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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 | |
 | Sange and Yasha | 25 | 69.44% | 100.0 | 60.00% | +32.73% | -10.00% | -43.33% | -9.52% | 21:42 | 17:46 | 19:21 | 20:48 | 22:51 | 29:55 | 03:30 | 02:35 |
 | Sange | 26 | 72.22% | 97.6 | 57.69% | +27.69% | +13.74% | -24.36% | -14.47% | 19:54 | 14:34 | 18:19 | 19:39 | 20:57 | 29:35 | 02:38 | 01:57 |
 | Yasha | 26 | 72.22% | 95.1 | 57.69% | +27.69% | -0.55% | -41.02% | -6.65% | 19:46 | 13:52 | 16:33 | 18:31 | 22:38 | 29:03 | 06:05 | 04:30 |
 | Orb of Venom | 14 | 38.89% | 92.7 | 64.29% | +23.38% | -14.29% | +2.38% | 3.43% | 03:08 | -01:29 | 01:00 | 02:40 | 05:52 | 07:13 | 04:52 | 03:36 |
 | Magic Wand | 32 | 88.89% | 90.2 | 53.13% | +28.13% | +9.37% | -15.63% | -6.98% | 05:33 | 00:58 | 02:37 | 04:07 | 06:12 | 17:12 | 03:35 | 02:39 |
 | Power Treads | 35 | 97.22% | 87.8 | 51.43% | +51.43% | -6.99% | +15.24% | 14.34% | 07:14 | 04:19 | 05:56 | 06:51 | 07:29 | 12:59 | 01:33 | 01:08 |
 | Quelling Blade | 36 | 100.00% | 85.4 | 50.00% | +50.00% | +16.67% | +16.67% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:04 | 00:00 | 00:00 |
 | Boots of Speed | 36 | 100.00% | 82.9 | 50.00% | +50.00% | +16.67% | -5.56% | -11.80% | 03:30 | 01:02 | 02:25 | 03:08 | 04:18 | 07:20 | 01:53 | 01:23 |
 | Magic Stick | 34 | 94.44% | 80.5 | 50.00% | 0.00% | -5.56% | 0.00% | 5.56% | 01:49 | -01:29 | -01:29 | 01:08 | 02:24 | 17:10 | 03:53 | 02:52 |
 | Diffusal Blade | 20 | 55.56% | 78.0 | 55.00% | +11.25% | +25.00% | -55.00% | -32.43% | 14:19 | 10:36 | 12:30 | 14:23 | 14:58 | 18:56 | 02:28 | 01:49 |
 | Blight Stone | 9 | 25.00% | 75.6 | 66.67% | +22.23% | +33.33% | +33.33% | 0.00% | 04:42 | 02:48 | 02:51 | 03:42 | 06:35 | 07:28 | 03:44 | 02:45 |
 | Orb of Corrosion | 9 | 25.00% | 73.2 | 66.67% | +22.23% | +33.33% | +33.33% | 0.00% | 05:38 | 03:00 | 03:51 | 04:37 | 07:34 | 08:14 | 03:43 | 02:45 |
 | Fluffy Hat | 9 | 25.00% | 70.7 | 66.67% | +22.23% | +33.33% | +33.33% | 0.00% | 04:58 | 02:51 | 02:52 | 03:57 | 07:08 | 07:49 | 04:16 | 03:09 |
 | Black King Bar | 21 | 58.33% | 68.3 | 47.62% | -5.71% | -27.62% | +12.38% | 5.48% | 27:12 | 18:38 | 22:57 | 26:26 | 30:15 | 41:58 | 07:18 | 05:24 |
 | Eye of Skadi | 17 | 47.22% | 65.9 | 47.06% | -5.57% | +2.94% | -22.06% | -2.92% | 30:52 | 20:48 | 26:22 | 31:04 | 34:56 | 39:32 | 08:34 | 06:20 |
 | Wraith Band | 12 | 33.33% | 63.4 | 50.00% | 0.00% | +16.67% | -16.67% | -10.15% | 04:03 | 01:40 | 02:08 | 02:25 | 05:25 | 08:44 | 03:17 | 02:25 |
 | Echo Sabre | 21 | 58.33% | 61.0 | 38.10% | -28.57% | -38.10% | +21.90% | 26.67% | 13:00 | 09:53 | 11:34 | 12:02 | 13:49 | 18:37 | 02:15 | 01:40 |
 | Skull Basher | 6 | 16.67% | 58.5 | 50.00% | 0.00% | +50.00% | -50.00% | -10.02% | 28:18 | 23:07 | 23:09 | 24:28 | 33:08 | 34:29 | 09:59 | 07:23 |
 | Aghanim's Shard | 13 | 36.11% | 56.1 | 30.77% | -30.10% | +2.56% | -30.77% | -4.24% | 31:25 | 22:54 | 25:15 | 29:57 | 33:07 | 46:54 | 07:52 | 05:49 |
 | Aghanim's Scepter | 4 | 11.11% | 53.7 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 21:17 | 17:47 | 17:47 | 18:55 | 24:12 | 24:14 | 06:25 | 04:45 |
 | Bottle | 1 | 2.78% | 51.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:47 | 01:47 | 01:47 | 01:47 | 01:47 | 01:47 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.78% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:59 | 30:59 | 30:59 | 30:59 | 30:59 | 30:59 | 00:00 | 00:00 |
 | Satanic | 1 | 2.78% | 46.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:10 | 31:10 | 31:10 | 31:10 | 31:10 | 31:10 | 00:00 | 00:00 |
 | Abyssal Blade | 2 | 5.56% | 43.9 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 39:12 | 37:36 | 37:36 | 40:48 | 40:48 | 40:48 | 03:12 | 02:22 |
 | Wind Lace | 2 | 5.56% | 41.5 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 07:19 | 06:53 | 06:53 | 07:45 | 07:45 | 07:45 | 00:52 | 00:38 |
 | Blink Dagger | 2 | 5.56% | 39.0 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 23:36 | 16:21 | 16:21 | 30:51 | 30:51 | 30:51 | 14:30 | 10:44 |
 | Hand of Midas | 2 | 5.56% | 36.6 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 11:05 | 10:21 | 10:21 | 11:48 | 11:48 | 11:48 | 01:27 | 01:04 |
 | Monkey King Bar | 2 | 5.56% | 34.1 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 38:20 | 38:02 | 38:02 | 38:37 | 38:37 | 38:37 | 00:35 | 00:25 |
 | Ring of Health | 2 | 5.56% | 31.7 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 38:25 | 36:06 | 36:06 | 40:44 | 40:44 | 40:44 | 04:38 | 03:25 |
 | Javelin | 2 | 5.56% | 29.3 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 37:13 | 36:17 | 36:17 | 38:08 | 38:08 | 38:08 | 01:51 | 01:22 |
 | Vanguard | 2 | 5.56% | 26.8 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 38:27 | 36:07 | 36:07 | 40:46 | 40:46 | 40:46 | 04:39 | 03:26 |
 | Shadow Blade | 2 | 5.56% | 24.4 | 0.00% | -52.94% | 0.00% | 0.00% | 0.00% | 27:01 | 22:40 | 22:40 | 31:21 | 31:21 | 31:21 | 08:41 | 06:25 |
 | Butterfly | 1 | 2.78% | 22.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:14 | 35:14 | 35:14 | 35:14 | 35:14 | 35:14 | 00:00 | 00:00 |
 | Chainmail | 1 | 2.78% | 19.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:16 | 04:16 | 04:16 | 04:16 | 04:16 | 04:16 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 2.78% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:09 | 47:09 | 47:09 | 47:09 | 47:09 | 47:09 | 00:00 | 00:00 |
 | Buckler | 1 | 2.78% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:00 | 46:00 | 46:00 | 46:00 | 46:00 | 46:00 | 00:00 | 00:00 |
 | Nullifier | 1 | 2.78% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:49 | 39:49 | 39:49 | 39:49 | 39:49 | 39:49 | 00:00 | 00:00 |
 | Phase Boots | 1 | 2.78% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:22 | 06:22 | 06:22 | 06:22 | 06:22 | 06:22 | 00:00 | 00:00 |
 | Silver Edge | 1 | 2.78% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:24 | 38:24 | 38:24 | 38:24 | 38:24 | 38:24 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 2.78% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:00 | 46:00 | 46:00 | 46:00 | 46:00 | 46:00 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.78% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:04 | 39:04 | 39:04 | 39:04 | 39:04 | 39:04 | 00:00 | 00:00 |