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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 | |
 | Blight Stone | 26 | 50.00% | 100.0 | 61.54% | +19.23% | -4.40% | +21.79% | 4.18% | 03:47 | -01:29 | -01:29 | -01:28 | 07:45 | 26:44 | 09:14 | 06:50 |
 | Wind Lace | 38 | 73.08% | 98.1 | 55.26% | +12.40% | +14.74% | +0.30% | -2.05% | 10:06 | 01:59 | 05:55 | 07:25 | 12:57 | 26:10 | 07:02 | 05:12 |
 | Boots of Speed | 52 | 100.00% | 96.2 | 51.92% | +51.92% | +17.31% | -5.77% | -7.33% | 05:27 | 01:42 | 03:34 | 04:51 | 06:43 | 12:50 | 03:09 | 02:20 |
 | Ring of Health | 28 | 53.85% | 94.3 | 57.14% | +11.31% | +14.29% | -28.57% | -6.29% | 17:32 | 08:08 | 13:09 | 16:33 | 19:58 | 27:43 | 06:49 | 05:02 |
 | Drum of Endurance | 26 | 50.00% | 92.5 | 57.69% | +11.54% | -14.83% | +8.98% | 3.63% | 16:24 | 08:22 | 11:59 | 15:43 | 18:33 | 27:43 | 06:34 | 04:51 |
 | Aghanim's Shard | 37 | 71.15% | 90.6 | 54.05% | +7.38% | -9.61% | -20.72% | -2.54% | 24:57 | 15:03 | 22:30 | 23:44 | 26:52 | 35:06 | 04:22 | 03:14 |
 | Boots of Bearing | 20 | 38.46% | 88.7 | 60.00% | +13.12% | -20.00% | -20.00% | 0.00% | 25:41 | 12:53 | 18:45 | 26:48 | 28:33 | 58:51 | 09:48 | 07:15 |
 | Ring of Protection | 50 | 96.15% | 86.8 | 50.00% | -50.00% | +19.23% | 0.00% | -2.34% | 12:54 | -01:29 | 07:41 | 11:05 | 15:54 | 44:04 | 08:13 | 06:05 |
 | Buckler | 50 | 96.15% | 84.9 | 50.00% | -50.00% | +26.92% | -8.33% | -4.79% | 13:02 | -01:29 | 08:37 | 11:21 | 15:59 | 44:05 | 07:22 | 05:27 |
 | Pipe of Insight | 27 | 51.92% | 83.0 | 55.56% | +7.56% | +15.87% | -26.99% | -6.89% | 20:58 | 13:00 | 17:26 | 19:46 | 23:39 | 29:29 | 06:13 | 04:36 |
 | Vladmir's Offering | 35 | 67.31% | 81.1 | 51.43% | -1.51% | +26.35% | -6.99% | -8.77% | 14:23 | 07:02 | 10:16 | 12:48 | 14:04 | 33:58 | 03:48 | 02:48 |
 | Magic Wand | 40 | 76.92% | 79.2 | 50.00% | -8.33% | 0.00% | -10.00% | -1.81% | 04:09 | -01:30 | -01:29 | 03:35 | 07:00 | 16:49 | 08:29 | 06:17 |
 | Chainmail | 26 | 50.00% | 77.4 | 53.85% | +3.85% | -10.99% | +12.82% | 3.48% | 11:31 | 03:12 | 08:00 | 09:57 | 14:51 | 26:56 | 06:51 | 05:04 |
 | Hood of Defiance | 26 | 50.00% | 75.5 | 53.85% | +3.85% | +17.58% | -37.18% | -7.88% | 17:23 | 10:12 | 13:16 | 16:33 | 20:13 | 26:24 | 06:57 | 05:08 |
 | Ring of Basilius | 36 | 69.23% | 73.6 | 50.00% | -6.25% | +16.67% | -27.78% | -6.93% | 09:37 | 01:14 | 04:36 | 07:53 | 11:01 | 33:15 | 06:25 | 04:45 |
 | Headdress | 36 | 69.23% | 71.7 | 50.00% | -6.25% | +27.78% | -16.67% | -5.93% | 14:22 | 03:47 | 09:43 | 14:51 | 17:13 | 29:09 | 07:30 | 05:33 |
 | Morbid Mask | 36 | 69.23% | 69.8 | 50.00% | -6.25% | +38.89% | -16.67% | -10.13% | 13:45 | 04:58 | 09:38 | 11:23 | 15:07 | 33:51 | 05:29 | 04:03 |
 | Mekansm | 22 | 42.31% | 67.9 | 54.55% | +4.55% | +12.12% | +25.45% | 1.86% | 14:45 | 09:35 | 10:53 | 13:26 | 18:02 | 27:39 | 07:09 | 05:17 |
 | Arcane Boots | 22 | 42.31% | 66.0 | 54.55% | +4.55% | +28.78% | +5.45% | -2.44% | 11:12 | 04:54 | 05:31 | 08:56 | 15:04 | 26:54 | 09:33 | 07:04 |
 | Sange | 3 | 5.77% | 64.2 | 100.00% | +51.02% | 0.00% | 0.00% | 0.00% | 30:00 | 28:38 | 28:38 | 29:45 | 31:36 | 31:36 | 02:58 | 02:11 |
 | Heaven's Halberd | 3 | 5.77% | 62.3 | 100.00% | +51.02% | 0.00% | 0.00% | 0.00% | 32:26 | 31:15 | 31:15 | 31:54 | 34:09 | 34:09 | 02:54 | 02:08 |
 | Vanguard | 3 | 5.77% | 60.4 | 100.00% | +51.02% | 0.00% | 0.00% | 0.00% | 33:19 | 19:52 | 19:52 | 28:15 | 51:49 | 51:49 | 31:57 | 23:40 |
 | Magic Stick | 33 | 63.46% | 58.5 | 48.48% | -9.41% | +1.52% | +1.52% | 0.00% | 04:21 | -01:29 | 00:09 | 02:48 | 07:29 | 15:50 | 07:20 | 05:25 |
 | Wraith Pact | 16 | 30.77% | 56.6 | 56.25% | +6.25% | +18.75% | -31.25% | -2.97% | 27:01 | 11:14 | 17:49 | 24:29 | 34:40 | 54:34 | 16:51 | 12:28 |
 | Tranquil Boots | 26 | 50.00% | 54.7 | 50.00% | -3.85% | +21.43% | +16.67% | -0.56% | 13:26 | 05:13 | 06:49 | 07:47 | 15:22 | 58:31 | 08:33 | 06:20 |
 | Guardian Greaves | 21 | 40.38% | 52.8 | 52.38% | +0.77% | +7.62% | +7.62% | 0.00% | 19:41 | 13:49 | 15:59 | 18:36 | 22:19 | 30:00 | 06:20 | 04:41 |
 | Crimson Guard | 2 | 3.85% | 50.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 26:44 | 23:11 | 23:11 | 30:16 | 30:16 | 30:16 | 07:05 | 05:14 |
 | Helm of Iron Will | 2 | 3.85% | 49.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 25:33 | 21:36 | 21:36 | 29:30 | 29:30 | 29:30 | 07:54 | 05:51 |
 | Void Stone | 7 | 13.46% | 47.2 | 57.14% | +6.03% | +42.86% | -57.14% | 0.00% | 37:04 | 23:34 | 27:44 | 37:42 | 38:39 | 54:50 | 10:55 | 08:05 |
 | Assault Cuirass | 17 | 32.69% | 45.3 | 41.18% | -15.96% | -16.18% | +8.82% | 1.78% | 36:25 | 21:17 | 27:08 | 32:33 | 41:10 | 1:12:38 | 14:02 | 10:23 |
 | Null Talisman | 14 | 26.92% | 43.4 | 42.86% | -12.40% | +7.14% | -9.53% | -5.13% | 03:30 | 01:18 | 01:44 | 02:37 | 04:59 | 08:20 | 03:15 | 02:24 |
 | Aghanim's Scepter | 8 | 15.38% | 41.5 | 50.00% | -2.27% | 0.00% | -50.00% | -4.89% | 34:14 | 18:33 | 27:20 | 35:39 | 37:34 | 48:37 | 10:14 | 07:34 |
 | Quelling Blade | 5 | 9.62% | 39.6 | 60.00% | +8.94% | +40.00% | +40.00% | 0.00% | 04:06 | -01:29 | -01:29 | -01:29 | 05:58 | 18:57 | 07:27 | 05:31 |
 | Scythe of Vyse | 6 | 11.54% | 37.7 | 50.00% | -2.17% | +50.00% | -50.00% | 0.00% | 42:28 | 31:22 | 32:31 | 38:50 | 54:55 | 56:25 | 22:24 | 16:35 |
 | Wraith Band | 6 | 11.54% | 35.8 | 50.00% | -2.17% | +50.00% | -50.00% | 0.00% | 02:14 | 01:03 | 01:47 | 02:04 | 02:55 | 03:09 | 01:08 | 00:50 |
 | Medallion of Courage | 6 | 11.54% | 34.0 | 50.00% | -2.17% | -50.00% | +50.00% | 0.00% | 07:27 | 03:49 | 05:06 | 06:02 | 10:49 | 12:28 | 05:43 | 04:14 |
 | Crown | 6 | 11.54% | 32.1 | 50.00% | -2.17% | -50.00% | +50.00% | 0.00% | 10:03 | 01:54 | 05:16 | 08:02 | 12:02 | 24:27 | 06:46 | 05:00 |
 | Solar Crest | 6 | 11.54% | 30.2 | 50.00% | -2.17% | -50.00% | +50.00% | 0.00% | 13:41 | 08:10 | 09:48 | 10:39 | 13:44 | 26:14 | 03:56 | 02:54 |
 | Octarine Core | 1 | 1.92% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:50 | 52:50 | 52:50 | 52:50 | 52:50 | 52:50 | 00:00 | 00:00 |
 | Cornucopia | 1 | 1.92% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:08 | 27:08 | 27:08 | 27:08 | 27:08 | 27:08 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.92% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:12 | 29:12 | 29:12 | 29:12 | 29:12 | 29:12 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 1.92% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:13 | 59:13 | 59:13 | 59:13 | 59:13 | 59:13 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 1.92% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:24 | 17:24 | 17:24 | 17:24 | 17:24 | 17:24 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 1.92% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:03 | 39:03 | 39:03 | 39:03 | 39:03 | 39:03 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 1.92% | 17.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 00:00 | 00:00 |
 | Power Treads | 1 | 1.92% | 15.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:51 | 08:51 | 08:51 | 08:51 | 08:51 | 08:51 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.92% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 00:00 | 00:00 |
 | Black King Bar | 1 | 1.92% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:00 | 48:00 | 48:00 | 48:00 | 48:00 | 48:00 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 1.92% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:39 | 37:39 | 37:39 | 37:39 | 37:39 | 37:39 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 1.92% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:02 | 05:02 | 05:02 | 05:02 | 05:02 | 05:02 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 1.92% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:00 | 06:00 | 06:00 | 06:00 | 06:00 | 06:00 | 00:00 | 00:00 |
 | Boots of Travel | 2 | 3.85% | 3.8 | 0.00% | -54.00% | 0.00% | 0.00% | 0.00% | 55:45 | 47:48 | 47:48 | 1:03:41 | 1:03:41 | 1:03:41 | 15:53 | 11:45 |
 | Linken's Sphere | 1 | 1.92% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:45 | 45:45 | 45:45 | 45:45 | 45:45 | 45:45 | 00:00 | 00:00 |