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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 | |
 | Eye of Skadi | 22 | 24.72% | 100.0 | 68.18% | +30.87% | +15.15% | +11.82% | -0.54% | 31:15 | 25:31 | 28:03 | 31:06 | 34:11 | 38:30 | 06:08 | 04:32 |
 | Quelling Blade | 44 | 49.44% | 97.7 | 52.27% | +14.49% | -15.91% | +29.55% | 45.46% | -00:47 | -01:29 | -01:29 | -01:29 | -01:28 | 08:39 | 00:01 | 00:00 |
 | Yasha | 84 | 94.38% | 95.3 | 46.43% | +26.43% | +15.47% | -22.62% | -14.02% | 14:54 | 09:21 | 12:57 | 13:58 | 15:40 | 42:57 | 02:43 | 02:00 |
 | Power Treads | 88 | 98.88% | 93.0 | 45.45% | +45.45% | +13.64% | 0.00% | -5.93% | 07:03 | 04:33 | 05:46 | 06:40 | 08:04 | 11:07 | 02:18 | 01:42 |
 | Magic Wand | 73 | 82.02% | 90.7 | 46.58% | +9.08% | +14.53% | -18.80% | -5.46% | 05:58 | 01:10 | 02:38 | 04:09 | 08:44 | 22:14 | 06:06 | 04:31 |
 | Manta Style | 56 | 62.92% | 88.4 | 48.21% | +8.82% | +16.08% | -5.35% | -3.97% | 19:03 | 12:08 | 16:12 | 18:07 | 21:36 | 28:45 | 05:24 | 04:00 |
 | Mask of Madness | 76 | 85.39% | 86.0 | 46.05% | +7.59% | +11.84% | -19.73% | -13.93% | 10:04 | 07:07 | 08:35 | 10:02 | 10:51 | 24:07 | 02:16 | 01:40 |
 | Boots of Speed | 89 | 100.00% | 83.7 | 44.94% | +44.94% | -4.03% | +0.51% | 2.31% | 04:12 | 01:18 | 02:53 | 03:53 | 04:51 | 11:26 | 01:58 | 01:27 |
 | Morbid Mask | 80 | 89.89% | 81.4 | 45.00% | +0.56% | +10.00% | -10.00% | -7.74% | 08:45 | 03:11 | 06:34 | 08:05 | 09:09 | 32:42 | 02:35 | 01:54 |
 | Magic Stick | 76 | 85.39% | 79.1 | 44.74% | -1.41% | +2.63% | -7.90% | -10.53% | 01:10 | -01:29 | -01:29 | 00:02 | 01:32 | 21:47 | 03:01 | 02:14 |
 | Butterfly | 42 | 47.19% | 76.7 | 47.62% | +5.07% | +25.11% | +2.38% | -3.95% | 28:31 | 19:35 | 25:16 | 28:32 | 31:01 | 38:30 | 05:45 | 04:15 |
 | Wraith Band | 51 | 57.30% | 74.4 | 45.10% | +0.36% | -14.33% | +8.75% | 23.08% | 02:25 | -01:29 | 01:56 | 02:13 | 02:39 | 10:39 | 00:43 | 00:31 |
 | Black King Bar | 75 | 84.27% | 72.1 | 41.33% | -22.96% | +0.78% | -15.01% | -5.23% | 22:07 | 15:34 | 20:13 | 21:14 | 23:14 | 31:41 | 03:01 | 02:14 |
 | Ethereal Blade | 3 | 3.37% | 69.8 | 100.00% | +56.98% | 0.00% | 0.00% | 0.00% | 30:18 | 26:35 | 26:35 | 28:51 | 35:28 | 35:28 | 08:53 | 06:34 |
 | Ghost Scepter | 3 | 3.37% | 67.4 | 100.00% | +56.98% | 0.00% | 0.00% | 0.00% | 30:06 | 26:09 | 26:09 | 28:41 | 35:28 | 35:28 | 09:19 | 06:54 |
 | Dragon Lance | 55 | 61.80% | 65.1 | 41.82% | -8.18% | -13.25% | +15.32% | 6.08% | 15:53 | 09:44 | 12:10 | 13:26 | 16:52 | 54:54 | 04:42 | 03:28 |
 | Satanic | 34 | 38.20% | 62.8 | 44.12% | -1.33% | +22.55% | -19.12% | -5.59% | 30:59 | 19:56 | 26:14 | 29:35 | 33:41 | 49:15 | 07:27 | 05:31 |
 | Sange | 23 | 25.84% | 60.5 | 43.48% | -1.97% | +23.19% | -43.48% | -8.62% | 20:57 | 15:06 | 16:12 | 18:58 | 23:56 | 42:57 | 07:44 | 05:43 |
 | Sange and Yasha | 23 | 25.84% | 58.1 | 43.48% | -1.97% | +23.19% | -43.48% | -8.93% | 21:12 | 15:06 | 16:42 | 19:26 | 24:10 | 42:57 | 07:28 | 05:31 |
 | Aghanim's Scepter | 7 | 7.87% | 55.8 | 57.14% | +13.24% | +42.86% | -7.14% | 0.00% | 35:09 | 20:34 | 27:56 | 30:01 | 39:49 | 51:30 | 11:53 | 08:48 |
 | Aghanim's Shard | 24 | 26.97% | 53.5 | 37.50% | -10.19% | -4.17% | -20.83% | -1.50% | 33:22 | 20:07 | 28:45 | 31:25 | 39:53 | 55:15 | 11:08 | 08:14 |
 | Force Staff | 19 | 21.35% | 51.2 | 36.84% | -10.30% | +23.16% | -16.84% | -3.87% | 34:20 | 20:10 | 27:05 | 33:17 | 37:25 | 54:54 | 10:20 | 07:39 |
 | Hurricane Pike | 19 | 21.35% | 48.8 | 36.84% | -10.30% | +23.16% | -16.84% | -3.99% | 34:41 | 21:01 | 27:38 | 33:50 | 37:39 | 54:54 | 10:01 | 07:25 |
 | Fluffy Hat | 20 | 22.47% | 46.5 | 35.00% | -12.83% | +25.00% | -15.00% | -3.83% | 33:09 | 13:36 | 26:59 | 31:30 | 37:25 | 54:54 | 10:26 | 07:43 |
 | Crystalys | 6 | 6.74% | 44.2 | 50.00% | +5.42% | 0.00% | -50.00% | 0.00% | 33:45 | 25:42 | 30:35 | 31:41 | 39:20 | 41:54 | 08:45 | 06:28 |
 | Void Stone | 3 | 3.37% | 41.9 | 66.67% | +22.48% | +33.33% | 0.00% | 0.00% | 44:48 | 33:55 | 33:55 | 49:50 | 50:40 | 50:40 | 16:45 | 12:24 |
 | Ring of Health | 3 | 3.37% | 39.5 | 66.67% | +22.48% | +33.33% | 0.00% | 0.00% | 44:48 | 33:55 | 33:55 | 49:49 | 50:40 | 50:40 | 16:45 | 12:24 |
 | Moon Shard | 1 | 1.12% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:29 | 40:29 | 40:29 | 40:29 | 40:29 | 40:29 | 00:00 | 00:00 |
 | Silver Edge | 1 | 1.12% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:36 | 34:36 | 34:36 | 34:36 | 34:36 | 34:36 | 00:00 | 00:00 |
 | Swift Blink | 1 | 1.12% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:42 | 37:42 | 37:42 | 37:42 | 37:42 | 37:42 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 1.12% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:57 | 36:57 | 36:57 | 36:57 | 36:57 | 36:57 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.12% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:06 | 32:06 | 32:06 | 32:06 | 32:06 | 32:06 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.12% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:10 | 34:10 | 34:10 | 34:10 | 34:10 | 34:10 | 00:00 | 00:00 |
 | Daedalus | 5 | 5.62% | 23.3 | 40.00% | -5.24% | -40.00% | -40.00% | 0.00% | 35:50 | 28:45 | 28:45 | 37:14 | 39:38 | 42:22 | 10:53 | 08:03 |
 | Wind Lace | 12 | 13.48% | 20.9 | 25.00% | -23.05% | +8.33% | +8.33% | 0.00% | 10:47 | 01:30 | 07:31 | 10:20 | 14:29 | 17:01 | 06:58 | 05:09 |
 | Javelin | 6 | 6.74% | 18.6 | 33.33% | -12.45% | +16.67% | -33.33% | 0.00% | 36:31 | 29:52 | 30:21 | 35:49 | 42:39 | 44:36 | 12:18 | 09:06 |
 | Monkey King Bar | 6 | 6.74% | 16.3 | 33.33% | -12.45% | +16.67% | -33.33% | 0.00% | 38:38 | 31:40 | 32:50 | 35:52 | 43:04 | 52:14 | 10:14 | 07:34 |
 | Refresher Orb | 2 | 2.25% | 14.0 | 50.00% | +5.17% | -50.00% | 0.00% | 0.00% | 50:55 | 49:50 | 49:50 | 52:00 | 52:00 | 52:00 | 02:10 | 01:36 |
 | Ring of Basilius | 2 | 2.25% | 11.6 | 50.00% | +5.17% | -50.00% | 0.00% | 0.00% | 02:58 | 02:51 | 02:51 | 03:04 | 03:04 | 03:04 | 00:13 | 00:09 |
 | Aghanim's Blessing | 3 | 3.37% | 9.3 | 33.33% | -12.02% | +66.67% | 0.00% | 0.00% | 52:00 | 47:37 | 47:37 | 51:30 | 56:53 | 56:53 | 09:16 | 06:51 |
 | Divine Rapier | 1 | 1.12% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:40 | 47:40 | 47:40 | 47:40 | 47:40 | 47:40 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.12% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:23 | 08:23 | 08:23 | 08:23 | 08:23 | 08:23 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.12% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:55 | 04:55 | 04:55 | 04:55 | 04:55 | 04:55 | 00:00 | 00:00 |