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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 | |
 | Daedalus | 17 | 30.91% | 100.0 | 70.59% | +31.12% | +29.41% | -20.59% | -10.71% | 33:14 | 27:33 | 30:24 | 32:59 | 35:04 | 40:33 | 04:40 | 03:27 |
 | Crystalys | 28 | 50.91% | 97.8 | 64.29% | +30.96% | -7.15% | -7.15% | 0.00% | 30:55 | 20:38 | 26:19 | 30:49 | 32:51 | 55:45 | 06:32 | 04:50 |
 | Ring of Health | 13 | 23.64% | 95.6 | 69.23% | +26.37% | +30.77% | +30.77% | 0.00% | 44:52 | 32:19 | 37:49 | 45:00 | 47:23 | 57:51 | 09:34 | 07:05 |
 | Void Stone | 13 | 23.64% | 93.3 | 69.23% | +26.37% | +30.77% | +30.77% | 0.00% | 44:52 | 32:19 | 37:49 | 45:01 | 47:23 | 57:51 | 09:34 | 07:05 |
 | Eye of Skadi | 50 | 90.91% | 91.1 | 52.00% | +32.00% | +17.23% | -27.00% | -10.83% | 23:07 | 17:24 | 20:40 | 22:08 | 24:45 | 32:15 | 04:05 | 03:01 |
 | Dragon Lance | 33 | 60.00% | 88.9 | 54.55% | +13.64% | +7.95% | +7.95% | 0.00% | 13:42 | 09:09 | 10:18 | 12:31 | 14:09 | 32:20 | 03:51 | 02:51 |
 | Yasha | 54 | 98.18% | 86.7 | 50.00% | +50.00% | -14.29% | -3.85% | 3.42% | 12:22 | 09:07 | 10:40 | 12:39 | 13:43 | 16:39 | 03:03 | 02:15 |
 | Boots of Speed | 55 | 100.00% | 84.4 | 49.09% | +49.09% | +15.20% | -6.23% | -13.12% | 04:02 | 01:36 | 03:06 | 04:14 | 04:44 | 07:35 | 01:38 | 01:12 |
 | Quelling Blade | 55 | 100.00% | 82.2 | 49.09% | +49.09% | +15.20% | +0.91% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 |
 | Power Treads | 55 | 100.00% | 80.0 | 49.09% | +49.09% | +15.20% | +8.05% | -4.47% | 06:03 | 04:00 | 05:01 | 05:51 | 06:37 | 09:00 | 01:36 | 01:11 |
 | Black King Bar | 42 | 76.36% | 77.8 | 50.00% | +3.85% | -4.55% | -10.00% | -1.01% | 25:37 | 17:35 | 22:04 | 25:16 | 27:28 | 37:40 | 05:24 | 04:00 |
 | Fluffy Hat | 19 | 34.55% | 75.6 | 57.89% | +13.45% | +2.11% | -17.89% | -6.86% | 11:43 | 00:27 | 06:18 | 07:37 | 09:13 | 33:40 | 02:55 | 02:09 |
 | Magic Stick | 53 | 96.36% | 73.3 | 47.17% | -52.83% | +6.68% | -1.02% | -7.70% | 00:48 | -01:29 | -01:29 | -01:29 | 01:11 | 15:09 | 02:40 | 01:58 |
 | Magic Wand | 53 | 96.36% | 71.1 | 47.17% | -52.83% | -1.02% | +14.37% | 2.19% | 07:24 | 00:13 | 02:59 | 06:33 | 10:01 | 18:36 | 07:02 | 05:12 |
 | Falcon Blade | 15 | 27.27% | 68.9 | 60.00% | +15.00% | +15.00% | -35.00% | -17.24% | 07:46 | 03:44 | 06:22 | 07:48 | 09:16 | 10:46 | 02:54 | 02:08 |
 | Morbid Mask | 20 | 36.36% | 66.7 | 55.00% | +9.29% | +25.00% | -15.00% | -4.65% | 32:27 | 24:42 | 27:19 | 32:34 | 35:55 | 39:11 | 08:36 | 06:22 |
 | Satanic | 20 | 36.36% | 64.4 | 55.00% | +9.29% | +5.00% | -15.00% | -2.19% | 33:50 | 27:33 | 29:18 | 33:01 | 38:26 | 43:36 | 09:08 | 06:45 |
 | Divine Rapier | 3 | 5.45% | 62.2 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 46:54 | 45:29 | 45:29 | 46:05 | 49:08 | 49:08 | 03:39 | 02:42 |
 | Refresher Orb | 11 | 20.00% | 60.0 | 63.64% | +18.19% | +36.36% | +36.36% | 0.00% | 47:52 | 37:49 | 43:47 | 47:02 | 51:03 | 57:52 | 07:16 | 05:22 |
 | Manta Style | 38 | 69.09% | 57.8 | 47.37% | -5.57% | -17.37% | -2.93% | 3.28% | 18:42 | 13:19 | 15:42 | 16:44 | 20:06 | 32:26 | 04:24 | 03:15 |
 | Aghanim's Blessing | 7 | 12.73% | 55.6 | 71.43% | +25.60% | -21.43% | -21.43% | 0.00% | 44:58 | 39:52 | 40:39 | 46:32 | 47:18 | 47:55 | 06:39 | 04:55 |
 | Butterfly | 14 | 25.45% | 53.3 | 57.14% | +10.80% | -7.14% | -23.81% | -2.65% | 32:43 | 24:12 | 30:33 | 32:13 | 36:51 | 41:03 | 06:18 | 04:40 |
 | Sange and Yasha | 9 | 16.36% | 51.1 | 55.56% | +7.73% | -55.56% | +44.44% | 0.00% | 22:14 | 14:21 | 15:58 | 23:58 | 24:40 | 29:37 | 08:42 | 06:26 |
 | Sange | 9 | 16.36% | 48.9 | 55.56% | +7.73% | -55.56% | +44.44% | 0.00% | 21:54 | 14:21 | 15:30 | 23:28 | 24:21 | 29:13 | 08:51 | 06:33 |
 | Ring of Protection | 2 | 3.64% | 46.7 | 100.00% | +52.83% | 0.00% | 0.00% | 0.00% | 28:44 | 03:53 | 03:53 | 53:34 | 53:34 | 53:34 | 49:41 | 36:48 |
 | Swift Blink | 7 | 12.73% | 44.4 | 57.14% | +9.22% | -7.14% | -7.14% | 0.00% | 38:22 | 30:29 | 33:08 | 36:08 | 40:13 | 48:22 | 07:05 | 05:14 |
 | Aghanim's Scepter | 11 | 20.00% | 42.2 | 45.45% | -4.55% | -45.45% | +54.55% | 14.29% | 38:52 | 31:28 | 35:05 | 37:57 | 42:05 | 47:55 | 07:00 | 05:11 |
 | Hurricane Pike | 5 | 9.09% | 40.0 | 60.00% | +12.00% | +40.00% | +40.00% | 0.00% | 33:09 | 28:38 | 28:38 | 32:11 | 34:07 | 39:06 | 05:29 | 04:03 |
 | Silver Edge | 5 | 9.09% | 37.8 | 60.00% | +12.00% | +40.00% | -60.00% | 0.00% | 35:37 | 27:48 | 27:48 | 35:32 | 35:58 | 45:55 | 08:10 | 06:02 |
 | Force Staff | 5 | 9.09% | 35.6 | 60.00% | +12.00% | +40.00% | +40.00% | 0.00% | 32:40 | 28:21 | 28:21 | 31:17 | 33:40 | 38:50 | 05:19 | 03:56 |
 | Shadow Blade | 6 | 10.91% | 33.3 | 50.00% | +1.02% | 0.00% | -50.00% | 0.00% | 34:23 | 27:29 | 32:10 | 32:20 | 35:31 | 45:27 | 03:21 | 02:28 |
 | Wraith Band | 6 | 10.91% | 31.1 | 50.00% | +1.02% | 0.00% | -50.00% | 0.00% | 03:42 | 01:45 | 01:52 | 03:04 | 04:50 | 07:15 | 02:58 | 02:11 |
 | Blink Dagger | 10 | 18.18% | 28.9 | 40.00% | -11.11% | -6.67% | +10.00% | 1.98% | 35:26 | 26:50 | 31:46 | 34:17 | 40:11 | 43:03 | 08:25 | 06:14 |
 | Linken's Sphere | 3 | 5.45% | 26.7 | 66.67% | +18.59% | +33.33% | 0.00% | 0.00% | 36:43 | 32:19 | 32:19 | 32:49 | 45:01 | 45:01 | 12:42 | 09:24 |
 | Ring of Basilius | 3 | 5.45% | 24.4 | 66.67% | +18.59% | +33.33% | 0.00% | 0.00% | 06:44 | 06:18 | 06:18 | 06:44 | 07:10 | 07:10 | 00:52 | 00:38 |
 | Javelin | 8 | 14.55% | 22.2 | 37.50% | -13.56% | +12.50% | +62.50% | 0.00% | 34:37 | 26:14 | 28:08 | 33:56 | 34:42 | 48:20 | 06:34 | 04:51 |
 | Maelstrom | 1 | 1.82% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:14 | 26:14 | 26:14 | 26:14 | 26:14 | 26:14 | 00:00 | 00:00 |
 | Mjollnir | 1 | 1.82% | 17.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 00:00 | 00:00 |
 | Buckler | 1 | 1.82% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:34 | 53:34 | 53:34 | 53:34 | 53:34 | 53:34 | 00:00 | 00:00 |
 | Bottle | 1 | 1.82% | 13.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:52 | 58:52 | 58:52 | 58:52 | 58:52 | 58:52 | 00:00 | 00:00 |
 | Monkey King Bar | 6 | 10.91% | 11.1 | 33.33% | -17.69% | -33.33% | +66.67% | 0.00% | 37:34 | 30:30 | 34:21 | 34:31 | 42:41 | 48:36 | 08:20 | 06:10 |
 | Aeon Disk | 1 | 1.82% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:59 | 41:59 | 41:59 | 41:59 | 41:59 | 41:59 | 00:00 | 00:00 |
 | Nullifier | 1 | 1.82% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:34 | 60:34 | 60:34 | 60:34 | 60:34 | 60:34 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.82% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:47 | 54:47 | 54:47 | 54:47 | 54:47 | 54:47 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 3.64% | 2.2 | 0.00% | -50.94% | 0.00% | 0.00% | 0.00% | 48:06 | 46:43 | 46:43 | 49:28 | 49:28 | 49:28 | 02:45 | 02:02 |