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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 | |
 | Black King Bar | 6 | 5.61% | 100.0 | 100.00% | +54.46% | 0.00% | 0.00% | 0.00% | 36:24 | 28:40 | 31:12 | 32:03 | 44:56 | 46:11 | 13:44 | 10:10 |
 | Ring of Protection | 47 | 43.93% | 97.9 | 61.70% | +23.37% | +4.97% | +21.63% | 2.07% | 10:01 | -01:29 | 04:54 | 09:35 | 12:56 | 45:12 | 08:02 | 05:57 |
 | Magic Wand | 87 | 81.31% | 95.8 | 50.57% | +10.57% | -9.66% | +8.52% | 4.47% | 12:00 | 02:15 | 09:32 | 11:06 | 13:36 | 24:52 | 04:04 | 03:00 |
 | Urn of Shadows | 39 | 36.45% | 93.8 | 56.41% | +12.29% | +3.59% | +13.59% | 2.25% | 11:28 | 05:06 | 09:04 | 11:34 | 13:31 | 16:52 | 04:27 | 03:17 |
 | Wind Lace | 102 | 95.33% | 91.7 | 49.02% | +9.02% | -6.71% | +6.98% | 3.80% | 03:13 | -01:29 | -01:29 | 02:51 | 05:05 | 35:18 | 06:34 | 04:51 |
 | Tranquil Boots | 102 | 95.33% | 89.6 | 49.02% | +9.02% | -6.71% | +18.98% | 6.09% | 07:51 | 02:05 | 04:55 | 07:14 | 09:08 | 35:18 | 04:13 | 03:07 |
 | Boots of Speed | 107 | 100.00% | 87.5 | 48.60% | +48.60% | +3.25% | -0.45% | -0.91% | 02:13 | -01:29 | -01:29 | 02:03 | 05:34 | 13:29 | 07:03 | 05:13 |
 | Fluffy Hat | 57 | 53.27% | 85.4 | 52.63% | +8.63% | -24.06% | +11.66% | 3.68% | 18:21 | 07:50 | 12:17 | 17:33 | 22:00 | 45:54 | 09:43 | 07:11 |
 | Magic Stick | 103 | 96.26% | 83.3 | 48.54% | -1.46% | +5.31% | +1.46% | -0.80% | 05:18 | -01:29 | 02:40 | 05:11 | 07:30 | 16:59 | 04:50 | 03:34 |
 | Force Staff | 40 | 37.38% | 81.3 | 52.50% | +6.23% | +7.50% | -22.50% | -4.04% | 27:26 | 18:25 | 23:08 | 26:51 | 30:34 | 45:54 | 07:26 | 05:30 |
 | Ring of Basilius | 6 | 5.61% | 79.2 | 83.33% | +36.80% | -33.33% | +16.67% | 0.00% | 21:19 | 13:18 | 13:29 | 13:41 | 31:18 | 41:16 | 17:49 | 13:11 |
 | Spirit Vessel | 12 | 11.21% | 77.1 | 66.67% | +20.35% | +33.33% | 0.00% | -11.83% | 21:24 | 17:00 | 18:05 | 19:27 | 20:54 | 33:40 | 02:49 | 02:05 |
 | Glimmer Cape | 12 | 11.21% | 75.0 | 66.67% | +20.35% | +33.33% | 0.00% | -3.58% | 29:18 | 22:39 | 22:58 | 28:34 | 32:17 | 40:14 | 09:19 | 06:54 |
 | Lotus Orb | 8 | 7.48% | 72.9 | 75.00% | +28.54% | +25.00% | -25.00% | -2.77% | 35:39 | 22:24 | 26:40 | 31:34 | 44:44 | 46:23 | 18:04 | 13:22 |
 | Ring of Health | 35 | 32.71% | 70.8 | 48.57% | -0.04% | +40.32% | -4.13% | -5.07% | 21:11 | 10:39 | 14:20 | 18:32 | 23:06 | 46:23 | 08:46 | 06:29 |
 | Aghanim's Shard | 18 | 16.82% | 68.8 | 55.56% | +8.37% | +24.44% | -30.56% | -7.99% | 30:53 | 20:25 | 25:44 | 27:13 | 32:37 | 1:07:00 | 06:53 | 05:05 |
 | Void Stone | 11 | 10.28% | 66.7 | 63.64% | +16.76% | +3.03% | +3.03% | 0.00% | 32:20 | 20:14 | 25:35 | 30:37 | 35:26 | 46:23 | 09:51 | 07:17 |
 | Vladmir's Offering | 3 | 2.80% | 64.6 | 100.00% | +52.88% | 0.00% | 0.00% | 0.00% | 29:58 | 29:13 | 29:13 | 29:23 | 31:19 | 31:19 | 02:06 | 01:33 |
 | Morbid Mask | 3 | 2.80% | 62.5 | 100.00% | +52.88% | 0.00% | 0.00% | 0.00% | 29:29 | 28:24 | 28:24 | 28:45 | 31:18 | 31:18 | 02:54 | 02:08 |
 | Hood of Defiance | 28 | 26.17% | 60.4 | 46.43% | -2.94% | +53.57% | -3.57% | -10.08% | 18:19 | 10:49 | 15:04 | 17:17 | 20:44 | 28:07 | 05:40 | 04:11 |
 | Aghanim's Scepter | 19 | 17.76% | 58.3 | 47.37% | -1.49% | +12.63% | -27.37% | -3.60% | 35:46 | 22:10 | 28:22 | 32:18 | 39:28 | 59:22 | 11:06 | 08:13 |
 | Buckler | 6 | 5.61% | 56.3 | 66.67% | +19.15% | -66.67% | +33.33% | 0.00% | 25:54 | 09:21 | 17:14 | 23:53 | 31:18 | 45:12 | 14:04 | 10:25 |
 | Ghost Scepter | 15 | 14.02% | 54.2 | 46.67% | -2.24% | +3.33% | -21.67% | -5.64% | 31:52 | 21:35 | 29:17 | 32:52 | 33:43 | 45:31 | 04:26 | 03:17 |
 | Blade Mail | 4 | 3.74% | 52.1 | 75.00% | +27.43% | +25.00% | +25.00% | 0.00% | 18:48 | 15:36 | 15:36 | 19:00 | 19:29 | 21:05 | 03:53 | 02:52 |
 | Heaven's Halberd | 2 | 1.87% | 50.0 | 100.00% | +52.38% | 0.00% | 0.00% | 0.00% | 28:14 | 24:49 | 24:49 | 31:38 | 31:38 | 31:38 | 06:49 | 05:02 |
 | Sange | 2 | 1.87% | 47.9 | 100.00% | +52.38% | 0.00% | 0.00% | 0.00% | 27:32 | 24:25 | 24:25 | 30:38 | 30:38 | 30:38 | 06:13 | 04:36 |
 | Chainmail | 21 | 19.63% | 45.8 | 33.33% | -19.00% | +6.67% | +6.67% | 0.00% | 17:17 | 06:39 | 12:17 | 15:17 | 20:13 | 32:45 | 07:56 | 05:52 |
 | Bracer | 4 | 3.74% | 43.8 | 50.00% | +1.46% | +50.00% | -50.00% | 0.00% | 12:42 | 05:51 | 05:51 | 10:25 | 16:28 | 18:03 | 10:37 | 07:51 |
 | Aeon Disk | 4 | 3.74% | 41.7 | 50.00% | +1.46% | +50.00% | -50.00% | 0.00% | 47:14 | 38:19 | 38:19 | 41:06 | 46:23 | 1:03:06 | 08:04 | 05:58 |
 | Pipe of Insight | 4 | 3.74% | 39.6 | 50.00% | +1.46% | +50.00% | +50.00% | 0.00% | 28:31 | 24:31 | 24:31 | 24:41 | 25:12 | 39:39 | 00:41 | 00:30 |
 | Crown | 15 | 14.02% | 37.5 | 26.67% | -25.50% | -1.67% | -1.67% | 0.00% | 21:33 | 12:19 | 14:49 | 19:49 | 25:37 | 40:47 | 10:48 | 08:00 |
 | Blight Stone | 16 | 14.95% | 35.4 | 25.00% | -27.75% | 0.00% | +25.00% | 3.52% | 18:32 | 11:17 | 13:07 | 15:21 | 20:13 | 32:45 | 07:06 | 05:15 |
 | Medallion of Courage | 16 | 14.95% | 33.3 | 25.00% | -27.75% | 0.00% | +25.00% | 2.89% | 19:26 | 12:09 | 13:40 | 15:58 | 22:19 | 32:45 | 08:39 | 06:24 |
 | Phase Boots | 1 | 0.93% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:09 | 07:09 | 07:09 | 07:09 | 07:09 | 07:09 | 00:00 | 00:00 |
 | Solar Crest | 13 | 12.15% | 29.2 | 23.08% | -29.05% | +10.25% | +10.25% | 0.00% | 26:19 | 19:31 | 20:43 | 24:16 | 30:44 | 40:56 | 10:01 | 07:25 |
 | Headdress | 6 | 5.61% | 27.1 | 33.33% | -16.17% | -33.33% | +66.67% | 0.00% | 18:47 | -01:29 | 17:28 | 18:39 | 23:23 | 34:04 | 05:55 | 04:22 |
 | Vanguard | 2 | 1.87% | 25.0 | 50.00% | +1.43% | +50.00% | 0.00% | 0.00% | 24:22 | 16:49 | 16:49 | 31:54 | 31:54 | 31:54 | 15:05 | 11:10 |
 | Veil of Discord | 2 | 1.87% | 22.9 | 50.00% | +1.43% | -50.00% | 0.00% | 0.00% | 17:14 | 14:16 | 14:16 | 20:11 | 20:11 | 20:11 | 05:55 | 04:22 |
 | Soul Ring | 2 | 1.87% | 20.8 | 50.00% | +1.43% | +50.00% | 0.00% | 0.00% | 09:40 | 08:44 | 08:44 | 10:35 | 10:35 | 10:35 | 01:51 | 01:22 |
 | Quelling Blade | 3 | 2.80% | 18.8 | 33.33% | -15.71% | +66.67% | 0.00% | 0.00% | 05:24 | -01:29 | -01:29 | 05:11 | 12:29 | 12:29 | 13:58 | 10:20 |
 | Drum of Endurance | 3 | 2.80% | 16.7 | 33.33% | -15.71% | +66.67% | 0.00% | 0.00% | 16:34 | 13:51 | 13:51 | 17:35 | 18:16 | 18:16 | 04:25 | 03:16 |
 | Hand of Midas | 1 | 0.93% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:31 | 32:31 | 32:31 | 32:31 | 32:31 | 32:31 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.93% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:55 | 23:55 | 23:55 | 23:55 | 23:55 | 23:55 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 0.93% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 00:00 | 00:00 |
 | Bottle | 1 | 0.93% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:13 | 28:13 | 28:13 | 28:13 | 28:13 | 28:13 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.93% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:09 | 26:09 | 26:09 | 26:09 | 26:09 | 26:09 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.93% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.93% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:02 | 22:02 | 22:02 | 22:02 | 22:02 | 22:02 | 00:00 | 00:00 |