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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 | |
 | Scythe of Vyse | 22 | 30.99% | 100.0 | 77.27% | +30.33% | -27.27% | -17.27% | 2.31% | 33:00 | 23:51 | 29:37 | 31:48 | 33:57 | 57:04 | 04:20 | 03:12 |
 | Void Stone | 39 | 54.93% | 98.4 | 66.67% | +22.92% | -6.67% | -6.67% | 0.00% | 26:41 | 10:50 | 21:23 | 27:06 | 30:27 | 44:04 | 09:04 | 06:42 |
 | Assault Cuirass | 5 | 7.04% | 96.8 | 100.00% | +46.97% | 0.00% | 0.00% | 0.00% | 32:45 | 23:18 | 23:18 | 32:59 | 37:18 | 45:12 | 14:00 | 10:22 |
 | Ring of Health | 50 | 70.42% | 95.2 | 62.00% | +19.14% | +14.92% | -20.33% | -4.47% | 16:36 | 07:35 | 12:00 | 17:08 | 19:53 | 33:51 | 07:53 | 05:50 |
 | Hood of Defiance | 45 | 63.38% | 93.5 | 62.22% | +16.07% | +10.51% | -34.95% | -6.28% | 15:59 | 07:48 | 12:04 | 16:11 | 19:18 | 24:00 | 07:14 | 05:21 |
 | Pipe of Insight | 45 | 63.38% | 91.9 | 62.22% | +16.07% | +19.60% | -25.86% | -5.53% | 20:16 | 13:18 | 15:19 | 20:52 | 23:32 | 30:59 | 08:13 | 06:05 |
 | Aghanim's Scepter | 15 | 21.13% | 90.3 | 73.33% | +21.54% | +1.67% | -23.33% | -2.63% | 30:05 | 15:40 | 24:21 | 28:24 | 33:52 | 45:34 | 09:31 | 07:02 |
 | Buckler | 66 | 92.96% | 88.7 | 57.58% | +17.58% | +18.89% | +4.92% | -2.14% | 16:51 | 11:41 | 13:18 | 15:30 | 19:50 | 38:45 | 06:32 | 04:50 |
 | Arcane Boots | 71 | 100.00% | 87.1 | 56.34% | +56.34% | +15.88% | -11.90% | -21.93% | 06:55 | 04:35 | 06:15 | 06:47 | 07:31 | 10:02 | 01:16 | 00:56 |
 | Ring of Protection | 71 | 100.00% | 85.5 | 56.34% | +56.34% | +4.77% | +10.33% | 2.63% | 08:07 | 01:11 | 07:05 | 08:03 | 09:12 | 18:26 | 02:07 | 01:34 |
 | Boots of Speed | 71 | 100.00% | 83.9 | 56.34% | +56.34% | +10.33% | -0.78% | -8.33% | 04:04 | -01:29 | 03:25 | 04:14 | 04:45 | 06:50 | 01:20 | 00:59 |
 | Headdress | 69 | 97.18% | 82.3 | 56.52% | +6.52% | +8.19% | +19.95% | 4.15% | 11:25 | 05:01 | 09:45 | 11:08 | 12:35 | 21:56 | 02:50 | 02:05 |
 | Mekansm | 65 | 91.55% | 80.6 | 56.92% | +6.92% | -0.67% | +24.33% | 8.57% | 14:04 | 09:41 | 12:07 | 12:54 | 15:02 | 23:17 | 02:55 | 02:09 |
 | Chainmail | 65 | 91.55% | 79.0 | 56.92% | +6.92% | +5.58% | +24.33% | 4.67% | 12:53 | 07:19 | 10:33 | 12:01 | 14:34 | 23:16 | 04:01 | 02:58 |
 | Guardian Greaves | 63 | 88.73% | 77.4 | 57.14% | +7.14% | -0.89% | +11.61% | 3.00% | 18:27 | 13:09 | 15:42 | 17:24 | 19:52 | 39:38 | 04:10 | 03:05 |
 | Soul Ring | 66 | 92.96% | 75.8 | 56.06% | -3.94% | -3.12% | +0.19% | 2.28% | 09:04 | 06:00 | 08:14 | 09:00 | 09:41 | 13:32 | 01:27 | 01:04 |
 | Wraith Band | 63 | 88.73% | 74.2 | 55.56% | -6.94% | +6.94% | +0.69% | -6.25% | 00:34 | -01:30 | -01:29 | 01:24 | 01:54 | 04:10 | 03:23 | 02:30 |
 | Wind Lace | 24 | 33.80% | 72.6 | 62.50% | +9.31% | +4.17% | +4.17% | 0.00% | 06:31 | 00:14 | 01:57 | 03:42 | 05:41 | 32:48 | 03:44 | 02:45 |
 | Magic Wand | 30 | 42.25% | 71.0 | 56.67% | +0.57% | +18.33% | -13.81% | -4.87% | 05:54 | -01:29 | 02:35 | 06:08 | 09:11 | 15:34 | 06:36 | 04:53 |
 | Aeon Disk | 6 | 8.45% | 69.4 | 83.33% | +29.48% | +16.67% | -83.33% | 0.00% | 40:30 | 28:28 | 33:19 | 39:06 | 49:42 | 50:48 | 16:23 | 12:08 |
 | Blight Stone | 12 | 16.90% | 67.7 | 66.67% | +12.43% | +33.33% | -33.34% | -58.83% | 07:39 | 01:34 | 02:06 | 02:33 | 03:14 | 55:32 | 01:08 | 00:50 |
 | Quelling Blade | 43 | 60.56% | 66.1 | 48.84% | -19.02% | +14.80% | -3.39% | -18.19% | -01:04 | -01:30 | -01:29 | -01:29 | -01:28 | 01:34 | 00:01 | 00:00 |
 | Magic Stick | 30 | 42.25% | 64.5 | 50.00% | -10.98% | +12.50% | -7.14% | -19.64% | 01:38 | -01:30 | -01:29 | 01:29 | 02:19 | 15:34 | 03:48 | 02:48 |
 | Aether Lens | 7 | 9.86% | 62.9 | 71.43% | +16.74% | -21.43% | +28.57% | 5.48% | 33:25 | 21:35 | 28:05 | 35:33 | 37:12 | 41:52 | 09:07 | 06:45 |
 | Orb of Venom | 19 | 26.76% | 61.3 | 52.63% | -5.06% | +7.37% | -12.63% | -20.00% | 02:18 | 01:00 | 01:49 | 02:01 | 02:46 | 04:38 | 00:57 | 00:42 |
 | Orb of Corrosion | 10 | 14.08% | 59.7 | 60.00% | +4.26% | +40.00% | -10.00% | -50.00% | 05:04 | 03:35 | 04:05 | 04:23 | 04:49 | 10:51 | 00:44 | 00:32 |
 | Fluffy Hat | 13 | 18.31% | 58.1 | 53.85% | -3.05% | +46.15% | -53.85% | -63.16% | 06:18 | 01:58 | 02:23 | 03:45 | 03:58 | 20:38 | 01:35 | 01:10 |
 | Mage Slayer | 2 | 2.82% | 56.5 | 100.00% | +44.93% | 0.00% | 0.00% | 0.00% | 32:34 | 27:13 | 27:13 | 37:55 | 37:55 | 37:55 | 10:42 | 07:55 |
 | Crown | 2 | 2.82% | 54.8 | 100.00% | +44.93% | 0.00% | 0.00% | 0.00% | 29:49 | 26:49 | 26:49 | 32:48 | 32:48 | 32:48 | 05:59 | 04:25 |
 | Solar Crest | 2 | 2.82% | 53.2 | 100.00% | +44.93% | 0.00% | 0.00% | 0.00% | 30:51 | 28:54 | 28:54 | 32:48 | 32:48 | 32:48 | 03:54 | 02:53 |
 | Medallion of Courage | 2 | 2.82% | 51.6 | 100.00% | +44.93% | 0.00% | 0.00% | 0.00% | 28:55 | 25:02 | 25:02 | 32:47 | 32:47 | 32:47 | 07:45 | 05:44 |
 | Vladmir's Offering | 10 | 14.08% | 50.0 | 50.00% | -7.38% | +16.67% | 0.00% | -2.64% | 26:28 | 19:36 | 21:58 | 25:32 | 28:17 | 35:57 | 06:19 | 04:40 |
 | Morbid Mask | 10 | 14.08% | 48.4 | 50.00% | -7.38% | +50.00% | 0.00% | -8.31% | 25:53 | 17:47 | 21:25 | 25:19 | 27:26 | 35:57 | 06:01 | 04:27 |
 | Lotus Orb | 10 | 14.08% | 46.8 | 50.00% | -7.38% | +16.67% | 0.00% | -2.28% | 29:18 | 22:52 | 24:51 | 28:08 | 32:09 | 35:54 | 07:18 | 05:24 |
 | Ring of Basilius | 10 | 14.08% | 45.2 | 50.00% | -7.38% | +50.00% | 0.00% | -7.35% | 24:55 | 15:24 | 20:38 | 21:37 | 27:26 | 35:56 | 06:48 | 05:02 |
 | Wraith Pact | 7 | 9.86% | 43.5 | 57.14% | +0.89% | +42.86% | -7.14% | -7.08% | 30:13 | 21:40 | 23:28 | 30:19 | 30:32 | 40:21 | 07:04 | 05:14 |
 | Black King Bar | 7 | 9.86% | 41.9 | 57.14% | +0.89% | -7.14% | -7.14% | 0.00% | 36:48 | 23:35 | 24:09 | 33:49 | 39:28 | 1:02:17 | 15:19 | 11:20 |
 | Octarine Core | 5 | 7.04% | 40.3 | 60.00% | +3.94% | -60.00% | +40.00% | 0.00% | 39:02 | 24:21 | 24:21 | 41:52 | 42:38 | 45:00 | 18:17 | 13:32 |
 | Falcon Blade | 1 | 1.41% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:07 | 04:07 | 04:07 | 04:07 | 04:07 | 04:07 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.41% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.41% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:02 | 06:02 | 06:02 | 06:02 | 06:02 | 06:02 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 1.41% | 33.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:36 | 15:36 | 15:36 | 15:36 | 15:36 | 15:36 | 00:00 | 00:00 |
 | Radiance | 1 | 1.41% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:58 | 36:58 | 36:58 | 36:58 | 36:58 | 36:58 | 00:00 | 00:00 |
 | Bottle | 1 | 1.41% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:05 | 32:05 | 32:05 | 32:05 | 32:05 | 32:05 | 00:00 | 00:00 |
 | Desolator | 1 | 1.41% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:32 | 55:32 | 55:32 | 55:32 | 55:32 | 55:32 | 00:00 | 00:00 |
 | Sange | 5 | 7.04% | 27.4 | 40.00% | -17.58% | -40.00% | -40.00% | 0.00% | 24:45 | 18:31 | 18:31 | 23:58 | 25:23 | 36:18 | 06:52 | 05:05 |
 | Heaven's Halberd | 2 | 2.82% | 25.8 | 50.00% | -6.52% | -50.00% | 0.00% | 0.00% | 22:31 | 21:40 | 21:40 | 23:22 | 23:22 | 23:22 | 01:42 | 01:15 |
 | Aghanim's Shard | 2 | 2.82% | 24.2 | 50.00% | -6.52% | +50.00% | 0.00% | 0.00% | 32:30 | 32:27 | 32:27 | 32:33 | 32:33 | 32:33 | 00:06 | 00:04 |
 | Aghanim's Blessing | 2 | 2.82% | 22.6 | 50.00% | -6.52% | +50.00% | 0.00% | 0.00% | 57:55 | 45:34 | 45:34 | 1:10:16 | 1:10:16 | 1:10:16 | 24:42 | 18:17 |
 | Linken's Sphere | 2 | 2.82% | 21.0 | 50.00% | -6.52% | +50.00% | 0.00% | 0.00% | 54:24 | 38:21 | 38:21 | 1:10:26 | 1:10:26 | 1:10:26 | 32:05 | 23:45 |
 | Ethereal Blade | 1 | 1.41% | 19.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.41% | 17.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 1.41% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:52 | 48:52 | 48:52 | 48:52 | 48:52 | 48:52 | 00:00 | 00:00 |
 | Force Staff | 2 | 2.82% | 14.5 | 0.00% | -57.97% | 0.00% | 0.00% | 0.00% | 24:30 | 23:30 | 23:30 | 25:29 | 25:29 | 25:29 | 01:59 | 01:28 |
 | Spirit Vessel | 1 | 1.41% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:53 | 17:53 | 17:53 | 17:53 | 17:53 | 17:53 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.41% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:38 | 10:38 | 10:38 | 10:38 | 10:38 | 10:38 | 00:00 | 00:00 |
 | Kaya | 1 | 1.41% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:03 | 30:03 | 30:03 | 30:03 | 30:03 | 30:03 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.41% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:31 | 24:31 | 24:31 | 24:31 | 24:31 | 24:31 | 00:00 | 00:00 |
 | Vanguard | 2 | 2.82% | 6.5 | 0.00% | -57.97% | 0.00% | 0.00% | 0.00% | 25:20 | 21:41 | 21:41 | 28:58 | 28:58 | 28:58 | 07:17 | 05:23 |
 | Helm of Iron Will | 2 | 2.82% | 4.8 | 0.00% | -57.97% | 0.00% | 0.00% | 0.00% | 28:20 | 23:13 | 23:13 | 33:27 | 33:27 | 33:27 | 10:14 | 07:34 |
 | Nullifier | 1 | 1.41% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:13 | 34:13 | 34:13 | 34:13 | 34:13 | 34:13 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.41% | 1.6 | 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 |