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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 | |
 | Gleipnir | 7 | 6.36% | 100.0 | 100.00% | +48.54% | 0.00% | 0.00% | 0.00% | 36:52 | 20:15 | 21:50 | 35:03 | 38:40 | 1:07:46 | 16:50 | 12:28 |
 | Crown | 7 | 6.36% | 98.2 | 100.00% | +48.54% | 0.00% | 0.00% | 0.00% | 36:09 | 18:05 | 20:44 | 34:38 | 38:38 | 1:07:35 | 17:54 | 13:15 |
 | Rod of Atos | 7 | 6.36% | 96.4 | 100.00% | +48.54% | 0.00% | 0.00% | 0.00% | 36:14 | 18:39 | 20:44 | 34:39 | 38:38 | 1:07:35 | 17:54 | 13:15 |
 | Aether Lens | 10 | 9.09% | 94.5 | 90.00% | +39.00% | +10.00% | -40.00% | 0.00% | 35:36 | 20:56 | 28:58 | 32:30 | 43:46 | 49:37 | 14:48 | 10:57 |
 | Sange | 22 | 20.00% | 92.7 | 77.27% | +28.41% | +6.06% | -17.27% | -3.04% | 23:01 | 13:09 | 18:27 | 21:55 | 26:07 | 33:44 | 07:40 | 05:40 |
 | Octarine Core | 9 | 8.18% | 90.9 | 88.89% | +37.40% | +11.11% | -38.89% | 0.00% | 36:46 | 21:01 | 23:31 | 39:09 | 43:56 | 49:37 | 20:25 | 15:07 |
 | Void Stone | 48 | 43.64% | 89.1 | 62.50% | +14.11% | -12.50% | +12.50% | 1.78% | 25:36 | 10:32 | 18:09 | 20:56 | 32:11 | 55:06 | 14:02 | 10:23 |
 | Magic Wand | 103 | 93.64% | 87.3 | 56.31% | +27.74% | +5.23% | -2.46% | -2.00% | 06:31 | 01:57 | 04:33 | 06:13 | 08:24 | 13:14 | 03:51 | 02:51 |
 | Magic Stick | 107 | 97.27% | 85.5 | 56.07% | +56.07% | -4.22% | -0.51% | 0.90% | 04:58 | -01:29 | 02:41 | 04:49 | 06:48 | 12:33 | 04:07 | 03:02 |
 | Chainmail | 99 | 90.00% | 83.6 | 55.56% | +10.11% | +0.44% | -7.56% | -3.27% | 07:57 | 05:05 | 06:33 | 07:38 | 09:00 | 16:51 | 02:27 | 01:48 |
 | Boots of Speed | 110 | 100.00% | 81.8 | 54.55% | +54.55% | -4.55% | -2.70% | 1.56% | 04:12 | -01:29 | 03:35 | 04:09 | 04:46 | 08:55 | 01:11 | 00:52 |
 | Maelstrom | 78 | 70.91% | 80.0 | 56.41% | +6.41% | +13.59% | -14.30% | -7.47% | 17:09 | 12:12 | 14:35 | 16:11 | 18:19 | 29:50 | 03:44 | 02:45 |
 | Quelling Blade | 107 | 97.27% | 78.2 | 54.21% | -12.46% | -17.17% | -6.06% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:14 | 00:00 | 00:00 |
 | Bottle | 107 | 97.27% | 76.4 | 54.21% | -12.46% | -2.36% | -2.36% | 0.00% | 01:59 | 00:15 | 01:32 | 01:41 | 02:03 | 11:13 | 00:31 | 00:22 |
 | Phase Boots | 97 | 88.18% | 74.5 | 54.64% | +0.79% | +12.03% | -12.97% | -11.63% | 08:29 | 05:52 | 07:24 | 08:14 | 09:33 | 12:11 | 02:09 | 01:35 |
 | Javelin | 79 | 71.82% | 72.7 | 55.70% | +4.09% | +14.30% | -10.70% | -5.45% | 14:28 | 08:33 | 11:11 | 13:16 | 15:46 | 25:41 | 04:35 | 03:23 |
 | Aghanim's Scepter | 46 | 41.82% | 70.9 | 58.70% | +7.14% | +7.97% | -13.25% | -3.74% | 31:15 | 19:45 | 28:53 | 31:08 | 34:33 | 43:50 | 05:40 | 04:11 |
 | Black King Bar | 67 | 60.91% | 69.1 | 53.73% | -2.08% | +5.09% | +10.98% | 0.97% | 25:43 | 17:34 | 22:24 | 24:24 | 28:28 | 44:52 | 06:04 | 04:29 |
 | Ring of Health | 18 | 16.36% | 67.3 | 66.67% | +14.50% | +13.33% | +33.33% | 1.37% | 36:22 | 17:20 | 28:41 | 34:25 | 43:15 | 56:14 | 14:34 | 10:47 |
 | Blight Stone | 67 | 60.91% | 65.5 | 52.24% | -5.90% | +24.23% | -5.18% | -5.51% | 06:30 | 01:20 | 02:43 | 06:04 | 08:03 | 28:46 | 05:20 | 03:57 |
 | Wind Lace | 35 | 31.82% | 63.6 | 57.14% | +3.81% | +20.64% | -1.58% | -2.95% | 13:05 | 01:46 | 09:12 | 12:23 | 16:44 | 22:48 | 07:32 | 05:34 |
 | Linken's Sphere | 11 | 10.00% | 61.8 | 72.73% | +20.20% | -6.06% | -6.06% | 0.00% | 32:15 | 22:42 | 25:19 | 30:04 | 34:25 | 53:11 | 09:06 | 06:44 |
 | Blade Mail | 4 | 3.64% | 60.0 | 100.00% | +47.17% | 0.00% | 0.00% | 0.00% | 14:33 | 13:25 | 13:25 | 14:23 | 15:01 | 15:23 | 01:36 | 01:11 |
 | Kaya and Sange | 13 | 11.82% | 58.2 | 69.23% | +16.65% | -2.56% | -35.90% | -4.68% | 25:50 | 18:41 | 20:29 | 24:53 | 27:36 | 35:24 | 07:07 | 05:16 |
 | Orb of Corrosion | 57 | 51.82% | 56.4 | 50.88% | -7.61% | -15.17% | -0.88% | 3.63% | 08:57 | 05:14 | 06:54 | 08:40 | 10:50 | 20:51 | 03:56 | 02:54 |
 | Fluffy Hat | 57 | 51.82% | 54.5 | 50.88% | -7.61% | -15.17% | -0.88% | 3.99% | 08:25 | 03:49 | 06:38 | 07:50 | 10:13 | 20:48 | 03:35 | 02:39 |
 | Orb of Venom | 57 | 51.82% | 52.7 | 50.88% | -7.61% | -8.02% | -15.17% | -1.84% | 07:56 | -01:29 | 05:49 | 07:39 | 09:42 | 20:48 | 03:53 | 02:52 |
 | Kaya | 14 | 12.73% | 50.9 | 64.29% | +11.16% | +10.71% | -30.96% | -4.20% | 26:06 | 18:21 | 20:29 | 24:48 | 30:24 | 41:39 | 09:55 | 07:20 |
 | Aghanim's Shard | 20 | 18.18% | 49.1 | 55.00% | +0.56% | -15.00% | -35.00% | -3.28% | 34:01 | 22:22 | 30:18 | 32:29 | 36:24 | 52:00 | 06:06 | 04:31 |
 | Shiva's Guard | 13 | 11.82% | 47.3 | 61.54% | +7.93% | +38.46% | -28.21% | -5.42% | 37:36 | 23:02 | 32:16 | 37:11 | 44:34 | 50:41 | 12:18 | 09:06 |
 | Eul's Scepter of Divinity | 26 | 23.64% | 45.5 | 50.00% | -5.95% | -7.14% | -33.33% | -3.84% | 19:11 | 12:19 | 15:18 | 19:08 | 22:07 | 26:30 | 06:49 | 05:02 |
 | Heaven's Halberd | 3 | 2.73% | 43.6 | 100.00% | +46.73% | 0.00% | 0.00% | 0.00% | 22:03 | 20:53 | 20:53 | 22:10 | 23:06 | 23:06 | 02:13 | 01:38 |
 | Aghanim's Blessing | 5 | 4.55% | 41.8 | 80.00% | +26.67% | +20.00% | +20.00% | 0.00% | 49:20 | 45:28 | 45:28 | 49:20 | 50:05 | 56:19 | 04:37 | 03:25 |
 | Wraith Band | 22 | 20.00% | 40.0 | 45.45% | -11.37% | +21.22% | -5.45% | -13.45% | 03:55 | 00:33 | 03:16 | 03:33 | 05:15 | 07:31 | 01:59 | 01:28 |
 | Desolator | 14 | 12.73% | 38.2 | 50.00% | -5.21% | 0.00% | +16.67% | 1.69% | 26:48 | 15:36 | 18:54 | 23:52 | 28:46 | 56:40 | 09:52 | 07:18 |
 | Ring of Protection | 7 | 6.36% | 36.4 | 57.14% | +2.77% | -7.14% | -7.14% | 0.00% | 10:58 | -01:30 | -01:29 | 09:25 | 11:20 | 36:03 | 12:49 | 09:29 |
 | Refresher Orb | 7 | 6.36% | 34.5 | 57.14% | +2.77% | -57.14% | +42.86% | 0.00% | 47:54 | 37:47 | 41:30 | 49:08 | 50:42 | 56:19 | 09:12 | 06:48 |
 | Crystalys | 5 | 4.55% | 32.7 | 60.00% | +5.71% | +40.00% | -60.00% | 0.00% | 21:46 | 10:10 | 10:10 | 14:30 | 35:10 | 37:03 | 25:00 | 18:31 |
 | Urn of Shadows | 5 | 4.55% | 30.9 | 60.00% | +5.71% | +40.00% | -60.00% | 0.00% | 11:52 | 09:25 | 09:25 | 09:45 | 12:56 | 17:38 | 03:31 | 02:36 |
 | Power Treads | 9 | 8.18% | 29.1 | 44.44% | -11.01% | +5.56% | +5.56% | 0.00% | 09:18 | 07:34 | 07:54 | 09:38 | 09:46 | 12:23 | 01:52 | 01:22 |
 | Spirit Vessel | 3 | 2.73% | 27.3 | 66.67% | +12.46% | +33.33% | 0.00% | 0.00% | 15:54 | 14:13 | 14:13 | 14:59 | 18:31 | 18:31 | 04:18 | 03:11 |
 | Daedalus | 1 | 0.91% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:32 | 30:32 | 30:32 | 30:32 | 30:32 | 30:32 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.91% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:52 | 16:52 | 16:52 | 16:52 | 16:52 | 16:52 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.91% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:27 | 11:27 | 11:27 | 11:27 | 11:27 | 11:27 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.91% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 00:00 | 00:00 |
 | Buckler | 1 | 0.91% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:04 | 36:04 | 36:04 | 36:04 | 36:04 | 36:04 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.91% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:47 | 45:47 | 45:47 | 45:47 | 45:47 | 45:47 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.91% | 14.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:30 | 1:05:30 | 1:05:30 | 1:05:30 | 1:05:30 | 1:05:30 | 00:00 | 00:00 |
 | Aeon Disk | 5 | 4.55% | 12.7 | 40.00% | -15.24% | -40.00% | +60.00% | 0.00% | 36:25 | 28:21 | 28:21 | 35:57 | 39:23 | 48:40 | 11:02 | 08:10 |
 | Tranquil Boots | 2 | 1.82% | 10.9 | 50.00% | -4.63% | +50.00% | 0.00% | 0.00% | 05:51 | 04:22 | 04:22 | 07:19 | 07:19 | 07:19 | 02:57 | 02:11 |
 | Yasha | 3 | 2.73% | 9.1 | 33.33% | -21.81% | +66.67% | 0.00% | 0.00% | 19:17 | 14:46 | 14:46 | 14:52 | 28:14 | 28:14 | 13:28 | 09:58 |
 | Manta Style | 3 | 2.73% | 7.3 | 33.33% | -21.81% | -33.33% | 0.00% | 0.00% | 24:01 | 18:50 | 18:50 | 23:24 | 29:48 | 29:48 | 10:58 | 08:07 |
 | Ghost Scepter | 1 | 0.91% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.91% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:43 | 36:43 | 36:43 | 36:43 | 36:43 | 36:43 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.91% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:12 | 30:12 | 30:12 | 30:12 | 30:12 | 30:12 | 00:00 | 00:00 |