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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 | |
 | Satanic | 4 | 23.53% | 100.0 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 34:13 | 26:36 | 26:36 | 33:35 | 35:53 | 40:46 | 09:17 | 06:52 |
 | Morbid Mask | 4 | 23.53% | 97.7 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 33:00 | 25:31 | 25:31 | 29:56 | 35:46 | 40:45 | 10:15 | 07:35 |
 | Bracer | 9 | 52.94% | 95.3 | 77.78% | +40.28% | +22.22% | +22.22% | 0.00% | 02:38 | -01:29 | 02:10 | 03:14 | 03:33 | 03:47 | 01:23 | 01:01 |
 | Helm of Iron Will | 11 | 64.71% | 93.0 | 72.73% | +39.40% | -39.40% | +27.27% | 32.00% | 11:29 | 07:56 | 09:56 | 11:12 | 12:01 | 15:03 | 02:05 | 01:32 |
 | Armlet of Mordiggian | 11 | 64.71% | 90.7 | 72.73% | +39.40% | +27.27% | -6.06% | -12.82% | 13:34 | 10:35 | 12:09 | 13:21 | 14:45 | 16:46 | 02:36 | 01:55 |
 | Sange | 6 | 35.29% | 88.4 | 83.33% | +37.88% | -33.33% | +16.67% | 12.15% | 15:26 | 11:46 | 12:52 | 15:40 | 16:59 | 18:58 | 04:07 | 03:02 |
 | Power Treads | 17 | 100.00% | 86.0 | 58.82% | +58.82% | -8.82% | +16.18% | 14.15% | 07:16 | 04:25 | 06:22 | 07:06 | 08:08 | 10:30 | 01:46 | 01:18 |
 | Boots of Speed | 17 | 100.00% | 83.7 | 58.82% | +58.82% | +16.18% | -8.82% | -13.39% | 04:33 | 02:07 | 03:34 | 04:31 | 05:26 | 06:38 | 01:52 | 01:22 |
 | Sange and Yasha | 5 | 29.41% | 81.4 | 80.00% | +30.00% | -80.00% | +20.00% | 10.03% | 21:28 | 15:59 | 15:59 | 20:03 | 25:57 | 26:22 | 09:58 | 07:22 |
 | Yasha | 5 | 29.41% | 79.1 | 80.00% | +30.00% | -80.00% | +20.00% | 10.22% | 21:09 | 15:42 | 15:42 | 20:03 | 25:29 | 26:06 | 09:47 | 07:14 |
 | Magic Stick | 16 | 94.12% | 76.7 | 56.25% | -43.75% | +18.75% | +18.75% | 0.00% | 01:32 | -01:30 | -01:29 | -01:29 | 01:05 | 12:37 | 02:34 | 01:54 |
 | Quelling Blade | 15 | 88.24% | 74.4 | 53.33% | -46.67% | +21.67% | -28.33% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Ring of Protection | 8 | 47.06% | 72.1 | 62.50% | +6.94% | +37.50% | -12.50% | -2.24% | 26:56 | 08:31 | 10:45 | 27:34 | 33:05 | 41:59 | 22:20 | 16:32 |
 | Blink Dagger | 8 | 47.06% | 69.8 | 62.50% | +6.94% | -62.50% | +37.50% | 11.49% | 25:42 | 20:36 | 20:56 | 22:11 | 29:38 | 32:22 | 08:42 | 06:26 |
 | Magic Wand | 13 | 76.47% | 67.4 | 53.85% | -21.15% | -20.52% | +12.82% | 3.44% | 08:50 | 02:11 | 03:14 | 08:10 | 12:56 | 20:40 | 09:42 | 07:11 |
 | Soul Ring | 2 | 11.76% | 65.1 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 10:14 | 09:06 | 09:06 | 11:21 | 11:21 | 11:21 | 02:15 | 01:40 |
 | Shadow Blade | 2 | 11.76% | 62.8 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 17:33 | 17:29 | 17:29 | 17:37 | 17:37 | 17:37 | 00:08 | 00:05 |
 | Black King Bar | 12 | 70.59% | 60.5 | 50.00% | -30.00% | -16.67% | +16.67% | 3.70% | 24:08 | 17:36 | 19:19 | 22:13 | 28:19 | 31:23 | 09:00 | 06:40 |
 | Aghanim's Shard | 7 | 41.18% | 58.1 | 57.14% | -2.86% | +42.86% | -7.14% | -7.33% | 27:38 | 20:01 | 20:19 | 24:03 | 27:08 | 42:43 | 06:49 | 05:02 |
 | Assault Cuirass | 6 | 35.29% | 55.8 | 50.00% | -13.64% | 0.00% | -50.00% | -6.26% | 33:49 | 27:23 | 28:30 | 33:22 | 36:29 | 42:19 | 07:59 | 05:54 |
 | Buckler | 6 | 35.29% | 53.5 | 50.00% | -13.64% | 0.00% | -50.00% | -6.00% | 32:43 | 24:54 | 27:34 | 32:50 | 35:54 | 42:00 | 08:20 | 06:10 |
 | Orb of Venom | 3 | 17.65% | 51.2 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 01:59 | 01:21 | 01:21 | 01:56 | 02:40 | 02:40 | 01:19 | 00:58 |
 | Daedalus | 1 | 5.88% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 00:00 | 00:00 |
 | Aether Lens | 1 | 5.88% | 46.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:18 | 22:18 | 22:18 | 22:18 | 22:18 | 22:18 | 00:00 | 00:00 |
 | Crystalys | 1 | 5.88% | 44.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:33 | 40:33 | 40:33 | 40:33 | 40:33 | 40:33 | 00:00 | 00:00 |
 | Nullifier | 1 | 5.88% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:44 | 50:44 | 50:44 | 50:44 | 50:44 | 50:44 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 5.88% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Swift Blink | 1 | 5.88% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:28 | 43:28 | 43:28 | 43:28 | 43:28 | 43:28 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 5.88% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:49 | 24:49 | 24:49 | 24:49 | 24:49 | 24:49 | 00:00 | 00:00 |
 | Void Stone | 1 | 5.88% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:26 | 21:26 | 21:26 | 21:26 | 21:26 | 21:26 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 5.88% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:52 | 41:52 | 41:52 | 41:52 | 41:52 | 41:52 | 00:00 | 00:00 |
 | Hand of Midas | 6 | 35.29% | 27.9 | 33.33% | -39.40% | +16.67% | -33.33% | -11.95% | 11:55 | 08:54 | 09:01 | 11:36 | 13:12 | 16:57 | 04:11 | 03:05 |
 | Orb of Corrosion | 2 | 11.76% | 25.6 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 05:34 | 04:03 | 04:03 | 07:04 | 07:04 | 07:04 | 03:01 | 02:14 |
 | Fluffy Hat | 2 | 11.76% | 23.3 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 04:50 | 03:24 | 03:24 | 06:16 | 06:16 | 06:16 | 02:52 | 02:07 |
 | Echo Sabre | 2 | 11.76% | 20.9 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 19:36 | 16:40 | 16:40 | 22:31 | 22:31 | 22:31 | 05:51 | 04:20 |
 | Aghanim's Scepter | 3 | 17.65% | 18.6 | 33.33% | -30.96% | +66.67% | 0.00% | 0.00% | 29:45 | 24:46 | 24:46 | 28:49 | 35:39 | 35:39 | 10:53 | 08:03 |
 | Heart of Tarrasque | 3 | 17.65% | 16.3 | 33.33% | -30.96% | +66.67% | 0.00% | 0.00% | 25:00 | 21:00 | 21:00 | 21:41 | 32:18 | 32:18 | 11:18 | 08:22 |
 | Blight Stone | 3 | 17.65% | 14.0 | 33.33% | -30.96% | -33.33% | 0.00% | 0.00% | 03:35 | 01:29 | 01:29 | 03:24 | 05:51 | 05:51 | 04:22 | 03:14 |
 | Hood of Defiance | 1 | 5.88% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:45 | 07:45 | 07:45 | 07:45 | 07:45 | 07:45 | 00:00 | 00:00 |
 | Wind Lace | 1 | 5.88% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:56 | 06:56 | 06:56 | 06:56 | 06:56 | 06:56 | 00:00 | 00:00 |
 | Ring of Health | 1 | 5.88% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:05 | 06:05 | 06:05 | 06:05 | 06:05 | 06:05 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 5.88% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:50 | 33:50 | 33:50 | 33:50 | 33:50 | 33:50 | 00:00 | 00:00 |
 | Skull Basher | 1 | 5.88% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 00:00 | 00:00 |