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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 | |
 | Blink Dagger | 8 | 33.33% | 100.0 | 75.00% | +50.00% | +25.00% | -25.00% | -15.96% | 24:16 | 20:18 | 22:39 | 23:35 | 25:47 | 28:15 | 03:08 | 02:19 |
 | Wraith Band | 13 | 54.17% | 98.2 | 61.54% | +43.36% | -28.21% | -28.21% | 0.00% | 04:43 | 00:33 | 01:35 | 02:17 | 02:25 | 22:00 | 00:50 | 00:37 |
 | Octarine Core | 9 | 37.50% | 96.4 | 66.67% | +40.00% | +33.33% | -16.67% | -19.35% | 28:15 | 24:03 | 26:37 | 28:17 | 29:12 | 32:47 | 02:35 | 01:54 |
 | Aghanim's Scepter | 5 | 20.83% | 94.5 | 80.00% | +48.42% | +20.00% | +20.00% | 0.00% | 35:21 | 30:36 | 30:36 | 32:18 | 39:45 | 41:55 | 09:09 | 06:46 |
 | Overwhelming Blink | 5 | 20.83% | 92.7 | 80.00% | +48.42% | +20.00% | -80.00% | 0.00% | 44:32 | 34:12 | 34:12 | 45:55 | 46:47 | 59:05 | 12:35 | 09:19 |
 | Eye of Skadi | 5 | 20.83% | 90.9 | 80.00% | +48.42% | +20.00% | +20.00% | 0.00% | 30:33 | 22:00 | 22:00 | 30:18 | 34:48 | 38:16 | 12:48 | 09:28 |
 | Aether Lens | 10 | 41.67% | 89.1 | 60.00% | +31.43% | +40.00% | -60.00% | -30.00% | 25:47 | 22:30 | 24:08 | 25:16 | 27:28 | 29:44 | 03:20 | 02:28 |
 | Boots of Travel 2 | 6 | 25.00% | 87.3 | 66.67% | +33.34% | +33.33% | -66.67% | -7.32% | 45:11 | 35:22 | 38:55 | 39:38 | 52:35 | 1:02:00 | 13:40 | 10:07 |
 | Boots of Speed | 24 | 100.00% | 85.5 | 41.67% | +41.67% | -8.34% | -8.34% | 0.00% | 07:27 | -01:29 | 03:17 | 08:23 | 09:33 | 14:57 | 06:16 | 04:38 |
 | Hand of Midas | 24 | 100.00% | 83.6 | 41.67% | +41.67% | +25.00% | -25.00% | -20.69% | 09:05 | 06:55 | 07:47 | 08:47 | 10:12 | 14:09 | 02:25 | 01:47 |
 | Aghanim's Blessing | 4 | 16.67% | 81.8 | 75.00% | +40.00% | +25.00% | +25.00% | 0.00% | 44:23 | 39:17 | 39:17 | 40:46 | 41:26 | 56:01 | 02:09 | 01:35 |
 | Power Treads | 4 | 16.67% | 80.0 | 75.00% | +40.00% | +25.00% | +25.00% | 0.00% | 10:13 | 05:14 | 05:14 | 10:16 | 12:34 | 12:47 | 07:20 | 05:25 |
 | Crown | 15 | 62.50% | 78.2 | 46.67% | +13.34% | +3.33% | -21.67% | -11.36% | 16:49 | 04:45 | 15:28 | 16:40 | 17:40 | 24:07 | 02:12 | 01:37 |
 | Rod of Atos | 15 | 62.50% | 76.4 | 46.67% | +13.34% | +53.33% | -21.67% | -17.72% | 20:30 | 15:29 | 17:29 | 20:39 | 21:43 | 30:09 | 04:14 | 03:08 |
 | Void Stone | 12 | 50.00% | 74.5 | 50.00% | +16.67% | +16.67% | -50.00% | -21.17% | 25:35 | 08:40 | 22:30 | 24:50 | 25:39 | 42:07 | 03:09 | 02:20 |
 | Gleipnir | 16 | 66.67% | 72.7 | 43.75% | +6.25% | +56.25% | -18.75% | -18.99% | 22:53 | 16:40 | 18:46 | 20:41 | 22:43 | 42:18 | 03:57 | 02:55 |
 | Scythe of Vyse | 7 | 29.17% | 70.9 | 57.14% | +21.85% | -7.14% | -7.14% | 0.00% | 36:12 | 32:14 | 32:54 | 35:25 | 37:32 | 42:07 | 04:38 | 03:25 |
 | Javelin | 21 | 87.50% | 69.1 | 38.10% | -28.57% | +1.90% | -18.10% | -8.51% | 13:01 | 09:34 | 11:05 | 12:39 | 13:26 | 27:12 | 02:21 | 01:44 |
 | Maelstrom | 21 | 87.50% | 67.3 | 38.10% | -28.57% | +41.90% | -38.10% | -26.52% | 14:48 | 12:14 | 12:39 | 13:46 | 15:40 | 27:12 | 03:01 | 02:14 |
 | Boots of Travel | 15 | 62.50% | 65.5 | 33.33% | -22.23% | +16.67% | +16.67% | 0.00% | 32:26 | 19:13 | 22:41 | 33:46 | 38:42 | 43:19 | 16:01 | 11:51 |
 | Yasha | 11 | 45.83% | 63.6 | 36.36% | -9.79% | +30.31% | -36.36% | -14.65% | 19:24 | 13:44 | 15:15 | 16:57 | 19:48 | 32:19 | 04:33 | 03:22 |
 | Manta Style | 11 | 45.83% | 61.8 | 36.36% | -9.79% | +30.31% | -36.36% | -11.36% | 22:31 | 17:37 | 18:29 | 20:00 | 24:21 | 32:21 | 05:52 | 04:20 |
 | Dagon (level 2) | 1 | 4.17% | 60.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:49 | 55:49 | 55:49 | 55:49 | 55:49 | 55:49 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 4.17% | 58.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:08 | 36:08 | 36:08 | 36:08 | 36:08 | 36:08 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 4.17% | 58.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:08 | 36:08 | 36:08 | 36:08 | 36:08 | 36:08 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 4.17% | 54.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:17 | 57:17 | 57:17 | 57:17 | 57:17 | 57:17 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 4.17% | 52.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:50 | 55:50 | 55:50 | 55:50 | 55:50 | 55:50 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 4.17% | 52.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:50 | 55:50 | 55:50 | 55:50 | 55:50 | 55:50 | 00:00 | 00:00 |
 | Dagon | 1 | 4.17% | 49.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:49 | 55:49 | 55:49 | 55:49 | 55:49 | 55:49 | 00:00 | 00:00 |
 | Moon Shard | 1 | 4.17% | 47.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:33 | 1:10:33 | 1:10:33 | 1:10:33 | 1:10:33 | 1:10:33 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 4.17% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:42 | 35:42 | 35:42 | 35:42 | 35:42 | 35:42 | 00:00 | 00:00 |
 | Butterfly | 1 | 4.17% | 43.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 4.17% | 41.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:33 | 33:33 | 33:33 | 33:33 | 33:33 | 33:33 | 00:00 | 00:00 |
 | Magic Stick | 13 | 54.17% | 40.0 | 23.08% | -40.56% | +10.25% | -23.08% | -33.33% | 00:27 | -01:30 | -01:29 | -01:29 | 02:11 | 10:35 | 03:40 | 02:42 |
 | Magic Wand | 13 | 54.17% | 38.2 | 23.08% | -40.56% | +43.59% | -23.08% | -7.63% | 05:34 | -01:29 | -01:29 | 04:04 | 10:13 | 18:29 | 11:42 | 08:40 |
 | Hurricane Pike | 7 | 29.17% | 36.4 | 28.57% | -18.49% | +21.43% | +21.43% | 0.00% | 28:26 | 25:18 | 25:37 | 29:06 | 29:16 | 32:15 | 03:39 | 02:42 |
 | Fluffy Hat | 8 | 33.33% | 34.5 | 25.00% | -25.00% | +25.00% | +25.00% | 0.00% | 27:15 | 23:12 | 25:18 | 25:50 | 29:09 | 31:43 | 03:51 | 02:51 |
 | Force Staff | 8 | 33.33% | 32.7 | 25.00% | -25.00% | +25.00% | +25.00% | 0.00% | 27:18 | 23:13 | 25:18 | 26:14 | 29:09 | 31:43 | 03:51 | 02:51 |
 | Dragon Lance | 8 | 33.33% | 30.9 | 25.00% | -25.00% | +25.00% | -25.00% | -10.64% | 22:53 | 12:31 | 21:19 | 23:29 | 26:01 | 27:09 | 04:42 | 03:28 |
 | Cornucopia | 2 | 8.33% | 29.1 | 50.00% | +9.09% | -50.00% | 0.00% | 0.00% | 35:18 | 34:29 | 34:29 | 36:06 | 36:06 | 36:06 | 01:37 | 01:11 |
 | Quelling Blade | 2 | 8.33% | 27.3 | 50.00% | +9.09% | -50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Aghanim's Shard | 2 | 8.33% | 25.5 | 50.00% | +9.09% | +50.00% | 0.00% | 0.00% | 57:24 | 54:35 | 54:35 | 60:12 | 60:12 | 60:12 | 05:37 | 04:09 |
 | Mjollnir | 3 | 12.50% | 23.6 | 33.33% | -9.53% | -33.33% | 0.00% | 0.00% | 22:04 | 20:19 | 20:19 | 21:17 | 24:35 | 24:35 | 04:16 | 03:09 |
 | Wind Lace | 3 | 12.50% | 21.8 | 33.33% | -9.53% | -33.33% | 0.00% | 0.00% | 13:05 | 09:33 | 09:33 | 13:17 | 16:26 | 16:26 | 06:53 | 05:05 |
 | Nullifier | 3 | 12.50% | 20.0 | 33.33% | -9.53% | +66.67% | 0.00% | 0.00% | 38:34 | 29:02 | 29:02 | 39:22 | 47:19 | 47:19 | 18:17 | 13:32 |
 | Helm of Iron Will | 3 | 12.50% | 18.2 | 33.33% | -9.53% | +66.67% | 0.00% | 0.00% | 37:02 | 26:53 | 26:53 | 37:03 | 47:11 | 47:11 | 20:18 | 15:02 |
 | Silver Edge | 4 | 16.67% | 16.4 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 36:40 | 34:02 | 34:02 | 34:55 | 36:31 | 41:12 | 02:29 | 01:50 |
 | Meteor Hammer | 1 | 4.17% | 14.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:06 | 09:06 | 09:06 | 09:06 | 09:06 | 09:06 | 00:00 | 00:00 |
 | Bracer | 1 | 4.17% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:06 | 02:06 | 02:06 | 02:06 | 02:06 | 02:06 | 00:00 | 00:00 |
 | Crystalys | 4 | 16.67% | 10.9 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 35:18 | 31:54 | 31:54 | 34:02 | 34:03 | 41:12 | 02:09 | 01:35 |
 | Linken's Sphere | 1 | 4.17% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 4.17% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:40 | 01:40 | 01:40 | 01:40 | 01:40 | 01:40 | 00:00 | 00:00 |
 | Ring of Health | 1 | 4.17% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:35 | 02:35 | 02:35 | 02:35 | 02:35 | 02:35 | 00:00 | 00:00 |
 | Bottle | 5 | 20.83% | 3.6 | 0.00% | -52.63% | 0.00% | 0.00% | 0.00% | 01:51 | 01:21 | 01:21 | 01:28 | 01:43 | 03:20 | 00:22 | 00:16 |
 | Shadow Blade | 5 | 20.83% | 1.8 | 0.00% | -52.63% | 0.00% | 0.00% | 0.00% | 33:00 | 24:39 | 24:39 | 31:28 | 36:14 | 41:11 | 11:35 | 08:34 |