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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 | |
 | Linken's Sphere | 13 | 26.53% | 100.0 | 84.62% | +40.18% | +15.38% | -17.95% | -5.81% | 27:00 | 22:48 | 23:38 | 26:56 | 29:22 | 31:00 | 05:44 | 04:14 |
 | Aether Lens | 11 | 22.45% | 97.4 | 81.82% | +34.45% | +18.18% | -15.15% | -3.71% | 35:57 | 28:43 | 29:18 | 35:41 | 38:17 | 48:15 | 08:59 | 06:39 |
 | Void Stone | 28 | 57.14% | 94.9 | 67.86% | +29.76% | -10.72% | -25.00% | -1.85% | 28:03 | 16:41 | 23:04 | 26:30 | 30:47 | 44:45 | 07:43 | 05:42 |
 | Ring of Health | 15 | 30.61% | 92.3 | 73.33% | +26.27% | +26.67% | -48.33% | -12.86% | 28:09 | 19:03 | 23:25 | 25:55 | 29:15 | 45:35 | 05:50 | 04:19 |
 | Octarine Core | 10 | 20.41% | 89.7 | 80.00% | +31.28% | -13.33% | -30.00% | -2.36% | 37:13 | 30:14 | 32:36 | 35:20 | 39:40 | 48:15 | 07:04 | 05:14 |
 | Blink Dagger | 47 | 95.92% | 87.2 | 57.45% | +57.45% | -15.78% | -24.12% | -4.59% | 16:56 | 11:29 | 15:50 | 16:53 | 17:39 | 21:04 | 01:49 | 01:20 |
 | Kaya | 35 | 71.43% | 84.6 | 60.00% | +17.14% | +6.67% | +28.89% | 3.84% | 23:55 | 18:50 | 20:34 | 22:14 | 26:21 | 32:31 | 05:47 | 04:17 |
 | Bottle | 49 | 100.00% | 82.1 | 55.10% | +55.10% | +11.57% | +11.57% | 0.00% | 01:24 | 01:00 | 01:14 | 01:22 | 01:30 | 02:06 | 00:16 | 00:11 |
 | Boots of Speed | 49 | 100.00% | 79.5 | 55.10% | +55.10% | +11.57% | +11.57% | 0.00% | 05:34 | 03:19 | 04:43 | 05:23 | 06:06 | 12:05 | 01:23 | 01:01 |
 | Sange | 27 | 55.10% | 76.9 | 59.26% | +9.26% | -2.12% | +26.45% | 6.52% | 26:54 | 19:37 | 23:44 | 26:40 | 28:07 | 37:04 | 04:23 | 03:14 |
 | Aeon Disk | 21 | 42.86% | 74.4 | 61.90% | +11.90% | +18.10% | -21.90% | -3.91% | 31:28 | 21:44 | 24:56 | 30:10 | 35:10 | 51:37 | 10:14 | 07:34 |
 | Magic Wand | 40 | 81.63% | 71.8 | 55.00% | -0.56% | -15.00% | -15.00% | 0.00% | 05:26 | 03:35 | 04:19 | 05:08 | 06:27 | 08:27 | 02:08 | 01:34 |
 | Magic Stick | 40 | 81.63% | 69.2 | 55.00% | -0.56% | +5.00% | -5.00% | -3.03% | 03:44 | 01:45 | 02:14 | 02:24 | 05:32 | 08:03 | 03:18 | 02:26 |
 | Witch Blade | 47 | 95.92% | 66.7 | 53.19% | -46.81% | +13.48% | -28.19% | -33.79% | 12:46 | 08:40 | 11:49 | 12:29 | 13:03 | 19:56 | 01:14 | 00:54 |
 | Chainmail | 47 | 95.92% | 64.1 | 53.19% | -46.81% | +13.48% | -28.19% | -28.09% | 11:07 | 03:14 | 10:07 | 11:08 | 11:36 | 19:37 | 01:29 | 01:05 |
 | Null Talisman | 34 | 69.39% | 61.5 | 55.88% | +2.55% | -0.32% | -18.38% | -17.48% | 03:47 | 02:33 | 03:10 | 03:32 | 04:12 | 06:05 | 01:02 | 00:45 |
 | Kaya and Sange | 26 | 53.06% | 59.0 | 57.69% | +5.52% | -14.83% | +25.64% | 10.08% | 27:10 | 22:04 | 24:13 | 25:31 | 28:14 | 37:17 | 04:01 | 02:58 |
 | Arcane Boots | 10 | 20.41% | 56.4 | 70.00% | +18.72% | +30.00% | -20.00% | -16.67% | 21:06 | 18:41 | 18:58 | 20:29 | 21:58 | 26:14 | 03:00 | 02:13 |
 | Spirit Vessel | 2 | 4.08% | 53.8 | 100.00% | +46.81% | 0.00% | 0.00% | 0.00% | 14:11 | 14:10 | 14:10 | 14:12 | 14:12 | 14:12 | 00:02 | 00:01 |
 | Urn of Shadows | 2 | 4.08% | 51.3 | 100.00% | +46.81% | 0.00% | 0.00% | 0.00% | 07:14 | 06:41 | 06:41 | 07:47 | 07:47 | 07:47 | 01:06 | 00:48 |
 | Ring of Protection | 2 | 4.08% | 48.7 | 100.00% | +46.81% | 0.00% | 0.00% | 0.00% | 05:56 | 04:44 | 04:44 | 07:07 | 07:07 | 07:07 | 02:23 | 01:45 |
 | Overwhelming Blink | 5 | 10.20% | 46.2 | 60.00% | +5.45% | +40.00% | +40.00% | 0.00% | 40:27 | 36:08 | 36:08 | 39:40 | 41:51 | 45:22 | 05:43 | 04:14 |
 | Power Treads | 10 | 20.41% | 43.6 | 40.00% | -18.97% | +26.67% | +10.00% | -5.95% | 08:59 | 05:54 | 06:50 | 07:26 | 09:38 | 20:34 | 02:48 | 02:04 |
 | Eul's Scepter of Divinity | 5 | 10.20% | 41.0 | 40.00% | -16.82% | +60.00% | +60.00% | 0.00% | 22:45 | 16:56 | 16:56 | 21:57 | 23:42 | 30:05 | 06:46 | 05:00 |
 | Wind Lace | 5 | 10.20% | 38.5 | 40.00% | -16.82% | +60.00% | +60.00% | 0.00% | 21:56 | 16:26 | 16:26 | 20:21 | 23:34 | 29:46 | 07:08 | 05:17 |
 | Ghost Scepter | 2 | 4.08% | 35.9 | 50.00% | -5.32% | +50.00% | 0.00% | 0.00% | 43:01 | 35:41 | 35:41 | 50:21 | 50:21 | 50:21 | 14:40 | 10:51 |
 | Ethereal Blade | 2 | 4.08% | 33.3 | 50.00% | -5.32% | +50.00% | 0.00% | 0.00% | 43:16 | 36:05 | 36:05 | 50:27 | 50:27 | 50:27 | 14:22 | 10:38 |
 | Shiva's Guard | 2 | 4.08% | 30.8 | 50.00% | -5.32% | -50.00% | 0.00% | 0.00% | 34:11 | 30:57 | 30:57 | 37:24 | 37:24 | 37:24 | 06:27 | 04:46 |
 | Scythe of Vyse | 2 | 4.08% | 28.2 | 50.00% | -5.32% | -50.00% | 0.00% | 0.00% | 40:02 | 39:21 | 39:21 | 40:42 | 40:42 | 40:42 | 01:21 | 01:00 |
 | Dagon (level 5) | 3 | 6.12% | 25.6 | 0.00% | -58.70% | 0.00% | 0.00% | 0.00% | 45:52 | 41:34 | 41:34 | 45:16 | 50:47 | 50:47 | 09:13 | 06:49 |
 | Dagon (level 4) | 3 | 6.12% | 23.1 | 0.00% | -58.70% | 0.00% | 0.00% | 0.00% | 44:33 | 39:50 | 39:50 | 44:04 | 49:44 | 49:44 | 09:54 | 07:20 |
 | Dagon (level 3) | 5 | 10.20% | 20.5 | 0.00% | -61.36% | 0.00% | 0.00% | 0.00% | 41:36 | 33:52 | 33:52 | 40:27 | 44:04 | 54:23 | 10:12 | 07:33 |
 | Dagon (level 2) | 5 | 10.20% | 17.9 | 0.00% | -61.36% | 0.00% | 0.00% | 0.00% | 37:52 | 29:40 | 29:40 | 36:07 | 40:10 | 49:15 | 10:30 | 07:46 |
 | Crown | 5 | 10.20% | 15.4 | 0.00% | -61.36% | 0.00% | 0.00% | 0.00% | 37:16 | 29:40 | 29:40 | 34:03 | 40:09 | 49:15 | 10:29 | 07:45 |
 | Black King Bar | 1 | 2.04% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:33 | 32:33 | 32:33 | 32:33 | 32:33 | 32:33 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 4.08% | 10.3 | 0.00% | -57.45% | 0.00% | 0.00% | 0.00% | 45:20 | 44:51 | 44:51 | 45:49 | 45:49 | 45:49 | 00:58 | 00:42 |
 | Dagon | 5 | 10.20% | 7.7 | 0.00% | -61.36% | 0.00% | 0.00% | 0.00% | 37:16 | 29:40 | 29:40 | 34:03 | 40:09 | 49:15 | 10:29 | 07:45 |
 | Aghanim's Shard | 1 | 2.04% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:49 | 57:49 | 57:49 | 57:49 | 57:49 | 57:49 | 00:00 | 00:00 |
 | Revenant's Brooch | 3 | 6.12% | 2.6 | 0.00% | -58.70% | 0.00% | 0.00% | 0.00% | 56:29 | 55:00 | 55:00 | 56:12 | 58:16 | 58:16 | 03:16 | 02:25 |