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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 | 25 | 58.14% | 100.0 | 68.00% | +34.67% | +15.33% | -34.67% | -8.65% | 28:14 | 22:09 | 24:46 | 28:16 | 30:33 | 34:32 | 05:47 | 04:17 |
 | Quelling Blade | 38 | 88.37% | 97.4 | 55.26% | +15.26% | -5.26% | +0.30% | 0.00% | -01:24 | -01:29 | -01:29 | -01:29 | -01:29 | 01:45 | 00:00 | 00:00 |
 | Helm of Iron Will | 43 | 100.00% | 94.9 | 53.49% | +53.49% | +1.06% | +10.15% | 9.09% | 04:07 | 01:27 | 03:29 | 03:52 | 04:05 | 12:14 | 00:36 | 00:26 |
 | Buckler | 43 | 100.00% | 92.3 | 53.49% | +53.49% | +19.24% | +10.15% | -3.87% | 11:41 | 07:02 | 10:22 | 11:47 | 12:43 | 16:05 | 02:21 | 01:44 |
 | Ring of Protection | 43 | 100.00% | 89.7 | 53.49% | +53.49% | +1.06% | +10.15% | 2.83% | 08:57 | -01:29 | 08:53 | 10:44 | 12:06 | 14:13 | 03:13 | 02:22 |
 | Morbid Mask | 43 | 100.00% | 87.2 | 53.49% | +53.49% | +10.15% | +1.06% | -3.90% | 13:55 | 09:10 | 12:49 | 14:08 | 15:09 | 16:00 | 02:20 | 01:43 |
 | Boots of Speed | 43 | 100.00% | 84.6 | 53.49% | +53.49% | +10.15% | +1.06% | -3.43% | 11:50 | 02:03 | 09:40 | 10:43 | 12:19 | 24:32 | 02:39 | 01:57 |
 | Helm of the Dominator | 43 | 100.00% | 82.1 | 53.49% | +53.49% | +1.06% | -17.13% | -13.47% | 09:12 | 06:03 | 08:14 | 08:54 | 09:35 | 15:41 | 01:21 | 01:00 |
 | Ring of Basilius | 43 | 100.00% | 79.5 | 53.49% | +53.49% | -8.04% | -8.04% | 0.00% | 09:28 | 00:21 | 08:25 | 10:10 | 11:21 | 14:20 | 02:56 | 02:10 |
 | Crown | 43 | 100.00% | 76.9 | 53.49% | +53.49% | +10.15% | -8.04% | -13.82% | 05:59 | 02:42 | 04:55 | 05:32 | 06:14 | 12:57 | 01:19 | 00:58 |
 | Vladmir's Offering | 43 | 100.00% | 74.4 | 53.49% | +53.49% | +1.06% | -8.04% | -3.33% | 15:20 | 10:32 | 13:58 | 15:23 | 16:42 | 17:58 | 02:44 | 02:01 |
 | Helm of the Overlord | 41 | 95.35% | 71.8 | 53.66% | +3.66% | +26.34% | -23.66% | -22.90% | 17:53 | 14:56 | 16:39 | 17:57 | 18:50 | 21:44 | 02:11 | 01:37 |
 | Wind Lace | 26 | 60.47% | 69.2 | 57.69% | +10.63% | +28.02% | +25.64% | -0.58% | 20:25 | 08:51 | 17:47 | 19:13 | 21:55 | 37:07 | 04:08 | 03:03 |
 | Blink Dagger | 33 | 76.74% | 66.7 | 51.52% | -8.48% | -1.52% | +10.98% | 1.41% | 27:49 | 20:08 | 22:23 | 27:43 | 31:15 | 40:30 | 08:52 | 06:34 |
 | Magic Stick | 24 | 55.81% | 64.1 | 54.17% | +1.54% | -20.84% | +12.50% | 11.30% | 03:36 | -01:29 | -01:29 | -01:29 | 04:26 | 32:24 | 05:55 | 04:22 |
 | Drum of Endurance | 13 | 30.23% | 61.5 | 61.54% | +11.54% | +38.46% | +5.13% | -7.72% | 23:53 | 19:43 | 20:41 | 22:25 | 25:00 | 31:35 | 04:19 | 03:11 |
 | Void Stone | 12 | 27.91% | 59.0 | 58.33% | +6.72% | -25.00% | -25.00% | 0.00% | 35:23 | 25:52 | 29:19 | 34:14 | 38:33 | 47:31 | 09:14 | 06:50 |
 | Aghanim's Shard | 25 | 58.14% | 56.4 | 48.00% | -13.11% | +35.33% | -14.67% | -5.35% | 25:15 | 18:34 | 20:56 | 23:19 | 30:17 | 36:44 | 09:21 | 06:55 |
 | Tranquil Boots | 6 | 13.95% | 53.8 | 66.67% | +15.32% | -16.67% | +33.33% | 0.00% | 30:25 | 23:56 | 29:18 | 30:38 | 33:19 | 33:51 | 04:01 | 02:58 |
 | Magic Wand | 20 | 46.51% | 51.3 | 45.00% | -15.87% | +15.00% | +15.00% | 0.00% | 11:50 | -01:29 | 03:38 | 10:48 | 16:46 | 32:24 | 13:08 | 09:43 |
 | Assault Cuirass | 4 | 9.30% | 48.7 | 75.00% | +23.72% | -75.00% | +25.00% | 0.00% | 39:12 | 35:38 | 35:38 | 37:38 | 38:30 | 45:00 | 02:52 | 02:07 |
 | Aether Lens | 7 | 16.28% | 46.2 | 57.14% | +4.36% | -7.14% | -7.14% | 0.00% | 33:32 | 25:56 | 29:41 | 31:22 | 34:14 | 45:56 | 04:33 | 03:22 |
 | Boots of Bearing | 3 | 6.98% | 43.6 | 66.67% | +14.17% | +33.33% | 0.00% | 0.00% | 32:05 | 30:38 | 30:38 | 31:46 | 33:51 | 33:51 | 03:13 | 02:22 |
 | Force Staff | 3 | 6.98% | 41.0 | 66.67% | +14.17% | +33.33% | 0.00% | 0.00% | 33:27 | 27:52 | 27:52 | 35:00 | 37:28 | 37:28 | 09:36 | 07:06 |
 | Refresher Orb | 3 | 6.98% | 38.5 | 66.67% | +14.17% | -66.67% | 0.00% | 0.00% | 45:27 | 41:23 | 41:23 | 44:31 | 50:28 | 50:28 | 09:05 | 06:43 |
 | Ring of Health | 4 | 9.30% | 35.9 | 50.00% | -3.85% | -50.00% | +50.00% | 0.00% | 37:52 | 25:39 | 25:39 | 36:56 | 41:23 | 47:31 | 15:44 | 11:39 |
 | Fluffy Hat | 4 | 9.30% | 33.3 | 50.00% | -3.85% | +50.00% | -50.00% | 0.00% | 33:12 | 27:52 | 27:52 | 32:26 | 35:00 | 37:28 | 07:08 | 05:17 |
 | Octarine Core | 4 | 9.30% | 30.8 | 50.00% | -3.85% | -50.00% | +50.00% | 0.00% | 38:33 | 33:48 | 33:48 | 35:38 | 37:23 | 47:24 | 03:35 | 02:39 |
 | Sange | 4 | 9.30% | 28.2 | 50.00% | -3.85% | +50.00% | -50.00% | 0.00% | 30:51 | 20:21 | 20:21 | 30:08 | 36:22 | 36:34 | 16:01 | 11:51 |
 | Eul's Scepter of Divinity | 1 | 2.33% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:46 | 54:46 | 54:46 | 54:46 | 54:46 | 54:46 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.33% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:30 | 54:30 | 54:30 | 54:30 | 54:30 | 54:30 | 00:00 | 00:00 |
 | Wraith Band | 1 | 2.33% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:53 | 26:53 | 26:53 | 26:53 | 26:53 | 26:53 | 00:00 | 00:00 |
 | Arcane Boots | 6 | 13.95% | 17.9 | 33.33% | -23.43% | -33.33% | -33.33% | 0.00% | 30:33 | 22:56 | 23:15 | 28:32 | 34:35 | 44:15 | 11:20 | 08:23 |
 | Scythe of Vyse | 2 | 4.65% | 15.4 | 50.00% | -3.66% | +50.00% | 0.00% | 0.00% | 43:39 | 42:26 | 42:26 | 44:52 | 44:52 | 44:52 | 02:26 | 01:48 |
 | Ghost Scepter | 2 | 4.65% | 12.8 | 50.00% | -3.66% | +50.00% | 0.00% | 0.00% | 34:51 | 32:49 | 32:49 | 36:53 | 36:53 | 36:53 | 04:04 | 03:00 |
 | Wraith Pact | 2 | 4.65% | 10.3 | 50.00% | -3.66% | +50.00% | 0.00% | 0.00% | 18:15 | 17:14 | 17:14 | 19:16 | 19:16 | 19:16 | 02:02 | 01:30 |
 | Heaven's Halberd | 3 | 6.98% | 7.7 | 33.33% | -21.67% | +66.67% | 0.00% | 0.00% | 31:53 | 21:40 | 21:40 | 36:44 | 37:14 | 37:14 | 15:34 | 11:31 |
 | Lotus Orb | 1 | 2.33% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:23 | 26:23 | 26:23 | 26:23 | 26:23 | 26:23 | 00:00 | 00:00 |
 | Blight Stone | 1 | 2.33% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:45 | 37:45 | 37:45 | 37:45 | 37:45 | 37:45 | 00:00 | 00:00 |