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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 | 41 | 71.93% | 100.0 | 60.98% | +35.98% | -10.98% | -20.98% | -2.33% | 24:00 | 18:42 | 21:20 | 23:18 | 25:37 | 45:04 | 04:17 | 03:10 |
 | Morbid Mask | 7 | 12.28% | 97.8 | 85.71% | +39.71% | +14.29% | +14.29% | 0.00% | 23:33 | 03:13 | 08:10 | 25:20 | 31:30 | 51:41 | 23:20 | 17:17 |
 | Magic Stick | 38 | 66.67% | 95.7 | 57.89% | +21.05% | -17.89% | +19.89% | 5.52% | 03:54 | -01:29 | -01:24 | 02:13 | 08:15 | 18:44 | 09:39 | 07:08 |
 | Ring of Health | 21 | 36.84% | 93.5 | 61.90% | +17.46% | -1.90% | +18.10% | 0.74% | 18:24 | 02:20 | 03:18 | 05:19 | 30:25 | 1:08:23 | 27:07 | 20:05 |
 | Magic Wand | 34 | 59.65% | 91.3 | 55.88% | +12.40% | +10.79% | +6.62% | -0.65% | 07:06 | -01:29 | 03:43 | 07:06 | 10:06 | 18:44 | 06:23 | 04:43 |
 | Ring of Protection | 52 | 91.23% | 89.1 | 51.92% | +11.92% | +1.93% | +9.62% | 1.24% | 06:51 | -01:29 | 02:03 | 06:31 | 08:16 | 31:59 | 06:13 | 04:36 |
 | Boots of Speed | 57 | 100.00% | 87.0 | 50.88% | +50.88% | -0.88% | -0.88% | 0.00% | 05:19 | 01:48 | 04:02 | 05:12 | 06:25 | 09:26 | 02:23 | 01:45 |
 | Power Treads | 46 | 80.70% | 84.8 | 52.17% | +6.72% | -10.50% | -6.72% | 1.37% | 09:14 | 04:23 | 06:44 | 07:52 | 09:29 | 27:19 | 02:45 | 02:02 |
 | Vladmir's Offering | 6 | 10.53% | 82.6 | 83.33% | +36.27% | +16.67% | +16.67% | 0.00% | 20:59 | 11:09 | 11:50 | 13:33 | 31:58 | 32:01 | 20:08 | 14:54 |
 | Wraith Pact | 6 | 10.53% | 80.4 | 83.33% | +36.27% | +16.67% | +16.67% | 0.00% | 23:17 | 12:59 | 13:53 | 17:25 | 32:18 | 34:48 | 18:25 | 13:38 |
 | Rod of Atos | 52 | 91.23% | 78.3 | 50.00% | -10.00% | +11.54% | -19.23% | -11.68% | 15:10 | 10:28 | 13:25 | 14:52 | 16:03 | 26:24 | 02:38 | 01:57 |
 | Crown | 52 | 91.23% | 76.1 | 50.00% | -10.00% | +19.23% | -26.92% | -23.27% | 10:24 | 05:19 | 08:58 | 09:51 | 10:57 | 22:37 | 01:59 | 01:28 |
 | Soul Ring | 45 | 78.95% | 73.9 | 51.11% | +1.11% | +3.44% | -5.66% | -3.37% | 07:43 | 02:29 | 06:18 | 07:46 | 09:00 | 16:35 | 02:42 | 02:00 |
 | Void Stone | 14 | 24.56% | 71.7 | 64.29% | +17.78% | -14.29% | -30.96% | -0.90% | 38:19 | 22:28 | 28:45 | 37:19 | 47:18 | 1:01:34 | 18:33 | 13:44 |
 | Quelling Blade | 48 | 84.21% | 69.6 | 50.00% | -5.56% | -16.67% | +8.33% | 0.00% | -01:20 | -01:29 | -01:29 | -01:29 | -01:29 | 05:44 | 00:00 | 00:00 |
 | Buckler | 19 | 33.33% | 67.4 | 57.89% | +10.52% | +2.11% | -37.89% | -4.85% | 27:30 | 09:37 | 23:44 | 29:00 | 31:59 | 38:27 | 08:15 | 06:06 |
 | Vanguard | 11 | 19.30% | 65.2 | 63.64% | +15.81% | +3.03% | +3.03% | 0.00% | 22:45 | 05:30 | 06:44 | 09:35 | 15:54 | 1:08:23 | 09:10 | 06:47 |
 | Heaven's Halberd | 9 | 15.79% | 63.0 | 66.67% | +18.75% | +33.33% | -16.67% | -5.15% | 31:01 | 19:56 | 26:11 | 32:08 | 35:54 | 40:16 | 09:43 | 07:11 |
 | Ring of Basilius | 7 | 12.28% | 60.9 | 71.43% | +23.43% | -21.43% | +28.57% | 0.00% | 19:39 | 06:07 | 08:02 | 24:59 | 25:19 | 32:00 | 17:17 | 12:48 |
 | Blink Dagger | 7 | 12.28% | 58.7 | 71.43% | +23.43% | +28.57% | -71.43% | 0.00% | 36:16 | 25:01 | 28:35 | 32:54 | 33:03 | 55:40 | 04:28 | 03:18 |
 | Bracer | 38 | 66.67% | 56.5 | 44.74% | -18.42% | -4.74% | +10.82% | 15.56% | 03:03 | 01:21 | 01:40 | 02:09 | 02:32 | 25:03 | 00:52 | 00:38 |
 | Sange | 10 | 17.54% | 54.3 | 60.00% | +11.06% | +6.67% | -10.00% | -2.24% | 28:35 | 18:02 | 24:51 | 28:02 | 32:17 | 38:42 | 07:26 | 05:30 |
 | Assault Cuirass | 13 | 22.81% | 52.2 | 53.85% | +3.85% | +12.82% | -53.85% | -10.13% | 34:02 | 29:01 | 30:14 | 33:26 | 36:49 | 39:28 | 06:35 | 04:52 |
 | Skull Basher | 8 | 14.04% | 50.0 | 62.50% | +13.52% | +37.50% | +37.50% | 0.00% | 36:53 | 29:14 | 30:25 | 32:32 | 34:59 | 1:08:12 | 04:34 | 03:22 |
 | Scythe of Vyse | 4 | 7.02% | 47.8 | 75.00% | +25.94% | +25.00% | -75.00% | 0.00% | 40:59 | 28:45 | 28:45 | 34:34 | 47:18 | 53:20 | 18:33 | 13:44 |
 | Aghanim's Shard | 19 | 33.33% | 45.7 | 42.11% | -13.15% | -2.11% | -22.11% | -3.45% | 24:45 | 15:03 | 21:16 | 25:13 | 27:04 | 41:57 | 05:48 | 04:17 |
 | Gleipnir | 2 | 3.51% | 43.5 | 100.00% | +50.91% | 0.00% | 0.00% | 0.00% | 45:34 | 40:19 | 40:19 | 50:48 | 50:48 | 50:48 | 10:29 | 07:45 |
 | Javelin | 2 | 3.51% | 41.3 | 100.00% | +50.91% | 0.00% | 0.00% | 0.00% | 45:21 | 40:06 | 40:06 | 50:35 | 50:35 | 50:35 | 10:29 | 07:45 |
 | Maelstrom | 2 | 3.51% | 39.1 | 100.00% | +50.91% | 0.00% | 0.00% | 0.00% | 45:21 | 40:06 | 40:06 | 50:35 | 50:35 | 50:35 | 10:29 | 07:45 |
 | Lotus Orb | 7 | 12.28% | 37.0 | 57.14% | +7.14% | -7.14% | -7.14% | 0.00% | 35:25 | 23:34 | 23:50 | 39:16 | 39:32 | 47:41 | 15:42 | 11:37 |
 | Phase Boots | 8 | 14.04% | 34.8 | 50.00% | -1.02% | -50.00% | 0.00% | 4.23% | 16:16 | 08:50 | 10:07 | 11:37 | 21:56 | 27:02 | 11:49 | 08:45 |
 | Chainmail | 8 | 14.04% | 32.6 | 50.00% | -1.02% | 0.00% | 0.00% | 0.00% | 15:16 | 07:45 | 08:13 | 10:13 | 21:21 | 26:29 | 13:08 | 09:43 |
 | Bottle | 5 | 8.77% | 30.4 | 60.00% | +10.00% | +40.00% | -60.00% | 0.00% | 01:16 | 00:12 | 00:12 | 01:23 | 01:38 | 01:43 | 01:26 | 01:03 |
 | Abyssal Blade | 3 | 5.26% | 28.3 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 60:21 | 47:44 | 47:44 | 1:04:57 | 1:08:23 | 1:08:23 | 20:39 | 15:17 |
 | Aether Lens | 3 | 5.26% | 26.1 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 47:25 | 27:33 | 27:33 | 52:52 | 1:01:51 | 1:01:51 | 34:18 | 25:24 |
 | Crimson Guard | 4 | 7.02% | 23.9 | 50.00% | -0.94% | -50.00% | +50.00% | 0.00% | 22:31 | 19:04 | 19:04 | 19:43 | 21:58 | 29:20 | 02:54 | 02:08 |
 | Octarine Core | 1 | 1.75% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:51 | 1:01:51 | 1:01:51 | 1:01:51 | 1:01:51 | 1:01:51 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.75% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:43 | 55:43 | 55:43 | 55:43 | 55:43 | 55:43 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 1.75% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:39 | 35:39 | 35:39 | 35:39 | 35:39 | 35:39 | 00:00 | 00:00 |
 | Helm of Iron Will | 5 | 8.77% | 15.2 | 40.00% | -11.92% | +60.00% | -40.00% | 0.00% | 22:52 | 18:23 | 18:23 | 19:05 | 28:37 | 29:54 | 10:14 | 07:34 |
 | Hood of Defiance | 6 | 10.53% | 13.0 | 33.33% | -19.61% | +16.67% | -33.33% | 0.00% | 12:35 | 05:14 | 09:58 | 10:06 | 15:25 | 20:56 | 05:27 | 04:02 |
 | Force Staff | 3 | 5.26% | 10.9 | 33.33% | -18.52% | -33.33% | 0.00% | 0.00% | 35:40 | 22:56 | 22:56 | 41:18 | 42:47 | 42:47 | 19:51 | 14:42 |
 | Fluffy Hat | 3 | 5.26% | 8.7 | 33.33% | -18.52% | -33.33% | 0.00% | 0.00% | 34:01 | 17:59 | 17:59 | 41:18 | 42:46 | 42:46 | 24:47 | 18:21 |
 | Pipe of Insight | 5 | 8.77% | 6.5 | 20.00% | -33.85% | +80.00% | -20.00% | 0.00% | 18:39 | 12:54 | 12:54 | 17:49 | 20:42 | 27:03 | 07:48 | 05:46 |
 | Headdress | 5 | 8.77% | 4.3 | 20.00% | -33.85% | -20.00% | -20.00% | 0.00% | 17:14 | 12:21 | 12:21 | 17:26 | 20:42 | 23:21 | 08:21 | 06:11 |
 | Wind Lace | 1 | 1.75% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:49 | 25:49 | 25:49 | 25:49 | 25:49 | 25:49 | 00:00 | 00:00 |