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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 | |
 | Helm of Iron Will | 5 | 11.11% | 100.0 | 100.00% | +52.50% | 0.00% | 0.00% | 0.00% | 41:37 | 29:57 | 29:57 | 39:06 | 50:45 | 53:52 | 20:48 | 15:24 |
 | Nullifier | 5 | 11.11% | 97.5 | 100.00% | +52.50% | 0.00% | 0.00% | 0.00% | 42:26 | 31:12 | 31:12 | 39:20 | 51:00 | 54:50 | 19:48 | 14:40 |
 | Daedalus | 22 | 48.89% | 95.0 | 72.73% | +37.95% | +10.60% | +7.27% | -0.63% | 30:11 | 23:38 | 27:36 | 30:11 | 32:52 | 37:23 | 05:16 | 03:54 |
 | Swift Blink | 19 | 42.22% | 92.5 | 73.68% | +35.22% | +26.32% | -13.68% | -4.67% | 38:40 | 31:01 | 34:15 | 39:07 | 42:49 | 46:36 | 08:34 | 06:20 |
 | Crystalys | 32 | 71.11% | 90.0 | 65.63% | +42.55% | -3.13% | +9.37% | 3.28% | 27:45 | 17:56 | 25:00 | 26:48 | 28:49 | 48:11 | 03:49 | 02:49 |
 | Force Staff | 24 | 53.33% | 87.5 | 66.67% | +28.57% | 0.00% | 0.00% | 0.00% | 28:48 | 21:09 | 24:31 | 27:16 | 33:28 | 37:47 | 08:57 | 06:37 |
 | Fluffy Hat | 24 | 53.33% | 85.0 | 66.67% | +28.57% | 0.00% | 0.00% | 0.00% | 28:45 | 21:09 | 24:31 | 27:16 | 33:28 | 37:47 | 08:57 | 06:37 |
 | Hurricane Pike | 24 | 53.33% | 82.5 | 66.67% | +28.57% | 0.00% | 0.00% | 0.00% | 29:24 | 22:02 | 24:53 | 28:50 | 33:49 | 37:48 | 08:56 | 06:37 |
 | Quelling Blade | 24 | 53.33% | 80.0 | 62.50% | +19.64% | -29.17% | +4.17% | 0.00% | -00:56 | -01:30 | -01:29 | -01:29 | -01:29 | 06:41 | 00:00 | 00:00 |
 | Black King Bar | 43 | 95.56% | 77.5 | 55.81% | +55.81% | -10.36% | -1.26% | 2.87% | 23:19 | 19:29 | 21:32 | 22:38 | 24:42 | 32:53 | 03:10 | 02:20 |
 | Blink Dagger | 41 | 91.11% | 75.0 | 56.10% | +31.10% | -6.10% | -26.10% | -2.74% | 19:07 | 08:50 | 13:41 | 17:22 | 20:59 | 41:05 | 07:18 | 05:24 |
 | Boots of Speed | 45 | 100.00% | 72.5 | 53.33% | +53.33% | +1.22% | -7.88% | -4.37% | 03:42 | 01:39 | 02:36 | 03:57 | 04:41 | 06:04 | 02:05 | 01:32 |
 | Blight Stone | 45 | 100.00% | 70.0 | 53.33% | +53.33% | -7.88% | -7.88% | 0.00% | 07:17 | 01:06 | 03:01 | 06:26 | 10:38 | 16:16 | 07:37 | 05:38 |
 | Power Treads | 45 | 100.00% | 67.5 | 53.33% | +53.33% | -16.97% | +1.22% | 13.82% | 06:13 | 04:43 | 05:29 | 06:10 | 06:48 | 08:20 | 01:19 | 00:58 |
 | Aghanim's Shard | 30 | 66.67% | 65.0 | 56.67% | +10.00% | +18.33% | -28.10% | -7.96% | 20:30 | 15:00 | 17:31 | 19:04 | 23:21 | 29:28 | 05:50 | 04:19 |
 | Magic Stick | 30 | 66.67% | 62.5 | 56.67% | +10.00% | +5.83% | +14.76% | 4.96% | 01:25 | -01:29 | -01:29 | -01:29 | 03:17 | 14:13 | 04:46 | 03:31 |
 | Magic Wand | 35 | 77.78% | 60.0 | 54.29% | +4.29% | +12.38% | -9.85% | -3.42% | 05:32 | -01:29 | 01:11 | 06:04 | 07:41 | 28:44 | 06:30 | 04:48 |
 | Desolator | 42 | 93.33% | 57.5 | 52.38% | -14.29% | +11.26% | -2.38% | -5.35% | 15:55 | 11:00 | 14:32 | 15:29 | 17:05 | 21:22 | 02:33 | 01:53 |
 | Dragon Lance | 42 | 93.33% | 55.0 | 52.38% | -14.29% | +2.17% | -2.38% | -2.81% | 11:59 | 08:29 | 09:58 | 10:46 | 11:35 | 37:47 | 01:37 | 01:11 |
 | Bottle | 13 | 28.89% | 52.5 | 61.54% | +11.54% | -61.54% | +38.46% | 100.00% | 01:31 | 01:00 | 01:15 | 01:33 | 01:37 | 02:08 | 00:22 | 00:16 |
 | Ring of Basilius | 11 | 24.44% | 50.0 | 54.55% | +1.61% | +12.12% | +12.12% | 0.00% | 06:38 | 03:56 | 06:11 | 06:37 | 06:57 | 09:02 | 00:46 | 00:34 |
 | Scythe of Vyse | 2 | 4.44% | 47.5 | 100.00% | +48.84% | 0.00% | 0.00% | 0.00% | 35:05 | 29:11 | 29:11 | 40:58 | 40:58 | 40:58 | 11:47 | 08:43 |
 | Silver Edge | 5 | 11.11% | 45.0 | 60.00% | +7.50% | +40.00% | +40.00% | 0.00% | 35:39 | 28:27 | 28:27 | 29:47 | 35:41 | 54:37 | 07:14 | 05:21 |
 | Shadow Blade | 5 | 11.11% | 42.5 | 60.00% | +7.50% | +40.00% | +40.00% | 0.00% | 34:58 | 27:48 | 27:48 | 29:24 | 35:41 | 52:54 | 07:53 | 05:50 |
 | Monkey King Bar | 12 | 26.67% | 40.0 | 41.67% | -15.91% | +25.00% | -8.34% | -6.14% | 33:19 | 22:18 | 30:25 | 33:45 | 35:51 | 41:13 | 05:26 | 04:01 |
 | Javelin | 13 | 28.89% | 37.5 | 38.46% | -20.92% | +28.21% | -5.13% | -3.85% | 31:56 | 19:15 | 26:41 | 33:14 | 35:20 | 40:54 | 08:39 | 06:24 |
 | Moon Shard | 3 | 6.67% | 35.0 | 66.67% | +14.29% | -66.67% | 0.00% | 0.00% | 50:59 | 46:12 | 46:12 | 51:18 | 55:26 | 55:26 | 09:14 | 06:50 |
 | Wraith Band | 11 | 24.44% | 32.5 | 36.36% | -22.46% | -36.36% | -3.03% | 0.00% | 02:10 | 01:19 | 01:33 | 02:02 | 02:20 | 04:19 | 00:47 | 00:34 |
 | Aghanim's Blessing | 1 | 2.22% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:24 | 41:24 | 41:24 | 41:24 | 41:24 | 41:24 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 2.22% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:35 | 40:35 | 40:35 | 40:35 | 40:35 | 40:35 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 2.22% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:29 | 56:29 | 56:29 | 56:29 | 56:29 | 56:29 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 2.22% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:06 | 60:06 | 60:06 | 60:06 | 60:06 | 60:06 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 2.22% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:08 | 32:08 | 32:08 | 32:08 | 32:08 | 32:08 | 00:00 | 00:00 |
 | Wind Lace | 1 | 2.22% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:47 | 08:47 | 08:47 | 08:47 | 08:47 | 08:47 | 00:00 | 00:00 |
 | Void Stone | 5 | 11.11% | 15.0 | 40.00% | -15.00% | -40.00% | +60.00% | 0.00% | 29:52 | 20:17 | 20:17 | 29:11 | 33:22 | 40:58 | 13:05 | 09:41 |
 | Butterfly | 2 | 4.44% | 12.5 | 50.00% | -3.49% | +50.00% | 0.00% | 0.00% | 43:59 | 39:56 | 39:56 | 48:01 | 48:01 | 48:01 | 08:05 | 05:59 |
 | Ghost Scepter | 2 | 4.44% | 10.0 | 50.00% | -3.49% | +50.00% | 0.00% | 0.00% | 36:03 | 35:38 | 35:38 | 36:28 | 36:28 | 36:28 | 00:50 | 00:37 |
 | Linken's Sphere | 3 | 6.67% | 7.5 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 26:33 | 20:46 | 20:46 | 25:31 | 33:22 | 33:22 | 12:36 | 09:20 |
 | Ring of Health | 3 | 6.67% | 5.0 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 26:27 | 20:44 | 20:44 | 25:20 | 33:18 | 33:18 | 12:34 | 09:18 |
 | Divine Rapier | 2 | 4.44% | 2.5 | 0.00% | -55.81% | 0.00% | 0.00% | 0.00% | 40:59 | 34:47 | 34:47 | 47:10 | 47:10 | 47:10 | 12:23 | 09:10 |