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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 | 11 | 12.22% | 100.0 | 81.82% | +37.52% | +18.18% | +18.18% | 0.00% | 27:18 | 20:43 | 22:05 | 26:39 | 28:47 | 37:42 | 06:42 | 04:57 |
 | Headdress | 48 | 53.33% | 97.7 | 58.33% | +20.23% | 0.00% | 0.00% | 0.00% | 21:43 | 12:10 | 17:04 | 20:19 | 24:35 | 41:10 | 07:31 | 05:34 |
 | Pipe of Insight | 48 | 53.33% | 95.3 | 58.33% | +20.23% | 0.00% | 0.00% | 0.00% | 22:46 | 13:16 | 18:30 | 21:25 | 25:50 | 41:46 | 07:20 | 05:25 |
 | Buckler | 52 | 57.78% | 93.0 | 57.69% | +20.85% | +3.85% | -19.23% | -2.46% | 21:09 | 10:28 | 16:25 | 20:08 | 25:47 | 34:38 | 09:22 | 06:56 |
 | Crimson Guard | 50 | 55.56% | 90.7 | 56.00% | +16.00% | +5.54% | -14.33% | -2.17% | 22:05 | 11:20 | 18:03 | 21:13 | 27:13 | 33:11 | 09:10 | 06:47 |
 | Vanguard | 70 | 77.78% | 88.4 | 52.86% | +17.86% | +2.70% | -23.45% | -5.13% | 13:18 | 05:10 | 09:17 | 11:56 | 14:23 | 33:11 | 05:06 | 03:46 |
 | Hood of Defiance | 55 | 61.11% | 86.0 | 54.55% | +14.55% | +2.59% | +2.59% | 0.00% | 17:34 | 06:35 | 11:24 | 16:50 | 22:21 | 38:42 | 10:57 | 08:06 |
 | Heaven's Halberd | 9 | 10.00% | 83.7 | 77.78% | +32.10% | +22.22% | +22.22% | 0.00% | 28:07 | 23:10 | 25:51 | 28:00 | 30:17 | 32:51 | 04:26 | 03:17 |
 | Chainmail | 85 | 94.44% | 81.4 | 50.59% | +30.59% | +6.55% | +6.55% | 0.00% | 09:44 | 02:04 | 05:17 | 07:09 | 10:55 | 42:43 | 05:38 | 04:10 |
 | Assault Cuirass | 4 | 4.44% | 79.1 | 100.00% | +53.49% | 0.00% | 0.00% | 0.00% | 42:56 | 36:00 | 36:00 | 42:10 | 46:16 | 47:17 | 10:16 | 07:36 |
 | Ring of Health | 89 | 98.89% | 76.7 | 49.44% | +49.44% | +0.56% | -17.62% | -3.23% | 09:45 | 02:46 | 05:42 | 08:39 | 11:20 | 28:17 | 05:38 | 04:10 |
 | Stout Shield | 90 | 100.00% | 74.4 | 48.89% | +48.89% | +11.98% | +1.11% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 90 | 100.00% | 72.1 | 48.89% | +48.89% | +7.63% | -12.53% | -7.12% | 04:43 | 01:28 | 02:58 | 04:07 | 05:48 | 11:41 | 02:50 | 02:05 |
 | Blink Dagger | 88 | 97.78% | 69.8 | 48.86% | -1.14% | -7.95% | -3.41% | 1.22% | 17:52 | 11:08 | 15:30 | 17:13 | 19:14 | 38:03 | 03:44 | 02:45 |
 | Phase Boots | 68 | 75.56% | 67.4 | 50.00% | +4.55% | +2.94% | +2.94% | 0.00% | 10:39 | 04:37 | 06:52 | 08:33 | 10:58 | 36:29 | 04:06 | 03:02 |
 | Quelling Blade | 84 | 93.33% | 65.1 | 47.62% | -19.05% | +23.81% | -14.29% | -38.10% | 01:21 | -01:29 | 00:51 | 01:04 | 01:24 | 09:06 | 00:33 | 00:24 |
 | Magic Stick | 82 | 91.11% | 62.8 | 47.56% | -14.94% | +19.11% | +2.44% | -2.42% | 05:53 | 00:20 | 02:03 | 04:29 | 08:57 | 18:06 | 06:54 | 05:06 |
 | Black King Bar | 12 | 13.33% | 60.5 | 66.67% | +20.52% | 0.00% | -33.34% | 0.00% | 34:56 | 26:15 | 30:35 | 31:04 | 33:17 | 56:49 | 02:42 | 02:00 |
 | Void Stone | 23 | 25.56% | 58.1 | 56.52% | +10.25% | +10.15% | -6.52% | -1.84% | 35:38 | 25:07 | 30:07 | 32:53 | 39:11 | 50:17 | 09:04 | 06:42 |
 | Bracer | 35 | 38.89% | 55.8 | 51.43% | +4.16% | +15.24% | -18.10% | -7.38% | 07:03 | 02:49 | 04:15 | 06:50 | 08:46 | 13:55 | 04:31 | 03:20 |
 | Magic Wand | 55 | 61.11% | 53.5 | 47.27% | -4.16% | -18.70% | +17.02% | 5.92% | 12:01 | 02:41 | 07:54 | 11:04 | 13:56 | 34:01 | 06:02 | 04:28 |
 | Medallion of Courage | 7 | 7.78% | 51.2 | 71.43% | +24.44% | +28.57% | -21.43% | 0.00% | 24:16 | 18:33 | 19:33 | 23:22 | 26:21 | 33:58 | 06:48 | 05:02 |
 | Blight Stone | 7 | 7.78% | 48.8 | 71.43% | +24.44% | +28.57% | -21.43% | 0.00% | 23:48 | 18:33 | 19:33 | 21:38 | 26:21 | 33:58 | 06:48 | 05:02 |
 | Lotus Orb | 19 | 21.11% | 46.5 | 52.63% | +4.74% | +27.37% | +7.37% | -3.85% | 36:10 | 29:59 | 31:26 | 32:55 | 36:38 | 51:45 | 05:12 | 03:51 |
 | Aghanim's Scepter | 17 | 18.89% | 44.2 | 52.94% | +4.99% | -27.94% | -2.94% | 3.14% | 40:40 | 28:32 | 36:18 | 39:31 | 44:16 | 50:40 | 07:58 | 05:54 |
 | Power Treads | 6 | 6.67% | 41.9 | 66.67% | +19.05% | -66.67% | +33.33% | 0.00% | 27:51 | 15:05 | 20:53 | 21:10 | 39:07 | 39:58 | 18:14 | 13:30 |
 | Force Staff | 9 | 10.00% | 39.5 | 55.56% | +7.41% | -5.56% | -5.56% | 0.00% | 27:16 | 19:44 | 22:56 | 27:00 | 31:44 | 31:59 | 08:48 | 06:31 |
 | Ring of Protection | 12 | 13.33% | 37.2 | 50.00% | +1.28% | +16.67% | +16.67% | 0.00% | 05:48 | 00:52 | 01:24 | 01:50 | 03:11 | 24:59 | 01:47 | 01:19 |
 | Wind Lace | 13 | 14.44% | 34.9 | 46.15% | -3.20% | -12.82% | +20.52% | 2.71% | 13:04 | 03:01 | 05:12 | 07:47 | 17:29 | 33:55 | 12:17 | 09:05 |
 | Heart of Tarrasque | 5 | 5.56% | 32.6 | 60.00% | +11.76% | +40.00% | -60.00% | 0.00% | 41:35 | 30:14 | 30:14 | 37:34 | 39:28 | 1:07:26 | 09:14 | 06:50 |
 | Ring of Tarrasque | 6 | 6.67% | 30.2 | 50.00% | +1.19% | 0.00% | -50.00% | 0.00% | 39:19 | 29:14 | 31:20 | 32:59 | 38:35 | 1:06:21 | 07:15 | 05:22 |
 | Solar Crest | 3 | 3.33% | 27.9 | 66.67% | +18.39% | +33.33% | 0.00% | 0.00% | 30:39 | 29:00 | 29:00 | 29:41 | 33:16 | 33:16 | 04:16 | 03:09 |
 | Arcane Boots | 4 | 4.44% | 25.6 | 50.00% | +1.16% | +50.00% | -50.00% | 0.00% | 28:12 | 21:31 | 21:31 | 26:46 | 29:15 | 35:17 | 07:44 | 05:43 |
 | Scythe of Vyse | 1 | 1.11% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 1.11% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:32 | 47:32 | 47:32 | 47:32 | 47:32 | 47:32 | 00:00 | 00:00 |
 | Blade Mail | 1 | 1.11% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 2.22% | 16.3 | 50.00% | +1.14% | +50.00% | 0.00% | 0.00% | 24:30 | 24:01 | 24:01 | 24:59 | 24:59 | 24:59 | 00:58 | 00:42 |
 | Vladmir's Offering | 2 | 2.22% | 14.0 | 50.00% | +1.14% | +50.00% | 0.00% | 0.00% | 26:03 | 24:02 | 24:02 | 28:04 | 28:04 | 28:04 | 04:02 | 02:59 |
 | Morbid Mask | 2 | 2.22% | 11.6 | 50.00% | +1.14% | +50.00% | 0.00% | 0.00% | 25:52 | 24:01 | 24:01 | 27:42 | 27:42 | 27:42 | 03:41 | 02:43 |
 | Refresher Orb | 2 | 2.22% | 9.3 | 50.00% | +1.14% | +50.00% | 0.00% | 0.00% | 53:06 | 47:15 | 47:15 | 58:56 | 58:56 | 58:56 | 11:41 | 08:39 |
 | Tranquil Boots | 3 | 3.33% | 7.0 | 0.00% | -50.57% | 0.00% | 0.00% | 0.00% | 26:35 | 15:04 | 15:04 | 30:42 | 33:59 | 33:59 | 18:55 | 14:00 |
 | Boots of Travel 2 | 1 | 1.11% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:43 | 55:43 | 55:43 | 55:43 | 55:43 | 55:43 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.11% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:22 | 37:22 | 37:22 | 37:22 | 37:22 | 37:22 | 00:00 | 00:00 |