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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 | 19.77% | 100.0 | 82.35% | +34.52% | -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 | 18.60% | 98.3 | 81.25% | +32.68% | +18.75% | +18.75% | 0.00% | 28:29 | 19:11 | 23:40 | 29:34 | 30:50 | 36:35 | 07:10 | 05:18 |
 | Kaya | 21 | 24.42% | 96.6 | 71.43% | +22.20% | +28.57% | +28.57% | 0.00% | 27:39 | 18:21 | 20:43 | 30:01 | 31:06 | 35:38 | 10:23 | 07:41 |
 | Soul Ring | 44 | 51.16% | 94.8 | 63.64% | +18.40% | +9.09% | -9.09% | -13.30% | 05:12 | 01:50 | 03:49 | 04:26 | 05:11 | 23:25 | 01:22 | 01:00 |
 | Bottle | 55 | 63.95% | 93.1 | 61.82% | +19.88% | +16.75% | +2.47% | -14.28% | 01:30 | 00:50 | 01:13 | 01:24 | 01:39 | 02:45 | 00:26 | 00:19 |
 | Aghanim's Scepter | 59 | 68.60% | 91.4 | 61.02% | +20.28% | +12.31% | +12.31% | 0.00% | 14:34 | 10:23 | 12:46 | 13:51 | 14:45 | 35:26 | 01:59 | 01:28 |
 | Ring of Protection | 52 | 60.47% | 89.7 | 61.54% | +17.42% | +7.69% | -15.39% | -11.74% | 06:00 | -01:29 | 02:42 | 03:32 | 04:40 | 32:26 | 01:58 | 01:27 |
 | Black King Bar | 55 | 63.95% | 87.9 | 60.00% | +14.84% | -2.86% | -2.86% | 0.00% | 25:22 | 18:56 | 21:47 | 24:25 | 27:31 | 39:22 | 05:44 | 04:14 |
 | Void Stone | 31 | 36.05% | 86.2 | 64.52% | +15.43% | +10.48% | -2.02% | -1.25% | 32:22 | 18:33 | 25:24 | 32:00 | 35:26 | 50:34 | 10:02 | 07:25 |
 | Quelling Blade | 79 | 91.86% | 84.5 | 55.70% | +12.84% | +14.30% | -10.70% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | 01:20 | 00:00 | 00:00 |
 | Aether Lens | 17 | 19.77% | 82.8 | 70.59% | +19.87% | +4.41% | -45.59% | -5.36% | 28:07 | 18:49 | 23:01 | 28:45 | 32:21 | 39:50 | 09:20 | 06:54 |
 | Boots of Speed | 86 | 100.00% | 81.0 | 54.65% | +54.65% | -13.74% | +2.49% | 5.13% | 05:33 | 01:39 | 03:23 | 04:41 | 06:33 | 12:41 | 03:10 | 02:20 |
 | Aghanim's Shard | 33 | 38.37% | 79.3 | 60.61% | +9.67% | +14.39% | -10.61% | -3.00% | 28:09 | 20:13 | 22:33 | 26:22 | 30:53 | 44:51 | 08:20 | 06:10 |
 | Blink Dagger | 56 | 65.12% | 77.6 | 55.36% | +2.03% | +1.78% | -19.65% | -2.50% | 23:58 | 15:30 | 19:03 | 23:21 | 27:37 | 47:00 | 08:34 | 06:20 |
 | Magic Stick | 57 | 66.28% | 75.9 | 54.39% | -0.78% | -32.96% | +31.32% | 13.97% | 04:49 | -01:29 | 01:46 | 02:50 | 06:22 | 21:04 | 04:36 | 03:24 |
 | Magic Wand | 47 | 54.65% | 74.1 | 55.32% | +1.47% | -5.32% | +3.01% | 0.81% | 08:45 | 01:25 | 03:52 | 06:11 | 14:07 | 21:04 | 10:15 | 07:35 |
 | Ethereal Blade | 9 | 10.47% | 72.4 | 77.78% | +25.83% | -27.78% | +22.22% | 4.24% | 32:44 | 22:27 | 25:48 | 34:52 | 37:36 | 41:27 | 11:48 | 08:44 |
 | Helm of Iron Will | 20 | 23.26% | 70.7 | 60.00% | +6.97% | +20.00% | -20.00% | -16.55% | 04:50 | 02:34 | 03:07 | 04:03 | 05:32 | 13:07 | 02:25 | 01:47 |
 | Ring of Basilius | 8 | 9.30% | 69.0 | 75.00% | +22.44% | +25.00% | -25.00% | 0.00% | 15:27 | 06:36 | 09:53 | 11:39 | 17:41 | 32:27 | 07:48 | 05:46 |
 | Ghost Scepter | 12 | 13.95% | 67.2 | 66.67% | +13.97% | 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 | 19 | 22.09% | 65.5 | 57.89% | +4.16% | +22.11% | -17.89% | -24.49% | 08:42 | 06:09 | 07:42 | 08:49 | 09:20 | 11:28 | 01:38 | 01:12 |
 | Octarine Core | 7 | 8.14% | 63.8 | 71.43% | +18.27% | +28.57% | -21.43% | 0.00% | 33:14 | 26:05 | 27:16 | 32:58 | 33:38 | 44:49 | 06:22 | 04:42 |
 | Ring of Health | 11 | 12.79% | 62.1 | 54.55% | -0.12% | -21.22% | +45.45% | 3.13% | 26:51 | 02:31 | 13:36 | 28:57 | 34:52 | 45:17 | 21:16 | 15:45 |
 | Wind Lace | 26 | 30.23% | 60.3 | 42.31% | -17.69% | +14.83% | -8.98% | -3.37% | 14:36 | 04:21 | 10:09 | 13:37 | 17:13 | 37:04 | 07:04 | 05:14 |
 | Morbid Mask | 6 | 6.98% | 58.6 | 66.67% | +12.92% | -16.67% | +33.33% | 0.00% | 24:40 | 16:41 | 19:47 | 21:16 | 30:03 | 32:28 | 10:16 | 07:36 |
 | Buckler | 6 | 6.98% | 56.9 | 66.67% | +12.92% | +33.33% | +33.33% | 0.00% | 22:38 | 13:32 | 15:54 | 21:45 | 30:03 | 32:27 | 14:09 | 10:28 |
 | Vladmir's Offering | 6 | 6.98% | 55.2 | 66.67% | +12.92% | +33.33% | +33.33% | 0.00% | 26:29 | 18:19 | 22:29 | 26:25 | 30:28 | 32:39 | 07:59 | 05:54 |
 | Crown | 30 | 34.88% | 53.4 | 40.00% | -22.50% | +35.00% | -25.71% | -7.24% | 08:15 | -01:29 | 02:26 | 05:32 | 10:49 | 47:47 | 08:23 | 06:12 |
 | Aeon Disk | 4 | 4.65% | 51.7 | 75.00% | +21.34% | +25.00% | -75.00% | 0.00% | 29:24 | 22:57 | 22:57 | 26:37 | 31:03 | 36:58 | 08:06 | 06:00 |
 | Aghanim's Blessing | 2 | 2.33% | 50.0 | 100.00% | +46.43% | 0.00% | 0.00% | 0.00% | 47:10 | 41:25 | 41:25 | 52:55 | 52:55 | 52:55 | 11:30 | 08:31 |
 | Refresher Orb | 2 | 2.33% | 48.3 | 100.00% | +46.43% | 0.00% | 0.00% | 0.00% | 44:53 | 44:29 | 44:29 | 45:17 | 45:17 | 45:17 | 00:48 | 00:35 |
 | Solar Crest | 21 | 24.42% | 46.6 | 33.33% | -28.21% | -33.33% | +6.67% | 6.84% | 18:29 | 11:24 | 13:51 | 17:09 | 19:42 | 37:04 | 05:51 | 04:20 |
 | Medallion of Courage | 25 | 29.07% | 44.8 | 28.00% | -37.57% | -28.00% | +5.33% | 5.43% | 15:14 | 05:28 | 10:20 | 13:29 | 16:28 | 37:03 | 06:08 | 04:32 |
 | Blight Stone | 25 | 29.07% | 43.1 | 28.00% | -37.57% | -28.00% | +5.33% | 4.90% | 14:13 | 02:26 | 09:40 | 11:45 | 16:28 | 37:03 | 06:48 | 05:02 |
 | Chainmail | 25 | 29.07% | 41.4 | 28.00% | -37.57% | -28.00% | -11.33% | 2.22% | 13:49 | 03:23 | 08:14 | 13:03 | 15:44 | 37:03 | 07:30 | 05:33 |
 | Scythe of Vyse | 8 | 9.30% | 39.7 | 37.50% | -18.91% | +62.50% | -37.50% | 0.00% | 43:59 | 37:04 | 39:29 | 41:23 | 46:19 | 54:36 | 06:50 | 05:03 |
 | Lotus Orb | 4 | 4.65% | 37.9 | 50.00% | -4.88% | -50.00% | +50.00% | 0.00% | 32:03 | 27:18 | 27:18 | 30:17 | 31:54 | 38:43 | 04:36 | 03:24 |
 | Vanguard | 1 | 1.16% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:51 | 05:51 | 05:51 | 05:51 | 05:51 | 05:51 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 1.16% | 34.5 | 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 | 1.16% | 32.8 | 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 | 1.16% | 31.0 | 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 | 1.16% | 29.3 | 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 |
 | Crimson Guard | 1 | 1.16% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:46 | 15:46 | 15:46 | 15:46 | 15:46 | 15:46 | 00:00 | 00:00 |
 | Dagon | 1 | 1.16% | 25.9 | 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 |
 | Bracer | 7 | 8.14% | 24.1 | 28.57% | -28.39% | -28.57% | +21.43% | 0.00% | 00:30 | -01:29 | -01:29 | 01:43 | 01:50 | 02:23 | 03:19 | 02:27 |
 | Drum of Endurance | 2 | 2.33% | 22.4 | 50.00% | -4.76% | +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 | 2.33% | 20.7 | 50.00% | -4.76% | +50.00% | 0.00% | 0.00% | 35:44 | 34:09 | 34:09 | 37:18 | 37:18 | 37:18 | 03:09 | 02:20 |
 | Helm of the Overlord | 3 | 3.49% | 19.0 | 33.33% | -22.09% | -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 | 4.65% | 17.2 | 25.00% | -31.10% | -25.00% | -25.00% | 0.00% | 16:29 | 04:55 | 04:55 | 05:29 | 21:44 | 33:48 | 16:49 | 12:27 |
 | Hood of Defiance | 4 | 4.65% | 15.5 | 25.00% | -31.10% | -25.00% | +75.00% | 0.00% | 17:55 | 07:44 | 07:44 | 13:50 | 20:30 | 29:34 | 12:46 | 09:27 |
 | Phase Boots | 8 | 9.30% | 13.8 | 12.50% | -46.47% | -12.50% | +37.50% | 0.00% | 11:07 | 05:32 | 06:31 | 07:17 | 14:31 | 19:00 | 08:00 | 05:55 |
 | Orb of Venom | 2 | 2.33% | 12.1 | 0.00% | -55.95% | 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 | 1.16% | 10.3 | 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 | 1.16% | 8.6 | 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 | 1.16% | 6.9 | 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 | 2.33% | 5.2 | 0.00% | -55.95% | 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 | 2.33% | 3.4 | 0.00% | -55.95% | 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 | 1.16% | 1.7 | 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 |