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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 | |
 | Pipe of Insight | 12 | 16.90% | 100.0 | 91.67% | +50.99% | +8.33% | -25.00% | -9.80% | 20:41 | 15:14 | 18:39 | 21:14 | 22:03 | 26:34 | 03:24 | 02:31 |
 | Octarine Core | 11 | 15.49% | 97.8 | 90.91% | +49.24% | +9.09% | +9.09% | 0.00% | 32:46 | 15:07 | 26:20 | 32:41 | 37:07 | 52:22 | 10:47 | 07:59 |
 | Hood of Defiance | 10 | 14.08% | 95.6 | 90.00% | +47.38% | +10.00% | +10.00% | 0.00% | 17:53 | 09:49 | 16:52 | 19:22 | 19:56 | 20:20 | 03:04 | 02:16 |
 | Ring of Health | 31 | 43.66% | 93.3 | 74.19% | +44.19% | +25.81% | -11.69% | -2.18% | 27:43 | 09:49 | 18:38 | 26:28 | 35:52 | 50:00 | 17:14 | 12:45 |
 | Aghanim's Shard | 28 | 39.44% | 91.1 | 67.86% | +30.65% | +17.85% | -10.72% | -3.44% | 20:48 | 15:02 | 15:50 | 17:29 | 24:08 | 56:22 | 08:18 | 06:08 |
 | Void Stone | 38 | 53.52% | 88.9 | 63.16% | +29.83% | +6.84% | -7.60% | -0.97% | 28:44 | 09:53 | 20:37 | 29:49 | 35:30 | 45:12 | 14:53 | 11:01 |
 | Aeon Disk | 4 | 5.63% | 86.7 | 100.00% | +53.73% | 0.00% | 0.00% | 0.00% | 46:32 | 41:55 | 41:55 | 47:18 | 47:56 | 48:57 | 06:01 | 04:27 |
 | Headdress | 60 | 84.51% | 84.4 | 51.67% | +15.31% | +8.33% | -5.00% | -5.67% | 07:51 | -01:29 | 06:28 | 07:29 | 08:49 | 14:48 | 02:21 | 01:44 |
 | Chainmail | 59 | 83.10% | 82.2 | 50.85% | +9.18% | +2.48% | +9.15% | 4.13% | 08:55 | 06:08 | 07:37 | 08:29 | 09:14 | 20:23 | 01:37 | 01:11 |
 | Mekansm | 59 | 83.10% | 80.0 | 50.85% | +9.18% | +22.48% | -10.85% | -16.67% | 10:59 | 08:10 | 09:36 | 10:43 | 11:36 | 20:41 | 02:00 | 01:28 |
 | Arcane Boots | 71 | 100.00% | 77.8 | 49.30% | +49.30% | +0.70% | -10.41% | -7.58% | 05:47 | 03:45 | 04:52 | 05:28 | 06:20 | 14:25 | 01:28 | 01:05 |
 | Boots of Speed | 71 | 100.00% | 75.6 | 49.30% | +49.30% | +17.37% | -10.41% | -27.78% | 02:58 | -01:29 | 02:34 | 03:00 | 03:33 | 05:10 | 00:59 | 00:43 |
 | Aether Lens | 24 | 33.80% | 73.3 | 58.33% | +13.65% | +8.34% | -8.33% | -1.16% | 27:54 | 11:20 | 21:00 | 28:03 | 35:20 | 40:20 | 14:20 | 10:37 |
 | Wind Lace | 20 | 28.17% | 71.1 | 60.00% | +14.90% | 0.00% | 0.00% | 0.00% | 13:57 | 04:45 | 07:05 | 11:28 | 15:49 | 40:01 | 08:44 | 06:28 |
 | Refresher Orb | 12 | 16.90% | 68.9 | 66.67% | +20.91% | 0.00% | -33.34% | -3.00% | 40:22 | 30:48 | 34:07 | 39:34 | 45:14 | 51:18 | 11:07 | 08:14 |
 | Buckler | 53 | 74.65% | 66.7 | 49.06% | -0.94% | +12.48% | -18.29% | -9.19% | 10:48 | -01:29 | 10:00 | 11:23 | 13:21 | 18:27 | 03:21 | 02:28 |
 | Magic Wand | 58 | 81.69% | 64.4 | 48.28% | -5.57% | -14.95% | +8.86% | 4.70% | 03:29 | -01:30 | -01:29 | -01:28 | 06:33 | 24:54 | 08:02 | 05:57 |
 | Blink Dagger | 58 | 81.69% | 62.2 | 48.28% | -5.57% | +5.05% | +8.86% | 0.53% | 23:20 | 12:32 | 19:13 | 21:47 | 26:27 | 45:12 | 07:14 | 05:21 |
 | Ring of Protection | 55 | 77.46% | 60.0 | 47.27% | -8.98% | -11.56% | +2.73% | 4.12% | 09:50 | -01:29 | 08:56 | 11:08 | 12:24 | 18:22 | 03:28 | 02:34 |
 | Black King Bar | 43 | 60.56% | 57.8 | 48.84% | -1.16% | -3.39% | -3.39% | 0.00% | 28:09 | 18:47 | 24:49 | 27:31 | 30:47 | 39:29 | 05:58 | 04:25 |
 | Guardian Greaves | 49 | 69.01% | 55.6 | 46.94% | -7.61% | +11.39% | -5.27% | -6.58% | 15:04 | 11:59 | 13:28 | 14:22 | 16:00 | 21:18 | 02:32 | 01:52 |
 | Magic Stick | 30 | 42.25% | 53.3 | 50.00% | +1.22% | -12.50% | -35.71% | -5.36% | 03:25 | -01:29 | -01:29 | -01:23 | 05:49 | 24:52 | 07:18 | 05:24 |
 | Quelling Blade | 7 | 9.86% | 51.1 | 71.43% | +24.55% | +28.57% | -21.43% | 0.00% | 01:48 | -01:29 | -01:29 | -01:29 | 05:42 | 06:46 | 07:11 | 05:19 |
 | Null Talisman | 10 | 14.08% | 48.9 | 60.00% | +12.46% | -26.67% | -10.00% | 0.00% | 02:31 | -01:29 | 01:35 | 01:58 | 03:34 | 07:52 | 01:59 | 01:28 |
 | Fluffy Hat | 2 | 2.82% | 46.7 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 18:32 | 15:44 | 15:44 | 21:19 | 21:19 | 21:19 | 05:35 | 04:08 |
 | Scythe of Vyse | 2 | 2.82% | 44.4 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 38:15 | 37:43 | 37:43 | 38:46 | 38:46 | 38:46 | 01:03 | 00:46 |
 | Linken's Sphere | 7 | 9.86% | 42.2 | 57.14% | +8.70% | -7.14% | -7.14% | 0.00% | 40:43 | 32:31 | 33:20 | 38:37 | 42:33 | 50:59 | 09:13 | 06:49 |
 | Hand of Midas | 12 | 16.90% | 40.0 | 41.67% | -9.18% | -8.34% | -8.34% | 0.00% | 15:32 | 09:41 | 10:20 | 13:34 | 16:53 | 33:26 | 06:33 | 04:51 |
 | Wraith Pact | 6 | 8.45% | 37.8 | 50.00% | +0.77% | 0.00% | -50.00% | 0.00% | 27:42 | 20:06 | 26:08 | 28:27 | 29:02 | 34:00 | 02:54 | 02:08 |
 | Blight Stone | 3 | 4.23% | 35.6 | 66.67% | +18.14% | +33.33% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Aghanim's Scepter | 3 | 4.23% | 33.3 | 66.67% | +18.14% | +33.33% | 0.00% | 0.00% | 35:27 | 33:23 | 33:23 | 33:38 | 39:21 | 39:21 | 05:58 | 04:25 |
 | Morbid Mask | 7 | 9.86% | 31.1 | 42.86% | -7.14% | +7.14% | +7.14% | 0.00% | 20:27 | 14:56 | 17:42 | 19:03 | 24:01 | 24:39 | 06:19 | 04:40 |
 | Vladmir's Offering | 7 | 9.86% | 28.9 | 42.86% | -7.14% | +7.14% | +7.14% | 0.00% | 21:29 | 15:21 | 18:06 | 19:48 | 25:41 | 26:31 | 07:35 | 05:37 |
 | Heaven's Halberd | 1 | 1.41% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 1.41% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:28 | 12:28 | 12:28 | 12:28 | 12:28 | 12:28 | 00:00 | 00:00 |
 | Sange | 1 | 1.41% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.41% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:47 | 13:47 | 13:47 | 13:47 | 13:47 | 13:47 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.41% | 17.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:03 | 24:03 | 24:03 | 24:03 | 24:03 | 24:03 | 00:00 | 00:00 |
 | Crown | 1 | 1.41% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:17 | 11:17 | 11:17 | 11:17 | 11:17 | 11:17 | 00:00 | 00:00 |
 | Cornucopia | 1 | 1.41% | 13.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 00:00 | 00:00 |
 | Ring of Basilius | 10 | 14.08% | 11.1 | 30.00% | -22.46% | -30.00% | +20.00% | 0.00% | 13:52 | -01:26 | 03:00 | 15:01 | 22:23 | 26:09 | 19:23 | 14:21 |
 | Spirit Vessel | 6 | 8.45% | 8.9 | 33.33% | -17.44% | +16.67% | -33.33% | 0.00% | 12:59 | 10:46 | 12:01 | 12:19 | 14:46 | 15:16 | 02:45 | 02:02 |
 | Urn of Shadows | 7 | 9.86% | 6.7 | 28.57% | -22.99% | -28.57% | -28.57% | 0.00% | 06:44 | 03:03 | 03:44 | 08:05 | 08:56 | 09:51 | 05:12 | 03:51 |
 | Medallion of Courage | 2 | 2.82% | 4.4 | 50.00% | +0.72% | +50.00% | 0.00% | 0.00% | 07:43 | 07:38 | 07:38 | 07:48 | 07:48 | 07:48 | 00:10 | 00:07 |
 | Boots of Travel | 2 | 2.82% | 2.2 | 50.00% | +0.72% | -50.00% | 0.00% | 0.00% | 33:14 | 31:49 | 31:49 | 34:38 | 34:38 | 34:38 | 02:49 | 02:05 |