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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 | |
 | Wind Lace | 13 | 32.50% | 100.0 | 69.23% | +35.90% | -35.90% | +30.77% | 11.80% | 07:42 | 02:50 | 03:07 | 05:59 | 08:46 | 16:56 | 05:39 | 04:11 |
 | Aghanim's Scepter | 8 | 20.00% | 97.8 | 75.00% | +37.50% | -25.00% | +25.00% | 8.15% | 35:29 | 26:28 | 29:50 | 34:54 | 35:58 | 45:45 | 06:08 | 04:32 |
 | Refresher Orb | 32 | 80.00% | 95.6 | 53.13% | +40.63% | +21.87% | -3.13% | -5.51% | 26:39 | 21:32 | 23:20 | 25:07 | 27:52 | 39:17 | 04:32 | 03:21 |
 | Falcon Blade | 17 | 42.50% | 93.3 | 58.82% | +24.04% | +16.18% | -8.82% | -10.56% | 08:11 | 03:09 | 07:05 | 08:35 | 09:27 | 10:06 | 02:22 | 01:45 |
 | Fluffy Hat | 17 | 42.50% | 91.1 | 58.82% | +24.04% | +16.18% | -8.82% | -13.89% | 06:54 | 01:30 | 06:06 | 06:56 | 07:54 | 09:22 | 01:48 | 01:20 |
 | Ring of Health | 36 | 90.00% | 88.9 | 50.00% | +50.00% | -5.56% | -5.56% | 0.00% | 22:19 | 17:26 | 18:49 | 20:54 | 23:53 | 40:53 | 05:04 | 03:45 |
 | Void Stone | 36 | 90.00% | 86.7 | 50.00% | +50.00% | -16.67% | -5.56% | 2.37% | 22:11 | 15:07 | 18:50 | 20:54 | 23:31 | 40:54 | 04:41 | 03:28 |
 | Eye of Skadi | 3 | 7.50% | 84.4 | 100.00% | +59.46% | 0.00% | 0.00% | 0.00% | 33:55 | 30:10 | 30:10 | 30:24 | 41:10 | 41:10 | 11:00 | 08:08 |
 | Magic Wand | 37 | 92.50% | 82.2 | 48.65% | +48.65% | +18.02% | +6.91% | -1.95% | 04:13 | -01:29 | 00:53 | 04:27 | 06:34 | 17:32 | 05:41 | 04:12 |
 | Power Treads | 40 | 100.00% | 80.0 | 45.00% | +45.00% | +25.00% | +5.00% | -9.45% | 07:05 | 04:57 | 05:54 | 06:54 | 08:01 | 11:02 | 02:07 | 01:34 |
 | Black King Bar | 40 | 100.00% | 77.8 | 45.00% | +45.00% | -5.00% | -5.00% | 0.00% | 16:34 | 13:27 | 15:51 | 16:35 | 17:02 | 23:24 | 01:11 | 00:52 |
 | Boots of Speed | 40 | 100.00% | 75.6 | 45.00% | +45.00% | +5.00% | -15.00% | -14.63% | 03:00 | 01:16 | 02:12 | 02:51 | 03:34 | 06:11 | 01:22 | 01:00 |
 | Morbid Mask | 10 | 25.00% | 73.3 | 60.00% | +20.00% | +40.00% | -60.00% | -8.26% | 36:32 | 27:24 | 30:32 | 36:32 | 42:38 | 44:23 | 12:06 | 08:57 |
 | Assault Cuirass | 13 | 32.50% | 71.1 | 53.85% | +13.11% | -20.52% | -53.85% | -3.35% | 32:57 | 19:34 | 25:42 | 31:13 | 35:39 | 50:22 | 09:57 | 07:22 |
 | Linken's Sphere | 6 | 15.00% | 68.9 | 66.67% | +25.49% | -16.67% | +33.33% | 5.66% | 26:17 | 21:34 | 22:19 | 23:17 | 31:09 | 35:11 | 08:50 | 06:32 |
 | Ring of Protection | 14 | 35.00% | 66.7 | 50.00% | +7.69% | 0.00% | -50.00% | -4.69% | 31:15 | 18:58 | 24:34 | 28:40 | 35:13 | 50:02 | 10:39 | 07:53 |
 | Buckler | 14 | 35.00% | 64.4 | 50.00% | +7.69% | 0.00% | -50.00% | -4.69% | 31:15 | 18:59 | 24:34 | 28:41 | 35:13 | 50:02 | 10:39 | 07:53 |
 | Magic Stick | 33 | 82.50% | 62.2 | 39.39% | -32.04% | -1.89% | +23.11% | 10.71% | 01:55 | -01:29 | -01:29 | 02:09 | 03:49 | 09:21 | 05:18 | 03:55 |
 | Satanic | 9 | 22.50% | 60.0 | 55.56% | +13.62% | +44.44% | -55.56% | -9.68% | 38:01 | 29:17 | 32:21 | 37:22 | 42:41 | 44:40 | 10:20 | 07:39 |
 | Blink Dagger | 4 | 10.00% | 57.8 | 75.00% | +33.33% | +25.00% | +25.00% | 0.00% | 38:00 | 33:41 | 33:41 | 36:48 | 38:49 | 42:40 | 05:08 | 03:48 |
 | Heaven's Halberd | 2 | 5.00% | 55.6 | 100.00% | +57.89% | 0.00% | 0.00% | 0.00% | 35:56 | 24:14 | 24:14 | 47:37 | 47:37 | 47:37 | 23:23 | 17:19 |
 | Sange | 5 | 12.50% | 53.3 | 60.00% | +17.14% | +40.00% | +40.00% | 0.00% | 30:09 | 21:07 | 21:07 | 29:39 | 29:48 | 43:32 | 08:41 | 06:25 |
 | Wraith Band | 12 | 30.00% | 51.1 | 41.67% | -4.76% | +25.00% | +25.00% | 0.00% | 04:49 | 01:38 | 01:46 | 02:12 | 06:36 | 16:38 | 04:50 | 03:34 |
 | Quelling Blade | 12 | 30.00% | 48.9 | 41.67% | -4.76% | +58.33% | -8.34% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Aghanim's Shard | 3 | 7.50% | 46.7 | 66.67% | +23.43% | -66.67% | 0.00% | 0.00% | 38:24 | 33:48 | 33:48 | 33:54 | 47:31 | 47:31 | 13:43 | 10:09 |
 | Bottle | 13 | 32.50% | 44.4 | 30.77% | -21.08% | -30.77% | +2.56% | 33.33% | 01:19 | 00:16 | 01:14 | 01:16 | 01:33 | 01:46 | 00:19 | 00:14 |
 | Shiva's Guard | 4 | 10.00% | 42.2 | 50.00% | +5.56% | -50.00% | +50.00% | 0.00% | 36:10 | 32:44 | 32:44 | 32:58 | 36:53 | 42:03 | 04:09 | 03:04 |
 | Swift Blink | 1 | 2.50% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:23 | 43:23 | 43:23 | 43:23 | 43:23 | 43:23 | 00:00 | 00:00 |
 | Butterfly | 1 | 2.50% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:37 | 32:37 | 32:37 | 32:37 | 32:37 | 32:37 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.50% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 2.50% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:49 | 11:49 | 11:49 | 11:49 | 11:49 | 11:49 | 00:00 | 00:00 |
 | Ring of Basilius | 6 | 15.00% | 31.1 | 33.33% | -13.73% | +16.67% | +66.67% | 16.57% | 06:05 | 03:26 | 04:19 | 05:53 | 07:20 | 08:18 | 03:01 | 02:14 |
 | Aeon Disk | 2 | 5.00% | 28.9 | 50.00% | +5.26% | -50.00% | 0.00% | 0.00% | 34:09 | 31:41 | 31:41 | 36:36 | 36:36 | 36:36 | 04:55 | 03:38 |
 | Mjollnir | 2 | 5.00% | 26.7 | 50.00% | +5.26% | -50.00% | 0.00% | 0.00% | 28:46 | 24:52 | 24:52 | 32:40 | 32:40 | 32:40 | 07:48 | 05:46 |
 | Helm of Iron Will | 2 | 5.00% | 24.4 | 50.00% | +5.26% | +50.00% | 0.00% | 0.00% | 37:48 | 37:12 | 37:12 | 38:23 | 38:23 | 38:23 | 01:11 | 00:52 |
 | Maelstrom | 2 | 5.00% | 22.2 | 50.00% | +5.26% | +50.00% | 0.00% | 0.00% | 15:59 | 11:11 | 11:11 | 20:46 | 20:46 | 20:46 | 09:35 | 07:05 |
 | Sange and Yasha | 3 | 7.50% | 20.0 | 33.33% | -12.62% | +66.67% | 0.00% | 0.00% | 29:06 | 26:58 | 26:58 | 30:09 | 30:11 | 30:11 | 03:13 | 02:22 |
 | Javelin | 3 | 7.50% | 17.8 | 33.33% | -12.62% | +66.67% | 0.00% | 0.00% | 25:15 | 10:35 | 10:35 | 20:46 | 44:24 | 44:24 | 33:49 | 25:02 |
 | Yasha | 3 | 7.50% | 15.6 | 33.33% | -12.62% | +66.67% | 0.00% | 0.00% | 26:00 | 24:22 | 24:22 | 26:21 | 27:18 | 27:18 | 02:56 | 02:10 |
 | Monkey King Bar | 1 | 2.50% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:57 | 46:57 | 46:57 | 46:57 | 46:57 | 46:57 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.50% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:44 | 46:44 | 46:44 | 46:44 | 46:44 | 46:44 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.50% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:54 | 52:54 | 52:54 | 52:54 | 52:54 | 52:54 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 2.50% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:44 | 45:44 | 45:44 | 45:44 | 45:44 | 45:44 | 00:00 | 00:00 |
 | Skull Basher | 1 | 2.50% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:55 | 42:55 | 42:55 | 42:55 | 42:55 | 42:55 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 2.50% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:03 | 14:03 | 14:03 | 14:03 | 14:03 | 14:03 | 00:00 | 00:00 |