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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 | |
 | Black King Bar | 4 | 26.67% | 100.0 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 33:22 | 26:11 | 26:11 | 30:44 | 33:57 | 42:36 | 07:46 | 05:45 |
 | Void Stone | 7 | 46.67% | 97.5 | 85.71% | +35.71% | -35.71% | +14.29% | 6.34% | 33:35 | 22:09 | 26:18 | 28:50 | 34:11 | 53:51 | 07:53 | 05:50 |
 | Aghanim's Shard | 11 | 73.33% | 95.0 | 72.73% | +22.73% | -6.06% | +27.27% | 4.52% | 22:06 | 15:03 | 15:52 | 20:31 | 23:14 | 34:13 | 07:22 | 05:27 |
 | Blink Dagger | 13 | 86.67% | 92.5 | 69.23% | +19.23% | -2.56% | -35.90% | -7.20% | 14:56 | 08:29 | 12:03 | 15:26 | 16:41 | 23:35 | 04:38 | 03:25 |
 | Boots of Speed | 15 | 100.00% | 90.0 | 66.67% | +66.67% | -16.67% | +8.33% | 6.15% | 03:33 | -01:29 | -01:28 | 05:06 | 05:32 | 07:53 | 07:00 | 05:11 |
 | Octarine Core | 3 | 20.00% | 87.5 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 42:14 | 31:12 | 31:12 | 41:39 | 53:51 | 53:51 | 22:39 | 16:46 |
 | Shadow Blade | 3 | 20.00% | 85.0 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 26:42 | 23:21 | 23:21 | 25:43 | 31:02 | 31:02 | 07:41 | 05:41 |
 | Cornucopia | 3 | 20.00% | 82.5 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 34:51 | 27:25 | 27:25 | 36:49 | 40:20 | 40:20 | 12:55 | 09:34 |
 | Arcane Boots | 10 | 66.67% | 80.0 | 70.00% | +10.00% | -3.33% | +30.00% | 1.98% | 16:27 | 08:47 | 09:26 | 09:59 | 26:18 | 34:09 | 16:52 | 12:29 |
 | Magic Stick | 14 | 93.33% | 77.5 | 64.29% | -35.71% | +35.71% | -64.29% | -29.85% | 02:52 | -01:29 | 01:09 | 02:29 | 04:30 | 09:50 | 03:21 | 02:28 |
 | Heart of Tarrasque | 2 | 13.33% | 75.0 | 100.00% | +38.46% | 0.00% | 0.00% | 0.00% | 35:15 | 24:13 | 24:13 | 46:17 | 46:17 | 46:17 | 22:04 | 16:20 |
 | Fluffy Hat | 2 | 13.33% | 72.5 | 100.00% | +38.46% | 0.00% | 0.00% | 0.00% | 16:14 | 15:11 | 15:11 | 17:16 | 17:16 | 17:16 | 02:05 | 01:32 |
 | Force Staff | 2 | 13.33% | 70.0 | 100.00% | +38.46% | 0.00% | 0.00% | 0.00% | 23:25 | 19:42 | 19:42 | 27:07 | 27:07 | 27:07 | 07:25 | 05:29 |
 | Quelling Blade | 7 | 46.67% | 67.5 | 57.14% | -17.86% | -7.14% | -7.14% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Magic Wand | 8 | 53.33% | 65.0 | 50.00% | -35.71% | 0.00% | +50.00% | 15.79% | 07:42 | 03:17 | 04:41 | 07:14 | 07:51 | 14:39 | 03:10 | 02:20 |
 | Bottle | 5 | 33.33% | 62.5 | 60.00% | -10.00% | +40.00% | +40.00% | 0.00% | 01:43 | 01:37 | 01:37 | 01:38 | 01:49 | 01:55 | 00:12 | 00:08 |
 | Aghanim's Scepter | 5 | 33.33% | 60.0 | 60.00% | -10.00% | +40.00% | +40.00% | 0.00% | 17:48 | 16:01 | 16:01 | 17:43 | 19:26 | 19:33 | 03:25 | 02:31 |
 | Power Treads | 3 | 20.00% | 57.5 | 66.67% | 0.00% | +33.33% | 0.00% | -31.74% | 07:39 | 07:02 | 07:02 | 07:51 | 08:05 | 08:05 | 01:03 | 00:46 |
 | Wind Lace | 3 | 20.00% | 55.0 | 66.67% | 0.00% | +33.33% | 0.00% | -4.48% | 04:59 | -00:56 | -00:56 | 07:30 | 08:22 | 08:22 | 09:18 | 06:53 |
 | Aether Lens | 3 | 20.00% | 52.5 | 66.67% | 0.00% | +33.33% | 0.00% | -2.39% | 28:24 | 22:17 | 22:17 | 26:43 | 36:13 | 36:13 | 13:56 | 10:19 |
 | Ring of Health | 3 | 20.00% | 50.0 | 66.67% | 0.00% | -66.67% | 0.00% | 2.31% | 11:54 | 02:01 | 02:01 | 02:48 | 30:52 | 30:52 | 28:51 | 21:22 |
 | Linken's Sphere | 1 | 6.67% | 47.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:53 | 36:53 | 36:53 | 36:53 | 36:53 | 36:53 | 00:00 | 00:00 |
 | Moon Shard | 1 | 6.67% | 45.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:20 | 59:20 | 59:20 | 59:20 | 59:20 | 59:20 | 00:00 | 00:00 |
 | Silver Edge | 1 | 6.67% | 42.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 6.67% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:50 | 45:50 | 45:50 | 45:50 | 45:50 | 45:50 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 6.67% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:51 | 53:51 | 53:51 | 53:51 | 53:51 | 53:51 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 6.67% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:24 | 30:24 | 30:24 | 30:24 | 30:24 | 30:24 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 6.67% | 32.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:15 | 19:15 | 19:15 | 19:15 | 19:15 | 19:15 | 00:00 | 00:00 |
 | Sange | 1 | 6.67% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:15 | 18:15 | 18:15 | 18:15 | 18:15 | 18:15 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 6.67% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:36 | 21:36 | 21:36 | 21:36 | 21:36 | 21:36 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 6.67% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:55 | 57:55 | 57:55 | 57:55 | 57:55 | 57:55 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 6.67% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:14 | 21:14 | 21:14 | 21:14 | 21:14 | 21:14 | 00:00 | 00:00 |
 | Crystalys | 1 | 6.67% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:54 | 18:54 | 18:54 | 18:54 | 18:54 | 18:54 | 00:00 | 00:00 |
 | Headdress | 1 | 6.67% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:22 | 18:22 | 18:22 | 18:22 | 18:22 | 18:22 | 00:00 | 00:00 |
 | Buckler | 1 | 6.67% | 15.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:26 | 19:26 | 19:26 | 19:26 | 19:26 | 19:26 | 00:00 | 00:00 |
 | Mekansm | 1 | 6.67% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:23 | 18:23 | 18:23 | 18:23 | 18:23 | 18:23 | 00:00 | 00:00 |
 | Vanguard | 2 | 13.33% | 10.0 | 50.00% | -19.23% | -50.00% | 0.00% | 0.00% | 05:40 | 05:17 | 05:17 | 06:02 | 06:02 | 06:02 | 00:45 | 00:33 |
 | Chainmail | 2 | 13.33% | 7.5 | 50.00% | -19.23% | -50.00% | 0.00% | 0.00% | 12:08 | 05:53 | 05:53 | 18:23 | 18:23 | 18:23 | 12:30 | 09:15 |
 | Bracer | 2 | 13.33% | 5.0 | 50.00% | -19.23% | -50.00% | 0.00% | 0.00% | 03:54 | 03:50 | 03:50 | 03:57 | 03:57 | 03:57 | 00:07 | 00:05 |
 | Phase Boots | 1 | 6.67% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:32 | 06:32 | 06:32 | 06:32 | 06:32 | 06:32 | 00:00 | 00:00 |