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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 | |
 | Skull Basher | 21 | 35.00% | 100.0 | 80.95% | +27.10% | +19.05% | -0.95% | -2.04% | 27:27 | 19:18 | 21:40 | 29:01 | 31:27 | 34:08 | 09:47 | 07:14 |
 | Blight Stone | 50 | 83.33% | 97.9 | 70.00% | +40.00% | -0.77% | +5.00% | 5.77% | 00:23 | -01:30 | -01:29 | -01:29 | 01:01 | 16:16 | 02:30 | 01:51 |
 | Desolator | 40 | 66.67% | 95.7 | 70.00% | +20.00% | +10.00% | -30.00% | -17.27% | 15:59 | 12:18 | 14:48 | 15:49 | 17:07 | 19:36 | 02:19 | 01:42 |
 | Phase Boots | 52 | 86.67% | 93.6 | 67.31% | +29.81% | +9.61% | -28.85% | -27.15% | 06:55 | 05:02 | 05:38 | 06:16 | 07:03 | 24:24 | 01:25 | 01:02 |
 | Chainmail | 52 | 86.67% | 91.5 | 67.31% | +29.81% | +9.61% | -28.85% | -30.77% | 06:07 | 02:51 | 04:56 | 05:37 | 06:11 | 23:50 | 01:15 | 00:55 |
 | Morbid Mask | 34 | 56.67% | 89.4 | 70.59% | +16.74% | +18.30% | -45.59% | -29.72% | 10:08 | 06:26 | 08:31 | 09:13 | 10:40 | 29:52 | 02:09 | 01:35 |
 | Assault Cuirass | 28 | 46.67% | 87.2 | 71.43% | +15.18% | +28.57% | 0.00% | -8.53% | 27:13 | 21:54 | 24:19 | 25:55 | 27:40 | 42:21 | 03:21 | 02:28 |
 | Mask of Madness | 33 | 55.00% | 85.1 | 69.70% | +14.14% | +5.30% | -44.70% | -30.61% | 10:32 | 08:02 | 09:31 | 10:01 | 11:09 | 19:17 | 01:38 | 01:12 |
 | Ring of Protection | 35 | 58.33% | 83.0 | 68.57% | +12.57% | +9.21% | -13.01% | -5.03% | 24:53 | 17:54 | 21:40 | 24:18 | 26:05 | 42:00 | 04:25 | 03:16 |
 | Buckler | 35 | 58.33% | 80.9 | 68.57% | +12.57% | +9.21% | -13.01% | -5.13% | 25:03 | 18:09 | 21:45 | 24:21 | 26:05 | 42:00 | 04:20 | 03:12 |
 | Boots of Speed | 60 | 100.00% | 78.7 | 63.33% | +63.33% | +16.67% | -16.66% | -17.54% | 05:30 | 02:34 | 03:58 | 04:47 | 05:52 | 14:28 | 01:54 | 01:24 |
 | Aghanim's Shard | 55 | 91.67% | 76.6 | 61.82% | -18.18% | +23.89% | -4.68% | -9.32% | 19:31 | 15:03 | 17:40 | 19:07 | 20:44 | 30:54 | 03:04 | 02:16 |
 | Quelling Blade | 52 | 86.67% | 74.5 | 59.62% | -27.88% | +9.61% | -21.16% | 0.00% | -01:27 | -01:30 | -01:29 | -01:29 | -01:29 | 00:09 | 00:00 | 00:00 |
 | Black King Bar | 17 | 28.33% | 72.3 | 64.71% | +1.92% | +10.29% | -14.71% | -2.37% | 34:45 | 25:06 | 29:16 | 33:25 | 39:48 | 42:49 | 10:32 | 07:48 |
 | Ring of Health | 6 | 10.00% | 70.2 | 83.33% | +22.22% | +16.67% | +16.67% | 0.00% | 33:51 | 30:22 | 31:03 | 33:34 | 37:11 | 37:13 | 06:08 | 04:32 |
 | Abyssal Blade | 6 | 10.00% | 68.1 | 83.33% | +22.22% | -33.33% | +16.67% | 0.00% | 35:21 | 30:38 | 34:58 | 35:40 | 37:13 | 37:20 | 02:15 | 01:40 |
 | Vanguard | 6 | 10.00% | 66.0 | 83.33% | +22.22% | +16.67% | +16.67% | 0.00% | 33:52 | 30:22 | 31:03 | 33:34 | 37:13 | 37:18 | 06:10 | 04:34 |
 | Orb of Venom | 14 | 23.33% | 63.8 | 64.29% | +1.25% | +35.71% | -30.96% | -31.50% | 04:16 | -00:07 | 01:38 | 02:18 | 03:45 | 16:59 | 02:07 | 01:34 |
 | Fluffy Hat | 14 | 23.33% | 61.7 | 64.29% | +1.25% | +10.71% | -30.96% | -29.76% | 04:53 | 00:58 | 02:21 | 02:54 | 03:45 | 17:05 | 01:24 | 01:02 |
 | Orb of Corrosion | 14 | 23.33% | 59.6 | 64.29% | +1.25% | +10.71% | -30.96% | -34.73% | 05:30 | 01:50 | 03:03 | 03:32 | 04:15 | 17:06 | 01:12 | 00:53 |
 | Wraith Band | 25 | 41.67% | 57.4 | 56.00% | -12.57% | -6.00% | -22.67% | -1.04% | 21:32 | 01:22 | 11:36 | 25:06 | 27:36 | 42:37 | 16:00 | 11:51 |
 | Nullifier | 5 | 8.33% | 55.3 | 80.00% | +18.18% | +20.00% | -80.00% | 0.00% | 29:39 | 25:37 | 25:37 | 29:50 | 30:54 | 35:21 | 05:17 | 03:54 |
 | Helm of Iron Will | 5 | 8.33% | 53.2 | 80.00% | +18.18% | +20.00% | -80.00% | 0.00% | 28:33 | 25:07 | 25:07 | 28:31 | 28:36 | 35:11 | 03:29 | 02:34 |
 | Maelstrom | 5 | 8.33% | 51.1 | 80.00% | +18.18% | +20.00% | +20.00% | 0.00% | 22:32 | 10:08 | 10:08 | 19:35 | 24:45 | 39:10 | 14:37 | 10:49 |
 | Echo Sabre | 8 | 13.33% | 48.9 | 62.50% | -0.96% | -62.50% | +37.50% | 0.00% | 16:18 | 14:28 | 15:03 | 15:35 | 16:35 | 20:11 | 01:32 | 01:08 |
 | Harpoon | 8 | 13.33% | 46.8 | 62.50% | -0.96% | -62.50% | -12.50% | 0.00% | 19:58 | 17:38 | 18:05 | 19:43 | 19:56 | 22:59 | 01:51 | 01:22 |
 | Diadem | 8 | 13.33% | 44.7 | 62.50% | -0.96% | -62.50% | -12.50% | 0.00% | 18:30 | 15:50 | 16:11 | 18:06 | 19:27 | 22:53 | 03:16 | 02:25 |
 | Javelin | 16 | 26.67% | 42.6 | 50.00% | -18.18% | +25.00% | 0.00% | -1.47% | 28:32 | 07:03 | 18:42 | 24:45 | 35:45 | 50:45 | 17:03 | 12:37 |
 | Wind Lace | 2 | 3.33% | 40.4 | 100.00% | +37.93% | 0.00% | 0.00% | 0.00% | 16:10 | 15:54 | 15:54 | 16:26 | 16:26 | 16:26 | 00:32 | 00:23 |
 | Blade Mail | 2 | 3.33% | 38.3 | 100.00% | +37.93% | 0.00% | 0.00% | 0.00% | 18:02 | 14:22 | 14:22 | 21:42 | 21:42 | 21:42 | 07:20 | 05:25 |
 | Radiance | 10 | 16.67% | 36.2 | 50.00% | -16.00% | -16.67% | -50.00% | -11.43% | 15:58 | 13:29 | 14:58 | 15:34 | 17:53 | 18:26 | 02:55 | 02:09 |
 | Moon Shard | 3 | 5.00% | 34.0 | 66.67% | +3.51% | -66.67% | 0.00% | 0.00% | 40:17 | 32:44 | 32:44 | 35:16 | 52:50 | 52:50 | 20:06 | 14:53 |
 | Mjollnir | 3 | 5.00% | 31.9 | 66.67% | +3.51% | +33.33% | 0.00% | 0.00% | 23:24 | 15:15 | 15:15 | 25:49 | 29:08 | 29:08 | 13:53 | 10:17 |
 | Monkey King Bar | 11 | 18.33% | 29.8 | 36.36% | -33.03% | -3.03% | +30.31% | 3.16% | 35:22 | 21:17 | 28:33 | 35:25 | 39:07 | 51:01 | 10:34 | 07:49 |
 | Diffusal Blade | 7 | 11.67% | 27.7 | 42.86% | -23.18% | +7.14% | +7.14% | 0.00% | 08:15 | 07:07 | 07:40 | 07:58 | 07:58 | 10:23 | 00:18 | 00:13 |
 | Hand of Midas | 7 | 11.67% | 25.5 | 42.86% | -23.18% | -42.86% | +7.14% | 0.00% | 11:35 | 09:50 | 11:06 | 11:30 | 11:53 | 13:09 | 00:47 | 00:34 |
 | Power Treads | 8 | 13.33% | 23.4 | 37.50% | -29.81% | -37.50% | -37.50% | 0.00% | 12:13 | 09:37 | 09:53 | 11:28 | 12:13 | 16:14 | 02:20 | 01:43 |
 | Eye of Skadi | 1 | 1.67% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:02 | 34:02 | 34:02 | 34:02 | 34:02 | 34:02 | 00:00 | 00:00 |
 | Bracer | 1 | 1.67% | 19.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:19 | 26:19 | 26:19 | 26:19 | 26:19 | 26:19 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.67% | 17.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:52 | 29:52 | 29:52 | 29:52 | 29:52 | 29:52 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.67% | 14.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:52 | 29:52 | 29:52 | 29:52 | 29:52 | 29:52 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.67% | 12.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.67% | 10.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:08 | 56:08 | 56:08 | 56:08 | 56:08 | 56:08 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.67% | 8.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:07 | 55:07 | 55:07 | 55:07 | 55:07 | 55:07 | 00:00 | 00:00 |
 | Cornucopia | 1 | 1.67% | 6.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:01 | 56:01 | 56:01 | 56:01 | 56:01 | 56:01 | 00:00 | 00:00 |
 | Magic Wand | 3 | 5.00% | 4.3 | 33.33% | -31.58% | -33.33% | 0.00% | 0.00% | 05:18 | 02:02 | 02:02 | 02:13 | 11:38 | 11:38 | 09:36 | 07:06 |
 | Magic Stick | 3 | 5.00% | 2.1 | 33.33% | -31.58% | +66.67% | 0.00% | 0.00% | 04:23 | 00:32 | 00:32 | 01:15 | 11:21 | 11:21 | 10:49 | 08:00 |