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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 | |
 | Mjollnir | 14 | 30.43% | 100.0 | 78.57% | +41.07% | +21.43% | -45.24% | -9.41% | 31:12 | 18:46 | 25:24 | 28:27 | 32:29 | 1:01:40 | 07:05 | 05:14 |
 | Ring of Health | 22 | 47.83% | 97.7 | 68.18% | +34.85% | -18.18% | -8.18% | 1.19% | 32:46 | 20:42 | 29:01 | 31:24 | 37:24 | 48:00 | 08:23 | 06:12 |
 | Vanguard | 11 | 23.91% | 95.5 | 72.73% | +29.87% | -6.06% | -6.06% | 0.00% | 42:02 | 29:32 | 35:06 | 41:53 | 44:48 | 55:37 | 09:42 | 07:11 |
 | Magic Wand | 39 | 84.78% | 93.2 | 56.41% | +42.12% | +3.59% | +13.59% | 2.40% | 04:18 | -01:29 | 01:30 | 02:54 | 05:40 | 14:28 | 04:10 | 03:05 |
 | Void Stone | 17 | 36.96% | 90.9 | 64.71% | +23.33% | -14.71% | -14.71% | 0.00% | 31:58 | 20:42 | 26:14 | 31:25 | 35:23 | 46:00 | 09:09 | 06:46 |
 | Quelling Blade | 38 | 82.61% | 88.6 | 55.26% | +30.26% | -15.26% | +0.30% | 0.00% | -01:24 | -01:30 | -01:29 | -01:29 | -01:29 | 00:12 | 00:00 | 00:00 |
 | Skull Basher | 34 | 73.91% | 86.4 | 55.88% | +22.55% | +21.90% | -5.88% | -6.15% | 25:02 | 19:07 | 22:25 | 24:09 | 26:56 | 41:54 | 04:31 | 03:20 |
 | Refresher Orb | 6 | 13.04% | 84.1 | 83.33% | +38.33% | +16.67% | +16.67% | 0.00% | 42:14 | 39:00 | 39:12 | 39:38 | 45:44 | 49:52 | 06:32 | 04:50 |
 | Magic Stick | 37 | 80.43% | 81.8 | 54.05% | +20.72% | +23.73% | -9.61% | -33.34% | 00:24 | -01:30 | -01:29 | -01:28 | 01:25 | 11:07 | 02:54 | 02:08 |
 | Abyssal Blade | 10 | 21.74% | 79.5 | 70.00% | +25.56% | -3.33% | -20.00% | -1.29% | 42:18 | 29:50 | 35:12 | 37:40 | 48:07 | 58:42 | 12:55 | 09:34 |
 | Boots of Speed | 46 | 100.00% | 77.3 | 50.00% | +50.00% | -8.33% | +4.55% | 7.89% | 02:44 | 00:50 | 01:51 | 02:20 | 03:29 | 05:50 | 01:38 | 01:12 |
 | Maelstrom | 46 | 100.00% | 75.0 | 50.00% | +50.00% | +16.67% | -31.82% | -24.45% | 12:31 | 10:12 | 11:24 | 12:35 | 13:23 | 15:39 | 01:59 | 01:28 |
 | Javelin | 46 | 100.00% | 72.7 | 50.00% | +50.00% | +8.33% | +4.55% | -1.49% | 08:50 | 05:53 | 07:20 | 08:16 | 09:52 | 13:35 | 02:32 | 01:52 |
 | Phase Boots | 44 | 95.65% | 70.5 | 50.00% | 0.00% | +13.64% | -22.73% | -22.73% | 06:09 | 04:24 | 05:22 | 06:03 | 06:58 | 08:14 | 01:36 | 01:11 |
 | Chainmail | 44 | 95.65% | 68.2 | 50.00% | 0.00% | +13.64% | +4.55% | -5.80% | 05:00 | 02:16 | 04:10 | 04:55 | 05:44 | 07:36 | 01:34 | 01:09 |
 | Black King Bar | 45 | 97.83% | 65.9 | 48.89% | -51.11% | +14.75% | -21.62% | -18.98% | 19:07 | 15:54 | 18:09 | 18:48 | 20:04 | 23:46 | 01:55 | 01:25 |
 | Aghanim's Shard | 33 | 71.74% | 63.6 | 51.52% | +5.37% | +10.98% | -14.02% | -5.38% | 25:01 | 19:29 | 21:26 | 23:54 | 26:05 | 48:20 | 04:39 | 03:26 |
 | Linken's Sphere | 13 | 28.26% | 61.4 | 61.54% | +16.09% | +5.13% | +5.13% | 0.00% | 31:38 | 24:09 | 25:19 | 30:49 | 35:04 | 46:23 | 09:45 | 07:13 |
 | Orb of Venom | 5 | 10.87% | 59.1 | 80.00% | +33.66% | +20.00% | +20.00% | 0.00% | 02:08 | -01:29 | -01:29 | 00:58 | 02:33 | 07:49 | 04:02 | 02:59 |
 | Butterfly | 5 | 10.87% | 56.8 | 80.00% | +33.66% | +20.00% | -80.00% | 0.00% | 41:26 | 28:34 | 28:34 | 40:15 | 48:41 | 59:29 | 20:07 | 14:54 |
 | Eye of Skadi | 8 | 17.39% | 54.5 | 62.50% | +15.13% | -12.50% | -12.50% | 0.00% | 33:22 | 28:54 | 29:41 | 32:47 | 34:20 | 38:08 | 04:39 | 03:26 |
 | Blink Dagger | 8 | 17.39% | 52.3 | 62.50% | +15.13% | +37.50% | -12.50% | -8.24% | 28:27 | 22:56 | 23:39 | 26:10 | 29:43 | 35:37 | 06:04 | 04:29 |
 | Crown | 6 | 13.04% | 50.0 | 66.67% | +19.17% | -16.67% | +33.33% | 12.50% | 34:41 | 26:21 | 30:06 | 32:34 | 34:06 | 51:07 | 04:00 | 02:57 |
 | Wraith Band | 9 | 19.57% | 47.7 | 55.56% | +6.91% | +44.44% | -5.56% | -50.00% | 03:05 | 01:59 | 02:09 | 02:31 | 02:54 | 05:58 | 00:45 | 00:33 |
 | Gleipnir | 4 | 8.70% | 45.5 | 75.00% | +27.38% | +25.00% | +25.00% | 0.00% | 37:21 | 29:19 | 29:19 | 32:58 | 34:40 | 52:28 | 05:21 | 03:57 |
 | Rod of Atos | 4 | 8.70% | 43.2 | 75.00% | +27.38% | +25.00% | +25.00% | 0.00% | 36:57 | 28:58 | 28:58 | 32:38 | 34:06 | 52:06 | 05:08 | 03:48 |
 | Swift Blink | 2 | 4.35% | 40.9 | 100.00% | +52.27% | 0.00% | 0.00% | 0.00% | 42:14 | 42:09 | 42:09 | 42:18 | 42:18 | 42:18 | 00:09 | 00:06 |
 | Morbid Mask | 2 | 4.35% | 38.6 | 100.00% | +52.27% | 0.00% | 0.00% | 0.00% | 36:03 | 32:35 | 32:35 | 39:30 | 39:30 | 39:30 | 06:55 | 05:07 |
 | Satanic | 1 | 2.17% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:53 | 39:53 | 39:53 | 39:53 | 39:53 | 39:53 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 2.17% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:00 | 04:00 | 04:00 | 04:00 | 04:00 | 04:00 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.17% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:43 | 06:43 | 06:43 | 06:43 | 06:43 | 06:43 | 00:00 | 00:00 |
 | Blight Stone | 1 | 2.17% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:00 | 04:00 | 04:00 | 04:00 | 04:00 | 04:00 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 2.17% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:40 | 04:40 | 04:40 | 04:40 | 04:40 | 04:40 | 00:00 | 00:00 |
 | Buckler | 2 | 4.35% | 25.0 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 45:47 | 40:54 | 40:54 | 50:40 | 50:40 | 50:40 | 09:46 | 07:14 |
 | Power Treads | 2 | 4.35% | 22.7 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 06:40 | 05:27 | 05:27 | 07:52 | 07:52 | 07:52 | 02:25 | 01:47 |
 | Assault Cuirass | 2 | 4.35% | 20.5 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 45:56 | 40:58 | 40:58 | 50:53 | 50:53 | 50:53 | 09:55 | 07:20 |
 | Ring of Protection | 2 | 4.35% | 18.2 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 45:47 | 40:54 | 40:54 | 50:40 | 50:40 | 50:40 | 09:46 | 07:14 |
 | Sange and Yasha | 3 | 6.52% | 15.9 | 33.33% | -17.83% | -33.33% | 0.00% | 0.00% | 24:48 | 22:18 | 22:18 | 24:26 | 27:39 | 27:39 | 05:21 | 03:57 |
 | Sange | 4 | 8.70% | 13.6 | 25.00% | -27.38% | -25.00% | -25.00% | 0.00% | 26:46 | 22:05 | 22:05 | 24:01 | 27:16 | 33:40 | 05:11 | 03:50 |
 | Yasha | 5 | 10.87% | 11.4 | 20.00% | -33.66% | -20.00% | -20.00% | 0.00% | 23:14 | 19:16 | 19:16 | 24:22 | 24:36 | 26:28 | 05:20 | 03:57 |
 | Heaven's Halberd | 1 | 2.17% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 00:00 | 00:00 |
 | Manta Style | 2 | 4.35% | 6.8 | 0.00% | -52.27% | 0.00% | 0.00% | 0.00% | 29:17 | 28:57 | 28:57 | 29:36 | 29:36 | 29:36 | 00:39 | 00:28 |
 | Wind Lace | 2 | 4.35% | 4.5 | 0.00% | -52.27% | 0.00% | 0.00% | 0.00% | 10:33 | 06:37 | 06:37 | 14:29 | 14:29 | 14:29 | 07:52 | 05:49 |
 | Monkey King Bar | 1 | 2.17% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:28 | 45:28 | 45:28 | 45:28 | 45:28 | 45:28 | 00:00 | 00:00 |