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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 | |
 | Eye of Skadi | 23 | 20.91% | 100.0 | 73.91% | +23.34% | +9.42% | -23.91% | -3.84% | 33:32 | 23:36 | 28:17 | 31:22 | 36:58 | 48:56 | 08:41 | 06:25 |
 | Black King Bar | 95 | 86.36% | 98.2 | 61.05% | +41.05% | +1.45% | +5.62% | 1.12% | 21:37 | 15:39 | 18:49 | 20:34 | 22:33 | 58:04 | 03:44 | 02:45 |
 | Blink Dagger | 75 | 68.18% | 96.4 | 61.33% | +18.47% | +7.09% | -13.96% | -3.80% | 22:28 | 10:38 | 18:47 | 21:56 | 24:19 | 57:12 | 05:32 | 04:05 |
 | Buckler | 16 | 14.55% | 94.6 | 75.00% | +22.87% | 0.00% | -25.00% | -4.46% | 34:23 | 28:21 | 30:37 | 32:29 | 36:13 | 48:21 | 05:36 | 04:08 |
 | Magic Wand | 87 | 79.09% | 92.9 | 57.47% | +9.64% | +10.71% | -16.56% | -5.55% | 03:02 | -01:29 | -01:29 | 01:37 | 06:24 | 21:09 | 07:53 | 05:50 |
 | Helm of Iron Will | 101 | 91.82% | 91.1 | 56.44% | +12.00% | -4.44% | -12.44% | -3.27% | 09:38 | 03:05 | 08:47 | 09:39 | 11:14 | 15:50 | 02:27 | 01:48 |
 | Armlet of Mordiggian | 101 | 91.82% | 89.3 | 56.44% | +12.00% | +3.56% | -12.44% | -7.93% | 11:40 | 07:48 | 10:40 | 11:31 | 12:41 | 18:57 | 02:01 | 01:29 |
 | Power Treads | 109 | 99.09% | 87.5 | 55.96% | +55.96% | +10.71% | -18.92% | -16.61% | 06:36 | 02:59 | 05:21 | 05:59 | 07:08 | 14:45 | 01:47 | 01:19 |
 | Boots of Speed | 110 | 100.00% | 85.7 | 55.45% | +55.45% | +1.69% | -11.01% | -6.51% | 04:36 | -01:29 | 03:26 | 04:11 | 05:23 | 11:58 | 01:57 | 01:26 |
 | Orchid Malevolence | 29 | 26.36% | 83.9 | 65.52% | +13.67% | -22.66% | -8.38% | 1.85% | 31:14 | 14:58 | 26:53 | 31:00 | 34:37 | 55:39 | 07:44 | 05:43 |
 | Heart of Tarrasque | 15 | 13.64% | 82.1 | 73.33% | +20.70% | -23.33% | +1.67% | 2.24% | 31:09 | 22:19 | 24:45 | 31:12 | 35:56 | 45:31 | 11:11 | 08:17 |
 | Echo Sabre | 56 | 50.91% | 80.4 | 57.14% | +3.44% | +7.15% | -14.28% | -8.75% | 16:15 | 10:53 | 14:30 | 15:51 | 16:57 | 29:57 | 02:27 | 01:48 |
 | Blight Stone | 12 | 10.91% | 78.6 | 75.00% | +21.94% | -41.67% | +25.00% | 63.50% | 02:59 | 01:20 | 01:50 | 02:29 | 02:53 | 06:40 | 01:03 | 00:46 |
 | Quelling Blade | 82 | 74.55% | 76.8 | 53.66% | -7.05% | -6.04% | -3.66% | 0.00% | -01:10 | -01:29 | -01:29 | -01:29 | -01:29 | 09:16 | 00:00 | 00:00 |
 | Void Stone | 37 | 33.64% | 75.0 | 59.46% | +6.04% | -26.13% | +7.21% | 3.83% | 30:21 | 14:25 | 25:55 | 30:46 | 34:37 | 55:39 | 08:42 | 06:26 |
 | Assault Cuirass | 14 | 12.73% | 73.2 | 71.43% | +18.30% | +3.57% | -38.10% | -7.76% | 35:41 | 30:22 | 31:49 | 33:40 | 37:11 | 48:38 | 05:22 | 03:58 |
 | Mage Slayer | 20 | 18.18% | 71.4 | 65.00% | +11.67% | +15.00% | +35.00% | 1.36% | 31:09 | 19:57 | 22:22 | 26:34 | 37:05 | 55:46 | 14:43 | 10:54 |
 | Ring of Protection | 28 | 25.45% | 69.6 | 60.71% | +7.05% | -17.85% | +10.72% | 1.12% | 17:36 | 00:10 | 05:02 | 09:01 | 30:38 | 44:17 | 25:36 | 18:57 |
 | Magic Stick | 69 | 62.73% | 67.9 | 50.72% | -12.69% | +8.10% | -21.31% | -29.41% | 00:59 | -01:29 | -01:29 | -01:29 | 01:49 | 13:31 | 03:18 | 02:26 |
 | Shadow Blade | 23 | 20.91% | 66.1 | 60.87% | +6.85% | -10.87% | -10.87% | 0.00% | 28:43 | 19:40 | 24:31 | 25:45 | 28:33 | 46:29 | 04:02 | 02:59 |
 | Bloodthorn | 19 | 17.27% | 64.3 | 63.16% | +9.31% | -3.16% | +36.84% | 8.22% | 36:15 | 24:53 | 32:49 | 36:01 | 37:41 | 55:46 | 04:52 | 03:36 |
 | Overwhelming Blink | 6 | 5.45% | 62.5 | 83.33% | +29.48% | -33.33% | +16.67% | 0.00% | 40:27 | 35:14 | 35:21 | 38:58 | 41:46 | 49:45 | 06:25 | 04:45 |
 | Arcane Blink | 6 | 5.45% | 60.7 | 83.33% | +29.48% | +16.67% | -83.33% | 0.00% | 47:41 | 43:17 | 43:29 | 43:40 | 49:52 | 57:39 | 06:23 | 04:43 |
 | Wind Lace | 12 | 10.91% | 58.9 | 66.67% | +12.59% | 0.00% | 0.00% | 0.00% | 11:28 | 08:17 | 08:49 | 11:18 | 13:45 | 14:52 | 04:56 | 03:39 |
 | Orb of Venom | 12 | 10.91% | 57.1 | 66.67% | +12.59% | -33.34% | 0.00% | 33.34% | 01:19 | -01:29 | 01:07 | 01:24 | 01:31 | 02:58 | 00:24 | 00:17 |
 | Fluffy Hat | 10 | 9.09% | 55.4 | 70.00% | +16.00% | -36.67% | +30.00% | 0.00% | 03:21 | 02:03 | 02:53 | 03:24 | 03:55 | 04:24 | 01:02 | 00:45 |
 | Orb of Corrosion | 10 | 9.09% | 53.6 | 70.00% | +16.00% | -36.67% | +30.00% | 0.00% | 04:04 | 02:19 | 03:24 | 04:06 | 04:47 | 05:20 | 01:23 | 01:01 |
 | Silver Edge | 15 | 13.64% | 51.8 | 60.00% | +5.26% | +40.00% | -35.00% | -10.49% | 32:56 | 25:19 | 28:09 | 29:58 | 35:18 | 50:07 | 07:09 | 05:17 |
 | Crystalys | 15 | 13.64% | 50.0 | 60.00% | +5.26% | +15.00% | -35.00% | -6.85% | 32:25 | 24:20 | 27:37 | 29:50 | 34:55 | 50:07 | 07:18 | 05:24 |
 | Bracer | 31 | 28.18% | 48.2 | 48.39% | -9.84% | +26.61% | -10.89% | -37.50% | 02:32 | -01:29 | 01:27 | 01:49 | 02:22 | 24:21 | 00:55 | 00:40 |
 | Aghanim's Shard | 47 | 42.73% | 46.4 | 42.55% | -22.53% | +15.78% | -9.22% | -3.17% | 26:40 | 17:48 | 21:16 | 25:23 | 29:09 | 54:41 | 07:53 | 05:50 |
 | Soul Ring | 16 | 14.55% | 44.6 | 50.00% | -6.38% | 0.00% | 0.00% | 0.00% | 06:47 | 00:56 | 04:22 | 06:46 | 08:05 | 12:47 | 03:43 | 02:45 |
 | Aether Lens | 9 | 8.18% | 42.9 | 55.56% | +0.11% | -55.56% | +44.44% | 0.00% | 31:37 | 22:53 | 23:39 | 32:03 | 36:38 | 41:43 | 12:59 | 09:37 |
 | Yasha | 4 | 3.64% | 41.1 | 75.00% | +20.28% | +25.00% | -75.00% | 0.00% | 25:31 | 19:26 | 19:26 | 25:22 | 26:28 | 30:47 | 07:02 | 05:12 |
 | Sange | 10 | 9.09% | 39.3 | 50.00% | -6.00% | +16.67% | 0.00% | 0.00% | 22:59 | 13:52 | 15:02 | 24:45 | 28:47 | 34:28 | 13:45 | 10:11 |
 | Heaven's Halberd | 5 | 4.55% | 37.5 | 60.00% | +4.76% | +40.00% | +40.00% | 0.00% | 25:51 | 16:05 | 16:05 | 26:43 | 27:07 | 35:53 | 11:02 | 08:10 |
 | Octarine Core | 5 | 4.55% | 35.7 | 60.00% | +4.76% | -60.00% | +40.00% | 0.00% | 38:54 | 32:37 | 32:37 | 37:16 | 41:04 | 49:51 | 08:27 | 06:15 |
 | Ring of Health | 6 | 5.45% | 33.9 | 50.00% | -5.77% | 0.00% | -50.00% | 0.00% | 39:38 | 28:20 | 36:41 | 38:42 | 43:03 | 50:18 | 06:22 | 04:42 |
 | Vanguard | 3 | 2.73% | 32.1 | 66.67% | +11.53% | +33.33% | 0.00% | 0.00% | 43:15 | 38:43 | 38:43 | 40:44 | 50:19 | 50:19 | 11:36 | 08:35 |
 | Aghanim's Scepter | 3 | 2.73% | 30.4 | 66.67% | +11.53% | -66.67% | 0.00% | 0.00% | 30:16 | 27:29 | 27:29 | 29:31 | 33:48 | 33:48 | 06:19 | 04:40 |
 | Abyssal Blade | 3 | 2.73% | 28.6 | 66.67% | +11.53% | +33.33% | 0.00% | 0.00% | 43:31 | 38:43 | 38:43 | 40:46 | 51:03 | 51:03 | 12:20 | 09:08 |
 | Sange and Yasha | 3 | 2.73% | 26.8 | 66.67% | +11.53% | +33.33% | 0.00% | 0.00% | 25:21 | 19:26 | 19:26 | 25:44 | 30:54 | 30:54 | 11:28 | 08:29 |
 | Hand of Midas | 3 | 2.73% | 25.0 | 66.67% | +11.53% | -66.67% | 0.00% | 0.00% | 10:37 | 10:11 | 10:11 | 10:48 | 10:51 | 10:51 | 00:40 | 00:29 |
 | Skull Basher | 8 | 7.27% | 23.2 | 37.50% | -19.36% | +12.50% | -37.50% | 0.00% | 40:18 | 32:30 | 34:18 | 38:13 | 43:26 | 53:18 | 09:08 | 06:45 |
 | Nullifier | 4 | 3.64% | 21.4 | 50.00% | -5.66% | +50.00% | -50.00% | 0.00% | 43:13 | 32:28 | 32:28 | 32:34 | 47:48 | 60:03 | 15:20 | 11:21 |
 | Swift Blink | 1 | 0.91% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:33 | 54:33 | 54:33 | 54:33 | 54:33 | 54:33 | 00:00 | 00:00 |
 | Satanic | 1 | 0.91% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:16 | 38:16 | 38:16 | 38:16 | 38:16 | 38:16 | 00:00 | 00:00 |
 | Manta Style | 1 | 0.91% | 16.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:28 | 26:28 | 26:28 | 26:28 | 26:28 | 26:28 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.91% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:00 | 52:00 | 52:00 | 52:00 | 52:00 | 52:00 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.91% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:51 | 35:51 | 35:51 | 35:51 | 35:51 | 35:51 | 00:00 | 00:00 |
 | Wraith Band | 2 | 1.82% | 10.7 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 01:10 | 00:49 | 00:49 | 01:31 | 01:31 | 01:31 | 00:42 | 00:31 |
 | Linken's Sphere | 3 | 2.73% | 8.9 | 33.33% | -22.74% | -33.33% | 0.00% | 0.00% | 36:05 | 28:29 | 28:29 | 36:43 | 43:03 | 43:03 | 14:34 | 10:47 |
 | Javelin | 2 | 1.82% | 7.1 | 0.00% | -56.48% | 0.00% | 0.00% | 0.00% | 39:29 | 31:23 | 31:23 | 47:34 | 47:34 | 47:34 | 16:11 | 11:59 |
 | Monkey King Bar | 2 | 1.82% | 5.4 | 0.00% | -56.48% | 0.00% | 0.00% | 0.00% | 40:39 | 32:45 | 32:45 | 48:33 | 48:33 | 48:33 | 15:48 | 11:42 |
 | Phase Boots | 1 | 0.91% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 00:00 | 00:00 |
 | Chainmail | 1 | 0.91% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:39 | 12:39 | 12:39 | 12:39 | 12:39 | 12:39 | 00:00 | 00:00 |