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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 | |
 | Hand of Midas | 7 | 11.29% | 100.0 | 100.00% | +49.09% | 0.00% | 0.00% | 0.00% | 10:22 | 09:27 | 09:29 | 10:34 | 10:55 | 11:01 | 01:26 | 01:03 |
 | Heart of Tarrasque | 46 | 74.19% | 97.1 | 63.04% | +25.54% | +20.29% | -8.49% | -8.68% | 25:35 | 19:22 | 23:30 | 25:16 | 26:49 | 42:16 | 03:19 | 02:27 |
 | Magic Stick | 42 | 67.74% | 94.1 | 61.90% | +16.90% | +1.74% | +8.10% | 1.07% | 03:36 | -01:29 | 00:50 | 01:41 | 06:48 | 15:31 | 05:58 | 04:25 |
 | Hood of Defiance | 22 | 35.48% | 91.2 | 68.18% | +18.18% | -18.18% | +11.82% | 5.47% | 12:26 | 05:26 | 09:54 | 12:51 | 15:23 | 19:18 | 05:29 | 04:03 |
 | Eye of Skadi | 19 | 30.65% | 88.2 | 68.42% | +17.26% | +11.58% | -28.42% | 0.00% | 32:32 | 22:47 | 27:47 | 31:26 | 36:50 | 44:18 | 09:03 | 06:42 |
 | Ring of Health | 36 | 58.06% | 85.3 | 61.11% | +11.11% | -5.55% | -5.55% | 0.00% | 21:00 | 02:23 | 09:55 | 14:42 | 32:04 | 55:29 | 22:09 | 16:24 |
 | Power Treads | 62 | 100.00% | 82.4 | 56.45% | +56.45% | +12.30% | +3.55% | -4.27% | 07:11 | 04:02 | 05:38 | 06:41 | 07:41 | 13:34 | 02:03 | 01:31 |
 | Quelling Blade | 62 | 100.00% | 79.4 | 56.45% | +56.45% | -6.45% | +3.55% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:25 | 00:00 | 00:00 |
 | Boots of Speed | 62 | 100.00% | 76.5 | 56.45% | +56.45% | -0.20% | +10.22% | 4.25% | 05:15 | 01:40 | 03:35 | 04:50 | 06:02 | 11:44 | 02:27 | 01:48 |
 | Wraith Band | 37 | 59.68% | 73.5 | 59.46% | +7.46% | -3.90% | +18.32% | 22.22% | 02:38 | 01:25 | 02:02 | 02:19 | 02:53 | 05:29 | 00:51 | 00:37 |
 | Diffusal Blade | 56 | 90.32% | 70.6 | 55.36% | -11.31% | +16.07% | -12.50% | -6.75% | 14:50 | 10:07 | 12:05 | 13:37 | 16:19 | 25:58 | 04:14 | 03:08 |
 | Nullifier | 4 | 6.45% | 67.6 | 100.00% | +46.55% | 0.00% | 0.00% | 0.00% | 44:27 | 35:06 | 35:06 | 37:06 | 49:02 | 56:35 | 13:56 | 10:19 |
 | Helm of Iron Will | 4 | 6.45% | 64.7 | 100.00% | +46.55% | 0.00% | 0.00% | 0.00% | 40:29 | 33:49 | 33:49 | 35:52 | 37:09 | 55:07 | 03:20 | 02:28 |
 | Magic Wand | 40 | 64.52% | 61.8 | 57.50% | +2.95% | +22.50% | +12.50% | -1.30% | 06:41 | -01:29 | 02:56 | 04:04 | 10:36 | 18:20 | 07:40 | 05:40 |
 | Skull Basher | 28 | 45.16% | 58.8 | 60.71% | +7.77% | -3.57% | -3.57% | 0.00% | 32:03 | 20:36 | 26:54 | 30:24 | 33:37 | 55:12 | 06:43 | 04:58 |
 | Yasha | 56 | 90.32% | 55.9 | 53.57% | -29.76% | -10.71% | -10.71% | 0.00% | 15:25 | 10:21 | 12:39 | 15:38 | 17:03 | 22:37 | 04:24 | 03:15 |
 | Vanguard | 22 | 35.48% | 52.9 | 59.09% | +4.09% | +7.58% | -19.09% | -3.97% | 36:51 | 27:25 | 31:22 | 35:18 | 38:05 | 55:29 | 06:43 | 04:58 |
 | Abyssal Blade | 20 | 32.26% | 50.0 | 60.00% | +5.24% | 0.00% | 0.00% | 0.00% | 36:54 | 29:45 | 31:23 | 35:34 | 37:44 | 55:30 | 06:21 | 04:42 |
 | Manta Style | 29 | 46.77% | 47.1 | 55.17% | -2.41% | -12.31% | -12.31% | 0.00% | 20:31 | 15:36 | 17:37 | 20:10 | 21:31 | 33:50 | 03:54 | 02:53 |
 | Sange | 21 | 33.87% | 44.1 | 57.14% | +1.04% | +22.86% | +2.86% | -4.96% | 19:20 | 15:08 | 17:07 | 18:27 | 21:09 | 24:37 | 04:02 | 02:59 |
 | Sange and Yasha | 21 | 33.87% | 41.2 | 57.14% | +1.04% | +42.86% | +2.86% | -7.72% | 19:53 | 15:08 | 17:26 | 19:23 | 22:37 | 25:07 | 05:11 | 03:50 |
 | Butterfly | 13 | 20.97% | 38.2 | 61.54% | +6.44% | +38.46% | -28.21% | 0.00% | 33:25 | 23:27 | 27:17 | 33:46 | 36:46 | 42:41 | 09:29 | 07:01 |
 | Swift Blink | 2 | 3.23% | 35.3 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 44:54 | 43:38 | 43:38 | 46:10 | 46:10 | 46:10 | 02:32 | 01:52 |
 | Blink Dagger | 2 | 3.23% | 32.4 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 41:18 | 37:13 | 37:13 | 45:22 | 45:22 | 45:22 | 08:09 | 06:02 |
 | Aghanim's Shard | 3 | 4.84% | 29.4 | 66.67% | +10.74% | +33.33% | 0.00% | 0.00% | 44:05 | 42:30 | 42:30 | 43:52 | 45:53 | 45:53 | 03:23 | 02:30 |
 | Monkey King Bar | 7 | 11.29% | 26.5 | 42.86% | -15.32% | +57.14% | -42.86% | 0.00% | 36:17 | 29:19 | 30:23 | 36:35 | 38:00 | 45:57 | 07:37 | 05:38 |
 | Javelin | 8 | 12.90% | 23.5 | 37.50% | -21.76% | +62.50% | -37.50% | 0.00% | 35:49 | 28:14 | 29:32 | 36:08 | 37:34 | 45:35 | 08:02 | 05:57 |
 | Ethereal Blade | 1 | 1.61% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:50 | 49:50 | 49:50 | 49:50 | 49:50 | 49:50 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 1.61% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.61% | 14.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:53 | 28:53 | 28:53 | 28:53 | 28:53 | 28:53 | 00:00 | 00:00 |
 | Black King Bar | 2 | 3.23% | 11.8 | 50.00% | -6.67% | +50.00% | 0.00% | 0.00% | 40:48 | 36:40 | 36:40 | 44:56 | 44:56 | 44:56 | 08:16 | 06:07 |
 | Shadow Blade | 1 | 1.61% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:06 | 40:06 | 40:06 | 40:06 | 40:06 | 40:06 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.61% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:20 | 55:20 | 55:20 | 55:20 | 55:20 | 55:20 | 00:00 | 00:00 |
 | Silver Edge | 1 | 1.61% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:49 | 43:49 | 43:49 | 43:49 | 43:49 | 43:49 | 00:00 | 00:00 |