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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 | 10 | 12.99% | 100.0 | 90.00% | +46.72% | -23.33% | +10.00% | 6.83% | 26:30 | 20:17 | 23:14 | 24:27 | 28:07 | 35:18 | 04:53 | 03:37 |
 | Bloodthorn | 16 | 20.78% | 98.2 | 81.25% | +40.27% | +18.75% | -6.25% | -3.77% | 33:04 | 26:48 | 28:55 | 32:11 | 35:33 | 41:10 | 06:38 | 04:54 |
 | Overwhelming Blink | 9 | 11.69% | 96.4 | 88.89% | +44.77% | +11.11% | +11.11% | 0.00% | 37:35 | 31:58 | 34:43 | 37:48 | 40:02 | 41:28 | 05:19 | 03:56 |
 | Orchid Malevolence | 20 | 25.97% | 94.5 | 75.00% | +34.65% | -35.00% | +5.00% | 5.06% | 30:36 | 23:28 | 26:33 | 28:27 | 34:27 | 41:06 | 07:54 | 05:51 |
 | Echo Sabre | 47 | 61.04% | 92.7 | 61.70% | +31.70% | +13.30% | -3.37% | -9.18% | 15:42 | 12:18 | 14:37 | 15:45 | 16:26 | 19:28 | 01:49 | 01:20 |
 | Void Stone | 27 | 35.06% | 90.9 | 66.67% | +26.67% | -38.10% | -9.53% | 3.52% | 31:39 | 17:44 | 26:20 | 31:00 | 34:27 | 50:29 | 08:07 | 06:00 |
 | Mage Slayer | 29 | 37.66% | 89.1 | 65.52% | +25.94% | +34.48% | -22.66% | -7.03% | 25:57 | 18:34 | 21:46 | 24:31 | 29:54 | 40:49 | 08:08 | 06:01 |
 | Eye of Skadi | 12 | 15.58% | 87.3 | 75.00% | +30.38% | +25.00% | +25.00% | 0.00% | 32:33 | 24:36 | 27:15 | 29:57 | 33:42 | 47:37 | 06:27 | 04:46 |
 | Blink Dagger | 57 | 74.03% | 85.5 | 54.39% | +19.39% | -4.39% | +2.75% | 1.15% | 22:47 | 16:22 | 18:53 | 22:44 | 25:07 | 32:19 | 06:14 | 04:37 |
 | Black King Bar | 68 | 88.31% | 83.6 | 52.94% | +30.72% | +17.65% | -29.41% | -15.86% | 21:46 | 17:12 | 19:26 | 21:02 | 22:24 | 36:09 | 02:58 | 02:11 |
 | Quelling Blade | 59 | 76.62% | 81.8 | 52.54% | +13.65% | +0.79% | -5.87% | 0.00% | -01:18 | -01:30 | -01:29 | -01:29 | -01:29 | 05:26 | 00:00 | 00:00 |
 | Bracer | 31 | 40.26% | 80.0 | 58.06% | +14.58% | +4.44% | +4.44% | 0.00% | 02:10 | 00:07 | 01:40 | 02:08 | 02:27 | 04:28 | 00:47 | 00:34 |
 | Magic Wand | 69 | 89.61% | 78.2 | 50.72% | +13.22% | -15.43% | +8.10% | 3.56% | 03:51 | -01:29 | -01:29 | 02:26 | 08:06 | 16:54 | 09:35 | 07:05 |
 | Power Treads | 76 | 98.70% | 76.4 | 50.00% | +50.00% | -2.63% | +2.63% | 2.74% | 06:37 | 03:05 | 05:34 | 06:15 | 07:29 | 11:58 | 01:55 | 01:25 |
 | Armlet of Mordiggian | 74 | 96.10% | 74.5 | 50.00% | +16.67% | +2.63% | -5.56% | -4.96% | 12:03 | 07:58 | 11:10 | 11:53 | 12:49 | 16:51 | 01:39 | 01:13 |
 | Helm of Iron Will | 74 | 96.10% | 72.7 | 50.00% | +16.67% | +2.63% | -11.11% | -6.44% | 10:23 | 02:57 | 09:13 | 10:10 | 11:21 | 16:18 | 02:08 | 01:34 |
 | Boots of Speed | 77 | 100.00% | 70.9 | 49.35% | +49.35% | -1.98% | -17.77% | -5.92% | 04:18 | 00:49 | 02:47 | 04:12 | 05:27 | 10:04 | 02:40 | 01:58 |
 | Magic Stick | 51 | 66.23% | 69.1 | 50.98% | +4.83% | +18.25% | -20.21% | -38.46% | 01:25 | -01:30 | -01:29 | -01:29 | 01:57 | 16:32 | 03:26 | 02:32 |
 | Ring of Protection | 12 | 15.58% | 67.3 | 66.67% | +20.52% | 0.00% | 0.00% | 0.00% | 28:16 | 03:26 | 28:58 | 30:19 | 32:14 | 42:25 | 03:16 | 02:25 |
 | Buckler | 10 | 12.99% | 65.5 | 70.00% | +23.73% | -3.33% | -20.00% | -3.31% | 32:54 | 28:58 | 29:31 | 30:50 | 34:33 | 42:26 | 05:02 | 03:43 |
 | Aghanim's Shard | 28 | 36.36% | 63.6 | 50.00% | +1.02% | +21.43% | -21.43% | -5.82% | 29:51 | 23:30 | 25:53 | 29:21 | 33:15 | 37:32 | 07:22 | 05:27 |
 | Assault Cuirass | 9 | 11.69% | 61.8 | 66.67% | +19.61% | +33.33% | -16.67% | -9.26% | 34:13 | 29:37 | 29:55 | 33:12 | 35:19 | 44:16 | 05:24 | 04:00 |
 | Crystalys | 6 | 7.79% | 60.0 | 66.67% | +18.78% | +33.33% | +33.33% | 0.00% | 33:12 | 29:23 | 30:42 | 31:17 | 35:03 | 39:54 | 04:21 | 03:13 |
 | Ring of Health | 6 | 7.79% | 58.2 | 66.67% | +18.78% | +33.33% | -66.67% | 0.00% | 41:07 | 31:00 | 33:15 | 38:17 | 48:49 | 50:28 | 15:34 | 11:31 |
 | Silver Edge | 6 | 7.79% | 56.4 | 66.67% | +18.78% | +33.33% | +33.33% | 0.00% | 33:34 | 29:52 | 31:07 | 31:41 | 35:11 | 40:13 | 04:04 | 03:00 |
 | Wind Lace | 12 | 15.58% | 54.5 | 50.00% | +0.77% | -16.67% | +16.67% | 8.10% | 09:05 | 02:52 | 06:45 | 07:38 | 10:52 | 17:50 | 04:07 | 03:02 |
 | Blight Stone | 8 | 10.39% | 52.7 | 50.00% | +0.72% | 0.00% | -50.00% | -33.71% | 03:52 | -01:29 | 01:04 | 01:42 | 02:33 | 18:06 | 01:29 | 01:05 |
 | Fluffy Hat | 5 | 6.49% | 50.9 | 60.00% | +11.39% | -60.00% | +40.00% | 0.00% | 03:42 | 02:33 | 02:33 | 03:58 | 04:01 | 04:19 | 01:28 | 01:05 |
 | Orb of Corrosion | 5 | 6.49% | 49.1 | 60.00% | +11.39% | -60.00% | +40.00% | 0.00% | 04:33 | 02:39 | 02:39 | 04:51 | 05:08 | 05:25 | 02:29 | 01:50 |
 | Shadow Blade | 9 | 11.69% | 47.3 | 44.44% | -5.56% | +5.56% | +5.56% | 0.00% | 24:49 | 19:20 | 19:39 | 24:52 | 28:56 | 31:58 | 09:17 | 06:52 |
 | Orb of Venom | 6 | 7.79% | 45.5 | 50.00% | +0.70% | 0.00% | +50.00% | 0.00% | 02:02 | 00:27 | 01:21 | 01:45 | 02:53 | 03:13 | 01:32 | 01:08 |
 | Yasha | 3 | 3.90% | 43.6 | 66.67% | +18.02% | +33.33% | 0.00% | 0.00% | 32:22 | 24:41 | 24:41 | 31:02 | 41:24 | 41:24 | 16:43 | 12:22 |
 | Linken's Sphere | 3 | 3.90% | 41.8 | 66.67% | +18.02% | +33.33% | 0.00% | 0.00% | 38:21 | 31:00 | 31:00 | 33:16 | 50:46 | 50:46 | 19:46 | 14:38 |
 | Vanguard | 1 | 1.30% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 1.30% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:18 | 38:18 | 38:18 | 38:18 | 38:18 | 38:18 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 1.30% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:15 | 22:15 | 22:15 | 22:15 | 22:15 | 22:15 | 00:00 | 00:00 |
 | Manta Style | 1 | 1.30% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:02 | 31:02 | 31:02 | 31:02 | 31:02 | 31:02 | 00:00 | 00:00 |
 | Hand of Midas | 5 | 6.49% | 32.7 | 40.00% | -10.00% | +60.00% | -40.00% | 0.00% | 11:53 | 09:07 | 09:07 | 11:55 | 12:12 | 16:35 | 03:05 | 02:17 |
 | Sange and Yasha | 2 | 2.60% | 30.9 | 50.00% | +0.67% | +50.00% | 0.00% | 0.00% | 33:17 | 25:09 | 25:09 | 41:24 | 41:24 | 41:24 | 16:15 | 12:02 |
 | Soul Ring | 2 | 2.60% | 29.1 | 50.00% | +0.67% | -50.00% | 0.00% | 0.00% | 06:37 | 04:31 | 04:31 | 08:43 | 08:43 | 08:43 | 04:12 | 03:06 |
 | Refresher Orb | 2 | 2.60% | 27.3 | 50.00% | +0.67% | -50.00% | 0.00% | 0.00% | 47:01 | 45:05 | 45:05 | 48:57 | 48:57 | 48:57 | 03:52 | 02:51 |
 | Skull Basher | 3 | 3.90% | 25.5 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 35:50 | 34:35 | 34:35 | 35:15 | 37:41 | 37:41 | 03:06 | 02:17 |
 | Morbid Mask | 3 | 3.90% | 23.6 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 37:20 | 33:08 | 33:08 | 35:29 | 43:23 | 43:23 | 10:15 | 07:35 |
 | Sange | 3 | 3.90% | 21.8 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 28:53 | 22:18 | 22:18 | 22:58 | 41:23 | 41:23 | 19:05 | 14:08 |
 | Swift Blink | 1 | 1.30% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:38 | 36:38 | 36:38 | 36:38 | 36:38 | 36:38 | 00:00 | 00:00 |
 | Javelin | 2 | 2.60% | 18.2 | 0.00% | -50.67% | 0.00% | 0.00% | 0.00% | 49:24 | 44:35 | 44:35 | 54:12 | 54:12 | 54:12 | 09:37 | 07:07 |
 | Monkey King Bar | 1 | 1.30% | 16.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:43 | 44:43 | 44:43 | 44:43 | 44:43 | 44:43 | 00:00 | 00:00 |
 | Butterfly | 1 | 1.30% | 14.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:26 | 27:26 | 27:26 | 27:26 | 27:26 | 27:26 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.30% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 00:00 | 00:00 |
 | Aether Lens | 2 | 2.60% | 10.9 | 0.00% | -50.67% | 0.00% | 0.00% | 0.00% | 23:06 | 21:06 | 21:06 | 25:05 | 25:05 | 25:05 | 03:59 | 02:57 |
 | Heaven's Halberd | 1 | 1.30% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:00 | 25:00 | 25:00 | 25:00 | 25:00 | 25:00 | 00:00 | 00:00 |
 | Satanic | 2 | 2.60% | 7.3 | 0.00% | -50.67% | 0.00% | 0.00% | 0.00% | 34:57 | 33:29 | 33:29 | 36:25 | 36:25 | 36:25 | 02:56 | 02:10 |
 | Mjollnir | 1 | 1.30% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:37 | 54:37 | 54:37 | 54:37 | 54:37 | 54:37 | 00:00 | 00:00 |
 | Maelstrom | 1 | 1.30% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:12 | 54:12 | 54:12 | 54:12 | 54:12 | 54:12 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 1.30% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:49 | 12:49 | 12:49 | 12:49 | 12:49 | 12:49 | 00:00 | 00:00 |