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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 | |
 | Ring of Health | 30 | 46.88% | 100.0 | 76.67% | +38.43% | -1.67% | -19.53% | -1.78% | 33:49 | 21:48 | 27:40 | 33:09 | 37:43 | 51:15 | 10:03 | 07:26 |
 | Blink Dagger | 12 | 18.75% | 97.9 | 83.33% | +33.33% | +16.67% | -50.00% | -12.99% | 31:17 | 26:55 | 27:18 | 31:04 | 32:26 | 40:20 | 05:08 | 03:48 |
 | Skull Basher | 46 | 71.88% | 95.8 | 67.39% | +39.61% | +15.94% | -3.75% | -3.26% | 28:02 | 20:12 | 24:04 | 25:42 | 30:06 | 39:29 | 06:02 | 04:28 |
 | Void Stone | 23 | 35.94% | 93.8 | 73.91% | +27.57% | +26.09% | -23.91% | -4.67% | 32:47 | 20:01 | 27:05 | 33:09 | 37:47 | 47:13 | 10:42 | 07:55 |
 | Eye of Skadi | 14 | 21.88% | 91.7 | 78.57% | +28.57% | -28.57% | +21.43% | 7.67% | 32:18 | 25:18 | 28:27 | 31:16 | 34:58 | 44:00 | 06:31 | 04:49 |
 | Magic Wand | 53 | 82.81% | 89.6 | 62.26% | +34.99% | -16.11% | -8.41% | 0.90% | 08:59 | -01:29 | 04:44 | 09:07 | 13:19 | 22:59 | 08:35 | 06:21 |
 | Magic Stick | 52 | 81.25% | 87.5 | 61.54% | +28.21% | -7.69% | +7.69% | 15.38% | 01:01 | -01:30 | -01:29 | -01:29 | 01:17 | 13:28 | 02:46 | 02:02 |
 | Linken's Sphere | 15 | 23.44% | 85.4 | 73.33% | +22.31% | +26.67% | -23.33% | -5.41% | 30:28 | 21:57 | 25:45 | 28:53 | 35:00 | 39:36 | 09:15 | 06:51 |
 | Chainmail | 61 | 95.31% | 83.3 | 57.38% | +24.05% | +9.29% | -10.71% | -11.11% | 05:16 | 02:47 | 04:21 | 04:55 | 06:09 | 11:55 | 01:48 | 01:20 |
 | Phase Boots | 61 | 95.31% | 81.3 | 57.38% | +24.05% | -4.05% | -10.71% | -3.96% | 06:19 | 03:37 | 05:19 | 06:01 | 07:00 | 12:15 | 01:41 | 01:14 |
 | Javelin | 64 | 100.00% | 79.2 | 56.25% | +56.25% | +12.50% | -6.25% | -10.14% | 08:43 | 03:04 | 07:39 | 08:30 | 09:30 | 15:05 | 01:51 | 01:22 |
 | Maelstrom | 64 | 100.00% | 77.1 | 56.25% | +56.25% | +31.25% | -18.75% | -27.03% | 12:42 | 09:33 | 11:40 | 12:36 | 13:31 | 18:18 | 01:51 | 01:22 |
 | Boots of Speed | 64 | 100.00% | 75.0 | 56.25% | +56.25% | 0.00% | -6.25% | -3.83% | 02:55 | 00:57 | 01:49 | 02:37 | 03:27 | 06:59 | 01:38 | 01:12 |
 | Abyssal Blade | 12 | 18.75% | 72.9 | 75.00% | +23.08% | +25.00% | -8.33% | -1.70% | 40:14 | 30:29 | 31:41 | 34:46 | 51:16 | 54:28 | 19:35 | 14:30 |
 | Vanguard | 12 | 18.75% | 70.8 | 75.00% | +23.08% | +25.00% | -8.33% | -1.72% | 40:06 | 30:07 | 31:35 | 34:35 | 50:55 | 54:23 | 19:20 | 14:19 |
 | Black King Bar | 63 | 98.44% | 68.8 | 55.56% | -44.44% | +31.94% | -18.06% | -22.90% | 19:41 | 15:59 | 18:21 | 19:18 | 20:32 | 27:53 | 02:11 | 01:37 |
 | Manta Style | 4 | 6.25% | 66.7 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 23:40 | 18:22 | 18:22 | 18:52 | 26:50 | 30:36 | 08:28 | 06:16 |
 | Yasha | 9 | 14.06% | 64.6 | 77.78% | +25.05% | +22.22% | -77.78% | -8.50% | 22:55 | 14:16 | 15:54 | 24:21 | 27:40 | 30:23 | 11:46 | 08:42 |
 | Quelling Blade | 50 | 78.13% | 62.5 | 54.00% | -10.29% | -7.85% | +12.67% | 0.00% | -01:26 | -01:30 | -01:29 | -01:29 | -01:29 | 01:08 | 00:00 | 00:00 |
 | Mjollnir | 25 | 39.06% | 60.4 | 60.00% | +6.15% | +23.33% | +6.67% | -1.57% | 30:49 | 21:00 | 24:28 | 29:45 | 35:04 | 47:16 | 10:36 | 07:51 |
 | Orb of Venom | 10 | 15.63% | 58.3 | 70.00% | +16.30% | -36.67% | -20.00% | 10.53% | 02:12 | 00:59 | 01:16 | 02:05 | 02:51 | 03:36 | 01:35 | 01:10 |
 | Aghanim's Shard | 39 | 60.94% | 56.3 | 51.28% | -12.72% | +48.72% | -21.28% | -10.58% | 24:56 | 18:22 | 21:08 | 24:02 | 27:45 | 40:56 | 06:37 | 04:54 |
 | Refresher Orb | 7 | 10.94% | 54.2 | 71.43% | +17.04% | +28.57% | -21.43% | -7.33% | 41:37 | 34:33 | 36:20 | 40:52 | 43:09 | 49:24 | 06:49 | 05:02 |
 | Wraith Band | 22 | 34.38% | 52.1 | 50.00% | -9.52% | 0.00% | -30.00% | -20.93% | 04:10 | 01:26 | 01:37 | 02:07 | 03:03 | 34:10 | 01:26 | 01:03 |
 | Gleipnir | 4 | 6.25% | 50.0 | 75.00% | +20.00% | +25.00% | +25.00% | 0.00% | 23:37 | 21:33 | 21:33 | 21:37 | 25:30 | 25:47 | 03:57 | 02:55 |
 | Crown | 4 | 6.25% | 47.9 | 75.00% | +20.00% | +25.00% | +25.00% | 0.00% | 22:11 | 17:34 | 17:34 | 21:08 | 24:45 | 25:15 | 07:11 | 05:19 |
 | Rod of Atos | 4 | 6.25% | 45.8 | 75.00% | +20.00% | +25.00% | +25.00% | 0.00% | 23:11 | 21:08 | 21:08 | 21:33 | 24:46 | 25:15 | 03:38 | 02:41 |
 | Satanic | 2 | 3.13% | 43.8 | 100.00% | +45.16% | 0.00% | 0.00% | 0.00% | 37:01 | 33:59 | 33:59 | 40:03 | 40:03 | 40:03 | 06:04 | 04:29 |
 | Morbid Mask | 3 | 4.69% | 41.7 | 66.67% | +10.93% | +33.33% | 0.00% | 0.00% | 36:00 | 33:56 | 33:56 | 34:44 | 39:21 | 39:21 | 05:25 | 04:00 |
 | Sange and Yasha | 3 | 4.69% | 39.6 | 66.67% | +10.93% | +33.33% | 0.00% | 0.00% | 25:50 | 16:55 | 16:55 | 28:27 | 32:08 | 32:08 | 15:13 | 11:16 |
 | Sange | 7 | 10.94% | 37.5 | 42.86% | -15.03% | +7.14% | -42.86% | -7.48% | 25:29 | 16:29 | 21:19 | 24:04 | 28:00 | 32:40 | 06:41 | 04:57 |
 | Swift Blink | 1 | 1.56% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:08 | 39:08 | 39:08 | 39:08 | 39:08 | 39:08 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.56% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:27 | 42:27 | 42:27 | 42:27 | 42:27 | 42:27 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.56% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:26 | 55:26 | 55:26 | 55:26 | 55:26 | 55:26 | 00:00 | 00:00 |
 | Nullifier | 1 | 1.56% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.56% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:48 | 35:48 | 35:48 | 35:48 | 35:48 | 35:48 | 00:00 | 00:00 |
 | Buckler | 1 | 1.56% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:52 | 28:52 | 28:52 | 28:52 | 28:52 | 28:52 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.56% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:06 | 30:06 | 30:06 | 30:06 | 30:06 | 30:06 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.56% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:52 | 28:52 | 28:52 | 28:52 | 28:52 | 28:52 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.56% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:23 | 30:23 | 30:23 | 30:23 | 30:23 | 30:23 | 00:00 | 00:00 |
 | Blight Stone | 2 | 3.13% | 16.7 | 50.00% | -6.45% | -50.00% | 0.00% | 0.00% | 02:41 | 01:46 | 01:46 | 03:36 | 03:36 | 03:36 | 01:50 | 01:21 |
 | Orb of Corrosion | 2 | 3.13% | 14.6 | 50.00% | -6.45% | +50.00% | 0.00% | 0.00% | 04:18 | 03:36 | 03:36 | 05:00 | 05:00 | 05:00 | 01:24 | 01:02 |
 | Fluffy Hat | 2 | 3.13% | 12.5 | 50.00% | -6.45% | +50.00% | 0.00% | 0.00% | 03:55 | 03:36 | 03:36 | 04:13 | 04:13 | 04:13 | 00:37 | 00:27 |
 | Ring of Basilius | 2 | 3.13% | 10.4 | 50.00% | -6.45% | -50.00% | 0.00% | 0.00% | 13:03 | 12:57 | 12:57 | 13:09 | 13:09 | 13:09 | 00:12 | 00:08 |
 | Heaven's Halberd | 3 | 4.69% | 8.3 | 33.33% | -24.05% | -33.33% | 0.00% | 0.00% | 28:00 | 24:10 | 24:10 | 26:22 | 33:29 | 33:29 | 09:19 | 06:54 |
 | Wind Lace | 3 | 4.69% | 6.3 | 33.33% | -24.05% | -33.33% | 0.00% | 0.00% | 06:58 | -01:29 | -01:29 | 01:03 | 21:19 | 21:19 | 22:48 | 16:53 |
 | Butterfly | 3 | 4.69% | 4.2 | 33.33% | -24.05% | +66.67% | 0.00% | 0.00% | 39:16 | 33:13 | 33:13 | 37:45 | 46:49 | 46:49 | 13:36 | 10:04 |
 | Power Treads | 3 | 4.69% | 2.1 | 33.33% | -24.05% | +66.67% | 0.00% | 0.00% | 06:12 | 04:56 | 04:56 | 05:31 | 08:09 | 08:09 | 03:13 | 02:22 |