 10:41 | 07:54 |
 | Black King Bar | 28 | 80.00% | 95.6 | 39.29% | +25.00% | +3.57% | +17.85% | 2.87% | 26:37 | 19:53 | 23:37 | 25:51 | 28:36 | 36:20 | 04:59 | 03:41 |
 | Blade Mail | 34 | 97.14% | 93.3 | 35.29% | +35.29% | +9.15% | +2.21% | -1.65% | 13:27 | 07:53 | 11:17 | 12:13 | 15:29 | 22:36 | 04:12 | 03:06 |
 | Blink Dagger | 35 | 100.00% | 91.1 | 34.29% | +34.29% | +21.27% | -12.07% | -11.50% | 15:41 | 09:24 | 13:59 | 15:23 | 16:53 | 21:15 | 02:54 | 02:08 |
 | Chainmail | 35 | 100.00% | 88.9 | 34.29% | +34.29% | +32.38% | -0.96% | -10.36% | 06:10 | 01:43 | 03:58 | 05:52 | 07:11 | 11:19 | 03:13 | 02:22 |
 | Boots of Speed | 35 | 100.00% | 86.7 | 34.29% | +34.29% | +10.15% | -0.96% | -5.75% | 04:23 | 01:55 | 03:17 | 04:20 | 05:13 | 08:16 | 01:56 | 01:25 |
 | Phase Boots | 32 | 91.43% | 84.4 | 34.38% | +1.05% | +15.62% | -9.38% | -16.67% | 08:10 | 04:40 | 06:31 | 07:06 | 08:01 | 30:13 | 01:30 | 01:06 |
 | Magic Stick | 25 | 71.43% | 82.2 | 32.00% | -8.00% | +18.00% | -15.33% | -6.87% | 03:15 | -01:29 | -01:29 | 02:06 | 06:20 | 12:28 | 07:49 | 05:47 |
 | Magic Wand | 25 | 71.43% | 80.0 | 32.00% | -8.00% | +18.00% | +1.33% | -2.55% | 05:57 | -01:29 | 02:39 | 05:59 | 09:12 | 12:48 | 06:33 | 04:51 |
 | Bottle | 6 | 17.14% | 77.8 | 50.00% | +18.97% | 0.00% | +50.00% | 50.00% | 01:31 | 00:53 | 01:13 | 01:28 | 01:50 | 01:56 | 00:37 | 00:27 |
 | Quelling Blade | 19 | 54.29% | 75.6 | 31.58% | -5.92% | -11.58% | -11.58% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Javelin | 3 | 8.57% | 73.3 | 66.67% | +35.42% | -66.67% | 0.00% | 15.39% | 31:56 | 30:00 | 30:00 | 31:29 | 34:20 | 34:20 | 04:20 | 03:12 |
 | Shadow Blade | 4 | 11.43% | 71.1 | 50.00% | +17.74% | +50.00% | -50.00% | -13.92% | 35:32 | 28:20 | 28:20 | 28:54 | 35:31 | 49:23 | 07:11 | 05:19 |
 | Wind Lace | 4 | 11.43% | 68.9 | 50.00% | +17.74% | +50.00% | -50.00% | -29.85% | 08:59 | 07:00 | 07:00 | 07:19 | 10:21 | 11:15 | 03:21 | 02:28 |
 | Bracer | 22 | 62.86% | 66.7 | 22.73% | -31.12% | -22.73% | +17.27% | 25.26% | 02:29 | 01:16 | 01:32 | 02:03 | 03:07 | 07:22 | 01:35 | 01:10 |
 | Octarine Core | 1 | 2.86% | 64.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:15 | 27:15 | 27:15 | 27:15 | 27:15 | 27:15 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.86% | 62.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:55 | 1:02:55 | 1:02:55 | 1:02:55 | 1:02:55 | 1:02:55 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 2.86% | 60.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:35 | 46:35 | 46:35 | 46:35 | 46:35 | 46:35 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 2.86% | 57.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.86% | 55.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:49 | 40:49 | 40:49 | 40:49 | 40:49 | 40:49 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 2.86% | 53.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:02 | 47:02 | 47:02 | 47:02 | 47:02 | 47:02 | 00:00 | 00:00 |
 | Cornucopia | 1 | 2.86% | 51.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:49 | 40:49 | 40:49 | 40:49 | 40:49 | 40:49 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 2.86% | 48.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:28 | 1:02:28 | 1:02:28 | 1:02:28 | 1:02:28 | 1:02:28 | 00:00 | 00:00 |
 | Assault Cuirass | 5 | 14.29% | 46.7 | 40.00% | +6.67% | -40.00% | +60.00% | 21.74% | 35:52 | 32:43 | 32:43 | 36:59 | 37:19 | 38:39 | 04:36 | 03:24 |
 | Ring of Protection | 6 | 17.14% | 44.4 | 33.33% | -1.15% | +16.67% | +66.67% | 2.07% | 26:04 | 09:12 | 11:33 | 28:08 | 35:41 | 38:29 | 24:08 | 17:52 |
 | Void Stone | 2 | 5.71% | 42.2 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 34:51 | 27:14 | 27:14 | 42:27 | 42:27 | 42:27 | 15:13 | 11:16 |
 | Aghanim's Shard | 2 | 5.71% | 40.0 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 26:31 | 22:16 | 22:16 | 30:45 | 30:45 | 30:45 | 08:29 | 06:17 |
 | Mjollnir | 2 | 5.71% | 37.8 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 37:52 | 34:55 | 34:55 | 40:49 | 40:49 | 40:49 | 05:54 | 04:22 |
 | Maelstrom | 2 | 5.71% | 35.6 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 32:10 | 30:00 | 30:00 | 34:20 | 34:20 | 34:20 | 04:20 | 03:12 |
 | Soul Ring | 2 | 5.71% | 33.3 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 10:55 | 09:42 | 09:42 | 12:08 | 12:08 | 12:08 | 02:26 | 01:48 |
 | Buckler | 4 | 11.43% | 31.1 | 25.00% | -10.48% | -25.00% | +75.00% | 13.22% | 33:58 | 28:08 | 28:08 | 33:21 | 35:42 | 38:39 | 07:34 | 05:36 |
 | Scythe of Vyse | 1 | 2.86% | 28.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:27 | 42:27 | 42:27 | 42:27 | 42:27 | 42:27 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 2.86% | 26.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:15 | 49:15 | 49:15 | 49:15 | 49:15 | 49:15 | 00:00 | 00:00 |
 | Crown | 1 | 2.86% | 24.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:44 | 33:44 | 33:44 | 33:44 | 33:44 | 33:44 | 00:00 | 00:00 |
 | Ring of Health | 2 | 5.71% | 22.2 | 0.00% | -36.36% | 0.00% | 0.00% | 0.00% | 03:58 | 02:57 | 02:57 | 04:59 | 04:59 | 04:59 | 02:02 | 01:30 |
 | Blight Stone | 1 | 2.86% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:58 | 31:58 | 31:58 | 31:58 | 31:58 | 31:58 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 2.86% | 17.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:38 | 27:38 | 27:38 | 27:38 | 27:38 | 27:38 | 00:00 | 00:00 |
 | Solar Crest | 1 | 2.86% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:56 | 33:56 | 33:56 | 33:56 | 33:56 | 33:56 | 00:00 | 00:00 |
 | Headdress | 1 | 2.86% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:44 | 29:44 | 29:44 | 29:44 | 29:44 | 29:44 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.86% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:58 | 31:58 | 31:58 | 31:58 | 31:58 | 31:58 | 00:00 | 00:00 |
 | Vanguard | 1 | 2.86% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:10 | 05:10 | 05:10 | 05:10 | 05:10 | 05:10 | 00:00 | 00:00 |
 | Wraith Band | 1 | 2.86% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:43 | 03:43 | 03:43 | 03:43 | 03:43 | 03:43 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 2.86% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:21 | 32:21 | 32:21 | 32:21 | 32:21 | 32:21 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 2.86% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:33 | 04:33 | 04:33 | 04:33 | 04:33 | 04:33 | 00:00 | 00:00 |