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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 | |
 | Hood of Defiance | 25 | 56.82% | 100.0 | 60.00% | +23.16% | -10.00% | +6.67% | 3.09% | 13:03 | 04:54 | 06:28 | 09:53 | 11:52 | 43:23 | 05:24 | 04:00 |
 | Phase Boots | 39 | 88.64% | 97.5 | 53.85% | +33.85% | +6.15% | -3.85% | -3.03% | 08:31 | 05:28 | 06:26 | 07:23 | 09:44 | 22:46 | 03:18 | 02:26 |
 | Chainmail | 39 | 88.64% | 95.0 | 53.85% | +33.85% | -13.85% | -3.85% | 2.86% | 07:21 | 04:06 | 05:13 | 06:22 | 08:43 | 22:06 | 03:30 | 02:35 |
 | Aghanim's Scepter | 35 | 79.55% | 92.5 | 54.29% | +20.96% | -9.85% | +12.38% | 5.21% | 20:17 | 14:39 | 17:20 | 18:49 | 21:36 | 31:56 | 04:16 | 03:09 |
 | Blink Dagger | 33 | 75.00% | 90.0 | 54.55% | +18.19% | +20.45% | -29.55% | -3.59% | 22:10 | 10:08 | 14:40 | 21:13 | 28:36 | 38:50 | 13:56 | 10:19 |
 | Soul Ring | 18 | 40.91% | 87.5 | 61.11% | +18.80% | -21.11% | -11.11% | 2.74% | 06:28 | 02:22 | 04:37 | 06:35 | 08:16 | 10:06 | 03:39 | 02:42 |
 | Bottle | 12 | 27.27% | 85.0 | 66.67% | +22.92% | 0.00% | +33.33% | 33.33% | 01:25 | 00:50 | 01:13 | 01:22 | 01:32 | 01:58 | 00:19 | 00:14 |
 | Magic Wand | 34 | 77.27% | 82.5 | 52.94% | +12.94% | +2.62% | -15.44% | -3.03% | 07:14 | 01:03 | 04:14 | 07:25 | 10:12 | 12:32 | 05:58 | 04:25 |
 | Boots of Speed | 44 | 100.00% | 80.0 | 50.00% | +50.00% | -4.55% | -4.55% | 0.00% | 03:58 | -01:29 | 02:36 | 03:42 | 05:26 | 08:51 | 02:50 | 02:05 |
 | Ring of Health | 35 | 79.55% | 77.5 | 51.43% | +6.99% | +15.24% | +4.13% | -1.83% | 06:30 | 01:44 | 02:57 | 03:41 | 09:01 | 43:18 | 06:04 | 04:29 |
 | Quelling Blade | 28 | 63.64% | 75.0 | 53.57% | +9.82% | +3.57% | -25.00% | 0.00% | -01:25 | -01:29 | -01:29 | -01:29 | -01:29 | 00:08 | 00:00 | 00:00 |
 | Magic Stick | 39 | 88.64% | 72.5 | 46.15% | -33.85% | +3.85% | -6.15% | -1.84% | 03:24 | -01:29 | -01:29 | 03:22 | 06:55 | 11:28 | 08:24 | 06:13 |
 | Ring of Protection | 21 | 47.73% | 70.0 | 52.38% | +4.55% | +27.62% | +7.62% | -9.45% | 01:06 | -01:29 | -01:29 | -01:28 | 03:36 | 07:42 | 05:05 | 03:45 |
 | Black King Bar | 30 | 68.18% | 67.5 | 46.67% | -10.47% | +3.33% | -18.10% | -3.69% | 26:24 | 14:39 | 23:33 | 25:55 | 29:21 | 35:06 | 05:48 | 04:17 |
 | Shiva's Guard | 13 | 29.55% | 65.0 | 53.85% | +5.46% | +46.15% | -20.52% | -7.75% | 34:44 | 26:06 | 29:59 | 34:40 | 38:35 | 43:46 | 08:36 | 06:22 |
 | Pipe of Insight | 2 | 4.55% | 62.5 | 100.00% | +52.38% | 0.00% | 0.00% | 0.00% | 39:40 | 33:40 | 33:40 | 45:39 | 45:39 | 45:39 | 11:59 | 08:52 |
 | Headdress | 2 | 4.55% | 60.0 | 100.00% | +52.38% | 0.00% | 0.00% | 0.00% | 39:12 | 33:40 | 33:40 | 44:44 | 44:44 | 44:44 | 11:04 | 08:11 |
 | Vanguard | 14 | 31.82% | 57.5 | 42.86% | -10.47% | +32.14% | -9.53% | -14.54% | 07:30 | 04:15 | 06:18 | 06:44 | 09:10 | 11:28 | 02:52 | 02:07 |
 | Overwhelming Blink | 8 | 18.18% | 55.0 | 50.00% | 0.00% | 0.00% | -50.00% | -4.50% | 39:53 | 32:07 | 32:44 | 38:49 | 43:51 | 51:27 | 11:07 | 08:14 |
 | Eternal Shroud | 9 | 20.45% | 52.5 | 44.44% | -6.99% | -44.44% | +55.56% | 11.88% | 27:06 | 17:55 | 22:00 | 29:14 | 30:25 | 33:27 | 08:25 | 06:14 |
 | Kaya | 1 | 2.27% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:55 | 42:55 | 42:55 | 42:55 | 42:55 | 42:55 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 2.27% | 47.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:10 | 22:10 | 22:10 | 22:10 | 22:10 | 22:10 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 2.27% | 45.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.27% | 42.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:07 | 21:07 | 21:07 | 21:07 | 21:07 | 21:07 | 00:00 | 00:00 |
 | Void Stone | 8 | 18.18% | 40.0 | 25.00% | -30.56% | -25.00% | +25.00% | 3.74% | 30:07 | 11:57 | 21:55 | 22:47 | 35:18 | 56:19 | 13:23 | 09:54 |
 | Ghost Scepter | 2 | 4.55% | 37.5 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 41:14 | 36:51 | 36:51 | 45:36 | 45:36 | 45:36 | 08:45 | 06:28 |
 | Bracer | 3 | 6.82% | 35.0 | 33.33% | -17.89% | -33.33% | 0.00% | 0.00% | 02:34 | 01:32 | 01:32 | 01:42 | 04:29 | 04:29 | 02:57 | 02:11 |
 | Lotus Orb | 4 | 9.09% | 32.5 | 25.00% | -27.50% | -25.00% | -25.00% | 0.00% | 28:26 | 22:47 | 22:47 | 27:14 | 28:17 | 35:25 | 05:30 | 04:04 |
 | Aghanim's Shard | 5 | 11.36% | 30.0 | 20.00% | -33.85% | +80.00% | -20.00% | 0.00% | 28:47 | 21:39 | 21:39 | 27:42 | 34:06 | 36:22 | 12:27 | 09:13 |
 | Wind Lace | 10 | 22.73% | 27.5 | 10.00% | -51.76% | -10.00% | +40.00% | 8.55% | 06:48 | 02:00 | 04:00 | 06:16 | 09:51 | 11:29 | 05:51 | 04:20 |
 | Skull Basher | 1 | 2.27% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:34 | 40:34 | 40:34 | 40:34 | 40:34 | 40:34 | 00:00 | 00:00 |
 | Bloodstone | 1 | 2.27% | 22.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:27 | 1:13:27 | 1:13:27 | 1:13:27 | 1:13:27 | 1:13:27 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 2.27% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 00:00 | 00:00 |
 | Tranquil Boots | 3 | 6.82% | 17.5 | 0.00% | -53.66% | 0.00% | 0.00% | 0.00% | 06:29 | 04:17 | 04:17 | 07:08 | 08:02 | 08:02 | 03:45 | 02:46 |
 | Aether Lens | 1 | 2.27% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:56 | 20:56 | 20:56 | 20:56 | 20:56 | 20:56 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.27% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:20 | 56:20 | 56:20 | 56:20 | 56:20 | 56:20 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.27% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:59 | 1:02:59 | 1:02:59 | 1:02:59 | 1:02:59 | 1:02:59 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 2.27% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:31 | 52:31 | 52:31 | 52:31 | 52:31 | 52:31 | 00:00 | 00:00 |
 | Force Staff | 1 | 2.27% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:31 | 52:31 | 52:31 | 52:31 | 52:31 | 52:31 | 00:00 | 00:00 |
 | Wraith Band | 1 | 2.27% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |