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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 | |
 | Spirit Vessel | 14 | 15.05% | 100.0 | 78.57% | +34.27% | -3.57% | -11.90% | -2.30% | 14:07 | 10:45 | 12:29 | 13:05 | 16:06 | 18:52 | 03:37 | 02:40 |
 | Urn of Shadows | 22 | 23.66% | 98.2 | 68.18% | +24.52% | -1.51% | -8.18% | -1.06% | 06:09 | 02:09 | 03:14 | 04:03 | 09:30 | 14:52 | 06:16 | 04:38 |
 | Magic Wand | 69 | 74.19% | 96.4 | 56.52% | +27.35% | -3.58% | -15.34% | -2.04% | 06:43 | -01:29 | 03:44 | 05:42 | 09:30 | 19:38 | 05:46 | 04:16 |
 | Void Stone | 56 | 60.22% | 94.5 | 57.14% | +19.30% | 0.00% | 0.00% | 0.00% | 23:52 | 10:12 | 18:44 | 22:24 | 28:33 | 45:25 | 09:49 | 07:16 |
 | Magic Stick | 84 | 90.32% | 92.7 | 52.38% | +30.16% | +9.52% | -9.52% | -11.20% | 02:06 | -01:30 | -01:29 | 01:51 | 03:11 | 13:54 | 04:40 | 03:27 |
 | Eul's Scepter of Divinity | 30 | 32.26% | 90.9 | 60.00% | +15.56% | +2.50% | +11.43% | 1.21% | 25:30 | 16:20 | 21:50 | 24:48 | 29:12 | 41:52 | 07:22 | 05:27 |
 | Wind Lace | 41 | 44.09% | 89.1 | 56.10% | +11.87% | +3.90% | -6.10% | -0.90% | 22:51 | 03:27 | 16:28 | 21:56 | 27:38 | 52:20 | 11:10 | 08:16 |
 | Arcane Boots | 65 | 69.89% | 87.3 | 52.31% | +9.45% | -2.31% | -2.31% | 0.00% | 10:56 | 05:11 | 07:50 | 08:56 | 10:50 | 37:35 | 03:00 | 02:13 |
 | Quelling Blade | 72 | 77.42% | 85.5 | 51.39% | +8.53% | +4.17% | -1.39% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:16 | 00:00 | 00:00 |
 | Blink Dagger | 87 | 93.55% | 83.6 | 49.43% | -0.57% | -3.98% | +5.12% | 1.83% | 18:31 | 12:17 | 14:49 | 17:38 | 19:47 | 38:57 | 04:58 | 03:40 |
 | Boots of Speed | 92 | 98.92% | 81.8 | 48.91% | -51.09% | -9.78% | +3.26% | 4.35% | 06:12 | -01:29 | 04:31 | 05:57 | 07:31 | 13:26 | 03:00 | 02:13 |
 | Aghanim's Shard | 83 | 89.25% | 80.0 | 49.40% | -0.60% | +2.98% | -1.78% | -0.82% | 22:10 | 15:07 | 18:30 | 21:38 | 24:19 | 42:05 | 05:49 | 04:18 |
 | Ring of Health | 39 | 41.94% | 78.2 | 53.85% | +7.55% | +16.15% | -23.85% | -1.57% | 17:43 | 01:46 | 03:09 | 13:31 | 28:39 | 52:28 | 25:30 | 18:53 |
 | Ring of Protection | 31 | 33.33% | 76.4 | 54.84% | +8.07% | +7.66% | -17.34% | -4.78% | 03:38 | -01:29 | -01:29 | 01:46 | 06:43 | 28:26 | 08:12 | 06:04 |
 | Diffusal Blade | 30 | 32.26% | 74.5 | 53.33% | +5.71% | -3.33% | +18.10% | 8.93% | 14:48 | 09:51 | 12:32 | 14:26 | 14:56 | 29:02 | 02:24 | 01:46 |
 | Orb of Corrosion | 37 | 39.78% | 72.7 | 48.65% | -1.35% | -26.43% | +18.02% | 25.89% | 06:05 | 02:42 | 04:52 | 05:50 | 06:35 | 13:42 | 01:43 | 01:16 |
 | Orb of Venom | 45 | 48.39% | 70.9 | 46.67% | -5.41% | +7.88% | +7.88% | 0.00% | 03:32 | -01:29 | 01:43 | 03:30 | 05:15 | 12:39 | 03:32 | 02:37 |
 | Linken's Sphere | 13 | 13.98% | 69.1 | 61.54% | +14.04% | +5.13% | +5.13% | 0.00% | 26:15 | 16:19 | 19:23 | 26:12 | 31:12 | 39:08 | 11:49 | 08:45 |
 | Skull Basher | 35 | 37.63% | 67.3 | 48.57% | -1.43% | -4.13% | -15.24% | -0.97% | 34:22 | 23:01 | 28:33 | 34:00 | 39:58 | 49:17 | 11:25 | 08:27 |
 | Lotus Orb | 9 | 9.68% | 65.5 | 66.67% | +19.05% | +33.33% | +33.33% | 0.00% | 25:12 | 18:35 | 21:50 | 23:23 | 27:31 | 35:02 | 05:41 | 04:12 |
 | Bracer | 9 | 9.68% | 63.6 | 66.67% | +19.05% | -16.67% | +33.33% | 0.00% | 03:51 | -01:29 | -01:29 | 02:13 | 02:59 | 24:06 | 04:28 | 03:18 |
 | Aeon Disk | 16 | 17.20% | 61.8 | 56.25% | +8.20% | +18.75% | -31.25% | -10.45% | 34:42 | 26:09 | 30:47 | 33:38 | 35:34 | 53:18 | 04:47 | 03:32 |
 | Refresher Orb | 7 | 7.53% | 60.0 | 71.43% | +23.76% | +28.57% | +28.57% | 0.00% | 39:31 | 36:06 | 36:39 | 38:40 | 39:54 | 47:56 | 03:15 | 02:24 |
 | Fluffy Hat | 41 | 44.09% | 58.2 | 43.90% | -9.95% | -13.90% | +26.10% | 17.02% | 04:29 | -01:29 | 03:09 | 04:49 | 05:30 | 12:39 | 02:21 | 01:44 |
 | Blight Stone | 43 | 46.24% | 56.4 | 41.86% | -14.14% | -14.59% | +21.78% | 13.23% | 04:09 | 01:30 | 02:41 | 03:46 | 05:26 | 11:59 | 02:45 | 02:02 |
 | Vanguard | 16 | 17.20% | 54.5 | 50.00% | +0.65% | +25.00% | -25.00% | -3.11% | 17:27 | 04:52 | 05:22 | 07:03 | 21:28 | 52:28 | 16:06 | 11:55 |
 | Bottle | 25 | 26.88% | 52.7 | 44.00% | -7.47% | -10.67% | +6.00% | 16.67% | 01:32 | 00:38 | 01:07 | 01:19 | 01:36 | 06:26 | 00:29 | 00:21 |
 | Aghanim's Scepter | 17 | 18.28% | 50.9 | 41.18% | -10.14% | +33.82% | +8.82% | -2.93% | 30:00 | 20:02 | 25:32 | 30:18 | 34:04 | 41:00 | 08:32 | 06:19 |
 | Aether Lens | 5 | 5.38% | 49.1 | 60.00% | +11.14% | +40.00% | -60.00% | 0.00% | 40:34 | 33:03 | 33:03 | 41:19 | 41:41 | 50:02 | 08:38 | 06:23 |
 | Black King Bar | 6 | 6.45% | 47.3 | 50.00% | +0.57% | 0.00% | -50.00% | 0.00% | 36:52 | 25:10 | 28:11 | 29:59 | 50:35 | 53:02 | 22:24 | 16:35 |
 | Power Treads | 4 | 4.30% | 45.5 | 50.00% | +0.56% | +50.00% | +50.00% | 0.00% | 08:57 | 07:45 | 07:45 | 08:30 | 09:31 | 10:03 | 01:46 | 01:18 |
 | Octarine Core | 4 | 4.30% | 43.6 | 50.00% | +0.56% | +50.00% | -50.00% | 0.00% | 41:47 | 33:03 | 33:03 | 41:41 | 42:12 | 50:13 | 09:09 | 06:46 |
 | Scythe of Vyse | 1 | 1.08% | 41.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:34 | 46:34 | 46:34 | 46:34 | 46:34 | 46:34 | 00:00 | 00:00 |
 | Overwhelming Blink | 5 | 5.38% | 40.0 | 40.00% | -10.00% | -40.00% | -40.00% | 0.00% | 50:52 | 36:09 | 36:09 | 53:13 | 55:59 | 1:02:16 | 19:50 | 14:41 |
 | Javelin | 9 | 9.68% | 38.2 | 22.22% | -30.16% | +27.78% | -22.22% | 0.00% | 17:34 | 03:35 | 07:27 | 12:55 | 16:29 | 45:32 | 09:02 | 06:41 |
 | Hood of Defiance | 2 | 2.15% | 36.4 | 50.00% | +0.55% | +50.00% | 0.00% | 0.00% | 10:05 | 09:03 | 09:03 | 11:06 | 11:06 | 11:06 | 02:03 | 01:31 |
 | Buckler | 3 | 3.23% | 34.5 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 20:18 | 10:23 | 10:23 | 22:06 | 28:26 | 28:26 | 18:03 | 13:22 |
 | Vladmir's Offering | 3 | 3.23% | 32.7 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 22:38 | 17:05 | 17:05 | 22:06 | 28:42 | 28:42 | 11:37 | 08:36 |
 | Morbid Mask | 3 | 3.23% | 30.9 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 22:22 | 16:33 | 16:33 | 22:06 | 28:27 | 28:27 | 11:54 | 08:48 |
 | Heaven's Halberd | 3 | 3.23% | 29.1 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 30:04 | 29:33 | 29:33 | 30:06 | 30:34 | 30:34 | 01:01 | 00:45 |
 | Ring of Basilius | 3 | 3.23% | 27.3 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 20:19 | 10:23 | 10:23 | 22:06 | 28:27 | 28:27 | 18:04 | 13:22 |
 | Wraith Pact | 3 | 3.23% | 25.5 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 27:06 | 23:58 | 23:58 | 25:43 | 31:37 | 31:37 | 07:39 | 05:40 |
 | Sange | 3 | 3.23% | 23.6 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 28:03 | 25:42 | 25:42 | 27:58 | 30:29 | 30:29 | 04:47 | 03:32 |
 | Tranquil Boots | 4 | 4.30% | 21.8 | 25.00% | -25.56% | -25.00% | -25.00% | 0.00% | 19:28 | 06:26 | 06:26 | 09:00 | 10:04 | 52:20 | 03:38 | 02:41 |
 | Maelstrom | 7 | 7.53% | 20.0 | 14.29% | -38.04% | -14.29% | -14.29% | 0.00% | 19:34 | 11:33 | 14:51 | 16:12 | 16:40 | 45:32 | 01:49 | 01:20 |
 | Falcon Blade | 1 | 1.08% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:53 | 04:53 | 04:53 | 04:53 | 04:53 | 04:53 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 1.08% | 16.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:51 | 1:07:51 | 1:07:51 | 1:07:51 | 1:07:51 | 1:07:51 | 00:00 | 00:00 |
 | Aghanim's Blessing | 2 | 2.15% | 14.5 | 0.00% | -50.55% | 0.00% | 0.00% | 0.00% | 54:21 | 51:55 | 51:55 | 56:47 | 56:47 | 56:47 | 04:52 | 03:36 |
 | Crown | 1 | 1.08% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:39 | 57:39 | 57:39 | 57:39 | 57:39 | 57:39 | 00:00 | 00:00 |
 | Abyssal Blade | 5 | 5.38% | 10.9 | 0.00% | -52.27% | 0.00% | 0.00% | 0.00% | 47:19 | 38:19 | 38:19 | 47:45 | 50:56 | 52:35 | 12:37 | 09:20 |
 | Rod of Atos | 1 | 1.08% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:40 | 57:40 | 57:40 | 57:40 | 57:40 | 57:40 | 00:00 | 00:00 |
 | Soul Ring | 3 | 3.23% | 7.3 | 0.00% | -51.11% | 0.00% | 0.00% | 0.00% | 09:26 | 08:08 | 08:08 | 09:54 | 10:17 | 10:17 | 02:09 | 01:35 |
 | Shiva's Guard | 1 | 1.08% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:10 | 37:10 | 37:10 | 37:10 | 37:10 | 37:10 | 00:00 | 00:00 |
 | Wraith Band | 2 | 2.15% | 3.6 | 0.00% | -50.55% | 0.00% | 0.00% | 0.00% | 03:25 | -01:29 | -01:29 | 08:19 | 08:19 | 08:19 | 09:48 | 07:15 |
 | Gleipnir | 1 | 1.08% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:50 | 57:50 | 57:50 | 57:50 | 57:50 | 57:50 | 00:00 | 00:00 |