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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 | 32 | 78.05% | 100.0 | 65.63% | +32.30% | -3.13% | -15.63% | -3.14% | 23:58 | 19:36 | 21:44 | 23:53 | 25:43 | 29:35 | 03:59 | 02:57 |
 | Scythe of Vyse | 10 | 24.39% | 98.0 | 80.00% | +28.39% | +20.00% | +20.00% | 0.00% | 38:57 | 29:23 | 33:08 | 37:51 | 43:44 | 54:24 | 10:36 | 07:51 |
 | Butterfly | 15 | 36.59% | 96.1 | 73.33% | +23.33% | +26.67% | -23.33% | -13.89% | 30:06 | 19:36 | 27:37 | 29:07 | 31:13 | 43:07 | 03:36 | 02:40 |
 | Yasha | 40 | 97.56% | 94.1 | 60.00% | +60.00% | 0.00% | -20.00% | -12.90% | 11:17 | 08:46 | 10:26 | 11:07 | 11:59 | 14:22 | 01:33 | 01:08 |
 | Quelling Blade | 40 | 97.56% | 92.2 | 60.00% | +60.00% | +10.00% | -10.00% | -20.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:19 | 00:01 | 00:00 |
 | Power Treads | 40 | 97.56% | 90.2 | 60.00% | +60.00% | +10.00% | -10.00% | -18.18% | 06:24 | 04:35 | 05:35 | 06:16 | 06:41 | 10:18 | 01:06 | 00:48 |
 | Boots of Speed | 41 | 100.00% | 88.2 | 58.54% | +58.54% | +1.46% | -18.54% | -10.62% | 04:30 | -01:29 | 03:25 | 04:30 | 05:18 | 10:18 | 01:53 | 01:23 |
 | Manta Style | 39 | 95.12% | 86.3 | 58.97% | +8.97% | +11.03% | -18.97% | -14.17% | 15:28 | 12:45 | 14:04 | 15:16 | 16:11 | 19:48 | 02:07 | 01:34 |
 | Void Stone | 37 | 90.24% | 84.3 | 59.46% | +9.46% | -3.90% | -3.90% | 0.00% | 20:10 | 11:19 | 15:19 | 17:07 | 20:52 | 39:41 | 05:33 | 04:06 |
 | Wraith Band | 36 | 87.80% | 82.4 | 58.33% | -1.67% | +19.45% | +8.34% | -11.11% | 02:32 | 01:04 | 01:46 | 02:09 | 02:31 | 08:18 | 00:45 | 00:33 |
 | Aghanim's Scepter | 11 | 26.83% | 80.4 | 72.73% | +19.40% | +27.27% | -6.06% | -5.13% | 39:03 | 24:38 | 33:37 | 37:19 | 40:07 | 57:11 | 06:30 | 04:48 |
 | Orchid Malevolence | 35 | 85.37% | 78.4 | 57.14% | -9.53% | +20.64% | -23.81% | -14.57% | 22:36 | 13:54 | 18:29 | 19:37 | 21:32 | 50:42 | 03:03 | 02:15 |
 | Bloodthorn | 27 | 65.85% | 76.5 | 59.26% | +2.12% | +12.17% | -16.40% | -3.16% | 33:04 | 24:11 | 27:28 | 31:25 | 36:31 | 50:42 | 09:03 | 06:42 |
 | Mage Slayer | 28 | 68.29% | 74.5 | 57.14% | -4.40% | 0.00% | -14.28% | -1.50% | 30:45 | 19:01 | 24:47 | 27:48 | 34:19 | 50:42 | 09:32 | 07:03 |
 | Wind Lace | 14 | 34.15% | 72.5 | 64.29% | +8.73% | +10.71% | -30.96% | -8.45% | 10:37 | 06:41 | 07:12 | 11:18 | 12:08 | 15:34 | 04:56 | 03:39 |
 | Eye of Skadi | 14 | 34.15% | 70.6 | 64.29% | +8.73% | +35.71% | -30.96% | -11.63% | 31:16 | 19:14 | 28:33 | 31:43 | 34:17 | 39:57 | 05:44 | 04:14 |
 | Aghanim's Shard | 12 | 29.27% | 68.6 | 66.67% | +11.50% | +33.33% | 0.00% | -2.43% | 36:23 | 24:46 | 26:52 | 34:49 | 40:34 | 50:32 | 13:42 | 10:08 |
 | Boots of Travel 2 | 3 | 7.32% | 66.7 | 100.00% | +44.74% | 0.00% | 0.00% | 0.00% | 52:30 | 46:47 | 46:47 | 52:47 | 57:55 | 57:55 | 11:08 | 08:14 |
 | Magic Wand | 13 | 31.71% | 64.7 | 61.54% | +4.40% | +5.13% | +5.13% | 0.00% | 06:46 | -01:28 | 03:35 | 07:12 | 08:23 | 18:53 | 04:48 | 03:33 |
 | Aghanim's Blessing | 9 | 21.95% | 62.7 | 66.67% | +10.42% | +33.33% | +33.33% | 0.00% | 46:15 | 36:30 | 38:02 | 47:57 | 49:00 | 57:11 | 10:58 | 08:07 |
 | Magic Stick | 17 | 41.46% | 60.8 | 52.94% | -9.56% | -2.94% | -2.94% | 0.00% | 01:03 | -01:29 | -01:29 | 01:10 | 02:28 | 08:22 | 03:57 | 02:55 |
 | Black King Bar | 16 | 39.02% | 58.8 | 50.00% | -14.00% | -50.00% | +25.00% | 20.36% | 34:32 | 25:33 | 29:54 | 31:41 | 33:35 | 1:08:11 | 03:41 | 02:43 |
 | Ring of Basilius | 6 | 14.63% | 56.9 | 66.67% | +9.53% | -16.67% | +33.33% | 31.25% | 09:01 | 06:52 | 07:31 | 07:33 | 09:07 | 15:17 | 01:36 | 01:11 |
 | Silver Edge | 2 | 4.88% | 54.9 | 100.00% | +43.59% | 0.00% | 0.00% | 0.00% | 37:08 | 34:17 | 34:17 | 39:58 | 39:58 | 39:58 | 05:41 | 04:12 |
 | Shadow Blade | 2 | 4.88% | 52.9 | 100.00% | +43.59% | 0.00% | 0.00% | 0.00% | 35:37 | 34:17 | 34:17 | 36:57 | 36:57 | 36:57 | 02:40 | 01:58 |
 | Crystalys | 2 | 4.88% | 51.0 | 100.00% | +43.59% | 0.00% | 0.00% | 0.00% | 36:56 | 34:17 | 34:17 | 39:35 | 39:35 | 39:35 | 05:18 | 03:55 |
 | Skull Basher | 2 | 4.88% | 49.0 | 100.00% | +43.59% | 0.00% | 0.00% | 0.00% | 29:09 | 25:23 | 25:23 | 32:54 | 32:54 | 32:54 | 07:31 | 05:34 |
 | Swift Blink | 5 | 12.20% | 47.1 | 60.00% | +1.67% | -60.00% | +40.00% | 11.13% | 46:06 | 38:36 | 38:36 | 43:02 | 47:35 | 59:57 | 08:59 | 06:39 |
 | Blink Dagger | 5 | 12.20% | 45.1 | 60.00% | +1.67% | -60.00% | +40.00% | 15.63% | 45:11 | 38:07 | 38:07 | 42:47 | 44:31 | 59:37 | 06:24 | 04:44 |
 | Nullifier | 3 | 7.32% | 43.1 | 66.67% | +8.78% | +33.33% | 0.00% | 0.00% | 35:55 | 31:00 | 31:00 | 32:51 | 43:54 | 43:54 | 12:54 | 09:33 |
 | Helm of Iron Will | 3 | 7.32% | 41.2 | 66.67% | +8.78% | +33.33% | 0.00% | 0.00% | 35:45 | 30:41 | 30:41 | 32:51 | 43:44 | 43:44 | 13:03 | 09:40 |
 | Moon Shard | 3 | 7.32% | 39.2 | 66.67% | +8.78% | -66.67% | 0.00% | 0.00% | 56:12 | 50:04 | 50:04 | 56:50 | 1:01:42 | 1:01:42 | 11:38 | 08:37 |
 | Ring of Health | 4 | 9.76% | 37.3 | 50.00% | -9.46% | -50.00% | -50.00% | 0.00% | 35:24 | 26:10 | 26:10 | 28:41 | 34:25 | 52:20 | 08:15 | 06:06 |
 | Radiance | 1 | 2.44% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:13 | 16:13 | 16:13 | 16:13 | 16:13 | 16:13 | 00:00 | 00:00 |
 | Vanguard | 1 | 2.44% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:25 | 34:25 | 34:25 | 34:25 | 34:25 | 34:25 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 2.44% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:42 | 52:42 | 52:42 | 52:42 | 52:42 | 52:42 | 00:00 | 00:00 |
 | Desolator | 1 | 2.44% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:05 | 50:05 | 50:05 | 50:05 | 50:05 | 50:05 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 2.44% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:53 | 35:53 | 35:53 | 35:53 | 35:53 | 35:53 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 2.44% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:13 | 60:13 | 60:13 | 60:13 | 60:13 | 60:13 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 2.44% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:44 | 34:44 | 34:44 | 34:44 | 34:44 | 34:44 | 00:00 | 00:00 |
 | Ring of Protection | 2 | 4.88% | 21.6 | 50.00% | -8.97% | -50.00% | 0.00% | 0.00% | 37:02 | 21:46 | 21:46 | 52:17 | 52:17 | 52:17 | 30:31 | 22:36 |
 | Buckler | 2 | 4.88% | 21.6 | 50.00% | -8.97% | -50.00% | 0.00% | 0.00% | 37:02 | 21:46 | 21:46 | 52:17 | 52:17 | 52:17 | 30:31 | 22:36 |
 | Linken's Sphere | 2 | 4.88% | 17.6 | 50.00% | -8.97% | -50.00% | 0.00% | 0.00% | 27:33 | 26:21 | 26:21 | 28:44 | 28:44 | 28:44 | 02:23 | 01:45 |
 | Guardian Greaves | 1 | 2.44% | 15.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:02 | 29:02 | 29:02 | 29:02 | 29:02 | 29:02 | 00:00 | 00:00 |
 | Mekansm | 1 | 2.44% | 13.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:19 | 17:19 | 17:19 | 17:19 | 17:19 | 17:19 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 2.44% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:56 | 49:56 | 49:56 | 49:56 | 49:56 | 49:56 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 2.44% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 2.44% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:03 | 21:03 | 21:03 | 21:03 | 21:03 | 21:03 | 00:00 | 00:00 |
 | Headdress | 1 | 2.44% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:41 | 11:41 | 11:41 | 11:41 | 11:41 | 11:41 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.44% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:42 | 52:42 | 52:42 | 52:42 | 52:42 | 52:42 | 00:00 | 00:00 |
 | Chainmail | 1 | 2.44% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:58 | 13:58 | 13:58 | 13:58 | 13:58 | 13:58 | 00:00 | 00:00 |