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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 Stick | 32 | 94.12% | 100.0 | 43.75% | +43.75% | +31.25% | -6.25% | -5.41% | 05:08 | -01:29 | 01:36 | 03:51 | 08:32 | 16:10 | 06:56 | 05:08 |
 | Wind Lace | 30 | 88.24% | 97.8 | 43.33% | +18.33% | -5.83% | -0.47% | 0.44% | 13:09 | 02:16 | 05:57 | 11:51 | 18:12 | 36:18 | 12:15 | 09:04 |
 | Void Stone | 30 | 88.24% | 95.7 | 43.33% | +18.33% | +6.67% | -0.47% | -0.76% | 23:06 | 14:18 | 18:26 | 20:55 | 27:49 | 35:59 | 09:23 | 06:57 |
 | Blink Dagger | 34 | 100.00% | 93.5 | 41.18% | +41.18% | -18.96% | +21.32% | 14.13% | 11:56 | 06:31 | 10:12 | 11:50 | 13:03 | 28:37 | 02:51 | 02:06 |
 | Boots of Speed | 34 | 100.00% | 91.3 | 41.18% | +41.18% | +3.26% | +33.82% | 13.79% | 03:41 | -01:29 | 02:41 | 03:27 | 04:54 | 09:23 | 02:13 | 01:38 |
 | Aeon Disk | 6 | 17.65% | 89.1 | 66.67% | +30.96% | +33.33% | -66.67% | -6.44% | 35:13 | 22:29 | 26:28 | 34:41 | 42:00 | 46:52 | 15:32 | 11:30 |
 | Ring of Health | 23 | 67.65% | 87.0 | 43.48% | +7.12% | -10.15% | -10.15% | 0.00% | 22:54 | 03:29 | 15:24 | 19:57 | 31:39 | 38:41 | 16:15 | 12:02 |
 | Eul's Scepter of Divinity | 24 | 70.59% | 84.8 | 41.67% | +1.67% | +8.33% | -8.34% | -2.49% | 23:04 | 14:31 | 18:46 | 21:17 | 25:28 | 36:35 | 06:42 | 04:57 |
 | Bottle | 18 | 52.94% | 82.6 | 44.44% | +6.94% | -4.44% | +30.56% | 16.15% | 02:38 | 01:04 | 01:23 | 02:32 | 03:33 | 05:50 | 02:10 | 01:36 |
 | Quelling Blade | 28 | 82.35% | 80.4 | 39.29% | -10.71% | +17.85% | -10.72% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Hood of Defiance | 15 | 44.12% | 78.3 | 46.67% | +9.83% | -21.67% | +28.33% | 5.92% | 20:15 | 07:31 | 16:16 | 18:17 | 24:43 | 38:55 | 08:27 | 06:15 |
 | Aether Lens | 2 | 5.88% | 76.1 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 34:54 | 34:21 | 34:21 | 35:27 | 35:27 | 35:27 | 01:06 | 00:48 |
 | Octarine Core | 2 | 5.88% | 73.9 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 40:55 | 35:37 | 35:37 | 46:12 | 46:12 | 46:12 | 10:35 | 07:50 |
 | Magic Wand | 26 | 76.47% | 71.7 | 38.46% | -11.54% | -9.89% | +28.21% | 5.59% | 09:22 | 01:27 | 05:41 | 09:00 | 12:30 | 18:04 | 06:49 | 05:02 |
 | Bracer | 13 | 38.24% | 69.6 | 46.15% | +8.05% | -12.82% | +20.52% | 20.62% | 01:49 | -01:29 | -01:29 | 02:28 | 03:06 | 03:35 | 04:35 | 03:23 |
 | Lotus Orb | 10 | 29.41% | 67.4 | 50.00% | +12.50% | +16.67% | 0.00% | -1.87% | 31:34 | 21:14 | 27:52 | 31:39 | 36:46 | 38:46 | 08:54 | 06:35 |
 | Black King Bar | 5 | 14.71% | 65.2 | 60.00% | +22.07% | -60.00% | +40.00% | 5.03% | 36:57 | 26:20 | 26:20 | 37:34 | 46:13 | 47:47 | 19:53 | 14:43 |
 | Tranquil Boots | 12 | 35.29% | 63.0 | 41.67% | +0.76% | -8.34% | +25.00% | 11.30% | 07:23 | 02:46 | 04:34 | 06:40 | 07:31 | 23:26 | 02:57 | 02:11 |
 | Sange | 3 | 8.82% | 60.9 | 66.67% | +27.96% | +33.33% | 0.00% | 0.00% | 37:08 | 29:13 | 29:13 | 39:43 | 42:28 | 42:28 | 13:15 | 09:48 |
 | Headdress | 7 | 20.59% | 58.7 | 42.86% | +2.12% | +7.14% | +7.14% | 0.00% | 23:34 | 15:29 | 19:57 | 22:11 | 27:41 | 30:00 | 07:44 | 05:43 |
 | Pipe of Insight | 4 | 11.76% | 56.5 | 50.00% | +10.00% | -50.00% | +50.00% | 88.24% | 24:56 | 22:26 | 22:26 | 22:54 | 23:34 | 30:49 | 01:08 | 00:50 |
 | Ghost Scepter | 4 | 11.76% | 54.3 | 50.00% | +10.00% | -50.00% | +50.00% | 7.34% | 33:59 | 26:09 | 26:09 | 28:11 | 39:46 | 41:50 | 13:37 | 10:05 |
 | Kaya and Sange | 1 | 2.94% | 52.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 00:00 | 00:00 |
 | Solar Crest | 1 | 2.94% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.94% | 47.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:44 | 22:44 | 22:44 | 22:44 | 22:44 | 22:44 | 00:00 | 00:00 |
 | Kaya | 1 | 2.94% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 2.94% | 43.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:00 | 24:00 | 24:00 | 24:00 | 24:00 | 24:00 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 2.94% | 41.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:57 | 46:57 | 46:57 | 46:57 | 46:57 | 46:57 | 00:00 | 00:00 |
 | Blight Stone | 1 | 2.94% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:44 | 22:44 | 22:44 | 22:44 | 22:44 | 22:44 | 00:00 | 00:00 |
 | Arcane Boots | 5 | 14.71% | 37.0 | 40.00% | -1.38% | +60.00% | -40.00% | -8.11% | 15:39 | 05:46 | 05:46 | 13:42 | 18:06 | 33:40 | 12:20 | 09:08 |
 | Ethereal Blade | 2 | 5.88% | 34.8 | 50.00% | +9.37% | +50.00% | 0.00% | 0.00% | 45:04 | 43:56 | 43:56 | 46:11 | 46:11 | 46:11 | 02:15 | 01:40 |
 | Vanguard | 2 | 5.88% | 32.6 | 50.00% | +9.37% | +50.00% | 0.00% | 0.00% | 10:07 | 06:47 | 06:47 | 13:27 | 13:27 | 13:27 | 06:40 | 04:56 |
 | Crown | 3 | 8.82% | 30.4 | 33.33% | -8.61% | -33.33% | 0.00% | 0.00% | 17:43 | 16:19 | 16:19 | 17:35 | 19:15 | 19:15 | 02:56 | 02:10 |
 | Chainmail | 3 | 8.82% | 28.3 | 33.33% | -8.61% | -33.33% | 0.00% | 0.00% | 14:58 | 06:39 | 06:39 | 15:32 | 22:44 | 22:44 | 16:05 | 11:54 |
 | Veil of Discord | 3 | 8.82% | 26.1 | 33.33% | -8.61% | -33.33% | 0.00% | 0.00% | 18:52 | 16:19 | 16:19 | 19:33 | 20:44 | 20:44 | 04:25 | 03:16 |
 | Ring of Basilius | 3 | 8.82% | 23.9 | 33.33% | -8.61% | -33.33% | 0.00% | 0.00% | 16:42 | 15:33 | 15:33 | 16:18 | 18:14 | 18:14 | 02:41 | 01:59 |
 | Fluffy Hat | 3 | 8.82% | 21.7 | 33.33% | -8.61% | +66.67% | 0.00% | 0.00% | 15:21 | 01:34 | 01:34 | 21:17 | 23:12 | 23:12 | 21:38 | 16:01 |
 | Ring of Protection | 12 | 35.29% | 19.6 | 8.33% | -50.76% | -8.33% | -8.33% | 0.00% | 01:30 | -01:29 | -01:29 | -01:29 | 00:55 | 23:22 | 02:24 | 01:46 |
 | Linken's Sphere | 1 | 2.94% | 17.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:03 | 37:03 | 37:03 | 37:03 | 37:03 | 37:03 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 2.94% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:47 | 23:47 | 23:47 | 23:47 | 23:47 | 23:47 | 00:00 | 00:00 |
 | Force Staff | 2 | 5.88% | 13.0 | 0.00% | -43.75% | 0.00% | 0.00% | 0.00% | 22:25 | 21:18 | 21:18 | 23:31 | 23:31 | 23:31 | 02:13 | 01:38 |
 | Buckler | 1 | 2.94% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:39 | 23:39 | 23:39 | 23:39 | 23:39 | 23:39 | 00:00 | 00:00 |
 | Mekansm | 1 | 2.94% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:01 | 20:01 | 20:01 | 20:01 | 20:01 | 20:01 | 00:00 | 00:00 |
 | Phase Boots | 1 | 2.94% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:15 | 08:15 | 08:15 | 08:15 | 08:15 | 08:15 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 2.94% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:41 | 23:41 | 23:41 | 23:41 | 23:41 | 23:41 | 00:00 | 00:00 |
 | Soul Ring | 5 | 14.71% | 2.2 | 0.00% | -48.28% | 0.00% | 0.00% | 0.00% | 04:00 | 02:15 | 02:15 | 02:54 | 05:47 | 06:40 | 03:32 | 02:37 |