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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 | |
 | Eternal Shroud | 5 | 9.62% | 100.0 | 100.00% | +57.45% | 0.00% | 0.00% | 0.00% | 26:45 | 18:56 | 18:56 | 25:15 | 32:20 | 34:46 | 13:24 | 09:55 |
 | Bloodstone | 4 | 7.69% | 97.7 | 100.00% | +56.25% | 0.00% | 0.00% | 0.00% | 30:44 | 21:41 | 21:41 | 31:18 | 34:51 | 35:05 | 13:10 | 09:45 |
 | Kaya | 25 | 48.08% | 95.3 | 60.00% | +22.96% | +6.67% | +23.33% | 1.33% | 25:33 | 13:07 | 18:49 | 26:51 | 31:20 | 39:25 | 12:31 | 09:16 |
 | Quelling Blade | 50 | 96.15% | 93.0 | 50.00% | +50.00% | -3.85% | +8.33% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | -01:00 | 00:00 | 00:00 |
 | Black King Bar | 10 | 19.23% | 90.7 | 70.00% | +27.14% | -3.33% | +30.00% | 2.11% | 27:59 | 17:49 | 19:16 | 20:42 | 35:06 | 48:22 | 15:50 | 11:43 |
 | Ring of Health | 51 | 98.08% | 88.4 | 49.02% | +49.02% | -2.87% | -18.25% | -4.42% | 09:53 | 02:36 | 08:37 | 09:51 | 12:06 | 14:43 | 03:29 | 02:34 |
 | Void Stone | 44 | 84.62% | 86.0 | 50.00% | +12.50% | +4.55% | -13.64% | -2.81% | 18:44 | 07:38 | 14:48 | 17:26 | 21:16 | 41:05 | 06:28 | 04:47 |
 | Kaya and Sange | 21 | 40.38% | 83.7 | 57.14% | +15.20% | +2.86% | +22.86% | 1.92% | 27:22 | 17:37 | 21:04 | 28:01 | 31:28 | 39:46 | 10:24 | 07:42 |
 | Magic Stick | 50 | 96.15% | 81.4 | 48.00% | -2.00% | +21.23% | -6.33% | -4.89% | 03:08 | -01:30 | 01:02 | 01:51 | 06:40 | 10:29 | 05:38 | 04:10 |
 | Ring of Protection | 50 | 96.15% | 79.1 | 48.00% | -2.00% | -17.23% | +10.33% | 27.56% | 00:00 | -01:29 | -01:29 | -01:29 | 01:52 | 04:30 | 03:21 | 02:28 |
 | Soul Ring | 50 | 96.15% | 76.7 | 48.00% | -2.00% | +5.85% | -23.00% | -17.48% | 04:13 | 02:19 | 03:09 | 03:55 | 04:48 | 08:03 | 01:39 | 01:13 |
 | Hood of Defiance | 50 | 96.15% | 74.4 | 48.00% | -2.00% | +5.85% | -23.00% | -9.36% | 10:37 | 06:05 | 09:10 | 10:20 | 12:15 | 15:00 | 03:05 | 02:17 |
 | Arcane Boots | 49 | 94.23% | 72.1 | 46.94% | -19.73% | +3.06% | -21.94% | -7.69% | 08:13 | 04:33 | 06:30 | 07:29 | 09:45 | 14:55 | 03:15 | 02:24 |
 | Boots of Speed | 50 | 96.15% | 69.8 | 46.00% | -54.00% | +0.15% | -21.00% | -9.61% | 04:45 | 01:48 | 03:40 | 04:22 | 05:52 | 08:31 | 02:12 | 01:37 |
 | Heaven's Halberd | 13 | 25.00% | 67.4 | 61.54% | +17.95% | +5.13% | +38.46% | 2.77% | 30:41 | 15:47 | 22:14 | 31:34 | 34:15 | 51:35 | 12:01 | 08:54 |
 | Lotus Orb | 25 | 48.08% | 65.1 | 52.00% | +7.56% | +14.67% | -2.00% | -2.60% | 22:05 | 14:27 | 17:45 | 21:04 | 24:10 | 41:29 | 06:25 | 04:45 |
 | Headdress | 11 | 21.15% | 62.8 | 63.64% | +19.74% | -30.31% | +3.03% | 6.27% | 20:38 | 09:12 | 15:52 | 20:06 | 21:11 | 34:28 | 05:19 | 03:56 |
 | Magic Wand | 38 | 73.08% | 60.5 | 47.37% | -2.63% | -7.37% | +8.19% | 3.66% | 07:08 | 01:46 | 04:37 | 07:17 | 08:52 | 16:17 | 04:15 | 03:08 |
 | Aghanim's Shard | 23 | 44.23% | 58.1 | 52.17% | +7.34% | +31.16% | -2.17% | -7.35% | 24:51 | 20:03 | 21:23 | 23:55 | 25:55 | 34:41 | 04:32 | 03:21 |
 | Sange | 36 | 69.23% | 55.8 | 47.22% | -2.78% | +19.45% | -2.78% | -2.39% | 23:35 | 12:32 | 19:11 | 22:40 | 28:28 | 37:08 | 09:17 | 06:52 |
 | Guardian Greaves | 5 | 9.62% | 53.5 | 80.00% | +35.32% | -80.00% | +20.00% | 0.00% | 25:42 | 18:36 | 18:36 | 23:58 | 26:29 | 36:12 | 07:53 | 05:50 |
 | Chainmail | 5 | 9.62% | 51.2 | 80.00% | +35.32% | -80.00% | +20.00% | 0.00% | 22:13 | 13:50 | 13:50 | 20:21 | 22:20 | 34:28 | 08:30 | 06:17 |
 | Mekansm | 5 | 9.62% | 48.8 | 80.00% | +35.32% | -80.00% | +20.00% | 0.00% | 22:14 | 13:54 | 13:54 | 20:21 | 22:20 | 34:29 | 08:26 | 06:14 |
 | Buckler | 5 | 9.62% | 46.5 | 80.00% | +35.32% | -80.00% | +20.00% | 0.00% | 24:20 | 14:57 | 14:57 | 23:14 | 25:45 | 34:29 | 10:48 | 08:00 |
 | Eul's Scepter of Divinity | 23 | 44.23% | 44.2 | 47.83% | -0.45% | +35.50% | -31.16% | -10.50% | 19:40 | 13:16 | 16:26 | 18:13 | 22:47 | 29:53 | 06:21 | 04:42 |
 | Wind Lace | 26 | 50.00% | 41.9 | 46.15% | -3.85% | -3.29% | -12.82% | -1.55% | 15:42 | 01:27 | 13:01 | 15:16 | 19:09 | 24:36 | 06:08 | 04:32 |
 | Shiva's Guard | 2 | 3.85% | 39.5 | 100.00% | +54.00% | 0.00% | 0.00% | 0.00% | 35:27 | 26:26 | 26:26 | 44:27 | 44:27 | 44:27 | 18:01 | 13:20 |
 | Pipe of Insight | 7 | 13.46% | 37.2 | 57.14% | +10.47% | -7.14% | -7.14% | 0.00% | 22:44 | 11:49 | 16:10 | 20:37 | 23:42 | 38:27 | 07:32 | 05:34 |
 | Orb of Venom | 8 | 15.38% | 34.9 | 50.00% | +2.27% | 0.00% | +50.00% | 26.09% | 02:15 | 01:04 | 01:08 | 02:11 | 03:03 | 03:43 | 01:55 | 01:25 |
 | Scythe of Vyse | 3 | 5.77% | 32.6 | 66.67% | +19.73% | -66.67% | 0.00% | 0.00% | 37:13 | 31:48 | 31:48 | 38:47 | 41:05 | 41:05 | 09:17 | 06:52 |
 | Bracer | 7 | 13.46% | 30.2 | 42.86% | -6.03% | -42.86% | +57.14% | 0.00% | 01:22 | -01:28 | 00:42 | 01:28 | 02:04 | 03:08 | 01:22 | 01:00 |
 | Crown | 1 | 1.92% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:12 | 25:12 | 25:12 | 25:12 | 25:12 | 25:12 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.92% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:27 | 59:27 | 59:27 | 59:27 | 59:27 | 59:27 | 00:00 | 00:00 |
 | Dagon | 1 | 1.92% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:03 | 26:03 | 26:03 | 26:03 | 26:03 | 26:03 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 1.92% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:04 | 38:04 | 38:04 | 38:04 | 38:04 | 38:04 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.92% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:23 | 36:23 | 36:23 | 36:23 | 36:23 | 36:23 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 1.92% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:49 | 26:49 | 26:49 | 26:49 | 26:49 | 26:49 | 00:00 | 00:00 |
 | Vanguard | 2 | 3.85% | 14.0 | 50.00% | +2.00% | +50.00% | 0.00% | 0.00% | 16:41 | 12:12 | 12:12 | 21:10 | 21:10 | 21:10 | 08:58 | 06:38 |
 | Ghost Scepter | 2 | 3.85% | 11.6 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 36:02 | 34:18 | 34:18 | 37:46 | 37:46 | 37:46 | 03:28 | 02:34 |
 | Helm of Iron Will | 1 | 1.92% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:32 | 20:32 | 20:32 | 20:32 | 20:32 | 20:32 | 00:00 | 00:00 |
 | Bottle | 1 | 1.92% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:42 | 03:42 | 03:42 | 03:42 | 03:42 | 03:42 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.92% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:57 | 21:57 | 21:57 | 21:57 | 21:57 | 21:57 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.92% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:43 | 06:43 | 06:43 | 06:43 | 06:43 | 06:43 | 00:00 | 00:00 |