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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 | 17 | 21.25% | 100.0 | 82.35% | +33.14% | -7.35% | +17.65% | 2.53% | 28:16 | 16:11 | 22:32 | 29:21 | 32:25 | 38:07 | 09:53 | 07:19 |
 | Kaya and Sange | 16 | 20.00% | 98.2 | 81.25% | +31.25% | +18.75% | +18.75% | 0.00% | 28:29 | 19:11 | 23:40 | 29:34 | 30:50 | 36:35 | 07:10 | 05:18 |
 | Soul Ring | 43 | 53.75% | 96.4 | 65.12% | +19.17% | +7.61% | -10.57% | -13.30% | 05:13 | 01:50 | 03:49 | 04:26 | 05:11 | 23:25 | 01:22 | 01:00 |
 | Black King Bar | 52 | 65.00% | 94.6 | 63.46% | +20.60% | -1.92% | -1.92% | 0.00% | 25:30 | 18:56 | 22:04 | 24:25 | 27:31 | 39:22 | 05:27 | 04:02 |
 | Bottle | 54 | 67.50% | 92.9 | 62.96% | +20.65% | +15.61% | +6.27% | -9.34% | 01:30 | 00:50 | 01:13 | 01:24 | 01:40 | 02:45 | 00:27 | 00:20 |
 | Aghanim's Scepter | 58 | 72.50% | 91.1 | 62.07% | +21.16% | +17.93% | +9.36% | -4.39% | 14:36 | 10:23 | 12:57 | 13:51 | 14:54 | 35:26 | 01:57 | 01:26 |
 | Kaya | 21 | 26.25% | 89.3 | 71.43% | +20.58% | +28.57% | +28.57% | 0.00% | 27:39 | 18:21 | 20:43 | 30:01 | 31:06 | 35:38 | 10:23 | 07:41 |
 | Aether Lens | 16 | 20.00% | 87.5 | 75.00% | +23.44% | 0.00% | -25.00% | -2.77% | 27:47 | 18:49 | 23:01 | 25:32 | 32:02 | 39:50 | 09:01 | 06:40 |
 | Ring of Protection | 48 | 60.00% | 85.7 | 62.50% | +15.62% | +4.17% | -29.17% | -21.06% | 05:03 | -01:29 | 02:40 | 03:28 | 04:15 | 32:26 | 01:35 | 01:10 |
 | Void Stone | 30 | 37.50% | 83.9 | 66.67% | +16.67% | +8.33% | -9.53% | -1.34% | 32:20 | 18:33 | 25:24 | 31:54 | 38:43 | 50:34 | 13:19 | 09:51 |
 | Quelling Blade | 73 | 91.25% | 82.1 | 57.53% | +14.67% | +3.58% | -18.64% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Boots of Speed | 80 | 100.00% | 80.4 | 56.25% | +56.25% | -11.25% | +3.75% | 4.95% | 05:29 | 01:39 | 03:23 | 04:39 | 06:25 | 12:41 | 03:02 | 02:14 |
 | Blink Dagger | 53 | 66.25% | 78.6 | 56.60% | +1.04% | -2.75% | -18.14% | -1.77% | 23:58 | 15:30 | 18:56 | 23:33 | 27:37 | 47:00 | 08:41 | 06:25 |
 | Aghanim's Shard | 31 | 38.75% | 76.8 | 61.29% | +8.23% | +13.71% | -23.79% | -5.64% | 28:16 | 20:13 | 23:50 | 26:22 | 30:29 | 44:51 | 06:39 | 04:55 |
 | Magic Stick | 52 | 65.00% | 75.0 | 55.77% | -1.37% | -32.69% | +28.85% | 13.53% | 04:30 | -01:29 | 01:46 | 02:47 | 06:19 | 20:40 | 04:33 | 03:22 |
 | Ethereal Blade | 9 | 11.25% | 73.2 | 77.78% | +24.26% | -27.78% | +22.22% | 4.24% | 32:44 | 22:27 | 25:48 | 34:52 | 37:36 | 41:27 | 11:48 | 08:44 |
 | Magic Wand | 43 | 53.75% | 71.4 | 55.81% | -0.95% | -1.26% | -1.26% | 0.00% | 08:24 | 01:25 | 03:52 | 05:53 | 13:14 | 19:43 | 09:22 | 06:56 |
 | Octarine Core | 6 | 7.50% | 69.6 | 83.33% | +29.28% | +16.67% | -83.33% | 0.00% | 33:10 | 26:05 | 27:16 | 32:42 | 35:07 | 44:49 | 07:51 | 05:48 |
 | Ghost Scepter | 12 | 15.00% | 67.9 | 66.67% | +12.26% | 0.00% | 0.00% | 0.00% | 31:09 | 17:26 | 24:19 | 32:03 | 37:32 | 41:15 | 13:13 | 09:47 |
 | Helm of the Dominator | 17 | 21.25% | 66.1 | 58.82% | +3.26% | +16.18% | -33.82% | -23.62% | 08:39 | 06:09 | 07:13 | 08:49 | 09:20 | 11:28 | 02:07 | 01:34 |
 | Helm of Iron Will | 17 | 21.25% | 64.3 | 58.82% | +3.26% | +16.18% | -33.82% | -20.13% | 04:23 | 02:34 | 03:03 | 04:03 | 05:32 | 07:35 | 02:29 | 01:50 |
 | Ring of Basilius | 5 | 6.25% | 62.5 | 80.00% | +25.33% | +20.00% | +20.00% | 0.00% | 17:42 | 06:36 | 06:36 | 17:41 | 21:45 | 32:27 | 15:09 | 11:13 |
 | Wind Lace | 24 | 30.00% | 60.7 | 45.83% | -14.88% | +20.84% | -12.50% | -4.72% | 14:45 | 04:21 | 10:09 | 13:37 | 17:13 | 37:04 | 07:04 | 05:14 |
 | Crown | 26 | 32.50% | 58.9 | 42.31% | -20.65% | +29.12% | -25.64% | -6.53% | 08:10 | -01:29 | 02:26 | 05:18 | 10:49 | 47:47 | 08:23 | 06:12 |
 | Ring of Health | 9 | 11.25% | 57.1 | 55.56% | -0.78% | -55.56% | +44.44% | 5.44% | 31:01 | 07:44 | 20:21 | 31:54 | 38:43 | 45:17 | 18:22 | 13:36 |
 | Aeon Disk | 4 | 5.00% | 55.4 | 75.00% | +19.74% | +25.00% | -75.00% | 0.00% | 29:24 | 22:57 | 22:57 | 26:37 | 31:03 | 36:58 | 08:06 | 06:00 |
 | Refresher Orb | 2 | 2.50% | 53.6 | 100.00% | +44.87% | 0.00% | 0.00% | 0.00% | 44:53 | 44:29 | 44:29 | 45:17 | 45:17 | 45:17 | 00:48 | 00:35 |
 | Aghanim's Blessing | 2 | 2.50% | 51.8 | 100.00% | +44.87% | 0.00% | 0.00% | 0.00% | 47:10 | 41:25 | 41:25 | 52:55 | 52:55 | 52:55 | 11:30 | 08:31 |
 | Solar Crest | 19 | 23.75% | 50.0 | 36.84% | -25.46% | -36.84% | +3.16% | 6.98% | 18:44 | 11:24 | 13:58 | 17:09 | 19:42 | 37:04 | 05:44 | 04:14 |
 | Medallion of Courage | 22 | 27.50% | 48.2 | 31.82% | -33.70% | +1.51% | +8.18% | 1.15% | 14:56 | 05:28 | 10:41 | 13:29 | 16:28 | 37:03 | 05:47 | 04:17 |
 | Blight Stone | 22 | 27.50% | 46.4 | 31.82% | -33.70% | -15.15% | +8.18% | 3.47% | 13:51 | 02:26 | 09:45 | 11:45 | 16:28 | 37:03 | 06:43 | 04:58 |
 | Chainmail | 22 | 27.50% | 44.6 | 31.82% | -33.70% | -15.15% | -11.82% | 0.55% | 13:46 | 03:23 | 09:40 | 13:03 | 15:44 | 37:03 | 06:04 | 04:29 |
 | Morbid Mask | 3 | 3.75% | 42.9 | 66.67% | +10.83% | -66.67% | 0.00% | 0.00% | 24:30 | 19:47 | 19:47 | 21:16 | 32:28 | 32:28 | 12:41 | 09:23 |
 | Buckler | 3 | 3.75% | 41.1 | 66.67% | +10.83% | +33.33% | 0.00% | 0.00% | 23:22 | 15:54 | 15:54 | 21:45 | 32:27 | 32:27 | 16:33 | 12:15 |
 | Vladmir's Offering | 3 | 3.75% | 39.3 | 66.67% | +10.83% | +33.33% | 0.00% | 0.00% | 27:11 | 22:29 | 22:29 | 26:25 | 32:39 | 32:39 | 10:10 | 07:31 |
 | Scythe of Vyse | 7 | 8.75% | 37.5 | 42.86% | -14.67% | +57.14% | -42.86% | -14.63% | 44:11 | 37:04 | 39:29 | 41:23 | 46:19 | 54:36 | 06:50 | 05:03 |
 | Lotus Orb | 4 | 5.00% | 35.7 | 50.00% | -6.58% | -50.00% | +50.00% | 0.00% | 32:03 | 27:18 | 27:18 | 30:17 | 31:54 | 38:43 | 04:36 | 03:24 |
 | Dagon (level 2) | 1 | 1.25% | 33.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:48 | 47:48 | 47:48 | 47:48 | 47:48 | 47:48 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 1.25% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:02 | 49:02 | 49:02 | 49:02 | 49:02 | 49:02 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 1.25% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:33 | 50:33 | 50:33 | 50:33 | 50:33 | 50:33 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 1.25% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:24 | 51:24 | 51:24 | 51:24 | 51:24 | 51:24 | 00:00 | 00:00 |
 | Dagon | 1 | 1.25% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:48 | 47:48 | 47:48 | 47:48 | 47:48 | 47:48 | 00:00 | 00:00 |
 | Bracer | 6 | 7.50% | 25.0 | 33.33% | -24.78% | -33.33% | -33.33% | 0.00% | 00:48 | -01:29 | -01:29 | 01:43 | 01:51 | 02:23 | 03:20 | 02:28 |
 | Drum of Endurance | 2 | 2.50% | 23.2 | 50.00% | -6.41% | +50.00% | 0.00% | 0.00% | 16:26 | 11:15 | 11:15 | 21:37 | 21:37 | 21:37 | 10:22 | 07:40 |
 | Shiva's Guard | 2 | 2.50% | 21.4 | 50.00% | -6.41% | +50.00% | 0.00% | 0.00% | 35:44 | 34:09 | 34:09 | 37:18 | 37:18 | 37:18 | 03:09 | 02:20 |
 | Hood of Defiance | 3 | 3.75% | 19.6 | 33.33% | -23.81% | -33.33% | 0.00% | 0.00% | 19:16 | 07:44 | 07:44 | 20:30 | 29:34 | 29:34 | 21:50 | 16:10 |
 | Helm of the Overlord | 3 | 3.75% | 17.9 | 33.33% | -23.81% | -33.33% | 0.00% | 0.00% | 18:06 | 15:09 | 15:09 | 18:07 | 21:02 | 21:02 | 05:53 | 04:21 |
 | Arcane Boots | 4 | 5.00% | 16.1 | 25.00% | -32.89% | -25.00% | -25.00% | 0.00% | 16:29 | 04:55 | 04:55 | 05:29 | 21:44 | 33:48 | 16:49 | 12:27 |
 | Phase Boots | 6 | 7.50% | 14.3 | 16.67% | -42.79% | -16.67% | -16.67% | 0.00% | 12:38 | 05:32 | 07:17 | 14:07 | 15:21 | 19:00 | 08:04 | 05:58 |
 | Orb of Venom | 2 | 2.50% | 12.5 | 0.00% | -57.69% | 0.00% | 0.00% | 0.00% | 06:03 | 05:52 | 05:52 | 06:14 | 06:14 | 06:14 | 00:22 | 00:16 |
 | Glimmer Cape | 1 | 1.25% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:40 | 18:40 | 18:40 | 18:40 | 18:40 | 18:40 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.25% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:53 | 34:53 | 34:53 | 34:53 | 34:53 | 34:53 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.25% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:58 | 22:58 | 22:58 | 22:58 | 22:58 | 22:58 | 00:00 | 00:00 |
 | Headdress | 2 | 2.50% | 5.4 | 0.00% | -57.69% | 0.00% | 0.00% | 0.00% | 17:59 | 12:41 | 12:41 | 23:17 | 23:17 | 23:17 | 10:36 | 07:51 |
 | Pipe of Insight | 2 | 2.50% | 3.6 | 0.00% | -57.69% | 0.00% | 0.00% | 0.00% | 18:43 | 13:09 | 13:09 | 24:16 | 24:16 | 24:16 | 11:07 | 08:14 |
 | Fluffy Hat | 1 | 1.25% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:22 | 20:22 | 20:22 | 20:22 | 20:22 | 20:22 | 00:00 | 00:00 |