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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 | |
 | Dragon Lance | 27 | 93.10% | 100.0 | 81.48% | +81.48% | +4.23% | +4.23% | 0.00% | 11:32 | 08:29 | 10:06 | 11:11 | 11:47 | 17:47 | 01:41 | 01:14 |
 | Quelling Blade | 20 | 68.97% | 94.3 | 80.00% | +13.33% | 0.00% | 0.00% | 0.00% | -01:18 | -01:29 | -01:29 | -01:29 | -01:29 | 01:37 | 00:00 | 00:00 |
 | Power Treads | 29 | 100.00% | 93.9 | 75.86% | +75.86% | +9.85% | -18.72% | -14.78% | 07:30 | 05:35 | 06:16 | 07:10 | 08:12 | 10:52 | 01:56 | 01:25 |
 | Boots of Speed | 29 | 100.00% | 93.9 | 75.86% | +75.86% | -4.43% | -4.43% | 0.00% | 04:03 | -01:29 | 03:15 | 04:12 | 04:38 | 07:14 | 01:23 | 01:01 |
 | Blight Stone | 28 | 96.55% | 92.4 | 75.00% | -25.00% | +10.71% | -17.86% | -4.88% | 06:43 | 01:20 | 03:41 | 05:27 | 09:32 | 14:27 | 05:51 | 04:20 |
 | Desolator | 28 | 96.55% | 92.4 | 75.00% | -25.00% | +10.71% | -3.57% | -5.26% | 16:14 | 11:48 | 14:45 | 16:10 | 17:28 | 21:22 | 02:43 | 02:00 |
 | Black King Bar | 22 | 75.86% | 92.1 | 77.27% | +5.84% | +22.73% | -17.27% | -12.44% | 24:27 | 19:29 | 22:50 | 24:16 | 26:03 | 31:53 | 03:13 | 02:22 |
 | Blink Dagger | 17 | 58.62% | 87.2 | 76.47% | +1.47% | +23.53% | -1.47% | -5.93% | 19:43 | 12:25 | 15:39 | 18:29 | 19:52 | 34:10 | 04:13 | 03:07 |
 | Magic Stick | 17 | 58.62% | 87.2 | 76.47% | +1.47% | -1.47% | -1.47% | 0.00% | 03:52 | -01:29 | -01:29 | 01:13 | 06:59 | 23:23 | 08:28 | 06:16 |
 | Magic Wand | 14 | 48.28% | 86.6 | 78.57% | +5.24% | +21.43% | -11.90% | -4.38% | 08:52 | 00:37 | 04:01 | 07:00 | 11:38 | 23:23 | 07:37 | 05:38 |
 | Daedalus | 11 | 37.93% | 86.1 | 81.82% | +9.60% | +18.18% | -15.15% | -9.71% | 31:11 | 22:19 | 29:13 | 31:27 | 32:39 | 38:16 | 03:26 | 02:32 |
 | Wraith Band | 16 | 55.17% | 84.2 | 75.00% | -1.92% | 0.00% | -25.00% | -9.55% | 03:02 | 01:06 | 01:35 | 03:10 | 04:12 | 05:05 | 02:37 | 01:56 |
 | Bottle | 18 | 62.07% | 82.6 | 72.22% | -9.60% | +7.78% | -22.22% | -30.00% | 02:18 | 01:21 | 01:47 | 02:10 | 02:34 | 04:10 | 00:47 | 00:34 |
 | Swift Blink | 4 | 13.79% | 79.8 | 100.00% | +28.00% | 0.00% | 0.00% | 0.00% | 37:28 | 29:18 | 29:18 | 32:24 | 35:14 | 52:55 | 05:56 | 04:23 |
 | Crystalys | 14 | 48.28% | 77.1 | 71.43% | -8.57% | +28.57% | -38.10% | -23.81% | 27:19 | 18:13 | 25:49 | 26:30 | 28:37 | 42:33 | 02:48 | 02:04 |
 | Aghanim's Shard | 9 | 31.03% | 75.8 | 77.78% | +2.78% | +22.22% | -27.78% | 0.00% | 27:04 | 20:16 | 20:40 | 24:19 | 29:34 | 43:23 | 08:54 | 06:35 |
 | Aghanim's Scepter | 9 | 31.03% | 75.8 | 77.78% | +2.78% | +22.22% | +22.22% | 0.00% | 30:01 | 20:54 | 22:17 | 25:29 | 27:49 | 58:43 | 05:32 | 04:05 |
 | Javelin | 6 | 20.69% | 71.6 | 83.33% | +9.42% | +16.67% | +16.67% | 0.00% | 32:04 | 19:46 | 25:54 | 29:06 | 36:35 | 45:50 | 10:41 | 07:54 |
 | Butterfly | 3 | 10.34% | 65.7 | 100.00% | +26.92% | 0.00% | 0.00% | 0.00% | 26:50 | 21:45 | 21:45 | 26:53 | 31:51 | 31:51 | 10:06 | 07:28 |
 | Helm of Iron Will | 3 | 10.34% | 65.7 | 100.00% | +26.92% | 0.00% | 0.00% | 0.00% | 30:04 | 23:25 | 23:25 | 31:52 | 34:54 | 34:54 | 11:29 | 08:30 |
 | Monkey King Bar | 5 | 17.24% | 61.2 | 80.00% | +5.00% | +20.00% | +20.00% | 0.00% | 32:28 | 21:13 | 21:13 | 31:12 | 35:33 | 46:13 | 14:20 | 10:37 |
 | Nullifier | 4 | 13.79% | 48.1 | 75.00% | -1.00% | +25.00% | -75.00% | 0.00% | 34:42 | 23:46 | 23:46 | 32:10 | 35:03 | 47:49 | 11:17 | 08:21 |
 | Aghanim's Blessing | 4 | 13.79% | 48.1 | 75.00% | -1.00% | +25.00% | +25.00% | 0.00% | 46:31 | 37:03 | 37:03 | 39:25 | 50:51 | 58:43 | 13:48 | 10:13 |
 | Force Staff | 7 | 24.14% | 44.4 | 57.14% | -24.68% | -7.14% | -57.14% | 0.00% | 31:19 | 19:52 | 26:27 | 32:24 | 33:13 | 42:24 | 06:46 | 05:00 |
 | Hurricane Pike | 7 | 24.14% | 44.4 | 57.14% | -24.68% | -7.14% | -57.14% | 0.00% | 31:30 | 20:06 | 26:51 | 32:37 | 33:18 | 42:24 | 06:27 | 04:46 |
 | Fluffy Hat | 7 | 24.14% | 44.4 | 57.14% | -24.68% | -7.14% | -57.14% | 0.00% | 30:38 | 17:15 | 26:26 | 32:23 | 33:13 | 41:09 | 06:47 | 05:01 |
 | Eye of Skadi | 1 | 3.45% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 00:00 | 00:00 |
 | Wind Lace | 1 | 3.45% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:18 | 03:18 | 03:18 | 03:18 | 03:18 | 03:18 | 00:00 | 00:00 |
 | Void Stone | 1 | 3.45% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:38 | 50:38 | 50:38 | 50:38 | 50:38 | 50:38 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 3.45% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:38 | 50:38 | 50:38 | 50:38 | 50:38 | 50:38 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 3.45% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:25 | 46:25 | 46:25 | 46:25 | 46:25 | 46:25 | 00:00 | 00:00 |