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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 | 12 | 14.63% | 100.0 | 75.00% | +26.43% | -8.33% | -8.33% | 0.00% | 39:46 | 30:03 | 31:56 | 35:32 | 46:54 | 60:30 | 14:58 | 11:05 |
 | Heart of Tarrasque | 80 | 97.56% | 97.9 | 53.75% | +53.75% | +16.25% | -13.75% | -7.06% | 24:02 | 19:00 | 21:30 | 23:26 | 25:45 | 33:13 | 04:15 | 03:08 |
 | Wraith Band | 76 | 92.68% | 95.7 | 53.95% | +20.62% | -1.32% | +9.21% | 10.53% | 02:11 | -01:29 | 01:44 | 02:04 | 02:36 | 07:12 | 00:52 | 00:38 |
 | Power Treads | 82 | 100.00% | 93.6 | 52.44% | +52.44% | -4.82% | -2.44% | 1.74% | 06:51 | 04:20 | 06:06 | 06:42 | 07:28 | 11:59 | 01:22 | 01:00 |
 | Manta Style | 82 | 100.00% | 91.5 | 52.44% | +52.44% | +4.70% | -12.44% | -11.06% | 15:17 | 11:47 | 14:16 | 15:05 | 15:49 | 25:12 | 01:33 | 01:08 |
 | Yasha | 82 | 100.00% | 89.4 | 52.44% | +52.44% | -9.58% | -12.44% | -1.93% | 11:16 | 08:09 | 10:31 | 11:11 | 12:00 | 15:50 | 01:29 | 01:05 |
 | Boots of Speed | 82 | 100.00% | 87.2 | 52.44% | +52.44% | -0.06% | -2.44% | -1.64% | 04:29 | -01:29 | 03:58 | 04:32 | 05:25 | 08:00 | 01:27 | 01:04 |
 | Orchid Malevolence | 65 | 79.27% | 85.1 | 53.85% | +6.79% | +8.65% | -22.60% | -4.91% | 22:33 | 15:56 | 18:39 | 20:36 | 25:01 | 36:14 | 06:22 | 04:42 |
 | Quelling Blade | 81 | 98.78% | 83.0 | 51.85% | -48.15% | +3.15% | -1.85% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | -00:47 | 00:00 | 00:00 |
 | Aghanim's Shard | 28 | 34.15% | 80.9 | 60.71% | +12.56% | +10.72% | +10.72% | 0.00% | 35:20 | 22:18 | 28:19 | 30:51 | 36:42 | 1:07:32 | 08:23 | 06:12 |
 | Void Stone | 60 | 73.17% | 78.7 | 53.33% | +3.33% | +13.34% | -20.00% | -3.84% | 21:25 | 06:32 | 16:15 | 18:52 | 24:56 | 47:22 | 08:41 | 06:25 |
 | Magic Stick | 33 | 40.24% | 76.6 | 57.58% | +8.60% | +4.92% | +4.92% | 0.00% | -01:07 | -01:29 | -01:29 | -01:29 | -01:29 | 06:49 | 00:00 | 00:00 |
 | Swift Blink | 11 | 13.41% | 74.5 | 72.73% | +23.43% | -6.06% | -6.06% | 0.00% | 44:37 | 35:38 | 38:49 | 41:42 | 48:57 | 60:46 | 10:08 | 07:30 |
 | Scythe of Vyse | 26 | 31.71% | 72.3 | 57.69% | +7.69% | -14.83% | +25.64% | 5.63% | 37:36 | 27:52 | 33:14 | 36:52 | 40:25 | 56:26 | 07:11 | 05:19 |
 | Butterfly | 33 | 40.24% | 70.2 | 54.55% | +3.53% | +7.95% | -29.55% | -5.56% | 31:14 | 20:36 | 26:56 | 29:39 | 33:41 | 47:55 | 06:45 | 05:00 |
 | Bloodthorn | 50 | 60.98% | 68.1 | 50.00% | -6.25% | +19.23% | -25.00% | -7.58% | 32:13 | 21:34 | 28:29 | 31:28 | 34:19 | 48:55 | 05:50 | 04:19 |
 | Magic Wand | 17 | 20.73% | 66.0 | 58.82% | +8.05% | -8.82% | +16.18% | 6.70% | 04:32 | 01:07 | 02:43 | 04:02 | 06:27 | 08:25 | 03:44 | 02:45 |
 | Mage Slayer | 54 | 65.85% | 63.8 | 44.44% | -23.42% | -1.58% | +1.71% | 0.25% | 27:49 | 14:12 | 19:22 | 27:54 | 32:27 | 48:29 | 13:05 | 09:41 |
 | Ring of Health | 11 | 13.41% | 61.7 | 63.64% | +12.94% | +3.03% | -30.31% | 0.00% | 32:16 | 02:25 | 26:42 | 30:07 | 34:46 | 56:27 | 08:04 | 05:58 |
 | Black King Bar | 34 | 41.46% | 59.6 | 47.06% | -9.19% | +30.72% | -34.56% | -11.69% | 33:10 | 25:00 | 30:11 | 33:39 | 35:46 | 44:09 | 05:35 | 04:08 |
 | Abyssal Blade | 5 | 6.10% | 57.4 | 80.00% | +29.35% | +20.00% | -80.00% | 0.00% | 38:26 | 30:26 | 30:26 | 35:24 | 39:29 | 54:34 | 09:03 | 06:42 |
 | Vanguard | 5 | 6.10% | 55.3 | 80.00% | +29.35% | +20.00% | -80.00% | 0.00% | 37:16 | 30:07 | 30:07 | 35:07 | 39:22 | 51:31 | 09:15 | 06:51 |
 | Eye of Skadi | 23 | 28.05% | 53.2 | 47.83% | -6.41% | +35.50% | -14.50% | -6.16% | 33:47 | 20:13 | 29:19 | 33:24 | 37:26 | 53:37 | 08:07 | 06:00 |
 | Cornucopia | 13 | 15.85% | 51.1 | 53.85% | +1.68% | -20.52% | -20.52% | 0.00% | 24:11 | 16:00 | 16:22 | 23:57 | 30:24 | 36:14 | 14:02 | 10:23 |
 | Moon Shard | 8 | 9.76% | 48.9 | 62.50% | +11.15% | +37.50% | +37.50% | 0.00% | 57:48 | 49:19 | 54:19 | 57:32 | 57:37 | 1:11:49 | 03:18 | 02:26 |
 | Aghanim's Blessing | 11 | 13.41% | 46.8 | 54.55% | +2.44% | +12.12% | +12.12% | 0.00% | 50:02 | 37:55 | 42:11 | 48:49 | 52:16 | 1:11:17 | 10:05 | 07:28 |
 | Ring of Basilius | 15 | 18.29% | 44.7 | 46.67% | -7.06% | +28.33% | -46.67% | -44.12% | 07:35 | 05:41 | 06:29 | 07:14 | 08:11 | 11:45 | 01:42 | 01:15 |
 | Aghanim's Scepter | 15 | 18.29% | 42.6 | 46.67% | -7.06% | -21.67% | +3.33% | 1.38% | 42:51 | 27:21 | 32:20 | 40:45 | 50:30 | 1:11:17 | 18:10 | 13:27 |
 | Linken's Sphere | 4 | 4.88% | 40.4 | 75.00% | +23.72% | +25.00% | +25.00% | 0.00% | 29:13 | 23:52 | 23:52 | 28:41 | 29:31 | 34:46 | 05:39 | 04:11 |
 | Radiance | 4 | 4.88% | 38.3 | 75.00% | +23.72% | +25.00% | +25.00% | 0.00% | 21:14 | 19:22 | 19:22 | 21:44 | 21:53 | 21:55 | 02:31 | 01:51 |
 | Skull Basher | 4 | 4.88% | 36.2 | 75.00% | +23.72% | +25.00% | -75.00% | 0.00% | 37:36 | 26:55 | 26:55 | 31:19 | 37:57 | 54:14 | 11:02 | 08:10 |
 | Wind Lace | 19 | 23.17% | 34.0 | 42.11% | -13.45% | +37.89% | -2.11% | -12.00% | 09:50 | 02:24 | 06:23 | 08:50 | 09:43 | 35:31 | 03:20 | 02:28 |
 | Boots of Travel 2 | 7 | 8.54% | 31.9 | 57.14% | +5.14% | -7.14% | -7.14% | 0.00% | 51:05 | 43:10 | 48:05 | 50:35 | 53:52 | 56:18 | 05:47 | 04:17 |
 | Crystalys | 5 | 6.10% | 29.8 | 60.00% | +8.05% | +40.00% | -60.00% | 0.00% | 46:37 | 37:22 | 37:22 | 44:57 | 45:56 | 1:01:59 | 08:34 | 06:20 |
 | Nullifier | 5 | 6.10% | 27.7 | 60.00% | +8.05% | +40.00% | +40.00% | 0.00% | 40:05 | 32:18 | 32:18 | 44:28 | 44:33 | 45:41 | 12:15 | 09:04 |
 | Silver Edge | 5 | 6.10% | 25.5 | 60.00% | +8.05% | +40.00% | -60.00% | 0.00% | 46:43 | 37:40 | 37:40 | 44:59 | 45:57 | 1:02:00 | 08:17 | 06:08 |
 | Helm of Iron Will | 5 | 6.10% | 23.4 | 60.00% | +8.05% | +40.00% | +40.00% | 0.00% | 38:10 | 30:00 | 30:00 | 38:16 | 44:03 | 45:36 | 14:03 | 10:24 |
 | Shadow Blade | 6 | 7.32% | 21.3 | 50.00% | -2.63% | 0.00% | -50.00% | 0.00% | 44:38 | 34:56 | 37:26 | 42:37 | 45:56 | 1:01:59 | 08:30 | 06:17 |
 | Assault Cuirass | 1 | 1.22% | 19.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:06 | 30:06 | 30:06 | 30:06 | 30:06 | 30:06 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.22% | 17.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:20 | 29:20 | 29:20 | 29:20 | 29:20 | 29:20 | 00:00 | 00:00 |
 | Buckler | 1 | 1.22% | 17.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:20 | 29:20 | 29:20 | 29:20 | 29:20 | 29:20 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.22% | 12.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:49 | 59:49 | 59:49 | 59:49 | 59:49 | 59:49 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 1.22% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:01 | 53:01 | 53:01 | 53:01 | 53:01 | 53:01 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 1.22% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:39 | 06:39 | 06:39 | 06:39 | 06:39 | 06:39 | 00:00 | 00:00 |
 | Crown | 1 | 1.22% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:38 | 03:38 | 03:38 | 03:38 | 03:38 | 03:38 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.22% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:42 | 56:42 | 56:42 | 56:42 | 56:42 | 56:42 | 00:00 | 00:00 |
 | Blade Mail | 1 | 1.22% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:50 | 39:50 | 39:50 | 39:50 | 39:50 | 39:50 | 00:00 | 00:00 |