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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 | |
 | Refresher Orb | 48 | 64.00% | 100.0 | 66.67% | +40.74% | +25.00% | -33.34% | -7.42% | 28:38 | 20:13 | 23:35 | 28:04 | 31:27 | 48:24 | 07:52 | 05:49 |
 | Buckler | 25 | 33.33% | 97.7 | 68.00% | +24.00% | -18.00% | -18.00% | 0.00% | 30:41 | 20:27 | 24:17 | 31:13 | 35:56 | 49:38 | 11:39 | 08:37 |
 | Ring of Protection | 25 | 33.33% | 95.5 | 68.00% | +24.00% | -18.00% | -18.00% | 0.00% | 30:38 | 20:27 | 24:17 | 31:13 | 35:56 | 49:38 | 11:39 | 08:37 |
 | Ring of Health | 60 | 80.00% | 93.2 | 60.00% | +40.00% | +26.67% | -20.00% | -6.53% | 24:43 | 16:49 | 19:33 | 23:18 | 26:42 | 48:17 | 07:09 | 05:17 |
 | Magic Wand | 63 | 84.00% | 90.9 | 58.73% | +42.06% | -14.98% | +3.77% | 4.08% | 06:43 | -01:29 | 04:06 | 05:59 | 08:42 | 18:57 | 04:36 | 03:24 |
 | Assault Cuirass | 24 | 32.00% | 88.6 | 66.67% | +21.57% | -33.34% | -33.34% | 0.00% | 31:58 | 21:53 | 26:29 | 32:05 | 35:50 | 50:19 | 09:21 | 06:55 |
 | Void Stone | 63 | 84.00% | 86.4 | 57.14% | +32.14% | +5.36% | -13.39% | -2.51% | 23:03 | 09:23 | 17:57 | 22:32 | 25:25 | 47:27 | 07:28 | 05:31 |
 | Magic Stick | 68 | 90.67% | 84.1 | 55.88% | +41.59% | +20.59% | +2.94% | -8.47% | 01:55 | -01:30 | -01:29 | 01:01 | 03:34 | 14:47 | 05:03 | 03:44 |
 | Fluffy Hat | 63 | 84.00% | 81.8 | 55.56% | +22.23% | -5.56% | +0.69% | 2.48% | 06:59 | -01:29 | 05:54 | 07:07 | 08:25 | 10:53 | 02:31 | 01:51 |
 | Quelling Blade | 53 | 70.67% | 79.5 | 56.60% | +15.69% | +12.63% | -10.45% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 |
 | Falcon Blade | 62 | 82.67% | 77.3 | 54.84% | +16.38% | +1.41% | -1.51% | -1.38% | 08:32 | 04:36 | 07:22 | 08:39 | 09:29 | 12:34 | 02:07 | 01:34 |
 | Power Treads | 71 | 94.67% | 75.0 | 53.52% | +28.52% | +2.04% | +2.04% | 0.00% | 07:06 | 03:51 | 05:41 | 06:44 | 08:08 | 12:11 | 02:27 | 01:48 |
 | Black King Bar | 74 | 98.67% | 72.7 | 52.70% | +52.70% | +20.98% | -30.48% | -16.51% | 17:56 | 13:22 | 16:10 | 17:40 | 19:17 | 27:17 | 03:07 | 02:18 |
 | Boots of Speed | 75 | 100.00% | 70.5 | 52.00% | +52.00% | +16.42% | -9.89% | -16.44% | 03:01 | 01:07 | 01:55 | 02:46 | 03:31 | 09:16 | 01:36 | 01:11 |
 | Blink Dagger | 12 | 16.00% | 68.2 | 66.67% | +17.46% | 0.00% | +33.33% | 5.52% | 35:39 | 26:15 | 30:48 | 33:25 | 36:50 | 48:56 | 06:02 | 04:28 |
 | Monkey King Bar | 3 | 4.00% | 65.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 30:26 | 28:54 | 28:54 | 30:17 | 32:07 | 32:07 | 03:13 | 02:22 |
 | Butterfly | 3 | 4.00% | 63.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 33:32 | 24:31 | 24:31 | 35:05 | 41:00 | 41:00 | 16:29 | 12:12 |
 | Aghanim's Scepter | 3 | 4.00% | 61.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 33:54 | 25:20 | 25:20 | 36:17 | 40:05 | 40:05 | 14:45 | 10:55 |
 | Satanic | 16 | 21.33% | 59.1 | 56.25% | +5.40% | -31.25% | +18.75% | 5.40% | 39:02 | 28:30 | 32:35 | 37:45 | 41:51 | 56:04 | 09:16 | 06:51 |
 | Morbid Mask | 21 | 28.00% | 56.8 | 52.38% | +0.53% | -32.38% | +27.62% | 5.40% | 36:14 | 19:36 | 29:38 | 35:25 | 40:45 | 55:21 | 11:07 | 08:14 |
 | Linken's Sphere | 14 | 18.67% | 54.5 | 57.14% | +6.32% | -7.14% | -23.81% | -1.83% | 33:11 | 22:40 | 27:09 | 31:25 | 36:17 | 56:50 | 09:08 | 06:45 |
 | Shiva's Guard | 4 | 5.33% | 52.3 | 75.00% | +24.30% | +25.00% | +25.00% | 0.00% | 32:06 | 25:42 | 25:42 | 27:39 | 33:49 | 41:15 | 08:07 | 06:00 |
 | Eye of Skadi | 2 | 2.67% | 50.0 | 100.00% | +49.32% | 0.00% | 0.00% | 0.00% | 31:41 | 28:55 | 28:55 | 34:27 | 34:27 | 34:27 | 05:32 | 04:05 |
 | Javelin | 10 | 13.33% | 47.7 | 50.00% | -2.31% | -16.67% | 0.00% | 1.49% | 16:06 | 08:19 | 10:20 | 11:05 | 21:30 | 40:51 | 11:10 | 08:16 |
 | Wraith Band | 14 | 18.67% | 45.5 | 42.86% | -11.24% | -17.86% | -9.53% | 3.82% | 03:31 | -00:12 | 02:08 | 03:34 | 04:19 | 07:10 | 02:11 | 01:37 |
 | Wind Lace | 20 | 26.67% | 43.2 | 30.00% | -30.00% | -10.00% | +30.00% | 6.43% | 08:24 | 01:43 | 04:58 | 06:59 | 11:11 | 18:30 | 06:13 | 04:36 |
 | Bottle | 13 | 17.33% | 40.9 | 30.77% | -25.68% | -30.77% | +2.56% | 33.33% | 01:37 | 00:58 | 01:19 | 01:34 | 01:46 | 02:32 | 00:27 | 00:20 |
 | Maelstrom | 8 | 10.67% | 38.6 | 37.50% | -16.23% | +12.50% | +12.50% | 0.00% | 16:58 | 11:59 | 12:34 | 13:56 | 14:03 | 40:51 | 01:29 | 01:05 |
 | Swift Blink | 1 | 1.33% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:45 | 48:45 | 48:45 | 48:45 | 48:45 | 48:45 | 00:00 | 00:00 |
 | Manta Style | 1 | 1.33% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:59 | 22:59 | 22:59 | 22:59 | 22:59 | 22:59 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.33% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:23 | 17:23 | 17:23 | 17:23 | 17:23 | 17:23 | 00:00 | 00:00 |
 | Yasha | 5 | 6.67% | 29.5 | 40.00% | -12.86% | -40.00% | +60.00% | 0.00% | 19:39 | 17:53 | 17:53 | 19:23 | 19:29 | 23:10 | 01:36 | 01:11 |
 | Sange | 8 | 10.67% | 27.3 | 25.00% | -30.22% | +25.00% | -25.00% | 0.00% | 23:21 | 13:27 | 18:14 | 22:12 | 24:54 | 36:40 | 06:40 | 04:56 |
 | Heaven's Halberd | 2 | 2.67% | 25.0 | 50.00% | -2.05% | +50.00% | 0.00% | 0.00% | 25:23 | 21:34 | 21:34 | 29:11 | 29:11 | 29:11 | 07:37 | 05:38 |
 | Sange and Yasha | 4 | 5.33% | 22.7 | 25.00% | -28.52% | -25.00% | +75.00% | 0.00% | 22:27 | 17:53 | 17:53 | 22:32 | 23:59 | 25:25 | 06:06 | 04:31 |
 | Eul's Scepter of Divinity | 5 | 6.67% | 20.5 | 20.00% | -34.29% | +80.00% | -20.00% | 0.00% | 13:24 | 11:50 | 11:50 | 13:01 | 14:17 | 15:02 | 02:27 | 01:48 |
 | Chainmail | 5 | 6.67% | 18.2 | 0.00% | -55.71% | 0.00% | 0.00% | 0.00% | 20:00 | 07:28 | 07:28 | 09:38 | 31:22 | 43:05 | 23:54 | 17:42 |
 | Phase Boots | 4 | 5.33% | 15.9 | 0.00% | -54.93% | 0.00% | 0.00% | 0.00% | 15:04 | 08:11 | 08:11 | 09:07 | 11:23 | 31:34 | 03:12 | 02:22 |
 | Medallion of Courage | 1 | 1.33% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.33% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.33% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 00:00 | 00:00 |
 | Crown | 1 | 1.33% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 00:00 | 00:00 |
 | Hand of Midas | 2 | 2.67% | 4.5 | 0.00% | -53.42% | 0.00% | 0.00% | 0.00% | 16:06 | 16:01 | 16:01 | 16:10 | 16:10 | 16:10 | 00:09 | 00:06 |
 | Blade Mail | 1 | 1.33% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:05 | 43:05 | 43:05 | 43:05 | 43:05 | 43:05 | 00:00 | 00:00 |