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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 | 12 | 38.71% | 100.0 | 83.33% | +46.49% | +16.67% | +16.67% | 0.00% | 31:56 | 25:47 | 29:48 | 31:18 | 34:12 | 37:07 | 04:24 | 03:15 |
 | Bloodthorn | 13 | 41.94% | 97.4 | 76.92% | +38.03% | +23.08% | -10.25% | -5.04% | 36:08 | 28:35 | 32:47 | 36:44 | 39:24 | 40:43 | 06:37 | 04:54 |
 | Void Stone | 14 | 45.16% | 94.9 | 71.43% | +30.25% | +3.57% | +28.57% | 3.65% | 33:47 | 27:07 | 31:14 | 33:21 | 38:05 | 40:21 | 06:51 | 05:04 |
 | Orchid Malevolence | 14 | 45.16% | 92.3 | 71.43% | +30.25% | +3.57% | -4.76% | -1.62% | 35:53 | 28:21 | 33:05 | 36:06 | 38:13 | 40:21 | 05:08 | 03:48 |
 | Echo Sabre | 28 | 90.32% | 89.7 | 60.71% | +60.71% | +39.29% | -17.85% | -23.16% | 15:44 | 12:45 | 14:22 | 15:47 | 16:50 | 18:34 | 02:28 | 01:49 |
 | Black King Bar | 28 | 90.32% | 87.2 | 60.71% | +60.71% | +10.72% | -3.57% | -4.51% | 21:28 | 17:27 | 19:31 | 21:08 | 22:41 | 26:54 | 03:10 | 02:20 |
 | Aghanim's Shard | 13 | 41.94% | 84.6 | 69.23% | +24.79% | -2.56% | +30.77% | 3.91% | 32:49 | 22:56 | 28:45 | 32:31 | 37:16 | 41:18 | 08:31 | 06:18 |
 | Armlet of Mordiggian | 30 | 96.77% | 82.1 | 56.67% | +56.67% | +18.33% | -28.10% | -23.02% | 11:42 | 09:08 | 10:29 | 11:40 | 12:30 | 15:43 | 02:01 | 01:29 |
 | Quelling Blade | 30 | 96.77% | 79.5 | 56.67% | +56.67% | -19.17% | +0.47% | 0.00% | -01:14 | -01:29 | -01:29 | -01:29 | -01:29 | 01:35 | 00:00 | 00:00 |
 | Mage Slayer | 24 | 77.42% | 76.9 | 58.33% | +15.47% | +8.34% | -25.00% | -9.22% | 24:48 | 18:36 | 21:46 | 22:57 | 25:23 | 38:21 | 03:37 | 02:40 |
 | Power Treads | 31 | 100.00% | 74.4 | 54.84% | +54.84% | +32.66% | -4.84% | -22.50% | 06:08 | 04:37 | 05:02 | 05:52 | 06:42 | 11:32 | 01:40 | 01:14 |
 | Boots of Speed | 31 | 100.00% | 71.8 | 54.84% | +54.84% | +7.66% | +7.66% | 0.00% | 04:20 | 01:53 | 03:37 | 04:27 | 05:00 | 06:57 | 01:23 | 01:01 |
 | Helm of Iron Will | 31 | 100.00% | 69.2 | 54.84% | +54.84% | +20.16% | -29.84% | -15.96% | 09:56 | 03:56 | 08:15 | 10:10 | 11:23 | 15:32 | 03:08 | 02:19 |
 | Buckler | 10 | 32.26% | 66.7 | 70.00% | +22.38% | -3.33% | -20.00% | -1.90% | 29:25 | 23:34 | 24:09 | 28:24 | 32:55 | 39:22 | 08:46 | 06:29 |
 | Assault Cuirass | 10 | 32.26% | 64.1 | 70.00% | +22.38% | -3.33% | -20.00% | -2.19% | 30:36 | 23:53 | 26:34 | 29:41 | 34:11 | 39:36 | 07:37 | 05:38 |
 | Ring of Protection | 10 | 32.26% | 61.5 | 70.00% | +22.38% | -3.33% | -20.00% | -1.91% | 29:25 | 23:34 | 24:09 | 28:24 | 32:54 | 39:22 | 08:45 | 06:28 |
 | Shadow Blade | 3 | 9.68% | 59.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 24:07 | 21:55 | 21:55 | 22:30 | 27:55 | 27:55 | 06:00 | 04:26 |
 | Silver Edge | 3 | 9.68% | 56.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 27:57 | 23:38 | 23:38 | 29:54 | 30:18 | 30:18 | 06:40 | 04:56 |
 | Crystalys | 3 | 9.68% | 53.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 27:24 | 23:38 | 23:38 | 29:00 | 29:35 | 29:35 | 05:57 | 04:24 |
 | Magic Wand | 26 | 83.87% | 51.3 | 53.85% | -6.15% | -10.99% | -37.18% | -4.66% | 04:17 | -01:29 | -01:29 | 02:28 | 07:06 | 18:55 | 08:35 | 06:21 |
 | Magic Stick | 22 | 70.97% | 48.7 | 54.55% | -1.01% | +12.12% | -34.55% | -46.67% | -00:15 | -01:29 | -01:29 | -01:29 | -01:28 | 06:01 | 00:01 | 00:00 |
 | Overwhelming Blink | 5 | 16.13% | 46.2 | 80.00% | +30.00% | +20.00% | -80.00% | 0.00% | 43:34 | 37:51 | 37:51 | 41:03 | 46:34 | 52:08 | 08:43 | 06:27 |
 | Blink Dagger | 17 | 54.84% | 43.6 | 52.94% | -4.20% | +47.06% | -52.94% | -12.27% | 21:32 | 15:55 | 17:12 | 21:39 | 25:21 | 28:10 | 08:09 | 06:02 |
 | Wind Lace | 6 | 19.35% | 41.0 | 66.67% | +14.67% | -16.67% | +33.33% | 0.00% | 12:27 | 04:27 | 10:15 | 12:37 | 16:13 | 18:14 | 05:58 | 04:25 |
 | Wraith Band | 2 | 6.45% | 38.5 | 100.00% | +48.28% | 0.00% | 0.00% | 0.00% | 02:06 | 01:52 | 01:52 | 02:19 | 02:19 | 02:19 | 00:27 | 00:20 |
 | Eye of Skadi | 5 | 16.13% | 35.9 | 60.00% | +6.15% | +40.00% | -60.00% | 0.00% | 33:57 | 31:28 | 31:28 | 34:02 | 34:25 | 36:13 | 02:57 | 02:11 |
 | Bracer | 9 | 29.03% | 33.3 | 44.44% | -14.65% | +5.56% | -44.44% | 0.00% | 01:58 | 00:45 | 01:04 | 01:38 | 01:57 | 04:39 | 00:53 | 00:39 |
 | Nullifier | 1 | 3.23% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:39 | 42:39 | 42:39 | 42:39 | 42:39 | 42:39 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 3.23% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:46 | 10:46 | 10:46 | 10:46 | 10:46 | 10:46 | 00:00 | 00:00 |
 | Sange | 2 | 6.45% | 25.6 | 50.00% | -5.17% | -50.00% | 0.00% | 0.00% | 31:32 | 29:06 | 29:06 | 33:58 | 33:58 | 33:58 | 04:52 | 03:36 |
 | Yasha | 2 | 6.45% | 23.1 | 50.00% | -5.17% | -50.00% | 0.00% | 0.00% | 26:25 | 24:05 | 24:05 | 28:44 | 28:44 | 28:44 | 04:39 | 03:26 |
 | Heaven's Halberd | 2 | 6.45% | 20.5 | 50.00% | -5.17% | -50.00% | 0.00% | 0.00% | 34:14 | 32:49 | 32:49 | 35:38 | 35:38 | 35:38 | 02:49 | 02:05 |
 | Manta Style | 2 | 6.45% | 17.9 | 50.00% | -5.17% | +50.00% | 0.00% | 0.00% | 29:49 | 28:44 | 28:44 | 30:54 | 30:54 | 30:54 | 02:10 | 01:36 |
 | Linken's Sphere | 3 | 9.68% | 15.4 | 33.33% | -23.81% | +66.67% | 0.00% | 0.00% | 34:44 | 27:15 | 27:15 | 32:27 | 44:29 | 44:29 | 17:14 | 12:45 |
 | Ring of Health | 3 | 9.68% | 12.8 | 33.33% | -23.81% | +66.67% | 0.00% | 0.00% | 34:15 | 27:07 | 27:07 | 31:13 | 44:26 | 44:26 | 17:19 | 12:49 |
 | Orb of Venom | 1 | 3.23% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:47 | 08:47 | 08:47 | 08:47 | 08:47 | 08:47 | 00:00 | 00:00 |
 | Blight Stone | 1 | 3.23% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:20 | 05:20 | 05:20 | 05:20 | 05:20 | 05:20 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 3.23% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:30 | 09:30 | 09:30 | 09:30 | 09:30 | 09:30 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 3.23% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:47 | 08:47 | 08:47 | 08:47 | 08:47 | 08:47 | 00:00 | 00:00 |