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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 | |
 | Crystalys | 12 | 46.15% | 100.0 | 83.33% | +40.47% | -16.66% | -16.66% | 0.00% | 26:55 | 14:08 | 23:32 | 26:16 | 28:50 | 41:01 | 05:18 | 03:55 |
 | Force Staff | 7 | 26.92% | 97.1 | 85.71% | +33.08% | +14.29% | +14.29% | 0.00% | 30:20 | 22:54 | 24:25 | 30:06 | 33:27 | 38:36 | 09:02 | 06:41 |
 | Fluffy Hat | 7 | 26.92% | 94.3 | 85.71% | +33.08% | +14.29% | +14.29% | 0.00% | 30:20 | 22:54 | 24:25 | 30:06 | 33:27 | 38:36 | 09:02 | 06:41 |
 | Daedalus | 7 | 26.92% | 91.4 | 85.71% | +33.08% | +14.29% | -35.71% | -12.50% | 31:04 | 24:56 | 27:03 | 29:57 | 31:03 | 44:10 | 04:00 | 02:57 |
 | Bottle | 16 | 61.54% | 88.6 | 68.75% | +18.75% | +6.25% | +6.25% | 0.00% | 02:02 | 00:44 | 01:43 | 01:59 | 02:27 | 03:00 | 00:44 | 00:32 |
 | Blink Dagger | 26 | 100.00% | 85.7 | 61.54% | +61.54% | +9.89% | -11.54% | -5.00% | 13:16 | 09:07 | 09:54 | 11:46 | 14:11 | 25:21 | 04:17 | 03:10 |
 | Blight Stone | 26 | 100.00% | 82.9 | 61.54% | +61.54% | -18.68% | +5.13% | 4.65% | 06:27 | 01:41 | 03:09 | 06:33 | 08:16 | 17:41 | 05:07 | 03:47 |
 | Boots of Speed | 26 | 100.00% | 80.0 | 61.54% | +61.54% | +24.17% | +5.13% | -11.31% | 04:10 | 02:08 | 03:13 | 04:12 | 04:54 | 06:35 | 01:41 | 01:14 |
 | Power Treads | 26 | 100.00% | 77.1 | 61.54% | +61.54% | +9.89% | +21.79% | 10.20% | 06:42 | 05:24 | 05:57 | 06:35 | 07:07 | 08:48 | 01:10 | 00:51 |
 | Magic Wand | 11 | 42.31% | 74.3 | 72.73% | +19.40% | +27.27% | -6.06% | -18.87% | 07:38 | 01:14 | 06:15 | 07:15 | 08:01 | 12:26 | 01:46 | 01:18 |
 | Dragon Lance | 11 | 42.31% | 71.4 | 72.73% | +19.40% | +27.27% | -6.06% | -3.12% | 22:06 | 09:50 | 14:00 | 20:19 | 24:41 | 43:32 | 10:41 | 07:54 |
 | Hurricane Pike | 6 | 23.08% | 68.6 | 83.33% | +28.33% | +16.67% | +16.67% | 0.00% | 29:33 | 22:58 | 24:55 | 26:53 | 33:50 | 38:37 | 08:55 | 06:36 |
 | Desolator | 24 | 92.31% | 65.7 | 58.33% | -41.67% | -8.33% | -8.33% | 0.00% | 15:00 | 11:00 | 12:09 | 15:30 | 16:41 | 19:07 | 04:32 | 03:21 |
 | Magic Stick | 12 | 46.15% | 62.9 | 66.67% | +9.53% | 0.00% | 0.00% | 0.00% | 04:57 | -01:29 | 01:20 | 03:18 | 07:14 | 12:00 | 05:54 | 04:22 |
 | Black King Bar | 23 | 88.46% | 60.0 | 56.52% | -43.48% | +26.81% | -23.19% | -12.50% | 22:48 | 19:15 | 20:06 | 22:01 | 24:06 | 32:18 | 04:00 | 02:57 |
 | Wraith Band | 23 | 88.46% | 57.1 | 56.52% | -43.48% | +10.15% | +10.15% | 0.00% | 03:00 | 00:50 | 01:14 | 03:07 | 03:59 | 06:36 | 02:45 | 02:02 |
 | Quelling Blade | 3 | 11.54% | 54.3 | 100.00% | +43.48% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Void Stone | 3 | 11.54% | 51.4 | 100.00% | +43.48% | 0.00% | 0.00% | 0.00% | 32:57 | 27:31 | 27:31 | 28:24 | 42:57 | 42:57 | 15:26 | 11:25 |
 | Aghanim's Shard | 11 | 42.31% | 48.6 | 63.64% | +3.64% | +3.03% | +3.03% | 0.00% | 24:17 | 20:10 | 21:26 | 23:32 | 25:39 | 32:44 | 04:13 | 03:07 |
 | Scythe of Vyse | 2 | 7.69% | 45.7 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 36:51 | 30:45 | 30:45 | 42:57 | 42:57 | 42:57 | 12:12 | 09:02 |
 | Orchid Malevolence | 2 | 7.69% | 42.9 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 17:35 | 14:53 | 14:53 | 20:16 | 20:16 | 20:16 | 05:23 | 03:59 |
 | Javelin | 6 | 23.08% | 40.0 | 50.00% | -15.00% | 0.00% | +50.00% | 0.00% | 30:09 | 24:22 | 25:17 | 31:18 | 33:37 | 33:48 | 08:20 | 06:10 |
 | Aghanim's Scepter | 3 | 11.54% | 37.1 | 66.67% | +5.80% | +33.33% | 0.00% | 0.00% | 21:40 | 19:41 | 19:41 | 21:29 | 23:50 | 23:50 | 04:09 | 03:04 |
 | Satanic | 1 | 3.85% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:38 | 38:38 | 38:38 | 38:38 | 38:38 | 38:38 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 3.85% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:57 | 27:57 | 27:57 | 27:57 | 27:57 | 27:57 | 00:00 | 00:00 |
 | Ring of Health | 1 | 3.85% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:30 | 27:30 | 27:30 | 27:30 | 27:30 | 27:30 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 3.85% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 00:00 | 00:00 |
 | Moon Shard | 1 | 3.85% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:19 | 50:19 | 50:19 | 50:19 | 50:19 | 50:19 | 00:00 | 00:00 |
 | Monkey King Bar | 5 | 19.23% | 20.0 | 40.00% | -26.67% | -40.00% | -40.00% | 0.00% | 30:18 | 25:35 | 25:35 | 31:44 | 32:49 | 34:26 | 07:14 | 05:21 |
 | Swift Blink | 5 | 19.23% | 17.1 | 40.00% | -26.67% | -40.00% | +60.00% | 0.00% | 42:24 | 36:13 | 36:13 | 44:06 | 44:25 | 44:30 | 08:12 | 06:04 |
 | Wind Lace | 2 | 7.69% | 14.3 | 50.00% | -12.50% | +50.00% | 0.00% | 0.00% | 05:17 | 03:04 | 03:04 | 07:30 | 07:30 | 07:30 | 04:26 | 03:17 |
 | Divine Rapier | 1 | 3.85% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:03 | 40:03 | 40:03 | 40:03 | 40:03 | 40:03 | 00:00 | 00:00 |
 | Helm of Iron Will | 4 | 15.38% | 8.6 | 0.00% | -72.73% | 0.00% | 0.00% | 0.00% | 39:09 | 32:06 | 32:06 | 37:10 | 37:57 | 49:22 | 05:51 | 04:20 |
 | Aghanim's Blessing | 1 | 3.85% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:10 | 37:10 | 37:10 | 37:10 | 37:10 | 37:10 | 00:00 | 00:00 |
 | Nullifier | 4 | 15.38% | 2.9 | 0.00% | -72.73% | 0.00% | 0.00% | 0.00% | 39:31 | 32:20 | 32:20 | 37:44 | 38:21 | 49:40 | 06:01 | 04:27 |