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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 | |
 | Eye of Skadi | 15 | 38.46% | 100.0 | 73.33% | +35.83% | -23.33% | +1.67% | 3.30% | 33:29 | 23:54 | 27:33 | 30:15 | 35:07 | 52:56 | 07:34 | 05:36 |
 | Skull Basher | 19 | 48.72% | 97.9 | 68.42% | +33.42% | +11.58% | +11.58% | 0.00% | 29:48 | 22:03 | 24:51 | 27:26 | 31:24 | 43:59 | 06:33 | 04:51 |
 | Abyssal Blade | 19 | 48.72% | 95.8 | 68.42% | +33.42% | +31.58% | -8.42% | -5.36% | 32:26 | 24:26 | 26:28 | 32:31 | 33:56 | 45:40 | 07:28 | 05:31 |
 | Mage Slayer | 4 | 10.26% | 93.8 | 100.00% | +54.29% | 0.00% | 0.00% | 0.00% | 43:50 | 35:45 | 35:45 | 37:10 | 46:00 | 56:24 | 10:15 | 07:35 |
 | Bloodthorn | 4 | 10.26% | 91.7 | 100.00% | +54.29% | 0.00% | 0.00% | 0.00% | 44:54 | 38:11 | 38:11 | 42:21 | 46:21 | 52:41 | 08:10 | 06:02 |
 | Black King Bar | 14 | 35.90% | 89.6 | 71.43% | +31.43% | +3.57% | -4.76% | -0.81% | 36:00 | 24:26 | 30:52 | 33:24 | 41:10 | 47:48 | 10:18 | 07:37 |
 | Butterfly | 14 | 35.90% | 87.5 | 71.43% | +31.43% | -46.43% | +28.57% | 11.63% | 33:47 | 26:02 | 28:16 | 30:20 | 34:43 | 57:49 | 06:27 | 04:46 |
 | Vanguard | 28 | 71.79% | 85.4 | 60.71% | +33.44% | +10.72% | -17.85% | -1.30% | 16:27 | 05:28 | 06:24 | 07:36 | 28:23 | 41:18 | 21:59 | 16:17 |
 | Void Stone | 25 | 64.10% | 83.3 | 60.00% | +24.29% | +6.67% | -43.33% | -16.30% | 13:46 | 09:06 | 12:17 | 13:27 | 15:21 | 17:00 | 03:04 | 02:16 |
 | Wraith Band | 28 | 71.79% | 81.3 | 57.14% | +20.78% | -14.28% | 0.00% | 4.58% | 06:29 | 01:05 | 01:41 | 02:22 | 04:48 | 26:28 | 03:07 | 02:18 |
 | Ring of Health | 35 | 89.74% | 79.2 | 54.29% | +29.29% | -9.85% | +1.27% | 9.02% | 05:23 | 01:40 | 02:56 | 03:25 | 04:10 | 34:03 | 01:14 | 00:54 |
 | Boots of Speed | 39 | 100.00% | 77.1 | 51.28% | +51.28% | -11.28% | +8.72% | 5.77% | 07:50 | 02:38 | 05:37 | 07:47 | 09:05 | 17:06 | 03:28 | 02:34 |
 | Quelling Blade | 39 | 100.00% | 75.0 | 51.28% | +51.28% | +18.72% | -11.28% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Power Treads | 39 | 100.00% | 72.9 | 51.28% | +51.28% | -11.28% | +8.72% | 8.16% | 10:14 | 06:13 | 08:37 | 09:19 | 11:04 | 18:20 | 02:27 | 01:48 |
 | Yasha | 37 | 94.87% | 70.8 | 51.35% | +1.35% | +4.21% | -18.02% | -8.44% | 19:03 | 15:07 | 17:49 | 18:53 | 20:27 | 23:17 | 02:38 | 01:57 |
 | Manta Style | 35 | 89.74% | 68.8 | 51.43% | +1.43% | +4.13% | -18.10% | -9.67% | 21:53 | 18:35 | 20:48 | 21:36 | 23:06 | 24:42 | 02:18 | 01:42 |
 | Orchid Malevolence | 3 | 7.69% | 66.7 | 100.00% | +52.78% | 0.00% | 0.00% | 0.00% | 39:53 | 36:02 | 36:02 | 38:50 | 44:47 | 44:47 | 08:45 | 06:28 |
 | Battle Fury | 32 | 82.05% | 64.6 | 50.00% | -7.14% | 0.00% | -37.50% | -13.16% | 14:58 | 11:34 | 13:31 | 14:46 | 16:22 | 19:41 | 02:51 | 02:06 |
 | Assault Cuirass | 2 | 5.13% | 62.5 | 100.00% | +51.35% | 0.00% | 0.00% | 0.00% | 41:32 | 35:29 | 35:29 | 47:35 | 47:35 | 47:35 | 12:06 | 08:57 |
 | Orb of Corrosion | 2 | 5.13% | 60.4 | 100.00% | +51.35% | 0.00% | 0.00% | 0.00% | 09:18 | 03:59 | 03:59 | 14:36 | 14:36 | 14:36 | 10:37 | 07:51 |
 | Blight Stone | 2 | 5.13% | 58.3 | 100.00% | +51.35% | 0.00% | 0.00% | 0.00% | 08:38 | 02:39 | 02:39 | 14:36 | 14:36 | 14:36 | 11:57 | 08:51 |
 | Buckler | 2 | 5.13% | 56.3 | 100.00% | +51.35% | 0.00% | 0.00% | 0.00% | 41:04 | 34:49 | 34:49 | 47:19 | 47:19 | 47:19 | 12:30 | 09:15 |
 | Fluffy Hat | 2 | 5.13% | 54.2 | 100.00% | +51.35% | 0.00% | 0.00% | 0.00% | 08:40 | 02:44 | 02:44 | 14:36 | 14:36 | 14:36 | 11:52 | 08:47 |
 | Ring of Protection | 2 | 5.13% | 52.1 | 100.00% | +51.35% | 0.00% | 0.00% | 0.00% | 41:04 | 34:49 | 34:49 | 47:19 | 47:19 | 47:19 | 12:30 | 09:15 |
 | Magic Stick | 17 | 43.59% | 50.0 | 41.18% | -17.91% | +8.82% | +33.82% | 2.01% | 05:08 | -01:29 | -01:29 | -01:25 | 13:54 | 20:15 | 15:23 | 11:23 |
 | Moon Shard | 5 | 12.82% | 47.9 | 60.00% | +10.00% | -60.00% | +40.00% | 3.80% | 44:17 | 25:24 | 25:24 | 51:10 | 51:42 | 53:08 | 26:18 | 19:28 |
 | Aghanim's Scepter | 5 | 12.82% | 45.8 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 35:12 | 26:02 | 26:02 | 29:51 | 31:03 | 1:02:23 | 05:01 | 03:42 |
 | Orb of Venom | 3 | 7.69% | 43.8 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 03:53 | -01:29 | -01:29 | -01:29 | 14:36 | 14:36 | 16:05 | 11:54 |
 | Diffusal Blade | 3 | 7.69% | 41.7 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 16:56 | 15:24 | 15:24 | 15:25 | 20:00 | 20:00 | 04:36 | 03:24 |
 | Javelin | 3 | 7.69% | 39.6 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 42:01 | 35:43 | 35:43 | 41:43 | 48:38 | 48:38 | 12:55 | 09:34 |
 | Monkey King Bar | 3 | 7.69% | 37.5 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 42:21 | 36:16 | 36:16 | 41:56 | 48:50 | 48:50 | 12:34 | 09:18 |
 | Sange | 4 | 10.26% | 35.4 | 50.00% | -1.43% | +50.00% | -50.00% | 0.00% | 23:12 | 19:58 | 19:58 | 22:50 | 24:52 | 25:06 | 04:54 | 03:37 |
 | Radiance | 4 | 10.26% | 33.3 | 50.00% | -1.43% | +50.00% | -50.00% | 0.00% | 18:22 | 16:54 | 16:54 | 17:21 | 19:25 | 19:46 | 02:31 | 01:51 |
 | Linken's Sphere | 4 | 10.26% | 31.3 | 50.00% | -1.43% | -50.00% | +50.00% | 0.00% | 38:55 | 24:30 | 24:30 | 39:43 | 41:50 | 49:35 | 17:20 | 12:50 |
 | Sange and Yasha | 1 | 2.56% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:58 | 19:58 | 19:58 | 19:58 | 19:58 | 19:58 | 00:00 | 00:00 |
 | Disperser | 1 | 2.56% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:54 | 59:54 | 59:54 | 59:54 | 59:54 | 59:54 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 2.56% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:26 | 55:26 | 55:26 | 55:26 | 55:26 | 55:26 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.56% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 2.56% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:32 | 60:32 | 60:32 | 60:32 | 60:32 | 60:32 | 00:00 | 00:00 |
 | Satanic | 1 | 2.56% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.56% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:23 | 1:02:23 | 1:02:23 | 1:02:23 | 1:02:23 | 1:02:23 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.56% | 14.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:04 | 25:04 | 25:04 | 25:04 | 25:04 | 25:04 | 00:00 | 00:00 |
 | Magic Wand | 10 | 25.64% | 12.5 | 30.00% | -28.62% | -30.00% | -30.00% | 0.00% | 14:33 | 04:30 | 09:55 | 14:52 | 18:11 | 20:40 | 08:16 | 06:07 |
 | Cornucopia | 8 | 20.51% | 10.4 | 25.00% | -33.06% | +25.00% | +25.00% | 0.00% | 13:45 | 03:52 | 04:33 | 11:04 | 14:26 | 38:50 | 09:53 | 07:19 |
 | Heaven's Halberd | 3 | 7.69% | 8.3 | 33.33% | -19.45% | -33.33% | 0.00% | 0.00% | 26:08 | 25:51 | 25:51 | 25:57 | 26:37 | 26:37 | 00:46 | 00:34 |
 | Crystalys | 1 | 2.56% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:24 | 42:24 | 42:24 | 42:24 | 42:24 | 42:24 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 2.56% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 00:00 | 00:00 |
 | Silver Edge | 1 | 2.56% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 00:00 | 00:00 |