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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 | 7 | 38.89% | 100.0 | 85.71% | +40.26% | -35.71% | +14.29% | 5.73% | 34:31 | 26:28 | 29:17 | 36:57 | 38:01 | 42:39 | 08:44 | 06:28 |
 | Sange | 9 | 50.00% | 97.3 | 77.78% | +33.34% | +22.22% | -27.78% | -19.23% | 24:58 | 19:48 | 22:04 | 23:51 | 24:40 | 35:23 | 02:36 | 01:55 |
 | Quelling Blade | 13 | 72.22% | 94.6 | 69.23% | +29.23% | -35.90% | +30.77% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Wind Lace | 13 | 72.22% | 91.9 | 69.23% | +29.23% | +30.77% | -35.90% | -18.43% | 10:18 | 03:40 | 06:21 | 08:21 | 09:58 | 25:31 | 03:37 | 02:40 |
 | Chainmail | 13 | 72.22% | 89.2 | 69.23% | +29.23% | +30.77% | -2.56% | -13.79% | 05:22 | 03:15 | 04:11 | 05:03 | 06:36 | 07:26 | 02:25 | 01:47 |
 | Phase Boots | 13 | 72.22% | 86.5 | 69.23% | +29.23% | -2.56% | -2.56% | 0.00% | 06:50 | 05:20 | 05:36 | 06:38 | 07:54 | 08:24 | 02:18 | 01:42 |
 | Kaya and Sange | 6 | 33.33% | 83.8 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 24:37 | 20:47 | 23:06 | 23:51 | 27:12 | 28:04 | 04:06 | 03:02 |
 | Kaya | 6 | 33.33% | 81.1 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 22:23 | 16:58 | 19:52 | 20:47 | 26:47 | 27:41 | 06:55 | 05:07 |
 | Aghanim's Scepter | 6 | 33.33% | 78.4 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 31:43 | 25:36 | 29:57 | 30:35 | 32:42 | 39:06 | 02:45 | 02:02 |
 | Black King Bar | 17 | 94.44% | 75.7 | 64.71% | +64.71% | +10.29% | -14.71% | -10.95% | 18:22 | 14:07 | 16:19 | 17:12 | 18:36 | 30:56 | 02:17 | 01:41 |
 | Boots of Speed | 18 | 100.00% | 73.0 | 61.11% | +61.11% | -1.11% | -11.11% | -4.20% | 03:48 | 01:20 | 02:23 | 03:03 | 04:46 | 09:09 | 02:23 | 01:45 |
 | Blink Dagger | 14 | 77.78% | 70.3 | 64.29% | +14.29% | +35.71% | -30.96% | -11.08% | 23:10 | 11:29 | 20:34 | 23:07 | 26:35 | 29:16 | 06:01 | 04:27 |
 | Soul Ring | 5 | 27.78% | 67.6 | 80.00% | +26.15% | -80.00% | +20.00% | 0.00% | 08:44 | 07:48 | 07:48 | 08:29 | 09:26 | 09:59 | 01:38 | 01:12 |
 | Ring of Protection | 5 | 27.78% | 64.9 | 80.00% | +26.15% | +20.00% | +20.00% | 0.00% | 07:09 | 05:17 | 05:17 | 07:30 | 08:13 | 08:28 | 02:56 | 02:10 |
 | Magic Stick | 12 | 66.67% | 62.2 | 58.33% | -8.34% | -25.00% | +8.34% | 5.47% | 04:29 | -01:29 | -01:29 | 03:32 | 07:35 | 16:15 | 09:04 | 06:42 |
 | Bracer | 8 | 44.44% | 59.5 | 62.50% | +2.50% | +37.50% | -12.50% | -15.87% | 06:55 | 01:41 | 01:48 | 02:01 | 04:57 | 21:59 | 03:09 | 02:20 |
 | Bottle | 6 | 33.33% | 56.8 | 66.67% | +8.34% | -16.67% | -66.67% | -50.00% | 01:37 | 01:24 | 01:27 | 01:32 | 01:45 | 01:50 | 00:18 | 00:13 |
 | Ring of Health | 4 | 22.22% | 54.1 | 75.00% | +17.86% | +25.00% | +25.00% | 0.00% | 26:38 | 04:47 | 04:47 | 26:28 | 36:57 | 38:21 | 32:10 | 23:49 |
 | Refresher Orb | 2 | 11.11% | 51.4 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 37:58 | 37:32 | 37:32 | 38:23 | 38:23 | 38:23 | 00:51 | 00:37 |
 | Heaven's Halberd | 2 | 11.11% | 48.6 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 29:03 | 25:40 | 25:40 | 32:25 | 32:25 | 32:25 | 06:45 | 05:00 |
 | Scythe of Vyse | 2 | 11.11% | 45.9 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 40:20 | 38:01 | 38:01 | 42:39 | 42:39 | 42:39 | 04:38 | 03:25 |
 | Magic Wand | 9 | 50.00% | 43.2 | 44.44% | -33.34% | +5.56% | -44.44% | -5.08% | 10:39 | 02:58 | 05:20 | 09:05 | 15:10 | 17:37 | 09:50 | 07:17 |
 | Shiva's Guard | 1 | 5.56% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:20 | 26:20 | 26:20 | 26:20 | 26:20 | 26:20 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 5.56% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:57 | 08:57 | 08:57 | 08:57 | 08:57 | 08:57 | 00:00 | 00:00 |
 | Vanguard | 1 | 5.56% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:46 | 07:46 | 07:46 | 07:46 | 07:46 | 07:46 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 5.56% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:51 | 08:51 | 08:51 | 08:51 | 08:51 | 08:51 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 5.56% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:45 | 49:45 | 49:45 | 49:45 | 49:45 | 49:45 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 5.56% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:55 | 59:55 | 59:55 | 59:55 | 59:55 | 59:55 | 00:00 | 00:00 |
 | Aether Lens | 1 | 5.56% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:17 | 29:17 | 29:17 | 29:17 | 29:17 | 29:17 | 00:00 | 00:00 |
 | Octarine Core | 1 | 5.56% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 5.56% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:47 | 12:47 | 12:47 | 12:47 | 12:47 | 12:47 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 5.56% | 16.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:56 | 29:56 | 29:56 | 29:56 | 29:56 | 29:56 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 5.56% | 13.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:35 | 53:35 | 53:35 | 53:35 | 53:35 | 53:35 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 5.56% | 10.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:21 | 12:21 | 12:21 | 12:21 | 12:21 | 12:21 | 00:00 | 00:00 |
 | Arcane Boots | 5 | 27.78% | 8.1 | 40.00% | -29.23% | -40.00% | +60.00% | 0.00% | 09:48 | 06:11 | 06:11 | 08:15 | 12:04 | 14:38 | 05:53 | 04:21 |
 | Aghanim's Shard | 2 | 11.11% | 5.4 | 50.00% | -12.50% | -50.00% | 0.00% | 0.00% | 20:50 | 19:05 | 19:05 | 22:34 | 22:34 | 22:34 | 03:29 | 02:34 |
 | Linken's Sphere | 1 | 5.56% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:28 | 26:28 | 26:28 | 26:28 | 26:28 | 26:28 | 00:00 | 00:00 |