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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 | |
 | Sange | 10 | 14.29% | 100.0 | 90.00% | +41.67% | -23.33% | +10.00% | 3.58% | 23:17 | 13:09 | 18:21 | 21:25 | 27:39 | 32:51 | 09:18 | 06:53 |
 | Aether Lens | 8 | 11.43% | 98.0 | 87.50% | +37.50% | +12.50% | -37.50% | -2.62% | 34:33 | 20:56 | 23:31 | 28:58 | 42:34 | 49:37 | 19:03 | 14:06 |
 | Magic Stick | 67 | 95.71% | 96.1 | 56.72% | +56.72% | +2.10% | -9.66% | -2.93% | 04:58 | -01:29 | 02:47 | 04:35 | 06:48 | 11:11 | 04:01 | 02:58 |
 | Magic Wand | 63 | 90.00% | 94.1 | 57.14% | +28.57% | +17.86% | -13.39% | -7.98% | 06:44 | 02:56 | 04:42 | 06:16 | 08:37 | 12:58 | 03:55 | 02:54 |
 | Void Stone | 30 | 42.86% | 92.2 | 63.33% | +15.83% | -13.33% | +22.38% | 3.65% | 23:27 | 10:32 | 18:00 | 20:24 | 27:47 | 49:06 | 09:47 | 07:14 |
 | Octarine Core | 7 | 10.00% | 90.2 | 85.71% | +34.92% | +14.29% | -35.71% | 0.00% | 35:25 | 21:01 | 23:31 | 32:30 | 42:39 | 49:37 | 19:08 | 14:10 |
 | Chainmail | 63 | 90.00% | 88.2 | 55.56% | +12.70% | +0.69% | +6.94% | 3.41% | 07:59 | 05:19 | 06:45 | 07:43 | 08:35 | 16:51 | 01:50 | 01:21 |
 | Boots of Speed | 70 | 100.00% | 86.3 | 54.29% | +54.29% | -4.29% | -1.35% | 2.56% | 04:01 | -01:29 | 03:33 | 04:04 | 04:42 | 08:55 | 01:09 | 00:51 |
 | Quelling Blade | 67 | 95.71% | 84.3 | 53.73% | -12.94% | -0.79% | -0.79% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:14 | 00:00 | 00:00 |
 | Bottle | 67 | 95.71% | 82.4 | 53.73% | -12.94% | +10.98% | -12.55% | -23.53% | 01:46 | 00:15 | 01:30 | 01:40 | 02:03 | 03:08 | 00:33 | 00:24 |
 | Phase Boots | 61 | 87.14% | 80.4 | 54.10% | -1.46% | +19.23% | -0.77% | -10.81% | 08:26 | 06:22 | 07:31 | 08:15 | 09:22 | 12:11 | 01:51 | 01:22 |
 | Blade Mail | 4 | 5.71% | 78.4 | 100.00% | +48.48% | 0.00% | 0.00% | 0.00% | 14:33 | 13:25 | 13:25 | 14:23 | 15:01 | 15:23 | 01:36 | 01:11 |
 | Crown | 4 | 5.71% | 76.5 | 100.00% | +48.48% | 0.00% | 0.00% | 0.00% | 35:16 | 18:05 | 18:05 | 20:44 | 34:38 | 1:07:35 | 16:33 | 12:15 |
 | Rod of Atos | 4 | 5.71% | 74.5 | 100.00% | +48.48% | 0.00% | 0.00% | 0.00% | 35:24 | 18:39 | 18:39 | 20:44 | 34:39 | 1:07:35 | 16:00 | 11:51 |
 | Gleipnir | 4 | 5.71% | 72.5 | 100.00% | +48.48% | 0.00% | 0.00% | 0.00% | 36:14 | 20:15 | 20:15 | 21:50 | 35:03 | 1:07:46 | 14:48 | 10:57 |
 | Blight Stone | 38 | 54.29% | 70.6 | 55.26% | +2.13% | +14.74% | -10.82% | -4.50% | 06:23 | 01:56 | 02:52 | 06:04 | 08:33 | 22:18 | 05:41 | 04:12 |
 | Maelstrom | 49 | 70.00% | 68.6 | 53.06% | -4.08% | +5.27% | -11.39% | -4.13% | 17:26 | 12:31 | 14:28 | 16:05 | 18:30 | 29:50 | 04:02 | 02:59 |
 | Javelin | 49 | 70.00% | 66.7 | 53.06% | -4.08% | +13.61% | -11.39% | -4.69% | 14:52 | 08:33 | 11:11 | 14:00 | 16:31 | 25:41 | 05:20 | 03:57 |
 | Wind Lace | 26 | 37.14% | 64.7 | 57.69% | +5.42% | +28.02% | +8.98% | -2.25% | 12:44 | 01:46 | 08:53 | 12:09 | 17:20 | 21:31 | 08:27 | 06:15 |
 | Black King Bar | 45 | 64.29% | 62.7 | 48.89% | -15.11% | +5.66% | -3.44% | -1.52% | 25:24 | 17:34 | 21:50 | 23:55 | 27:50 | 44:52 | 06:00 | 04:26 |
 | Fluffy Hat | 31 | 44.29% | 60.8 | 51.61% | -4.80% | -26.61% | -1.61% | 5.91% | 08:23 | 04:44 | 06:11 | 08:13 | 10:25 | 13:40 | 04:14 | 03:08 |
 | Orb of Venom | 31 | 44.29% | 58.8 | 51.61% | -4.80% | -14.11% | -14.11% | 0.00% | 07:40 | -01:29 | 05:18 | 07:25 | 10:11 | 12:52 | 04:53 | 03:37 |
 | Orb of Corrosion | 31 | 44.29% | 56.9 | 51.61% | -4.80% | -26.61% | -1.61% | 5.84% | 08:47 | 05:14 | 06:35 | 08:24 | 10:52 | 14:10 | 04:17 | 03:10 |
 | Aghanim's Scepter | 24 | 34.29% | 54.9 | 54.17% | -0.18% | +12.50% | -4.17% | -3.29% | 31:25 | 19:45 | 29:08 | 30:50 | 34:12 | 38:48 | 05:04 | 03:45 |
 | Ring of Health | 7 | 10.00% | 52.9 | 71.43% | +19.05% | +28.57% | -21.43% | 0.00% | 37:03 | 21:12 | 28:41 | 37:28 | 38:06 | 56:14 | 09:25 | 06:58 |
 | Linken's Sphere | 5 | 7.14% | 51.0 | 80.00% | +27.69% | +20.00% | +20.00% | 0.00% | 32:21 | 22:42 | 22:42 | 34:25 | 37:36 | 38:07 | 14:54 | 11:02 |
 | Kaya and Sange | 5 | 7.14% | 49.0 | 80.00% | +27.69% | +20.00% | +20.00% | 0.00% | 24:08 | 18:41 | 18:41 | 23:17 | 23:17 | 35:24 | 04:36 | 03:24 |
 | Aghanim's Shard | 13 | 18.57% | 47.1 | 53.85% | -0.54% | -20.52% | -53.85% | -3.21% | 33:48 | 22:22 | 25:49 | 32:19 | 36:12 | 52:00 | 10:23 | 07:41 |
 | Desolator | 8 | 11.43% | 45.1 | 62.50% | +9.27% | -12.50% | -12.50% | 0.00% | 28:14 | 18:23 | 18:54 | 23:52 | 28:30 | 56:40 | 09:36 | 07:06 |
 | Eul's Scepter of Divinity | 19 | 27.14% | 43.1 | 47.37% | -9.49% | -7.37% | -27.37% | -3.92% | 19:07 | 12:19 | 15:18 | 19:08 | 20:24 | 26:30 | 05:06 | 03:46 |
 | Kaya | 6 | 8.57% | 41.2 | 66.67% | +13.54% | -16.67% | -66.67% | 0.00% | 26:21 | 18:21 | 19:25 | 20:29 | 34:56 | 41:39 | 15:31 | 11:29 |
 | Wraith Band | 19 | 27.14% | 39.2 | 42.11% | -16.71% | +37.89% | -22.11% | -52.94% | 03:45 | 00:33 | 02:49 | 03:33 | 03:57 | 07:31 | 01:08 | 00:50 |
 | Heaven's Halberd | 2 | 2.86% | 37.3 | 100.00% | +47.06% | 0.00% | 0.00% | 0.00% | 22:38 | 22:10 | 22:10 | 23:06 | 23:06 | 23:06 | 00:56 | 00:41 |
 | Shiva's Guard | 7 | 10.00% | 35.3 | 57.14% | +3.17% | +42.86% | -7.14% | 0.00% | 37:12 | 28:54 | 32:16 | 32:57 | 37:01 | 50:41 | 04:45 | 03:31 |
 | Crystalys | 5 | 7.14% | 33.3 | 60.00% | +6.15% | +40.00% | -60.00% | 0.00% | 21:46 | 10:10 | 10:10 | 14:30 | 35:10 | 37:03 | 25:00 | 18:31 |
 | Power Treads | 6 | 8.57% | 31.4 | 50.00% | -4.69% | 0.00% | +50.00% | 0.00% | 08:47 | 07:34 | 07:54 | 08:06 | 09:44 | 09:46 | 01:50 | 01:21 |
 | Ring of Protection | 3 | 4.29% | 29.4 | 66.67% | +12.94% | +33.33% | 0.00% | 0.00% | 20:12 | 09:25 | 09:25 | 15:08 | 36:03 | 36:03 | 26:38 | 19:43 |
 | Aghanim's Blessing | 1 | 1.43% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:19 | 56:19 | 56:19 | 56:19 | 56:19 | 56:19 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.43% | 25.5 | 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 | 1.43% | 23.5 | 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 |
 | Medallion of Courage | 1 | 1.43% | 21.6 | 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 |
 | Buckler | 1 | 1.43% | 19.6 | 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 |
 | Daedalus | 1 | 1.43% | 17.6 | 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 |
 | Assault Cuirass | 1 | 1.43% | 15.7 | 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 |
 | Tranquil Boots | 2 | 2.86% | 13.7 | 50.00% | -4.41% | +50.00% | 0.00% | 0.00% | 05:51 | 04:22 | 04:22 | 07:19 | 07:19 | 07:19 | 02:57 | 02:11 |
 | Urn of Shadows | 2 | 2.86% | 11.8 | 50.00% | -4.41% | +50.00% | 0.00% | 0.00% | 13:32 | 09:25 | 09:25 | 17:38 | 17:38 | 17:38 | 08:13 | 06:05 |
 | Refresher Orb | 2 | 2.86% | 9.8 | 50.00% | -4.41% | -50.00% | 0.00% | 0.00% | 50:31 | 44:42 | 44:42 | 56:19 | 56:19 | 56:19 | 11:37 | 08:36 |
 | Yasha | 3 | 4.29% | 7.8 | 33.33% | -21.89% | +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 | 4.29% | 5.9 | 33.33% | -21.89% | -33.33% | 0.00% | 0.00% | 24:01 | 18:50 | 18:50 | 23:24 | 29:48 | 29:48 | 10:58 | 08:07 |
 | Aeon Disk | 4 | 5.71% | 3.9 | 25.00% | -31.06% | -25.00% | +75.00% | 0.00% | 33:22 | 28:21 | 28:21 | 29:46 | 35:57 | 39:23 | 07:36 | 05:37 |
 | Skull Basher | 1 | 1.43% | 2.0 | 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 |