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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 | |
 | Manta Style | 65 | 52.85% | 100.0 | 63.08% | +33.77% | +18.17% | -6.83% | -2.77% | 22:47 | 13:50 | 17:48 | 21:29 | 26:50 | 44:25 | 09:02 | 06:41 |
 | Eye of Skadi | 29 | 23.58% | 98.0 | 65.52% | +24.03% | +20.19% | -8.38% | -2.63% | 33:08 | 22:57 | 26:44 | 33:41 | 37:36 | 47:26 | 10:52 | 08:02 |
 | Hurricane Pike | 89 | 72.36% | 95.9 | 56.18% | +32.65% | -10.73% | +7.46% | 2.18% | 22:54 | 14:34 | 18:06 | 20:41 | 26:27 | 44:51 | 08:21 | 06:11 |
 | Force Staff | 91 | 73.98% | 93.9 | 54.95% | +29.95% | -11.47% | +1.57% | 1.58% | 22:32 | 13:54 | 17:52 | 20:16 | 26:08 | 44:43 | 08:16 | 06:07 |
 | Yasha | 82 | 66.67% | 91.8 | 54.88% | +23.17% | +11.79% | -9.88% | -6.88% | 16:19 | 09:07 | 13:52 | 15:41 | 17:01 | 32:42 | 03:09 | 02:20 |
 | Fluffy Hat | 95 | 77.24% | 89.8 | 52.63% | +24.06% | -2.63% | +9.87% | 1.22% | 18:24 | 00:56 | 13:17 | 18:23 | 23:30 | 44:43 | 10:13 | 07:34 |
 | Crystalys | 53 | 43.09% | 87.8 | 54.72% | +13.29% | -0.87% | -8.57% | -1.04% | 31:53 | 20:31 | 27:14 | 32:15 | 34:40 | 44:16 | 07:26 | 05:30 |
 | Black King Bar | 88 | 71.54% | 85.7 | 51.14% | +14.00% | -1.14% | +7.95% | 1.26% | 26:09 | 15:05 | 21:57 | 24:55 | 29:10 | 55:35 | 07:13 | 05:20 |
 | Boots of Speed | 123 | 100.00% | 83.7 | 47.15% | +47.15% | -1.99% | -5.21% | -1.40% | 04:12 | 01:28 | 02:58 | 04:18 | 05:16 | 09:02 | 02:18 | 01:42 |
 | Power Treads | 123 | 100.00% | 81.6 | 47.15% | +47.15% | +7.69% | -1.99% | -4.92% | 06:40 | 03:36 | 05:39 | 06:26 | 07:37 | 10:34 | 01:58 | 01:27 |
 | Dragon Lance | 123 | 100.00% | 79.6 | 47.15% | +47.15% | +20.59% | -14.89% | -16.90% | 12:02 | 08:29 | 10:38 | 11:52 | 12:44 | 26:45 | 02:06 | 01:33 |
 | Silver Edge | 38 | 30.89% | 77.6 | 55.26% | +11.73% | +14.74% | -21.93% | -4.94% | 32:41 | 20:31 | 29:20 | 32:03 | 36:45 | 44:26 | 07:25 | 05:29 |
 | Magic Wand | 89 | 72.36% | 75.5 | 48.31% | +4.19% | -7.40% | -7.40% | 0.00% | 06:39 | -01:29 | 03:14 | 05:55 | 09:06 | 23:11 | 05:52 | 04:20 |
 | Magic Stick | 91 | 73.98% | 73.5 | 47.25% | +0.37% | +0.58% | +4.92% | 2.80% | 02:04 | -01:30 | -01:29 | 00:54 | 03:02 | 19:19 | 04:31 | 03:20 |
 | Void Stone | 22 | 17.89% | 71.4 | 59.09% | +14.54% | +24.24% | +0.91% | -2.39% | 31:53 | 15:45 | 25:30 | 31:05 | 35:16 | 57:27 | 09:46 | 07:14 |
 | Shadow Blade | 58 | 47.15% | 69.4 | 48.28% | +2.13% | -8.28% | -5.42% | 0.30% | 27:22 | 15:20 | 22:01 | 27:09 | 31:42 | 42:24 | 09:41 | 07:10 |
 | Ring of Health | 21 | 17.07% | 67.3 | 57.14% | +12.04% | +42.86% | +2.86% | -4.23% | 31:14 | 15:45 | 25:42 | 31:05 | 35:10 | 57:27 | 09:28 | 07:00 |
 | Linken's Sphere | 19 | 15.45% | 65.3 | 57.89% | +12.70% | +42.11% | +2.11% | -4.21% | 31:30 | 17:15 | 26:03 | 31:46 | 35:33 | 51:16 | 09:30 | 07:02 |
 | Quelling Blade | 82 | 66.67% | 63.3 | 43.90% | -9.76% | +3.72% | +1.10% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:22 | 00:00 | 00:00 |
 | Wraith Band | 56 | 45.53% | 61.2 | 46.43% | -1.33% | -10.72% | +3.57% | 14.29% | 02:35 | 01:11 | 01:46 | 02:11 | 02:42 | 09:21 | 00:56 | 00:41 |
 | Wind Lace | 19 | 15.45% | 59.2 | 52.63% | +6.48% | +7.37% | -12.63% | -4.01% | 11:09 | 04:46 | 07:45 | 10:52 | 12:44 | 25:05 | 04:59 | 03:41 |
 | Falcon Blade | 18 | 14.63% | 57.1 | 50.00% | +3.33% | +10.00% | +25.00% | 0.00% | 06:13 | 02:23 | 04:34 | 06:02 | 07:45 | 10:20 | 03:11 | 02:21 |
 | Aghanim's Shard | 39 | 31.71% | 55.1 | 41.03% | -8.97% | -1.03% | +18.97% | 1.54% | 26:46 | 15:01 | 19:06 | 24:21 | 32:03 | 51:33 | 12:57 | 09:35 |
 | Butterfly | 13 | 10.57% | 53.1 | 53.85% | +7.49% | -20.52% | +12.82% | 0.00% | 35:08 | 24:14 | 29:50 | 34:56 | 37:49 | 45:48 | 07:59 | 05:54 |
 | Daedalus | 11 | 8.94% | 51.0 | 54.55% | +8.12% | +12.12% | -21.22% | 0.00% | 39:15 | 30:57 | 33:11 | 40:39 | 41:15 | 51:20 | 08:04 | 05:58 |
 | Blink Dagger | 20 | 16.26% | 49.0 | 45.00% | -2.57% | +15.00% | +35.00% | 1.98% | 30:49 | 16:31 | 25:13 | 28:59 | 35:18 | 48:34 | 10:05 | 07:28 |
 | Ring of Basilius | 20 | 16.26% | 46.9 | 40.00% | -8.54% | +20.00% | -40.00% | -11.46% | 06:24 | -01:29 | 03:20 | 06:44 | 08:34 | 12:33 | 05:14 | 03:52 |
 | Aeon Disk | 3 | 2.44% | 44.9 | 66.67% | +20.00% | +33.33% | 0.00% | 0.00% | 45:26 | 39:09 | 39:09 | 48:02 | 49:06 | 49:06 | 09:57 | 07:22 |
 | Morbid Mask | 4 | 3.25% | 42.9 | 50.00% | +2.94% | -50.00% | -50.00% | 0.00% | 30:42 | 07:22 | 07:22 | 29:16 | 32:51 | 53:18 | 25:29 | 18:52 |
 | Scythe of Vyse | 1 | 0.81% | 40.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:09 | 55:09 | 55:09 | 55:09 | 55:09 | 55:09 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.81% | 38.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:11 | 53:11 | 53:11 | 53:11 | 53:11 | 53:11 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.81% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:28 | 57:28 | 57:28 | 57:28 | 57:28 | 57:28 | 00:00 | 00:00 |
 | Swift Blink | 5 | 4.07% | 34.7 | 40.00% | -7.46% | -40.00% | -40.00% | 0.00% | 42:48 | 39:54 | 39:54 | 41:38 | 44:36 | 47:35 | 04:42 | 03:28 |
 | Satanic | 2 | 1.63% | 32.7 | 50.00% | +2.89% | +50.00% | 0.00% | 0.00% | 45:57 | 38:30 | 38:30 | 53:24 | 53:24 | 53:24 | 14:54 | 11:02 |
 | Moon Shard | 2 | 1.63% | 30.6 | 50.00% | +2.89% | +50.00% | 0.00% | 0.00% | 1:01:19 | 60:44 | 60:44 | 1:01:53 | 1:01:53 | 1:01:53 | 01:09 | 00:51 |
 | Monkey King Bar | 1 | 0.81% | 28.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:15 | 48:15 | 48:15 | 48:15 | 48:15 | 48:15 | 00:00 | 00:00 |
 | Javelin | 2 | 1.63% | 26.5 | 0.00% | -47.93% | 0.00% | 0.00% | 0.00% | 44:40 | 41:17 | 41:17 | 48:02 | 48:02 | 48:02 | 06:45 | 05:00 |
 | Aghanim's Blessing | 2 | 1.63% | 24.5 | 0.00% | -47.93% | 0.00% | 0.00% | 0.00% | 53:42 | 47:55 | 47:55 | 59:29 | 59:29 | 59:29 | 11:34 | 08:34 |
 | Hand of Midas | 1 | 0.81% | 22.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:30 | 13:30 | 13:30 | 13:30 | 13:30 | 13:30 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 1.63% | 20.4 | 0.00% | -47.93% | 0.00% | 0.00% | 0.00% | 53:24 | 47:18 | 47:18 | 59:29 | 59:29 | 59:29 | 12:11 | 09:01 |
 | Blight Stone | 1 | 0.81% | 18.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:45 | 45:45 | 45:45 | 45:45 | 45:45 | 45:45 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.81% | 16.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:03 | 27:03 | 27:03 | 27:03 | 27:03 | 27:03 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.81% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:11 | 45:11 | 45:11 | 45:11 | 45:11 | 45:11 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 0.81% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:28 | 10:28 | 10:28 | 10:28 | 10:28 | 10:28 | 00:00 | 00:00 |
 | Desolator | 1 | 0.81% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:45 | 45:45 | 45:45 | 45:45 | 45:45 | 45:45 | 00:00 | 00:00 |
 | Maelstrom | 1 | 0.81% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 00:00 | 00:00 |
 | Sange | 1 | 0.81% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:50 | 26:50 | 26:50 | 26:50 | 26:50 | 26:50 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.81% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:21 | 41:21 | 41:21 | 41:21 | 41:21 | 41:21 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.81% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 00:00 | 00:00 |