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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 | |
 | Bracer | 4 | 30.77% | 100.0 | 100.00% | +77.78% | 0.00% | 0.00% | 0.00% | 02:33 | 02:02 | 02:02 | 02:21 | 02:38 | 03:12 | 00:36 | 00:26 |
 | Satanic | 4 | 30.77% | 97.6 | 100.00% | +77.78% | 0.00% | 0.00% | 0.00% | 26:37 | 21:41 | 21:41 | 22:08 | 22:29 | 40:08 | 00:48 | 00:35 |
 | Morbid Mask | 6 | 46.15% | 95.2 | 83.33% | +69.04% | -33.33% | +16.67% | 50.00% | 24:42 | 20:52 | 21:34 | 21:55 | 22:12 | 39:29 | 00:38 | 00:28 |
 | Assault Cuirass | 5 | 38.46% | 92.9 | 80.00% | +55.00% | -80.00% | +20.00% | 7.51% | 27:24 | 19:55 | 19:55 | 28:07 | 33:14 | 34:56 | 13:19 | 09:51 |
 | Magic Stick | 7 | 53.85% | 90.5 | 71.43% | +54.76% | -21.43% | +28.57% | 50.00% | 01:22 | -01:29 | -01:29 | 01:44 | 02:01 | 07:29 | 03:30 | 02:35 |
 | Armlet of Mordiggian | 8 | 61.54% | 88.1 | 62.50% | +42.50% | -62.50% | -12.50% | 20.98% | 11:03 | 08:19 | 09:24 | 11:07 | 11:47 | 12:59 | 02:23 | 01:45 |
 | Helm of Iron Will | 8 | 61.54% | 85.7 | 62.50% | +42.50% | -62.50% | -12.50% | 7.48% | 08:16 | 03:06 | 03:38 | 08:44 | 10:19 | 11:50 | 06:41 | 04:57 |
 | Echo Sabre | 11 | 84.62% | 83.3 | 54.55% | +54.55% | -54.55% | +45.45% | 20.34% | 12:52 | 07:48 | 10:14 | 13:29 | 15:09 | 16:19 | 04:55 | 03:38 |
 | Monkey King Bar | 2 | 15.38% | 81.0 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 30:59 | 27:08 | 27:08 | 34:50 | 34:50 | 34:50 | 07:42 | 05:42 |
 | Blink Dagger | 2 | 15.38% | 78.6 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 35:44 | 30:13 | 30:13 | 41:15 | 41:15 | 41:15 | 11:02 | 08:10 |
 | Javelin | 2 | 15.38% | 76.2 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 29:21 | 24:24 | 24:24 | 34:18 | 34:18 | 34:18 | 09:54 | 07:20 |
 | Magic Wand | 4 | 30.77% | 73.8 | 75.00% | +41.67% | -75.00% | +25.00% | 40.27% | 08:25 | 05:33 | 05:33 | 06:55 | 08:02 | 13:10 | 02:29 | 01:50 |
 | Power Treads | 12 | 92.31% | 71.4 | 50.00% | +50.00% | -16.67% | -50.00% | -24.69% | 08:08 | 04:47 | 05:45 | 06:45 | 07:06 | 17:20 | 01:21 | 01:00 |
 | Quelling Blade | 13 | 100.00% | 69.0 | 46.15% | +46.15% | -12.82% | +20.52% | 33.34% | -01:28 | -01:29 | -01:29 | -01:29 | -01:28 | -01:24 | 00:01 | 00:00 |
 | Boots of Speed | 13 | 100.00% | 66.7 | 46.15% | +46.15% | +53.85% | -46.15% | -29.41% | 06:25 | 02:38 | 03:39 | 04:35 | 07:03 | 14:34 | 03:24 | 02:31 |
 | Black King Bar | 7 | 53.85% | 64.3 | 57.14% | +23.81% | -57.14% | -7.14% | 7.77% | 24:38 | 18:17 | 20:27 | 21:44 | 26:53 | 35:24 | 06:26 | 04:45 |
 | Buckler | 8 | 61.54% | 61.9 | 50.00% | +10.00% | 0.00% | +50.00% | 4.66% | 23:01 | 13:26 | 16:44 | 20:11 | 27:28 | 33:14 | 10:44 | 07:57 |
 | Ring of Protection | 10 | 76.92% | 59.5 | 40.00% | -26.67% | +26.67% | +60.00% | 1.62% | 12:50 | -01:29 | -01:28 | 13:26 | 21:59 | 31:56 | 23:27 | 17:22 |
 | Bottle | 1 | 7.69% | 57.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:53 | 01:53 | 01:53 | 01:53 | 01:53 | 01:53 | 00:00 | 00:00 |
 | Swift Blink | 1 | 7.69% | 54.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:34 | 41:34 | 41:34 | 41:34 | 41:34 | 41:34 | 00:00 | 00:00 |
 | Moon Shard | 1 | 7.69% | 52.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:14 | 41:14 | 41:14 | 41:14 | 41:14 | 41:14 | 00:00 | 00:00 |
 | Yasha | 1 | 7.69% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:47 | 25:47 | 25:47 | 25:47 | 25:47 | 25:47 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 7.69% | 47.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:12 | 26:12 | 26:12 | 26:12 | 26:12 | 26:12 | 00:00 | 00:00 |
 | Sange | 2 | 15.38% | 45.2 | 50.00% | +4.55% | -50.00% | 0.00% | 0.00% | 19:56 | 16:41 | 16:41 | 23:11 | 23:11 | 23:11 | 06:30 | 04:48 |
 | Skull Basher | 2 | 15.38% | 42.9 | 50.00% | +4.55% | +50.00% | 0.00% | 0.00% | 32:29 | 30:14 | 30:14 | 34:44 | 34:44 | 34:44 | 04:30 | 03:20 |
 | Nullifier | 2 | 15.38% | 40.5 | 50.00% | +4.55% | -50.00% | 0.00% | 0.00% | 28:32 | 27:19 | 27:19 | 29:45 | 29:45 | 29:45 | 02:26 | 01:48 |
 | Blight Stone | 3 | 23.08% | 38.1 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 16:41 | 02:17 | 02:17 | 17:37 | 30:10 | 30:10 | 27:53 | 20:39 |
 | Vladmir's Offering | 1 | 7.69% | 35.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:37 | 21:37 | 21:37 | 21:37 | 21:37 | 21:37 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 7.69% | 33.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:50 | 03:50 | 03:50 | 03:50 | 03:50 | 03:50 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 7.69% | 31.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:27 | 04:27 | 04:27 | 04:27 | 04:27 | 04:27 | 00:00 | 00:00 |
 | Crown | 1 | 7.69% | 28.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:54 | 12:54 | 12:54 | 12:54 | 12:54 | 12:54 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 7.69% | 26.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 7.69% | 23.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 00:00 | 00:00 |
 | Solar Crest | 1 | 7.69% | 21.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:55 | 20:55 | 20:55 | 20:55 | 20:55 | 20:55 | 00:00 | 00:00 |
 | Wind Lace | 2 | 15.38% | 19.0 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 16:17 | 11:40 | 11:40 | 20:53 | 20:53 | 20:53 | 09:13 | 06:49 |
 | Chainmail | 1 | 7.69% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 7.69% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:07 | 18:07 | 18:07 | 18:07 | 18:07 | 18:07 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 7.69% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:37 | 17:37 | 17:37 | 17:37 | 17:37 | 17:37 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 7.69% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:05 | 12:05 | 12:05 | 12:05 | 12:05 | 12:05 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 7.69% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:05 | 02:05 | 02:05 | 02:05 | 02:05 | 02:05 | 00:00 | 00:00 |
 | Desolator | 1 | 7.69% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:43 | 41:43 | 41:43 | 41:43 | 41:43 | 41:43 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 7.69% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 00:00 | 00:00 |