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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 | |
 | Buckler | 12 | 46.15% | 100.0 | 83.33% | +33.33% | -16.66% | +16.67% | 5.95% | 28:08 | 23:26 | 24:46 | 27:34 | 30:22 | 33:43 | 05:36 | 04:08 |
 | Magic Wand | 22 | 84.62% | 98.0 | 72.73% | +47.73% | +10.60% | -32.73% | -13.26% | 07:57 | 03:07 | 06:35 | 07:48 | 09:51 | 13:36 | 03:16 | 02:25 |
 | Assault Cuirass | 11 | 42.31% | 96.1 | 81.82% | +28.49% | +18.18% | -15.15% | -7.84% | 30:00 | 26:31 | 27:04 | 30:26 | 31:19 | 34:31 | 04:15 | 03:08 |
 | Black King Bar | 19 | 73.08% | 94.1 | 73.68% | +30.82% | +26.32% | -13.68% | -15.89% | 20:45 | 14:08 | 18:20 | 19:31 | 20:51 | 36:04 | 02:31 | 01:51 |
 | Bracer | 18 | 69.23% | 92.2 | 72.22% | +22.22% | -12.22% | -22.22% | -6.59% | 03:55 | 01:22 | 03:11 | 03:47 | 04:42 | 07:04 | 01:31 | 01:07 |
 | Bottle | 18 | 69.23% | 90.2 | 72.22% | +22.22% | +7.78% | -22.22% | -30.00% | 01:49 | 01:21 | 01:42 | 01:46 | 01:55 | 02:43 | 00:13 | 00:09 |
 | Quelling Blade | 25 | 96.15% | 88.2 | 68.00% | +68.00% | -18.00% | -18.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:22 | 00:00 | 00:00 |
 | Phase Boots | 25 | 96.15% | 86.3 | 68.00% | +68.00% | -1.33% | -1.33% | 0.00% | 07:37 | 05:13 | 06:46 | 07:39 | 08:19 | 11:36 | 01:33 | 01:08 |
 | Sange | 17 | 65.38% | 84.3 | 70.59% | +15.03% | +4.41% | +4.41% | 0.00% | 16:51 | 10:48 | 11:48 | 14:08 | 20:07 | 27:54 | 08:19 | 06:09 |
 | Chainmail | 26 | 100.00% | 82.4 | 65.38% | +65.38% | +6.05% | -15.38% | -13.98% | 07:21 | 04:47 | 06:07 | 06:38 | 07:39 | 19:41 | 01:32 | 01:08 |
 | Boots of Speed | 26 | 100.00% | 80.4 | 65.38% | +65.38% | +20.33% | +1.29% | -9.85% | 04:22 | 01:00 | 03:24 | 04:14 | 05:20 | 07:52 | 01:56 | 01:25 |
 | Magic Stick | 25 | 96.15% | 78.4 | 64.00% | -36.00% | -30.67% | +2.67% | 5.57% | 05:26 | -01:29 | 02:16 | 06:57 | 08:15 | 11:47 | 05:59 | 04:25 |
 | Ring of Protection | 16 | 61.54% | 76.5 | 68.75% | +8.75% | -43.75% | +6.25% | 2.48% | 21:11 | -01:29 | 09:53 | 24:57 | 30:02 | 31:36 | 20:09 | 14:55 |
 | Aghanim's Shard | 8 | 30.77% | 74.5 | 75.00% | +13.89% | -25.00% | +25.00% | 16.57% | 24:45 | 20:15 | 21:20 | 23:03 | 24:21 | 34:14 | 03:01 | 02:14 |
 | Pipe of Insight | 3 | 11.54% | 72.5 | 100.00% | +39.13% | 0.00% | 0.00% | 0.00% | 23:12 | 15:07 | 15:07 | 21:36 | 32:52 | 32:52 | 17:45 | 13:08 |
 | Headdress | 3 | 11.54% | 70.6 | 100.00% | +39.13% | 0.00% | 0.00% | 0.00% | 21:52 | 13:27 | 13:27 | 19:46 | 32:22 | 32:22 | 18:55 | 14:00 |
 | Hood of Defiance | 3 | 11.54% | 68.6 | 100.00% | +39.13% | 0.00% | 0.00% | 0.00% | 10:57 | 09:33 | 09:33 | 11:12 | 12:07 | 12:07 | 02:34 | 01:54 |
 | Yasha | 5 | 19.23% | 66.7 | 80.00% | +18.10% | +20.00% | +20.00% | 0.00% | 26:59 | 21:29 | 21:29 | 27:49 | 29:05 | 29:24 | 07:36 | 05:37 |
 | Sange and Yasha | 5 | 19.23% | 64.7 | 80.00% | +18.10% | +20.00% | +20.00% | 0.00% | 27:19 | 22:01 | 22:01 | 28:17 | 29:21 | 29:47 | 07:20 | 05:25 |
 | Heaven's Halberd | 7 | 26.92% | 62.7 | 71.43% | +8.27% | -21.43% | -21.43% | 0.00% | 22:01 | 17:02 | 19:36 | 22:30 | 24:04 | 25:24 | 04:28 | 03:18 |
 | Aghanim's Scepter | 6 | 23.08% | 60.8 | 66.67% | +1.67% | -16.67% | -66.67% | -22.56% | 32:07 | 28:10 | 28:16 | 29:54 | 30:29 | 45:33 | 02:13 | 01:38 |
 | Armlet of Mordiggian | 9 | 34.62% | 58.8 | 55.56% | -15.03% | +44.44% | -5.56% | -9.97% | 13:15 | 10:05 | 10:21 | 11:33 | 15:22 | 20:42 | 05:01 | 03:42 |
 | Ring of Health | 4 | 15.38% | 56.9 | 75.00% | +11.36% | +25.00% | -75.00% | -13.76% | 20:16 | 04:40 | 04:40 | 09:18 | 11:56 | 55:09 | 07:16 | 05:22 |
 | Helm of Iron Will | 10 | 38.46% | 54.9 | 50.00% | -25.00% | +16.67% | 0.00% | -5.88% | 11:25 | 08:34 | 09:15 | 10:30 | 12:05 | 18:59 | 02:50 | 02:05 |
 | Crystalys | 4 | 15.38% | 52.9 | 50.00% | -18.18% | +50.00% | +50.00% | 0.00% | 32:46 | 29:28 | 29:28 | 30:43 | 31:29 | 39:24 | 02:01 | 01:29 |
 | Solar Crest | 1 | 3.85% | 51.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 3.85% | 49.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:38 | 42:38 | 42:38 | 42:38 | 42:38 | 42:38 | 00:00 | 00:00 |
 | Crown | 1 | 3.85% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:01 | 17:01 | 17:01 | 17:01 | 17:01 | 17:01 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 3.85% | 45.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:53 | 25:53 | 25:53 | 25:53 | 25:53 | 25:53 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 3.85% | 43.1 | 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 |
 | Blade Mail | 1 | 3.85% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:48 | 10:48 | 10:48 | 10:48 | 10:48 | 10:48 | 00:00 | 00:00 |
 | Radiance | 1 | 3.85% | 39.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:39 | 23:39 | 23:39 | 23:39 | 23:39 | 23:39 | 00:00 | 00:00 |
 | Fluffy Hat | 2 | 7.69% | 37.3 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 25:35 | 12:48 | 12:48 | 38:22 | 38:22 | 38:22 | 25:34 | 18:56 |
 | Force Staff | 2 | 7.69% | 35.3 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 26:08 | 13:54 | 13:54 | 38:22 | 38:22 | 38:22 | 24:28 | 18:07 |
 | Spirit Vessel | 2 | 7.69% | 33.3 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 12:24 | 09:40 | 09:40 | 15:07 | 15:07 | 15:07 | 05:27 | 04:02 |
 | Soul Ring | 2 | 7.69% | 31.4 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 23:42 | 17:36 | 17:36 | 29:47 | 29:47 | 29:47 | 12:11 | 09:01 |
 | Void Stone | 2 | 7.69% | 29.4 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 47:09 | 39:08 | 39:08 | 55:09 | 55:09 | 55:09 | 16:01 | 11:51 |
 | Medallion of Courage | 2 | 7.69% | 27.5 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 17:23 | 15:04 | 15:04 | 19:41 | 19:41 | 19:41 | 04:37 | 03:25 |
 | Urn of Shadows | 2 | 7.69% | 25.5 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 07:09 | 03:09 | 03:09 | 11:08 | 11:08 | 11:08 | 07:59 | 05:54 |
 | Blight Stone | 2 | 7.69% | 23.5 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 17:23 | 15:04 | 15:04 | 19:41 | 19:41 | 19:41 | 04:37 | 03:25 |
 | Daedalus | 3 | 11.54% | 21.6 | 33.33% | -36.24% | -33.33% | 0.00% | 0.00% | 36:08 | 33:45 | 33:45 | 35:08 | 39:31 | 39:31 | 05:46 | 04:16 |
 | Wind Lace | 3 | 11.54% | 19.6 | 33.33% | -36.24% | -33.33% | 0.00% | 0.00% | 12:54 | 09:20 | 09:20 | 12:20 | 17:01 | 17:01 | 07:41 | 05:41 |
 | Morbid Mask | 1 | 3.85% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:48 | 22:48 | 22:48 | 22:48 | 22:48 | 22:48 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 3.85% | 15.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:42 | 13:42 | 13:42 | 13:42 | 13:42 | 13:42 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 3.85% | 13.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:20 | 12:20 | 12:20 | 12:20 | 12:20 | 12:20 | 00:00 | 00:00 |
 | Nullifier | 1 | 3.85% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:17 | 45:17 | 45:17 | 45:17 | 45:17 | 45:17 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 3.85% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:47 | 10:47 | 10:47 | 10:47 | 10:47 | 10:47 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 3.85% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:48 | 22:48 | 22:48 | 22:48 | 22:48 | 22:48 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 3.85% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:06 | 19:06 | 19:06 | 19:06 | 19:06 | 19:06 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 3.85% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:09 | 55:09 | 55:09 | 55:09 | 55:09 | 55:09 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 3.85% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:03 | 43:03 | 43:03 | 43:03 | 43:03 | 43:03 | 00:00 | 00:00 |