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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 Shard | 3 | 23.08% | 100.0 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 26:27 | 22:40 | 22:40 | 26:59 | 29:42 | 29:42 | 07:02 | 05:12 |
 | Arcane Boots | 11 | 84.62% | 95.7 | 63.64% | +63.64% | +3.03% | -30.31% | -33.34% | 07:29 | 06:50 | 06:58 | 07:29 | 07:44 | 08:27 | 00:46 | 00:34 |
 | Boots of Speed | 13 | 100.00% | 91.3 | 53.85% | +53.85% | -53.85% | +46.15% | 81.08% | 04:36 | 03:30 | 03:59 | 04:45 | 05:13 | 05:30 | 01:14 | 00:54 |
 | Aether Lens | 13 | 100.00% | 87.0 | 53.85% | +53.85% | +12.82% | -53.85% | -60.61% | 12:15 | 09:31 | 10:02 | 10:47 | 11:08 | 27:16 | 01:06 | 00:48 |
 | Bottle | 13 | 100.00% | 82.6 | 53.85% | +53.85% | -20.52% | +12.82% | 33.34% | 02:23 | 01:17 | 02:03 | 02:20 | 02:32 | 03:47 | 00:29 | 00:21 |
 | Void Stone | 13 | 100.00% | 78.3 | 53.85% | +53.85% | +12.82% | -53.85% | -57.15% | 11:40 | 09:12 | 09:31 | 09:54 | 10:41 | 27:05 | 01:10 | 00:51 |
 | Null Talisman | 13 | 100.00% | 73.9 | 53.85% | +53.85% | +12.82% | -20.52% | -10.64% | 04:05 | -00:01 | 01:45 | 04:00 | 04:53 | 08:09 | 03:08 | 02:19 |
 | Octarine Core | 6 | 46.15% | 69.6 | 66.67% | +23.81% | +33.33% | -66.67% | -9.30% | 27:09 | 17:44 | 20:27 | 29:45 | 31:12 | 32:56 | 10:45 | 07:57 |
 | Kaya | 4 | 30.77% | 65.2 | 75.00% | +30.56% | -75.00% | +25.00% | 9.57% | 25:53 | 15:23 | 15:23 | 25:50 | 25:50 | 36:27 | 10:27 | 07:44 |
 | Aghanim's Scepter | 7 | 53.85% | 60.9 | 57.14% | +7.14% | +42.86% | -57.14% | -13.73% | 23:09 | 16:52 | 17:43 | 24:41 | 25:00 | 27:17 | 07:17 | 05:23 |
 | Blink Dagger | 7 | 53.85% | 56.5 | 57.14% | +7.14% | -7.14% | -7.14% | 0.00% | 23:41 | 18:54 | 18:56 | 23:09 | 23:45 | 30:21 | 04:49 | 03:34 |
 | Magic Wand | 1 | 7.69% | 52.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:11 | 14:11 | 14:11 | 14:11 | 14:11 | 14:11 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 7.69% | 47.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 00:00 | 00:00 |
 | Magic Stick | 1 | 7.69% | 43.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:10 | 14:10 | 14:10 | 14:10 | 14:10 | 14:10 | 00:00 | 00:00 |
 | Force Staff | 1 | 7.69% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:18 | 20:18 | 20:18 | 20:18 | 20:18 | 20:18 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 15.38% | 34.8 | 50.00% | -4.55% | +50.00% | 0.00% | 0.00% | 31:49 | 25:01 | 25:01 | 38:36 | 38:36 | 38:36 | 13:35 | 10:03 |
 | Black King Bar | 2 | 15.38% | 30.4 | 50.00% | -4.55% | +50.00% | 0.00% | 0.00% | 39:09 | 32:53 | 32:53 | 45:25 | 45:25 | 45:25 | 12:32 | 09:17 |
 | Bloodstone | 2 | 15.38% | 26.1 | 50.00% | -4.55% | -50.00% | 0.00% | 0.00% | 23:32 | 21:13 | 21:13 | 25:50 | 25:50 | 25:50 | 04:37 | 03:25 |
 | Ghost Scepter | 2 | 15.38% | 21.7 | 50.00% | -4.55% | +50.00% | 0.00% | 0.00% | 34:54 | 33:42 | 33:42 | 36:06 | 36:06 | 36:06 | 02:24 | 01:46 |
 | Wind Lace | 2 | 15.38% | 17.4 | 50.00% | -4.55% | +50.00% | 0.00% | 0.00% | 09:36 | 05:44 | 05:44 | 13:27 | 13:27 | 13:27 | 07:43 | 05:42 |
 | Ring of Health | 3 | 23.08% | 13.0 | 33.33% | -26.67% | +66.67% | 0.00% | 0.00% | 34:32 | 22:53 | 22:53 | 38:36 | 42:06 | 42:06 | 19:13 | 14:14 |
 | Eul's Scepter of Divinity | 1 | 7.69% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:13 | 16:13 | 16:13 | 16:13 | 16:13 | 16:13 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 7.69% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:48 | 42:48 | 42:48 | 42:48 | 42:48 | 42:48 | 00:00 | 00:00 |