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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 | |
 | Magic Stick | 15 | 62.50% | 100.0 | 66.67% | +22.23% | +8.33% | +8.33% | 0.00% | 04:01 | -01:29 | -01:29 | 01:31 | 06:53 | 13:55 | 08:22 | 06:11 |
 | Blade Mail | 23 | 95.83% | 97.1 | 60.87% | +60.87% | +22.46% | -27.54% | -12.93% | 15:45 | 08:46 | 13:32 | 14:33 | 17:24 | 30:39 | 03:52 | 02:51 |
 | Magic Wand | 17 | 70.83% | 94.3 | 64.71% | +21.85% | +10.29% | -14.71% | -2.25% | 07:35 | -01:29 | -01:29 | 08:24 | 12:37 | 18:35 | 14:06 | 10:26 |
 | Blink Dagger | 24 | 100.00% | 91.4 | 58.33% | +58.33% | +41.67% | +8.34% | -16.00% | 11:56 | 09:22 | 10:13 | 11:13 | 12:18 | 24:14 | 02:05 | 01:32 |
 | Chainmail | 24 | 100.00% | 88.6 | 58.33% | +58.33% | +8.34% | -25.00% | -8.81% | 12:28 | 06:17 | 09:37 | 11:56 | 13:24 | 29:58 | 03:47 | 02:48 |
 | Ring of Health | 24 | 100.00% | 85.7 | 58.33% | +58.33% | +8.34% | -41.66% | -44.78% | 02:44 | 00:27 | 01:57 | 02:48 | 03:04 | 05:45 | 01:07 | 00:49 |
 | Vanguard | 24 | 100.00% | 82.9 | 58.33% | +58.33% | -8.33% | -8.33% | 0.00% | 05:50 | 03:33 | 04:54 | 05:38 | 06:01 | 09:34 | 01:07 | 00:49 |
 | Boots of Speed | 24 | 100.00% | 80.0 | 58.33% | +58.33% | -8.33% | -25.00% | -11.37% | 07:02 | 02:55 | 05:41 | 06:36 | 07:09 | 14:44 | 01:28 | 01:05 |
 | Octarine Core | 8 | 33.33% | 77.1 | 75.00% | +25.00% | -25.00% | -25.00% | 0.00% | 29:51 | 18:15 | 24:37 | 32:04 | 32:59 | 33:46 | 08:22 | 06:11 |
 | Black King Bar | 18 | 75.00% | 74.3 | 61.11% | +11.11% | +38.89% | +13.89% | -5.56% | 25:23 | 19:09 | 22:47 | 25:10 | 27:17 | 33:14 | 04:30 | 03:20 |
 | Yasha | 3 | 12.50% | 71.4 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 18:12 | 16:39 | 16:39 | 17:15 | 20:42 | 20:42 | 04:03 | 03:00 |
 | Manta Style | 3 | 12.50% | 68.6 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 22:10 | 19:19 | 19:19 | 20:38 | 26:32 | 26:32 | 07:13 | 05:20 |
 | Cornucopia | 3 | 12.50% | 65.7 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 39:05 | 36:38 | 36:38 | 37:31 | 43:06 | 43:06 | 06:28 | 04:47 |
 | Void Stone | 10 | 41.67% | 62.9 | 60.00% | +2.86% | +6.67% | -60.00% | -12.70% | 31:18 | 17:20 | 28:09 | 31:51 | 33:24 | 48:53 | 05:15 | 03:53 |
 | Quelling Blade | 18 | 75.00% | 60.0 | 50.00% | -33.33% | -10.00% | +25.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:25 | 00:00 | 00:00 |
 | Boots of Travel | 8 | 33.33% | 57.1 | 62.50% | +6.25% | +37.50% | -62.50% | -8.67% | 37:35 | 28:25 | 30:32 | 34:57 | 42:04 | 45:25 | 11:32 | 08:32 |
 | Aghanim's Shard | 6 | 25.00% | 54.3 | 66.67% | +11.11% | +33.33% | -66.67% | -14.35% | 27:23 | 23:24 | 24:55 | 25:16 | 31:53 | 33:03 | 06:58 | 05:09 |
 | Refresher Orb | 2 | 8.33% | 51.4 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 43:55 | 37:45 | 37:45 | 50:04 | 50:04 | 50:04 | 12:19 | 09:07 |
 | Linken's Sphere | 2 | 8.33% | 48.6 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 39:53 | 36:40 | 36:40 | 43:06 | 43:06 | 43:06 | 06:26 | 04:45 |
 | Wind Lace | 2 | 8.33% | 45.7 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 07:45 | 06:57 | 06:57 | 08:32 | 08:32 | 08:32 | 01:35 | 01:10 |
 | Phase Boots | 8 | 33.33% | 42.9 | 50.00% | -12.50% | 0.00% | 0.00% | 0.00% | 14:20 | 08:38 | 12:35 | 14:37 | 15:22 | 18:39 | 02:47 | 02:03 |
 | Overwhelming Blink | 1 | 4.17% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:14 | 39:14 | 39:14 | 39:14 | 39:14 | 39:14 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 4.17% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:39 | 41:39 | 41:39 | 41:39 | 41:39 | 41:39 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 4.17% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:25 | 28:25 | 28:25 | 28:25 | 28:25 | 28:25 | 00:00 | 00:00 |
 | Kaya | 1 | 4.17% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:54 | 24:54 | 24:54 | 24:54 | 24:54 | 24:54 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 4.17% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:07 | 28:07 | 28:07 | 28:07 | 28:07 | 28:07 | 00:00 | 00:00 |
 | Arcane Boots | 5 | 20.83% | 25.7 | 40.00% | -23.16% | -40.00% | -40.00% | 0.00% | 27:22 | 15:57 | 15:57 | 29:12 | 32:34 | 33:42 | 16:37 | 12:18 |
 | Ring of Protection | 5 | 20.83% | 22.9 | 40.00% | -23.16% | -40.00% | -40.00% | 0.00% | 02:20 | -01:29 | -01:29 | -01:23 | 00:07 | 15:52 | 01:36 | 01:11 |
 | Heaven's Halberd | 3 | 12.50% | 20.0 | 33.33% | -28.57% | -33.33% | 0.00% | 0.00% | 35:18 | 26:15 | 26:15 | 38:01 | 41:39 | 41:39 | 15:24 | 11:24 |
 | Sange | 3 | 12.50% | 17.1 | 33.33% | -28.57% | -33.33% | 0.00% | 0.00% | 34:19 | 25:15 | 25:15 | 36:31 | 41:11 | 41:11 | 15:56 | 11:48 |
 | Lotus Orb | 2 | 8.33% | 14.3 | 0.00% | -63.64% | 0.00% | 0.00% | 0.00% | 41:32 | 33:58 | 33:58 | 49:06 | 49:06 | 49:06 | 15:08 | 11:12 |
 | Nullifier | 1 | 4.17% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:51 | 38:51 | 38:51 | 38:51 | 38:51 | 38:51 | 00:00 | 00:00 |
 | Soul Ring | 1 | 4.17% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:27 | 16:27 | 16:27 | 16:27 | 16:27 | 16:27 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 4.17% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 4.17% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:30 | 40:30 | 40:30 | 40:30 | 40:30 | 40:30 | 00:00 | 00:00 |