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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 | |
 | Ring of Health | 9 | 9.18% | 100.0 | 88.89% | +55.18% | +11.11% | +11.11% | 0.00% | 35:02 | 22:27 | 26:25 | 32:37 | 40:05 | 49:05 | 13:40 | 10:07 |
 | Boots of Travel | 5 | 5.10% | 98.2 | 100.00% | +64.52% | 0.00% | 0.00% | 0.00% | 50:23 | 37:22 | 37:22 | 52:55 | 58:27 | 58:28 | 21:05 | 15:37 |
 | Aghanim's Scepter | 9 | 9.18% | 96.4 | 77.78% | +42.95% | -27.78% | +22.22% | 2.14% | 40:14 | 19:25 | 28:20 | 34:31 | 51:45 | 1:06:35 | 23:25 | 17:20 |
 | Lotus Orb | 6 | 6.12% | 94.6 | 83.33% | +47.46% | +16.67% | +16.67% | 0.00% | 31:56 | 25:46 | 26:25 | 31:57 | 34:46 | 39:45 | 08:21 | 06:11 |
 | Glimmer Cape | 24 | 24.49% | 92.9 | 54.17% | +20.39% | +12.50% | -20.84% | -2.77% | 25:45 | 14:56 | 19:36 | 23:57 | 31:37 | 38:32 | 12:01 | 08:54 |
 | Wind Lace | 50 | 51.02% | 91.1 | 46.00% | +14.75% | +30.92% | -12.67% | -4.63% | 10:48 | -01:29 | 05:30 | 09:17 | 14:55 | 34:06 | 09:25 | 06:58 |
 | Blink Dagger | 50 | 51.02% | 89.3 | 46.00% | +14.75% | +7.85% | -4.33% | -1.11% | 26:42 | 14:49 | 20:11 | 25:15 | 31:09 | 48:47 | 10:58 | 08:07 |
 | Aether Lens | 35 | 35.71% | 87.5 | 48.57% | +15.24% | -15.24% | +6.99% | 1.63% | 24:29 | 13:31 | 17:24 | 23:37 | 31:03 | 42:44 | 13:39 | 10:06 |
 | Arcane Boots | 81 | 82.65% | 85.7 | 41.98% | +18.45% | +13.02% | -6.98% | -6.12% | 12:54 | 06:46 | 10:29 | 11:35 | 13:45 | 37:50 | 03:16 | 02:25 |
 | Void Stone | 63 | 64.29% | 83.9 | 42.86% | +11.43% | +7.14% | +13.39% | 0.65% | 18:56 | 08:35 | 12:56 | 16:37 | 22:35 | 43:19 | 09:39 | 07:08 |
 | Magic Stick | 95 | 96.94% | 82.1 | 40.00% | +40.00% | +1.67% | +1.67% | 0.00% | 01:39 | -01:30 | -01:29 | -01:19 | 03:41 | 25:28 | 05:10 | 03:49 |
 | Magic Wand | 93 | 94.90% | 80.4 | 39.78% | +19.78% | -0.65% | -5.00% | -0.81% | 07:18 | 01:06 | 04:09 | 06:47 | 09:32 | 25:28 | 05:23 | 03:59 |
 | Phylactery | 3 | 3.06% | 78.6 | 100.00% | +63.16% | 0.00% | 0.00% | 0.00% | 17:36 | 13:44 | 13:44 | 19:19 | 19:45 | 19:45 | 06:01 | 04:27 |
 | Octarine Core | 3 | 3.06% | 76.8 | 100.00% | +63.16% | 0.00% | 0.00% | 0.00% | 51:19 | 43:26 | 43:26 | 49:20 | 1:01:10 | 1:01:10 | 17:44 | 13:08 |
 | Diadem | 3 | 3.06% | 75.0 | 100.00% | +63.16% | 0.00% | 0.00% | 0.00% | 16:14 | 10:22 | 10:22 | 19:05 | 19:14 | 19:14 | 08:52 | 06:34 |
 | Boots of Speed | 98 | 100.00% | 73.2 | 38.78% | +38.78% | +25.22% | -26.28% | -22.07% | 05:52 | -01:29 | 04:43 | 05:37 | 07:03 | 11:49 | 02:20 | 01:43 |
 | Fluffy Hat | 64 | 65.31% | 71.4 | 37.50% | -3.68% | +12.50% | +12.50% | 0.00% | 16:07 | 06:32 | 10:40 | 14:16 | 19:32 | 38:12 | 08:52 | 06:34 |
 | Mekansm | 11 | 11.22% | 69.6 | 54.55% | +17.77% | -21.22% | +45.45% | 18.10% | 19:23 | 14:56 | 17:04 | 18:10 | 20:45 | 25:38 | 03:41 | 02:43 |
 | Ring of Protection | 37 | 37.76% | 67.9 | 37.84% | -1.50% | +28.83% | -15.62% | -5.57% | 13:44 | -01:29 | 09:37 | 13:27 | 17:36 | 32:07 | 07:59 | 05:54 |
 | Pavise | 27 | 27.55% | 66.1 | 40.74% | +2.71% | +2.12% | -12.17% | -2.83% | 15:40 | 10:25 | 12:20 | 14:40 | 17:23 | 23:21 | 05:03 | 03:44 |
 | Force Staff | 41 | 41.84% | 64.3 | 36.59% | -3.76% | -6.59% | +3.41% | 1.01% | 26:25 | 14:12 | 20:55 | 25:56 | 30:52 | 38:19 | 09:57 | 07:22 |
 | Headdress | 13 | 13.27% | 62.5 | 46.15% | +8.50% | -46.15% | +53.85% | 13.19% | 14:48 | 01:08 | 10:34 | 14:54 | 18:09 | 25:38 | 07:35 | 05:37 |
 | Eul's Scepter of Divinity | 13 | 13.27% | 60.7 | 46.15% | +8.50% | -12.82% | -12.82% | 0.00% | 24:34 | 16:33 | 19:04 | 22:29 | 27:35 | 39:08 | 08:31 | 06:18 |
 | Tranquil Boots | 20 | 20.41% | 58.9 | 40.00% | +1.54% | +20.00% | -20.00% | -3.21% | 20:26 | 08:21 | 10:54 | 16:30 | 23:22 | 49:18 | 12:28 | 09:14 |
 | Chainmail | 15 | 15.31% | 57.1 | 40.00% | +1.45% | -15.00% | +10.00% | 3.41% | 20:09 | 12:58 | 14:01 | 17:25 | 21:21 | 47:56 | 07:20 | 05:25 |
 | Guardian Greaves | 8 | 8.16% | 55.4 | 50.00% | +12.22% | 0.00% | +50.00% | 13.16% | 26:08 | 22:58 | 23:14 | 24:39 | 27:02 | 31:40 | 03:48 | 02:48 |
 | Buckler | 9 | 9.18% | 53.6 | 44.44% | +6.24% | -44.44% | +5.56% | 10.00% | 23:40 | 19:08 | 19:48 | 21:36 | 24:48 | 32:08 | 05:00 | 03:42 |
 | Aghanim's Shard | 15 | 15.31% | 51.8 | 33.33% | -6.43% | -33.33% | -8.33% | 2.88% | 35:40 | 24:06 | 30:40 | 35:54 | 39:21 | 47:47 | 08:41 | 06:25 |
 | Spirit Vessel | 3 | 3.06% | 50.0 | 66.67% | +28.78% | -66.67% | 0.00% | 0.00% | 17:09 | 15:18 | 15:18 | 16:07 | 20:02 | 20:02 | 04:44 | 03:30 |
 | Urn of Shadows | 3 | 3.06% | 48.2 | 66.67% | +28.78% | -66.67% | 0.00% | 0.00% | 09:28 | 05:36 | 05:36 | 09:05 | 13:44 | 13:44 | 08:08 | 06:01 |
 | Black King Bar | 1 | 1.02% | 46.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:07 | 40:07 | 40:07 | 40:07 | 40:07 | 40:07 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.02% | 44.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:19 | 11:19 | 11:19 | 11:19 | 11:19 | 11:19 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.02% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:33 | 1:07:33 | 1:07:33 | 1:07:33 | 1:07:33 | 1:07:33 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.02% | 41.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 1.02% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:37 | 41:37 | 41:37 | 41:37 | 41:37 | 41:37 | 00:00 | 00:00 |
 | Dagon | 1 | 1.02% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:22 | 50:22 | 50:22 | 50:22 | 50:22 | 50:22 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.02% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:06 | 38:06 | 38:06 | 38:06 | 38:06 | 38:06 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 1.02% | 33.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:14 | 50:14 | 50:14 | 50:14 | 50:14 | 50:14 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.02% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:24 | 40:24 | 40:24 | 40:24 | 40:24 | 40:24 | 00:00 | 00:00 |
 | Quelling Blade | 6 | 6.12% | 30.4 | 33.33% | -5.80% | -33.33% | +66.67% | 0.00% | 13:54 | 07:00 | 11:17 | 11:36 | 17:01 | 23:55 | 05:44 | 04:14 |
 | Aeon Disk | 6 | 6.12% | 28.6 | 33.33% | -5.80% | -33.33% | +66.67% | 0.00% | 44:25 | 35:06 | 43:14 | 43:29 | 47:51 | 50:54 | 04:37 | 03:25 |
 | Bracer | 2 | 2.04% | 26.8 | 50.00% | +11.46% | -50.00% | 0.00% | 0.00% | 28:01 | 16:08 | 16:08 | 39:54 | 39:54 | 39:54 | 23:46 | 17:36 |
 | Drum of Endurance | 4 | 4.08% | 25.0 | 25.00% | -14.36% | -25.00% | +75.00% | 0.00% | 27:56 | 14:45 | 14:45 | 18:29 | 29:45 | 48:44 | 15:00 | 11:06 |
 | Solar Crest | 5 | 5.10% | 23.2 | 20.00% | -19.78% | -20.00% | -20.00% | 0.00% | 26:33 | 18:58 | 18:58 | 21:28 | 24:26 | 48:00 | 05:28 | 04:02 |
 | Ghost Scepter | 6 | 6.12% | 21.4 | 16.67% | -23.55% | -16.67% | -16.67% | 0.00% | 34:20 | 22:54 | 27:17 | 29:19 | 45:58 | 51:05 | 18:41 | 13:50 |
 | Blight Stone | 6 | 6.12% | 19.6 | 16.67% | -23.55% | -16.67% | -16.67% | 0.00% | 24:46 | 13:30 | 15:44 | 18:05 | 29:23 | 47:56 | 13:39 | 10:06 |
 | Medallion of Courage | 6 | 6.12% | 17.9 | 16.67% | -23.55% | -16.67% | -16.67% | 0.00% | 24:46 | 13:30 | 15:44 | 18:05 | 29:23 | 47:56 | 13:39 | 10:06 |
 | Crown | 7 | 7.14% | 16.1 | 14.29% | -26.37% | -14.29% | -14.29% | 0.00% | 21:14 | 09:37 | 10:44 | 19:52 | 21:18 | 47:56 | 10:34 | 07:49 |
 | Linken's Sphere | 1 | 1.02% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:34 | 46:34 | 46:34 | 46:34 | 46:34 | 46:34 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.02% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:32 | 32:32 | 32:32 | 32:32 | 32:32 | 32:32 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.02% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:08 | 32:08 | 32:08 | 32:08 | 32:08 | 32:08 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.02% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 1.02% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.02% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:08 | 32:08 | 32:08 | 32:08 | 32:08 | 32:08 | 00:00 | 00:00 |
 | Cornucopia | 1 | 1.02% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:03 | 45:03 | 45:03 | 45:03 | 45:03 | 45:03 | 00:00 | 00:00 |
 | Sange | 2 | 2.04% | 1.8 | 0.00% | -39.58% | 0.00% | 0.00% | 0.00% | 32:26 | 32:20 | 32:20 | 32:32 | 32:32 | 32:32 | 00:12 | 00:08 |