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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 | |
 | Heart of Tarrasque | 39 | 97.50% | 100.0 | 53.85% | +53.85% | +36.15% | -23.85% | -13.53% | 23:24 | 19:00 | 20:22 | 22:53 | 24:48 | 33:10 | 04:26 | 03:17 |
 | Wraith Band | 37 | 92.50% | 97.7 | 54.05% | +20.72% | +12.62% | +12.62% | 0.00% | 02:20 | -01:29 | 01:41 | 02:10 | 02:37 | 07:12 | 00:56 | 00:41 |
 | Void Stone | 35 | 87.50% | 95.3 | 54.29% | +14.29% | +12.38% | -32.07% | -4.15% | 23:12 | 11:16 | 16:55 | 23:15 | 27:37 | 36:00 | 10:42 | 07:55 |
 | Quelling Blade | 40 | 100.00% | 93.0 | 52.50% | +52.50% | -2.50% | +7.50% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:15 | 00:00 | 00:00 |
 | Boots of Speed | 40 | 100.00% | 90.7 | 52.50% | +52.50% | -2.50% | -2.50% | 0.00% | 04:21 | -01:29 | 03:49 | 04:18 | 05:13 | 06:51 | 01:24 | 01:02 |
 | Power Treads | 40 | 100.00% | 88.4 | 52.50% | +52.50% | -2.50% | +7.50% | 7.89% | 06:41 | 04:20 | 06:02 | 06:27 | 07:18 | 09:47 | 01:16 | 00:56 |
 | Yasha | 40 | 100.00% | 86.0 | 52.50% | +52.50% | -12.50% | -12.50% | 0.00% | 11:10 | 08:09 | 10:26 | 11:05 | 11:51 | 13:19 | 01:25 | 01:02 |
 | Manta Style | 40 | 100.00% | 83.7 | 52.50% | +52.50% | -12.50% | -12.50% | 0.00% | 15:13 | 12:58 | 14:03 | 14:50 | 15:46 | 25:12 | 01:43 | 01:16 |
 | Orchid Malevolence | 29 | 72.50% | 81.4 | 55.17% | +9.72% | +1.97% | -40.88% | -6.44% | 23:01 | 15:56 | 18:39 | 20:42 | 25:18 | 36:00 | 06:39 | 04:55 |
 | Scythe of Vyse | 17 | 42.50% | 79.1 | 58.82% | +10.99% | -8.82% | +16.18% | 3.86% | 35:19 | 27:52 | 30:52 | 36:19 | 37:21 | 43:47 | 06:29 | 04:48 |
 | Vanguard | 3 | 7.50% | 76.7 | 100.00% | +51.35% | 0.00% | 0.00% | 0.00% | 31:48 | 30:07 | 30:07 | 30:11 | 35:07 | 35:07 | 05:00 | 03:42 |
 | Abyssal Blade | 3 | 7.50% | 74.4 | 100.00% | +51.35% | 0.00% | 0.00% | 0.00% | 32:42 | 30:26 | 30:26 | 32:17 | 35:24 | 35:24 | 04:58 | 03:40 |
 | Ring of Health | 7 | 17.50% | 72.1 | 71.43% | +22.95% | +28.57% | -21.43% | 0.00% | 33:25 | 23:39 | 26:42 | 30:07 | 33:33 | 56:27 | 06:51 | 05:04 |
 | Boots of Travel 2 | 5 | 12.50% | 69.8 | 80.00% | +31.43% | +20.00% | +20.00% | 0.00% | 51:47 | 43:10 | 43:10 | 53:52 | 55:00 | 56:18 | 11:50 | 08:45 |
 | Bloodthorn | 23 | 57.50% | 67.4 | 47.83% | -10.99% | +52.17% | -47.83% | -17.24% | 32:24 | 21:34 | 28:31 | 32:12 | 34:19 | 43:19 | 05:48 | 04:17 |
 | Mage Slayer | 24 | 60.00% | 65.1 | 45.83% | -16.67% | -12.50% | -12.50% | 0.00% | 27:42 | 14:36 | 18:10 | 28:54 | 32:37 | 43:02 | 14:27 | 10:42 |
 | Aghanim's Shard | 13 | 32.50% | 62.8 | 53.85% | +2.00% | -20.52% | -20.52% | 0.00% | 33:19 | 22:18 | 28:01 | 30:50 | 35:35 | 49:30 | 07:34 | 05:36 |
 | Magic Wand | 9 | 22.50% | 60.5 | 55.56% | +3.95% | -55.56% | -5.56% | 22.73% | 04:13 | 01:38 | 02:17 | 03:49 | 04:29 | 08:10 | 02:12 | 01:37 |
 | Butterfly | 15 | 37.50% | 58.1 | 46.67% | -9.33% | +3.33% | -21.67% | -2.69% | 30:40 | 20:36 | 24:22 | 28:19 | 33:40 | 47:55 | 09:18 | 06:53 |
 | Skull Basher | 2 | 5.00% | 55.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 29:07 | 26:55 | 26:55 | 31:19 | 31:19 | 31:19 | 04:24 | 03:15 |
 | Magic Stick | 16 | 40.00% | 53.5 | 43.75% | -14.58% | -18.75% | -18.75% | 0.00% | -00:45 | -01:29 | -01:29 | -01:29 | -01:29 | 06:49 | 00:00 | 00:00 |
 | Blink Dagger | 5 | 12.50% | 51.2 | 60.00% | +8.57% | +40.00% | -60.00% | 0.00% | 37:37 | 30:17 | 30:17 | 36:38 | 38:19 | 47:58 | 08:02 | 05:57 |
 | Swift Blink | 5 | 12.50% | 48.8 | 60.00% | +8.57% | +40.00% | -60.00% | 0.00% | 44:00 | 38:52 | 38:52 | 41:42 | 48:57 | 51:11 | 10:05 | 07:28 |
 | Wind Lace | 12 | 30.00% | 46.5 | 41.67% | -15.47% | +25.00% | -8.34% | -6.23% | 10:39 | 02:24 | 06:16 | 08:50 | 11:37 | 35:31 | 05:21 | 03:57 |
 | Eye of Skadi | 12 | 30.00% | 44.2 | 41.67% | -15.47% | -8.34% | -41.67% | -4.02% | 34:40 | 28:23 | 30:23 | 33:24 | 38:41 | 42:33 | 08:18 | 06:08 |
 | Ring of Basilius | 9 | 22.50% | 41.9 | 44.44% | -10.40% | +55.56% | -44.44% | -44.44% | 07:22 | 05:41 | 05:50 | 06:36 | 08:05 | 11:45 | 02:15 | 01:40 |
 | Nullifier | 3 | 7.50% | 39.5 | 66.67% | +15.32% | +33.33% | 0.00% | 0.00% | 41:11 | 33:25 | 33:25 | 44:28 | 45:41 | 45:41 | 12:16 | 09:05 |
 | Helm of Iron Will | 3 | 7.50% | 37.2 | 66.67% | +15.32% | +33.33% | 0.00% | 0.00% | 40:51 | 32:55 | 32:55 | 44:03 | 45:36 | 45:36 | 12:41 | 09:23 |
 | Linken's Sphere | 3 | 7.50% | 34.9 | 66.67% | +15.32% | +33.33% | 0.00% | 0.00% | 29:23 | 23:52 | 23:52 | 29:31 | 34:46 | 34:46 | 10:54 | 08:04 |
 | Moon Shard | 3 | 7.50% | 32.6 | 66.67% | +15.32% | +33.33% | 0.00% | 0.00% | 54:13 | 49:19 | 49:19 | 55:42 | 57:37 | 57:37 | 08:18 | 06:08 |
 | Black King Bar | 12 | 30.00% | 30.2 | 33.33% | -27.38% | +33.34% | -33.33% | -7.77% | 34:52 | 25:00 | 29:05 | 35:43 | 37:40 | 44:09 | 08:35 | 06:21 |
 | Ring of Protection | 1 | 2.50% | 27.9 | 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 |
 | Silver Edge | 1 | 2.50% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:59 | 44:59 | 44:59 | 44:59 | 44:59 | 44:59 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 2.50% | 23.3 | 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 |
 | Buckler | 1 | 2.50% | 20.9 | 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 |
 | Shadow Blade | 1 | 2.50% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:55 | 44:55 | 44:55 | 44:55 | 44:55 | 44:55 | 00:00 | 00:00 |
 | Crystalys | 1 | 2.50% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:57 | 44:57 | 44:57 | 44:57 | 44:57 | 44:57 | 00:00 | 00:00 |
 | Aghanim's Blessing | 6 | 15.00% | 14.0 | 33.33% | -22.55% | +16.67% | -33.33% | 0.00% | 50:51 | 38:18 | 46:23 | 50:30 | 53:12 | 1:04:26 | 06:49 | 05:02 |
 | Aghanim's Scepter | 9 | 22.50% | 11.6 | 22.22% | -39.07% | -22.22% | +27.78% | 2.09% | 42:55 | 27:21 | 28:22 | 40:45 | 52:16 | 1:04:26 | 23:54 | 17:42 |
 | Radiance | 2 | 5.00% | 9.3 | 50.00% | -2.63% | +50.00% | 0.00% | 0.00% | 20:33 | 19:22 | 19:22 | 21:44 | 21:44 | 21:44 | 02:22 | 01:45 |
 | Divine Rapier | 1 | 2.50% | 7.0 | 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 |
 | Blade Mail | 1 | 2.50% | 4.7 | 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 |
 | Refresher Orb | 1 | 2.50% | 2.3 | 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 |