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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 | |
 | Aghanim's Scepter | 35 | 32.11% | 100.0 | 77.14% | +46.06% | +22.86% | -21.58% | -9.59% | 33:04 | 25:16 | 30:34 | 32:55 | 35:12 | 42:50 | 04:38 | 03:25 |
 | Overwhelming Blink | 6 | 5.50% | 97.9 | 100.00% | +57.28% | 0.00% | 0.00% | 0.00% | 47:50 | 29:12 | 38:52 | 41:19 | 57:29 | 1:15:40 | 18:37 | 13:47 |
 | Assault Cuirass | 14 | 12.84% | 95.7 | 78.57% | +37.52% | -3.57% | +21.43% | 4.29% | 35:37 | 28:17 | 32:37 | 35:08 | 38:27 | 46:41 | 05:50 | 04:19 |
 | Buckler | 16 | 14.68% | 93.6 | 75.00% | +34.14% | +25.00% | 0.00% | -3.05% | 34:12 | 26:56 | 29:06 | 34:17 | 37:17 | 46:15 | 08:11 | 06:03 |
 | Black King Bar | 89 | 81.65% | 91.5 | 51.69% | +31.69% | +30.13% | -33.51% | -12.52% | 25:09 | 17:24 | 22:26 | 25:02 | 27:31 | 33:18 | 05:05 | 03:45 |
 | Magic Stick | 90 | 82.57% | 89.4 | 48.89% | +17.31% | -1.06% | +1.11% | 0.51% | 03:07 | -01:29 | -01:28 | 02:14 | 05:45 | 16:13 | 07:13 | 05:20 |
 | Aghanim's Shard | 102 | 93.58% | 87.2 | 48.04% | +33.75% | +9.65% | -8.04% | -5.96% | 17:43 | 15:00 | 15:37 | 16:26 | 18:35 | 39:43 | 02:58 | 02:11 |
 | Bracer | 95 | 87.16% | 85.1 | 48.42% | +19.85% | +14.08% | -15.09% | -29.17% | 02:23 | -01:29 | 01:50 | 02:16 | 02:40 | 08:29 | 00:50 | 00:37 |
 | Ring of Protection | 99 | 90.83% | 83.0 | 47.47% | +17.47% | -7.47% | -3.47% | 0.82% | 05:31 | -01:29 | 02:28 | 04:40 | 07:19 | 32:21 | 04:51 | 03:35 |
 | Blink Dagger | 107 | 98.17% | 80.9 | 46.73% | +46.73% | +19.94% | -20.80% | -22.84% | 13:06 | 10:06 | 11:56 | 12:32 | 13:43 | 26:59 | 01:47 | 01:19 |
 | Soul Ring | 95 | 87.16% | 78.7 | 47.37% | +11.66% | +6.80% | -9.87% | -4.59% | 06:40 | 02:36 | 04:18 | 05:59 | 07:56 | 29:38 | 03:38 | 02:41 |
 | Boots of Speed | 109 | 100.00% | 76.6 | 45.87% | +45.87% | +13.39% | -5.13% | -8.42% | 04:48 | -01:27 | 03:42 | 04:54 | 05:54 | 07:27 | 02:12 | 01:37 |
 | Power Treads | 102 | 93.58% | 74.5 | 45.10% | -12.04% | +4.90% | -13.10% | -11.13% | 08:11 | 05:17 | 06:59 | 07:39 | 08:36 | 18:40 | 01:37 | 01:11 |
 | Magic Wand | 75 | 68.81% | 72.3 | 46.67% | +2.55% | +5.96% | +0.70% | -1.21% | 07:45 | -01:29 | 04:29 | 06:59 | 08:49 | 21:41 | 04:20 | 03:12 |
 | Sange | 19 | 17.43% | 70.2 | 57.89% | +14.56% | +22.11% | +22.11% | 0.00% | 31:14 | 19:40 | 27:22 | 30:27 | 34:29 | 43:42 | 07:07 | 05:16 |
 | Quelling Blade | 87 | 79.82% | 68.1 | 42.53% | -16.56% | -6.17% | +12.02% | 0.00% | -01:20 | -01:29 | -01:29 | -01:29 | -01:29 | 00:24 | 00:00 | 00:00 |
 | Heaven's Halberd | 16 | 14.68% | 66.0 | 56.25% | +12.16% | +18.75% | +18.75% | 0.00% | 33:21 | 21:42 | 30:59 | 33:32 | 34:59 | 45:09 | 04:00 | 02:57 |
 | Orchid Malevolence | 4 | 3.67% | 63.8 | 75.00% | +30.24% | +25.00% | +25.00% | 0.00% | 36:07 | 27:47 | 27:47 | 34:26 | 36:37 | 45:36 | 08:50 | 06:32 |
 | Mage Slayer | 2 | 1.83% | 61.7 | 100.00% | +55.14% | 0.00% | 0.00% | 0.00% | 46:58 | 43:05 | 43:05 | 50:51 | 50:51 | 50:51 | 07:46 | 05:45 |
 | Void Stone | 7 | 6.42% | 59.6 | 57.14% | +12.04% | -7.14% | -7.14% | 0.00% | 37:39 | 27:42 | 32:02 | 33:52 | 36:37 | 54:22 | 04:35 | 03:23 |
 | Eye of Skadi | 1 | 0.92% | 57.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:58 | 49:58 | 49:58 | 49:58 | 49:58 | 49:58 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.92% | 55.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:22:31 | 1:22:31 | 1:22:31 | 1:22:31 | 1:22:31 | 1:22:31 | 00:00 | 00:00 |
 | Maelstrom | 1 | 0.92% | 53.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.92% | 51.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:54 | 35:54 | 35:54 | 35:54 | 35:54 | 35:54 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.92% | 48.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:52 | 1:04:52 | 1:04:52 | 1:04:52 | 1:04:52 | 1:04:52 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.92% | 46.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:19 | 51:19 | 51:19 | 51:19 | 51:19 | 51:19 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.92% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.92% | 42.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:18 | 1:10:18 | 1:10:18 | 1:10:18 | 1:10:18 | 1:10:18 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.92% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 00:00 | 00:00 |
 | Bottle | 6 | 5.50% | 38.3 | 33.33% | -13.27% | +16.67% | -33.33% | -50.00% | 01:33 | 01:02 | 01:17 | 01:30 | 01:45 | 02:07 | 00:28 | 00:20 |
 | Aghanim's Blessing | 2 | 1.83% | 36.2 | 50.00% | +4.21% | -50.00% | 0.00% | 0.00% | 55:37 | 54:26 | 54:26 | 56:48 | 56:48 | 56:48 | 02:22 | 01:45 |
 | Javelin | 2 | 1.83% | 34.0 | 50.00% | +4.21% | +50.00% | 0.00% | 0.00% | 36:17 | 31:40 | 31:40 | 40:53 | 40:53 | 40:53 | 09:13 | 06:49 |
 | Wind Lace | 3 | 2.75% | 31.9 | 33.33% | -12.90% | -33.33% | 0.00% | 0.00% | 02:15 | -01:29 | -01:29 | -01:29 | 09:42 | 09:42 | 11:11 | 08:17 |
 | Ring of Health | 3 | 2.75% | 29.8 | 33.33% | -12.90% | -33.33% | 0.00% | 0.00% | 38:01 | 12:23 | 12:23 | 31:35 | 1:10:04 | 1:10:04 | 57:41 | 42:43 |
 | Shadow Blade | 3 | 2.75% | 27.7 | 33.33% | -12.90% | +66.67% | 0.00% | 0.00% | 36:47 | 29:07 | 29:07 | 38:38 | 42:36 | 42:36 | 13:29 | 09:59 |
 | Fluffy Hat | 4 | 3.67% | 25.5 | 25.00% | -21.67% | +75.00% | -25.00% | -5.49% | 39:20 | 28:50 | 28:50 | 34:07 | 47:03 | 47:21 | 18:13 | 13:29 |
 | Force Staff | 4 | 3.67% | 23.4 | 25.00% | -21.67% | +75.00% | -25.00% | -5.49% | 39:20 | 28:50 | 28:50 | 34:07 | 47:03 | 47:21 | 18:13 | 13:29 |
 | Aether Lens | 2 | 1.83% | 21.3 | 0.00% | -46.73% | 0.00% | 0.00% | 0.00% | 44:30 | 34:33 | 34:33 | 54:26 | 54:26 | 54:26 | 19:53 | 14:43 |
 | Octarine Core | 2 | 1.83% | 19.1 | 0.00% | -46.73% | 0.00% | 0.00% | 0.00% | 59:03 | 51:48 | 51:48 | 1:06:18 | 1:06:18 | 1:06:18 | 14:30 | 10:44 |
 | Dragon Lance | 1 | 0.92% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:17 | 1:12:17 | 1:12:17 | 1:12:17 | 1:12:17 | 1:12:17 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 0.92% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:46 | 51:46 | 51:46 | 51:46 | 51:46 | 51:46 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.92% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:36 | 42:36 | 42:36 | 42:36 | 42:36 | 42:36 | 00:00 | 00:00 |
 | Crystalys | 1 | 0.92% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:31 | 40:31 | 40:31 | 40:31 | 40:31 | 40:31 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 0.92% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:19 | 1:12:19 | 1:12:19 | 1:12:19 | 1:12:19 | 1:12:19 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.92% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.92% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:01 | 44:01 | 44:01 | 44:01 | 44:01 | 44:01 | 00:00 | 00:00 |
 | Hood of Defiance | 2 | 1.83% | 2.1 | 0.00% | -46.73% | 0.00% | 0.00% | 0.00% | 22:11 | 12:28 | 12:28 | 31:54 | 31:54 | 31:54 | 19:26 | 14:23 |