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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 | |
 | Aghanim's Scepter | 4 | 17.39% | 100.0 | 100.00% | +68.42% | 0.00% | 0.00% | 0.00% | 35:31 | 29:56 | 29:56 | 34:24 | 37:43 | 40:02 | 07:47 | 05:45 |
 | Magic Wand | 13 | 56.52% | 96.2 | 61.54% | +41.54% | +5.13% | -28.21% | -4.12% | 10:50 | 03:13 | 06:29 | 09:38 | 14:35 | 19:04 | 08:06 | 06:00 |
 | Aether Lens | 9 | 39.13% | 92.3 | 66.67% | +38.10% | +33.33% | -66.67% | -14.25% | 21:59 | 17:26 | 18:00 | 20:06 | 25:01 | 32:09 | 07:01 | 05:11 |
 | Void Stone | 9 | 39.13% | 88.5 | 66.67% | +38.10% | +33.33% | -66.67% | -25.32% | 18:43 | 13:57 | 14:22 | 17:10 | 18:19 | 31:54 | 03:57 | 02:55 |
 | Magic Stick | 14 | 60.87% | 84.6 | 57.14% | +34.92% | +17.86% | -23.81% | -41.67% | 01:10 | -01:29 | -01:29 | -01:29 | 02:09 | 09:57 | 03:38 | 02:41 |
 | Wind Lace | 6 | 26.09% | 80.8 | 66.67% | +31.38% | +33.33% | -66.67% | -6.70% | 12:12 | -01:29 | 04:54 | 09:01 | 19:49 | 31:34 | 14:55 | 11:02 |
 | Boots of Speed | 21 | 91.30% | 76.9 | 42.86% | -7.14% | +37.14% | -2.86% | -8.96% | 08:22 | 03:22 | 05:16 | 07:49 | 09:44 | 17:03 | 04:28 | 03:18 |
 | Tranquil Boots | 4 | 17.39% | 73.1 | 75.00% | +38.16% | +25.00% | +25.00% | 0.00% | 12:52 | 06:04 | 06:04 | 09:45 | 15:03 | 20:35 | 08:59 | 06:39 |
 | Glimmer Cape | 4 | 17.39% | 69.2 | 75.00% | +38.16% | +25.00% | +25.00% | 0.00% | 35:18 | 30:10 | 30:10 | 33:44 | 34:59 | 42:17 | 04:49 | 03:34 |
 | Arcane Boots | 9 | 39.13% | 65.4 | 55.56% | +19.85% | -5.56% | -55.56% | -11.72% | 14:57 | 09:06 | 11:58 | 12:50 | 16:14 | 22:21 | 04:16 | 03:09 |
 | Wraith Band | 2 | 8.70% | 61.5 | 100.00% | +61.90% | 0.00% | 0.00% | 0.00% | 25:28 | 24:23 | 24:23 | 26:32 | 26:32 | 26:32 | 02:09 | 01:35 |
 | Force Staff | 5 | 21.74% | 57.7 | 60.00% | +21.11% | +40.00% | +40.00% | 0.00% | 32:20 | 20:11 | 20:11 | 31:41 | 37:13 | 47:04 | 17:02 | 12:37 |
 | Fluffy Hat | 5 | 21.74% | 53.8 | 60.00% | +21.11% | +40.00% | +40.00% | 0.00% | 26:48 | 14:14 | 14:14 | 24:56 | 26:37 | 47:04 | 12:23 | 09:10 |
 | Crown | 15 | 65.22% | 50.0 | 26.67% | -48.33% | +23.33% | -1.67% | -3.67% | 08:21 | -01:30 | 04:25 | 09:30 | 11:14 | 16:15 | 06:49 | 05:02 |
 | Rod of Atos | 10 | 43.48% | 46.2 | 30.00% | -23.85% | +3.33% | -30.00% | -5.68% | 19:04 | 13:12 | 16:15 | 18:30 | 22:07 | 24:20 | 05:52 | 04:20 |
 | Null Talisman | 10 | 43.48% | 42.3 | 30.00% | -23.85% | +3.33% | +20.00% | 3.66% | 04:48 | 01:02 | 02:17 | 03:21 | 06:50 | 10:49 | 04:33 | 03:22 |
 | Kaya | 1 | 4.35% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:26 | 27:26 | 27:26 | 27:26 | 27:26 | 27:26 | 00:00 | 00:00 |
 | Octarine Core | 1 | 4.35% | 34.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:51 | 25:51 | 25:51 | 25:51 | 25:51 | 25:51 | 00:00 | 00:00 |
 | Blink Dagger | 5 | 21.74% | 30.8 | 40.00% | -4.44% | -40.00% | -40.00% | 0.00% | 25:07 | 21:18 | 21:18 | 22:49 | 25:57 | 33:58 | 04:39 | 03:26 |
 | Ring of Basilius | 7 | 30.43% | 26.9 | 28.57% | -21.43% | +21.43% | -28.57% | -42.25% | 06:37 | -01:27 | 03:00 | 03:55 | 04:11 | 26:25 | 01:11 | 00:52 |
 | Ghost Scepter | 2 | 8.70% | 23.1 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 35:04 | 27:14 | 27:14 | 42:53 | 42:53 | 42:53 | 15:39 | 11:35 |
 | Veil of Discord | 6 | 26.09% | 19.2 | 16.67% | -36.27% | -16.67% | -16.67% | 0.00% | 15:48 | 10:59 | 12:38 | 13:31 | 17:29 | 26:29 | 04:51 | 03:35 |
 | Drum of Endurance | 1 | 4.35% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:31 | 32:31 | 32:31 | 32:31 | 32:31 | 32:31 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 8.70% | 11.5 | 0.00% | -47.62% | 0.00% | 0.00% | 0.00% | 15:02 | 10:50 | 10:50 | 19:13 | 19:13 | 19:13 | 08:23 | 06:12 |
 | Bottle | 1 | 4.35% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:47 | 01:47 | 01:47 | 01:47 | 01:47 | 01:47 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 4.35% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:16 | 29:16 | 29:16 | 29:16 | 29:16 | 29:16 | 00:00 | 00:00 |