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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 | |
 | Power Treads | 12 | 92.31% | 100.0 | 58.33% | +58.33% | -25.00% | +8.34% | 7.84% | 08:36 | 04:32 | 05:17 | 07:57 | 09:32 | 14:11 | 04:15 | 03:08 |
 | Manta Style | 13 | 100.00% | 97.0 | 53.85% | +53.85% | +12.82% | -53.85% | -44.45% | 19:50 | 17:16 | 18:44 | 19:33 | 20:14 | 22:35 | 01:30 | 01:06 |
 | Quelling Blade | 13 | 100.00% | 93.9 | 53.85% | +53.85% | -53.85% | +12.82% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:27 | 00:00 | 00:00 |
 | Boots of Speed | 13 | 100.00% | 90.9 | 53.85% | +53.85% | -20.52% | +12.82% | 7.52% | 07:55 | 03:53 | 04:25 | 07:48 | 08:51 | 14:16 | 04:26 | 03:17 |
 | Ring of Health | 13 | 100.00% | 87.9 | 53.85% | +53.85% | +12.82% | -20.52% | -15.39% | 05:13 | 01:53 | 04:08 | 04:46 | 06:18 | 08:58 | 02:10 | 01:36 |
 | Void Stone | 13 | 100.00% | 84.8 | 53.85% | +53.85% | +46.15% | +12.82% | -15.75% | 13:06 | 09:01 | 11:05 | 11:56 | 13:12 | 25:23 | 02:07 | 01:34 |
 | Yasha | 13 | 100.00% | 81.8 | 53.85% | +53.85% | +12.82% | -20.52% | -15.88% | 17:30 | 14:37 | 16:23 | 16:48 | 18:29 | 19:58 | 02:06 | 01:33 |
 | Skull Basher | 6 | 46.15% | 78.8 | 66.67% | +23.81% | -16.67% | -66.67% | -7.71% | 31:41 | 24:09 | 28:09 | 28:34 | 34:38 | 40:11 | 06:29 | 04:48 |
 | Aghanim's Scepter | 6 | 46.15% | 75.8 | 66.67% | +23.81% | +33.33% | -66.67% | -100.00% | 28:04 | 22:19 | 24:17 | 24:38 | 24:57 | 47:31 | 00:40 | 00:29 |
 | Vanguard | 4 | 30.77% | 72.7 | 75.00% | +30.56% | +25.00% | +25.00% | 0.00% | 22:30 | 06:25 | 06:25 | 25:59 | 26:56 | 30:41 | 20:31 | 15:11 |
 | Magic Wand | 9 | 69.23% | 69.7 | 55.56% | +5.56% | -5.56% | -5.56% | 0.00% | 10:35 | 01:44 | 02:41 | 07:50 | 13:31 | 24:38 | 10:50 | 08:01 |
 | Battle Fury | 12 | 92.31% | 66.7 | 50.00% | -50.00% | +50.00% | -50.00% | -38.46% | 13:48 | 11:13 | 12:21 | 13:39 | 14:57 | 15:48 | 02:36 | 01:55 |
 | Magic Stick | 12 | 92.31% | 63.6 | 50.00% | -50.00% | -16.67% | -16.67% | 0.00% | 04:30 | -01:29 | -01:25 | 01:44 | 06:46 | 20:25 | 08:11 | 06:03 |
 | Eye of Skadi | 9 | 69.23% | 60.6 | 44.44% | -30.56% | +55.56% | +5.56% | -8.13% | 29:03 | 24:42 | 24:56 | 28:42 | 31:05 | 37:37 | 06:09 | 04:33 |
 | Wraith Band | 3 | 23.08% | 57.6 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 01:50 | 01:33 | 01:33 | 01:39 | 02:19 | 02:19 | 00:46 | 00:34 |
 | Abyssal Blade | 3 | 23.08% | 54.5 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 31:28 | 26:57 | 26:57 | 30:45 | 36:41 | 36:41 | 09:44 | 07:12 |
 | Linken's Sphere | 1 | 7.69% | 51.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:23 | 25:23 | 25:23 | 25:23 | 25:23 | 25:23 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 7.69% | 48.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:23 | 32:23 | 32:23 | 32:23 | 32:23 | 32:23 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 7.69% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:31 | 14:31 | 14:31 | 14:31 | 14:31 | 14:31 | 00:00 | 00:00 |
 | Orb of Venom | 6 | 46.15% | 42.4 | 33.33% | -38.10% | +16.67% | -33.33% | -50.00% | -00:28 | -01:29 | -01:29 | -01:29 | 01:34 | 01:35 | 03:03 | 02:15 |
 | Blight Stone | 2 | 15.38% | 39.4 | 50.00% | -4.55% | +50.00% | 0.00% | 0.00% | 02:33 | 02:14 | 02:14 | 02:51 | 02:51 | 02:51 | 00:37 | 00:27 |
 | Aghanim's Blessing | 2 | 15.38% | 36.4 | 50.00% | -4.55% | +50.00% | 0.00% | 0.00% | 41:29 | 35:26 | 35:26 | 47:31 | 47:31 | 47:31 | 12:05 | 08:57 |
 | Orb of Corrosion | 2 | 15.38% | 33.3 | 50.00% | -4.55% | +50.00% | 0.00% | 0.00% | 03:55 | 03:23 | 03:23 | 04:27 | 04:27 | 04:27 | 01:04 | 00:47 |
 | Fluffy Hat | 2 | 15.38% | 30.3 | 50.00% | -4.55% | +50.00% | 0.00% | 0.00% | 02:34 | 02:15 | 02:15 | 02:52 | 02:52 | 02:52 | 00:37 | 00:27 |
 | Butterfly | 2 | 15.38% | 27.3 | 50.00% | -4.55% | +50.00% | 0.00% | 0.00% | 34:37 | 33:15 | 33:15 | 35:59 | 35:59 | 35:59 | 02:44 | 02:01 |
 | Black King Bar | 3 | 23.08% | 24.2 | 33.33% | -26.67% | -33.33% | 0.00% | 0.00% | 34:45 | 29:57 | 29:57 | 34:20 | 39:59 | 39:59 | 10:02 | 07:25 |
 | Divine Rapier | 1 | 7.69% | 21.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:38 | 58:38 | 58:38 | 58:38 | 58:38 | 58:38 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 7.69% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:42 | 25:42 | 25:42 | 25:42 | 25:42 | 25:42 | 00:00 | 00:00 |
 | Moon Shard | 1 | 7.69% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:20 | 46:20 | 46:20 | 46:20 | 46:20 | 46:20 | 00:00 | 00:00 |
 | Buckler | 1 | 7.69% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:09 | 24:09 | 24:09 | 24:09 | 24:09 | 24:09 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 7.69% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:37 | 52:37 | 52:37 | 52:37 | 52:37 | 52:37 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 7.69% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:09 | 24:09 | 24:09 | 24:09 | 24:09 | 24:09 | 00:00 | 00:00 |
 | Javelin | 1 | 7.69% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:17 | 45:17 | 45:17 | 45:17 | 45:17 | 45:17 | 00:00 | 00:00 |