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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 | |
 | Void Stone | 19 | 37.25% | 100.0 | 68.42% | +46.54% | +31.58% | -28.42% | -3.77% | 28:08 | 10:09 | 19:01 | 26:42 | 34:56 | 53:07 | 15:55 | 11:47 |
 | Mekansm | 8 | 15.69% | 98.4 | 75.00% | +42.44% | +25.00% | -25.00% | -10.10% | 18:04 | 10:58 | 12:25 | 14:24 | 17:22 | 37:05 | 04:57 | 03:40 |
 | Arcane Boots | 10 | 19.61% | 96.7 | 70.00% | +38.29% | +30.00% | +30.00% | 0.00% | 19:56 | 05:41 | 18:00 | 18:38 | 23:18 | 34:50 | 05:18 | 03:55 |
 | Chainmail | 19 | 37.25% | 95.1 | 57.89% | +29.76% | +22.11% | +2.11% | -1.72% | 18:10 | 05:55 | 10:42 | 18:03 | 22:21 | 35:27 | 11:39 | 08:37 |
 | Eul's Scepter of Divinity | 7 | 13.73% | 93.4 | 71.43% | +37.34% | +28.57% | -21.43% | -7.25% | 22:14 | 13:52 | 17:01 | 19:11 | 23:55 | 35:30 | 06:54 | 05:06 |
 | Lotus Orb | 7 | 13.73% | 91.8 | 71.43% | +37.34% | +28.57% | -21.43% | -18.18% | 28:03 | 21:05 | 25:52 | 28:34 | 28:37 | 35:38 | 02:45 | 02:02 |
 | Magic Stick | 46 | 90.20% | 90.2 | 43.48% | +43.48% | +6.52% | -7.12% | -2.17% | 04:03 | -01:29 | 01:13 | 03:22 | 07:30 | 12:47 | 06:17 | 04:39 |
 | Magic Wand | 45 | 88.24% | 88.5 | 42.22% | +25.55% | +3.23% | -33.13% | -8.80% | 07:49 | 01:16 | 05:26 | 07:26 | 09:34 | 16:11 | 04:08 | 03:03 |
 | Ring of Protection | 31 | 60.78% | 86.9 | 45.16% | +15.16% | +4.84% | -7.66% | -3.32% | 06:08 | -01:29 | 02:36 | 04:43 | 06:22 | 35:27 | 03:46 | 02:47 |
 | Headdress | 15 | 29.41% | 85.2 | 53.33% | +20.00% | +21.67% | -3.33% | -2.22% | 17:15 | 09:15 | 11:08 | 17:22 | 22:24 | 27:11 | 11:16 | 08:20 |
 | Aghanim's Shard | 15 | 29.41% | 83.6 | 53.33% | +20.00% | -28.33% | -28.33% | 0.00% | 31:52 | 21:54 | 30:04 | 32:10 | 33:25 | 45:32 | 03:21 | 02:28 |
 | Boots of Speed | 51 | 100.00% | 82.0 | 39.22% | +39.22% | +14.63% | -16.14% | -9.23% | 04:41 | -01:29 | 02:45 | 04:00 | 06:05 | 14:40 | 03:20 | 02:28 |
 | Hood of Defiance | 21 | 41.18% | 80.3 | 47.62% | +14.29% | -7.62% | +32.38% | 5.50% | 15:40 | 09:56 | 11:24 | 15:52 | 18:40 | 27:03 | 07:16 | 05:22 |
 | Ring of Health | 24 | 47.06% | 78.7 | 45.83% | +12.50% | -12.50% | +4.17% | 2.02% | 16:24 | 09:41 | 11:37 | 15:40 | 19:53 | 29:43 | 08:16 | 06:07 |
 | Pipe of Insight | 11 | 21.57% | 77.0 | 54.55% | +19.55% | -21.22% | +12.12% | 4.54% | 24:24 | 15:58 | 20:11 | 22:45 | 27:32 | 36:43 | 07:21 | 05:26 |
 | Urn of Shadows | 29 | 56.86% | 75.4 | 41.38% | +5.02% | +1.48% | -12.81% | -3.88% | 06:07 | 01:56 | 03:33 | 05:46 | 07:14 | 15:34 | 03:41 | 02:43 |
 | Wind Lace | 44 | 86.27% | 73.8 | 36.36% | -20.78% | +27.28% | -9.09% | -4.89% | 06:34 | -01:29 | -01:29 | 05:18 | 08:55 | 34:48 | 10:24 | 07:42 |
 | Heaven's Halberd | 4 | 7.84% | 72.1 | 75.00% | +38.83% | -75.00% | +25.00% | 0.00% | 30:10 | 27:05 | 27:05 | 28:52 | 29:12 | 35:29 | 02:07 | 01:34 |
 | Buckler | 4 | 7.84% | 70.5 | 75.00% | +38.83% | +25.00% | +25.00% | 0.00% | 26:17 | 21:22 | 21:22 | 23:35 | 24:45 | 35:27 | 03:23 | 02:30 |
 | Wind Waker | 2 | 3.92% | 68.9 | 100.00% | +63.27% | 0.00% | 0.00% | 0.00% | 32:49 | 31:28 | 31:28 | 34:10 | 34:10 | 34:10 | 02:42 | 02:00 |
 | Guardian Greaves | 2 | 3.92% | 67.2 | 100.00% | +63.27% | 0.00% | 0.00% | 0.00% | 23:15 | 21:25 | 21:25 | 25:04 | 25:04 | 25:04 | 03:39 | 02:42 |
 | Solar Crest | 7 | 13.73% | 65.6 | 57.14% | +20.78% | +42.86% | -7.14% | -8.75% | 27:44 | 20:15 | 25:10 | 29:57 | 30:53 | 30:55 | 05:43 | 04:14 |
 | Tranquil Boots | 28 | 54.90% | 63.9 | 35.71% | -7.77% | +35.72% | -7.14% | -7.35% | 10:30 | 02:38 | 06:04 | 09:16 | 11:54 | 35:26 | 05:50 | 04:19 |
 | Blight Stone | 11 | 21.57% | 62.3 | 45.45% | +7.95% | +21.22% | +21.22% | 0.00% | 21:29 | 17:32 | 18:04 | 18:30 | 25:08 | 27:32 | 07:04 | 05:14 |
 | Medallion of Courage | 11 | 21.57% | 60.7 | 45.45% | +7.95% | +21.22% | +21.22% | 0.00% | 21:37 | 17:41 | 18:11 | 18:31 | 25:19 | 27:32 | 07:08 | 05:17 |
 | Eternal Shroud | 5 | 9.80% | 59.0 | 60.00% | +23.04% | +40.00% | +40.00% | 0.00% | 18:30 | 13:10 | 13:10 | 20:02 | 20:17 | 21:24 | 07:07 | 05:16 |
 | Ring of Basilius | 5 | 9.80% | 57.4 | 60.00% | +23.04% | +40.00% | +40.00% | 0.00% | 17:53 | 09:05 | 09:05 | 13:15 | 15:36 | 40:13 | 06:31 | 04:49 |
 | Crown | 5 | 9.80% | 55.7 | 60.00% | +23.04% | +40.00% | -60.00% | 0.00% | 14:54 | 06:28 | 06:28 | 11:18 | 17:24 | 32:22 | 10:56 | 08:05 |
 | Sange | 5 | 9.80% | 54.1 | 60.00% | +23.04% | -60.00% | -60.00% | 0.00% | 27:32 | 23:39 | 23:39 | 26:15 | 30:09 | 33:29 | 06:30 | 04:48 |
 | Force Staff | 31 | 60.78% | 52.5 | 29.03% | -25.97% | +33.47% | -4.03% | -5.37% | 19:01 | 09:34 | 15:21 | 17:47 | 22:20 | 30:03 | 06:59 | 05:10 |
 | Spirit Vessel | 18 | 35.29% | 50.8 | 33.33% | -9.09% | -13.33% | -8.33% | 0.72% | 16:28 | 10:56 | 11:47 | 16:13 | 18:44 | 28:36 | 06:57 | 05:08 |
 | Power Treads | 10 | 19.61% | 49.2 | 40.00% | +0.98% | +26.67% | +10.00% | -6.49% | 09:21 | 07:07 | 07:38 | 08:40 | 10:12 | 12:46 | 02:34 | 01:54 |
 | Aeon Disk | 3 | 5.88% | 47.5 | 66.67% | +29.17% | +33.33% | 0.00% | 0.00% | 31:30 | 26:05 | 26:05 | 27:32 | 40:53 | 40:53 | 14:48 | 10:57 |
 | Black King Bar | 3 | 5.88% | 45.9 | 66.67% | +29.17% | +33.33% | 0.00% | 0.00% | 30:36 | 27:23 | 27:23 | 29:29 | 34:57 | 34:57 | 07:34 | 05:36 |
 | Scythe of Vyse | 3 | 5.88% | 44.3 | 66.67% | +29.17% | +33.33% | 0.00% | 0.00% | 40:35 | 33:41 | 33:41 | 34:56 | 53:07 | 53:07 | 19:26 | 14:23 |
 | Bracer | 7 | 13.73% | 42.6 | 42.86% | +4.22% | +7.14% | +7.14% | 0.00% | 05:56 | 00:40 | 02:28 | 07:13 | 07:46 | 10:35 | 05:18 | 03:55 |
 | Ghost Scepter | 8 | 15.69% | 41.0 | 37.50% | -2.03% | +12.50% | +12.50% | 0.00% | 30:28 | 21:27 | 24:01 | 31:17 | 32:10 | 36:37 | 08:09 | 06:02 |
 | Veil of Discord | 4 | 7.84% | 39.3 | 50.00% | +11.70% | +50.00% | -50.00% | 0.00% | 18:12 | 11:18 | 11:18 | 11:43 | 17:24 | 32:22 | 06:06 | 04:31 |
 | Morbid Mask | 1 | 1.96% | 37.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 1.96% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:26 | 16:26 | 16:26 | 16:26 | 16:26 | 16:26 | 00:00 | 00:00 |
 | Phase Boots | 1 | 1.96% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:09 | 09:09 | 09:09 | 09:09 | 09:09 | 09:09 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.96% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 1.96% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:32 | 44:32 | 44:32 | 44:32 | 44:32 | 44:32 | 00:00 | 00:00 |
 | Wraith Band | 8 | 15.69% | 29.5 | 25.00% | -16.86% | +25.00% | +25.00% | 0.00% | 01:59 | 00:27 | 01:35 | 02:04 | 02:08 | 03:15 | 00:33 | 00:24 |
 | Quelling Blade | 9 | 17.65% | 27.9 | 22.22% | -20.64% | +27.78% | -22.22% | -7.81% | 03:18 | -01:29 | -01:29 | 00:14 | 07:53 | 11:52 | 09:22 | 06:56 |
 | Vanguard | 2 | 3.92% | 26.2 | 50.00% | +11.22% | -50.00% | 0.00% | 0.00% | 22:18 | 21:00 | 21:00 | 23:35 | 23:35 | 23:35 | 02:35 | 01:54 |
 | Crimson Guard | 2 | 3.92% | 24.6 | 50.00% | +11.22% | -50.00% | 0.00% | 0.00% | 25:58 | 23:34 | 23:34 | 28:21 | 28:21 | 28:21 | 04:47 | 03:32 |
 | Helm of Iron Will | 2 | 3.92% | 23.0 | 50.00% | +11.22% | -50.00% | 0.00% | 0.00% | 24:21 | 22:56 | 22:56 | 25:45 | 25:45 | 25:45 | 02:49 | 02:05 |
 | Aether Lens | 2 | 3.92% | 21.3 | 50.00% | +11.22% | +50.00% | 0.00% | 0.00% | 33:24 | 21:16 | 21:16 | 45:31 | 45:31 | 45:31 | 24:15 | 17:57 |
 | Shiva's Guard | 2 | 3.92% | 19.7 | 50.00% | +11.22% | -50.00% | 0.00% | 0.00% | 29:26 | 21:28 | 21:28 | 37:24 | 37:24 | 37:24 | 15:56 | 11:48 |
 | Blink Dagger | 2 | 3.92% | 18.0 | 50.00% | +11.22% | +50.00% | 0.00% | 0.00% | 28:06 | 20:48 | 20:48 | 35:24 | 35:24 | 35:24 | 14:36 | 10:48 |
 | Aghanim's Scepter | 5 | 9.80% | 16.4 | 20.00% | -21.30% | +80.00% | -20.00% | 0.00% | 34:18 | 26:06 | 26:06 | 31:38 | 41:03 | 41:21 | 14:57 | 11:04 |
 | Hand of Midas | 1 | 1.96% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:55 | 14:55 | 14:55 | 14:55 | 14:55 | 14:55 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.96% | 13.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:31 | 45:31 | 45:31 | 45:31 | 45:31 | 45:31 | 00:00 | 00:00 |
 | Necronomicon | 1 | 1.96% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:22 | 08:22 | 08:22 | 08:22 | 08:22 | 08:22 | 00:00 | 00:00 |
 | Glimmer Cape | 3 | 5.88% | 9.8 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 27:59 | 25:03 | 25:03 | 26:52 | 32:03 | 32:03 | 07:00 | 05:11 |
 | Bottle | 1 | 1.96% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:56 | 02:56 | 02:56 | 02:56 | 02:56 | 02:56 | 00:00 | 00:00 |
 | Necronomicon (level 3) | 1 | 1.96% | 6.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:36 | 15:36 | 15:36 | 15:36 | 15:36 | 15:36 | 00:00 | 00:00 |
 | Necronomicon (level 2) | 1 | 1.96% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:39 | 13:39 | 13:39 | 13:39 | 13:39 | 13:39 | 00:00 | 00:00 |
 | Fluffy Hat | 2 | 3.92% | 3.3 | 0.00% | -40.82% | 0.00% | 0.00% | 0.00% | 06:24 | 04:49 | 04:49 | 07:58 | 07:58 | 07:58 | 03:09 | 02:20 |
 | Falcon Blade | 1 | 1.96% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:50 | 04:50 | 04:50 | 04:50 | 04:50 | 04:50 | 00:00 | 00:00 |