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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 | |
 | Aghanim's Shard | 25 | 34.72% | 100.0 | 64.00% | +29.96% | +19.33% | -14.00% | -1.74% | 33:42 | 15:20 | 20:50 | 32:30 | 40:01 | 58:53 | 19:11 | 14:12 |
 | Aether Lens | 7 | 9.72% | 97.0 | 85.71% | +45.71% | +14.29% | -35.71% | 0.00% | 43:14 | 24:24 | 30:08 | 42:37 | 46:18 | 1:04:58 | 16:10 | 11:58 |
 | Refresher Orb | 14 | 19.44% | 93.9 | 71.43% | +33.50% | +28.57% | -38.10% | -9.28% | 46:45 | 32:16 | 44:44 | 47:37 | 51:55 | 53:46 | 07:11 | 05:19 |
 | Black King Bar | 50 | 69.44% | 90.9 | 54.00% | +31.27% | +15.23% | -4.00% | -3.46% | 26:11 | 18:05 | 23:01 | 25:56 | 28:34 | 43:16 | 05:33 | 04:06 |
 | Magic Wand | 42 | 58.33% | 87.9 | 52.38% | +19.05% | -6.93% | +7.62% | 4.24% | 04:55 | 01:16 | 02:50 | 03:48 | 06:16 | 14:29 | 03:26 | 02:32 |
 | Octarine Core | 6 | 8.33% | 84.8 | 83.33% | +42.42% | +16.67% | +16.67% | 0.00% | 44:43 | 26:22 | 30:08 | 37:14 | 1:03:20 | 1:04:58 | 33:12 | 24:35 |
 | Aghanim's Scepter | 14 | 19.44% | 81.8 | 64.29% | +24.63% | -14.29% | +35.71% | 5.37% | 32:32 | 24:20 | 25:22 | 27:31 | 34:41 | 52:26 | 09:19 | 06:54 |
 | Shiva's Guard | 8 | 11.11% | 78.8 | 75.00% | +34.37% | +25.00% | +25.00% | 0.00% | 34:05 | 26:25 | 29:33 | 31:41 | 36:36 | 46:42 | 07:03 | 05:13 |
 | Void Stone | 34 | 47.22% | 75.8 | 52.94% | +16.10% | -19.61% | +9.56% | 3.24% | 33:13 | 11:06 | 29:54 | 34:19 | 38:54 | 51:41 | 09:00 | 06:40 |
 | Ring of Health | 19 | 26.39% | 72.7 | 57.89% | +18.27% | -17.89% | +22.11% | 2.80% | 41:10 | 25:43 | 33:07 | 39:51 | 47:23 | 53:30 | 14:16 | 10:34 |
 | Boots of Speed | 72 | 100.00% | 69.7 | 44.44% | +44.44% | +5.56% | +5.56% | 0.00% | 05:53 | 02:39 | 05:06 | 05:46 | 06:43 | 10:35 | 01:37 | 01:11 |
 | Magic Stick | 54 | 75.00% | 66.7 | 46.30% | +7.41% | -3.44% | +22.93% | 12.27% | 02:33 | -01:29 | 01:07 | 01:48 | 03:16 | 11:28 | 02:09 | 01:35 |
 | Null Talisman | 70 | 97.22% | 63.6 | 44.29% | -5.71% | +0.15% | -9.00% | -9.15% | 02:25 | 00:04 | 01:37 | 01:57 | 02:32 | 18:06 | 00:55 | 00:40 |
 | Spirit Vessel | 45 | 62.50% | 60.6 | 46.67% | +5.93% | +7.88% | -19.40% | -13.09% | 12:30 | 09:09 | 11:04 | 12:27 | 13:09 | 16:51 | 02:05 | 01:32 |
 | Urn of Shadows | 65 | 90.28% | 57.6 | 43.08% | -14.06% | +13.17% | -11.83% | -14.15% | 05:17 | 03:31 | 04:14 | 05:18 | 06:00 | 09:19 | 01:46 | 01:18 |
 | Ring of Protection | 66 | 91.67% | 54.5 | 42.42% | -24.25% | -1.24% | -4.92% | -2.32% | 03:58 | 01:42 | 03:08 | 03:44 | 04:43 | 08:09 | 01:35 | 01:10 |
 | Chainmail | 9 | 12.50% | 51.5 | 66.67% | +25.40% | +33.33% | -16.67% | 0.00% | 14:00 | 04:22 | 06:47 | 12:05 | 16:08 | 35:34 | 09:21 | 06:55 |
 | Hand of Midas | 56 | 77.78% | 48.5 | 42.86% | -7.14% | +7.14% | 0.00% | -1.30% | 16:14 | 09:20 | 13:12 | 17:19 | 18:42 | 22:43 | 05:30 | 04:04 |
 | Aeon Disk | 5 | 6.94% | 45.5 | 80.00% | +38.21% | -80.00% | +20.00% | 0.00% | 43:13 | 25:58 | 25:58 | 48:36 | 50:17 | 1:01:28 | 24:19 | 18:00 |
 | Wind Lace | 5 | 6.94% | 42.4 | 80.00% | +38.21% | +20.00% | +20.00% | 0.00% | 17:44 | 07:29 | 07:29 | 14:50 | 16:32 | 35:34 | 09:03 | 06:42 |
 | Scythe of Vyse | 17 | 23.61% | 39.4 | 52.94% | +11.12% | -2.94% | -27.94% | -3.14% | 37:35 | 27:01 | 33:52 | 35:33 | 41:50 | 45:12 | 07:58 | 05:54 |
 | Blink Dagger | 20 | 27.78% | 36.4 | 50.00% | +7.69% | -10.00% | +10.00% | 1.78% | 29:53 | 13:15 | 21:51 | 28:15 | 33:07 | 56:28 | 11:16 | 08:20 |
 | Aghanim's Blessing | 4 | 5.56% | 33.3 | 75.00% | +32.35% | +25.00% | -75.00% | 0.00% | 53:16 | 47:14 | 47:14 | 47:42 | 52:40 | 1:05:26 | 05:26 | 04:01 |
 | Solar Crest | 2 | 2.78% | 30.3 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 26:32 | 17:30 | 17:30 | 35:34 | 35:34 | 35:34 | 18:04 | 13:22 |
 | Medallion of Courage | 2 | 2.78% | 27.3 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 24:20 | 13:05 | 13:05 | 35:34 | 35:34 | 35:34 | 22:29 | 16:39 |
 | Crown | 2 | 2.78% | 24.2 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 25:07 | 14:40 | 14:40 | 35:34 | 35:34 | 35:34 | 20:54 | 15:28 |
 | Blight Stone | 2 | 2.78% | 21.2 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 24:20 | 13:05 | 13:05 | 35:34 | 35:34 | 35:34 | 22:29 | 16:39 |
 | Witch Blade | 6 | 8.33% | 18.2 | 50.00% | +6.06% | 0.00% | -50.00% | 0.00% | 14:19 | 10:01 | 12:27 | 12:30 | 16:27 | 21:40 | 04:00 | 02:57 |
 | Phase Boots | 1 | 1.39% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:45 | 04:45 | 04:45 | 04:45 | 04:45 | 04:45 | 00:00 | 00:00 |
 | Force Staff | 2 | 2.78% | 12.1 | 50.00% | +5.71% | -50.00% | 0.00% | 0.00% | 18:14 | 17:55 | 17:55 | 18:32 | 18:32 | 18:32 | 00:37 | 00:27 |
 | Fluffy Hat | 2 | 2.78% | 9.1 | 50.00% | +5.71% | -50.00% | 0.00% | 0.00% | 10:19 | 07:00 | 07:00 | 13:38 | 13:38 | 13:38 | 06:38 | 04:54 |
 | Orchid Malevolence | 5 | 6.94% | 6.1 | 20.00% | -26.27% | -20.00% | -20.00% | 0.00% | 17:35 | 15:40 | 15:40 | 18:11 | 18:11 | 18:21 | 02:31 | 01:51 |
 | Linken's Sphere | 7 | 9.72% | 3.0 | 0.00% | -49.23% | 0.00% | 0.00% | 0.00% | 36:13 | 27:13 | 32:03 | 37:47 | 39:07 | 44:14 | 07:04 | 05:14 |