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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 | |
 | Magic Wand | 12 | 80.00% | 100.0 | 41.67% | +41.67% | -8.34% | -8.34% | 0.00% | 05:47 | 01:41 | 02:13 | 02:59 | 10:14 | 15:27 | 08:01 | 05:56 |
 | Magic Stick | 13 | 86.67% | 97.3 | 38.46% | +38.46% | -5.13% | -38.46% | -33.33% | -00:34 | -01:29 | -01:29 | -01:29 | 01:00 | 01:53 | 02:29 | 01:50 |
 | Ring of Health | 9 | 60.00% | 94.6 | 44.44% | +27.77% | +5.56% | +5.56% | 0.00% | 13:31 | 02:41 | 03:04 | 05:27 | 20:16 | 34:59 | 17:12 | 12:44 |
 | Quelling Blade | 15 | 100.00% | 91.9 | 33.33% | +33.33% | +16.67% | +16.67% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Void Stone | 7 | 46.67% | 89.2 | 42.86% | +17.86% | +7.14% | +7.14% | 0.00% | 23:08 | 17:21 | 18:17 | 20:12 | 22:24 | 34:59 | 04:07 | 03:02 |
 | Arcane Boots | 12 | 80.00% | 86.5 | 33.33% | 0.00% | -33.33% | -33.33% | 0.00% | 12:51 | 07:50 | 08:45 | 09:27 | 11:16 | 34:12 | 02:31 | 01:51 |
 | Boots of Speed | 14 | 93.33% | 83.8 | 28.57% | -71.43% | -28.57% | -28.57% | 0.00% | 07:27 | 04:14 | 06:11 | 06:53 | 09:03 | 11:29 | 02:52 | 02:07 |
 | Lotus Orb | 4 | 26.67% | 81.1 | 50.00% | +22.73% | +50.00% | +50.00% | 0.00% | 25:40 | 21:50 | 21:50 | 22:24 | 23:23 | 35:02 | 01:33 | 01:08 |
 | Vanguard | 4 | 26.67% | 78.4 | 50.00% | +22.73% | -50.00% | +50.00% | 0.00% | 07:12 | 05:32 | 05:32 | 05:54 | 08:23 | 09:00 | 02:51 | 02:06 |
 | Diffusal Blade | 4 | 26.67% | 75.7 | 50.00% | +22.73% | -50.00% | +50.00% | 0.00% | 13:16 | 11:00 | 11:00 | 11:23 | 14:36 | 16:06 | 03:36 | 02:40 |
 | Orb of Corrosion | 9 | 60.00% | 73.0 | 33.33% | 0.00% | -33.33% | +16.67% | 41.10% | 05:37 | 03:36 | 05:06 | 05:32 | 06:19 | 06:49 | 01:13 | 00:54 |
 | Fluffy Hat | 10 | 66.67% | 70.3 | 30.00% | -10.00% | +3.33% | +20.00% | 6.90% | 04:24 | 02:12 | 03:03 | 04:22 | 05:28 | 06:58 | 02:25 | 01:47 |
 | Blight Stone | 11 | 73.33% | 67.6 | 27.27% | -22.73% | -27.27% | +6.06% | 11.05% | 04:07 | 02:12 | 02:29 | 03:31 | 05:30 | 06:58 | 03:01 | 02:14 |
 | Orb of Venom | 11 | 73.33% | 64.9 | 27.27% | -22.73% | +6.06% | +6.06% | 0.00% | 03:02 | 01:23 | 02:05 | 02:27 | 03:30 | 05:18 | 01:25 | 01:02 |
 | Urn of Shadows | 1 | 6.67% | 62.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:14 | 03:14 | 03:14 | 03:14 | 03:14 | 03:14 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 6.67% | 59.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:49 | 21:49 | 21:49 | 21:49 | 21:49 | 21:49 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 6.67% | 56.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 00:00 | 00:00 |
 | Blink Dagger | 13 | 86.67% | 54.1 | 23.08% | -76.92% | +10.25% | +10.25% | 0.00% | 15:37 | 12:17 | 13:44 | 14:24 | 17:20 | 19:47 | 03:36 | 02:40 |
 | Aghanim's Shard | 13 | 86.67% | 51.4 | 23.08% | -76.92% | +43.59% | +10.25% | -7.69% | 20:01 | 15:07 | 17:18 | 18:10 | 21:38 | 35:25 | 04:20 | 03:12 |
 | Wind Lace | 2 | 13.33% | 48.6 | 50.00% | +19.23% | +50.00% | 0.00% | 0.00% | 20:33 | 19:52 | 19:52 | 21:14 | 21:14 | 21:14 | 01:22 | 01:00 |
 | Sange | 3 | 20.00% | 45.9 | 33.33% | 0.00% | -33.33% | 0.00% | 0.00% | 28:03 | 25:42 | 25:42 | 27:58 | 30:29 | 30:29 | 04:47 | 03:32 |
 | Heaven's Halberd | 3 | 20.00% | 43.2 | 33.33% | 0.00% | +66.67% | 0.00% | 0.00% | 30:04 | 29:33 | 29:33 | 30:06 | 30:34 | 30:34 | 01:01 | 00:45 |
 | Maelstrom | 3 | 20.00% | 40.5 | 33.33% | 0.00% | -33.33% | 0.00% | 0.00% | 25:45 | 15:02 | 15:02 | 16:40 | 45:32 | 45:32 | 30:30 | 22:35 |
 | Skull Basher | 3 | 20.00% | 37.8 | 33.33% | 0.00% | +66.67% | 0.00% | 0.00% | 35:54 | 27:05 | 27:05 | 39:58 | 40:38 | 40:38 | 13:33 | 10:02 |
 | Aeon Disk | 4 | 26.67% | 35.1 | 25.00% | -11.36% | -25.00% | -25.00% | 0.00% | 33:20 | 27:16 | 27:16 | 30:55 | 34:51 | 40:16 | 07:35 | 05:37 |
 | Javelin | 4 | 26.67% | 32.4 | 25.00% | -11.36% | -25.00% | -25.00% | 0.00% | 27:44 | 07:29 | 07:29 | 16:29 | 41:24 | 45:32 | 33:55 | 25:07 |
 | Ring of Protection | 5 | 33.33% | 29.7 | 20.00% | -20.00% | -20.00% | -20.00% | 0.00% | 02:25 | -01:29 | -01:29 | -01:28 | 06:43 | 09:50 | 08:12 | 06:04 |
 | Black King Bar | 1 | 6.67% | 27.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:35 | 50:35 | 50:35 | 50:35 | 50:35 | 50:35 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 6.67% | 24.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:45 | 47:45 | 47:45 | 47:45 | 47:45 | 47:45 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 6.67% | 21.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:40 | 28:40 | 28:40 | 28:40 | 28:40 | 28:40 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 13.33% | 18.9 | 0.00% | -38.46% | 0.00% | 0.00% | 0.00% | 31:04 | 28:51 | 28:51 | 33:17 | 33:17 | 33:17 | 04:26 | 03:17 |
 | Soul Ring | 2 | 13.33% | 16.2 | 0.00% | -38.46% | 0.00% | 0.00% | 0.00% | 09:01 | 08:08 | 08:08 | 09:54 | 09:54 | 09:54 | 01:46 | 01:18 |
 | Octarine Core | 1 | 6.67% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:13 | 50:13 | 50:13 | 50:13 | 50:13 | 50:13 | 00:00 | 00:00 |
 | Power Treads | 1 | 6.67% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:30 | 08:30 | 08:30 | 08:30 | 08:30 | 08:30 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 6.67% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:55 | 51:55 | 51:55 | 51:55 | 51:55 | 51:55 | 00:00 | 00:00 |
 | Bottle | 3 | 20.00% | 5.4 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 01:09 | 00:38 | 00:38 | 01:12 | 01:36 | 01:36 | 00:58 | 00:42 |
 | Aether Lens | 1 | 6.67% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:02 | 50:02 | 50:02 | 50:02 | 50:02 | 50:02 | 00:00 | 00:00 |