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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 | |
 | Ring of Health | 17 | 20.99% | 100.0 | 82.35% | +43.29% | -7.35% | -7.35% | 0.00% | 34:15 | 23:18 | 25:03 | 32:06 | 39:01 | 51:43 | 13:58 | 10:20 |
 | Dagon (level 2) | 15 | 18.52% | 97.6 | 80.00% | +39.09% | -5.00% | +20.00% | 3.81% | 37:04 | 27:43 | 33:59 | 36:03 | 40:33 | 44:34 | 06:34 | 04:51 |
 | Dagon (level 3) | 12 | 14.81% | 95.2 | 83.33% | +41.30% | -16.66% | +16.67% | 0.00% | 38:30 | 28:49 | 35:14 | 36:50 | 42:32 | 44:34 | 07:18 | 05:24 |
 | Crown | 17 | 20.99% | 92.9 | 76.47% | +35.84% | -26.47% | +23.53% | 4.69% | 34:33 | 21:28 | 29:52 | 34:48 | 40:32 | 42:34 | 10:40 | 07:54 |
 | Dagon | 17 | 20.99% | 90.5 | 76.47% | +35.84% | -26.47% | +23.53% | 4.69% | 34:37 | 22:23 | 29:52 | 34:48 | 40:32 | 42:35 | 10:40 | 07:54 |
 | Linken's Sphere | 13 | 16.05% | 88.1 | 76.92% | +34.27% | -10.25% | -10.25% | 0.00% | 33:46 | 24:56 | 26:32 | 32:02 | 36:38 | 50:00 | 10:06 | 07:28 |
 | Void Stone | 38 | 46.91% | 85.7 | 57.89% | +18.36% | -47.89% | +31.00% | 5.41% | 25:09 | 12:11 | 17:27 | 22:49 | 32:02 | 51:43 | 14:35 | 10:48 |
 | Refresher Orb | 4 | 4.94% | 83.3 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 46:00 | 33:03 | 33:03 | 47:08 | 51:43 | 52:05 | 18:40 | 13:49 |
 | Overwhelming Blink | 4 | 4.94% | 81.0 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 42:59 | 33:41 | 33:41 | 37:02 | 43:19 | 57:52 | 09:38 | 07:08 |
 | Sange | 39 | 48.15% | 78.6 | 56.41% | +15.93% | +13.59% | -16.41% | -5.47% | 24:16 | 18:19 | 20:30 | 24:42 | 25:59 | 33:32 | 05:29 | 04:03 |
 | Kaya and Sange | 39 | 48.15% | 76.2 | 56.41% | +15.93% | +13.59% | -16.41% | -6.19% | 24:42 | 18:32 | 21:25 | 25:10 | 26:16 | 33:49 | 04:51 | 03:35 |
 | Aeon Disk | 17 | 20.99% | 73.8 | 64.71% | +20.96% | +10.29% | -39.71% | -6.41% | 31:50 | 19:53 | 27:45 | 32:03 | 35:33 | 41:52 | 07:48 | 05:46 |
 | Witch Blade | 74 | 91.36% | 71.4 | 50.00% | +21.43% | +18.42% | -22.22% | -16.48% | 13:24 | 10:12 | 12:00 | 13:05 | 14:28 | 21:10 | 02:28 | 01:49 |
 | Chainmail | 74 | 91.36% | 69.0 | 50.00% | +21.43% | +18.42% | -16.67% | -12.46% | 12:24 | 07:43 | 10:48 | 12:10 | 13:37 | 20:32 | 02:49 | 02:05 |
 | Blink Dagger | 77 | 95.06% | 66.7 | 49.35% | +24.35% | +13.81% | -17.77% | -5.83% | 19:45 | 14:52 | 16:54 | 19:10 | 22:19 | 29:21 | 05:25 | 04:00 |
 | Kaya | 43 | 53.09% | 64.3 | 53.49% | +11.38% | +10.15% | -17.13% | -4.73% | 22:25 | 14:45 | 19:02 | 22:08 | 24:48 | 35:40 | 05:46 | 04:16 |
 | Bottle | 81 | 100.00% | 61.9 | 48.15% | +48.15% | +6.85% | +6.85% | 0.00% | 01:36 | 01:02 | 01:15 | 01:30 | 01:38 | 08:28 | 00:23 | 00:17 |
 | Boots of Speed | 81 | 100.00% | 59.5 | 48.15% | +48.15% | +1.85% | +1.85% | 0.00% | 06:30 | 04:01 | 05:42 | 06:26 | 07:09 | 11:44 | 01:27 | 01:04 |
 | Null Talisman | 81 | 100.00% | 57.1 | 48.15% | +48.15% | +1.85% | +1.85% | 0.00% | 03:44 | 02:18 | 03:07 | 03:33 | 04:21 | 06:18 | 01:14 | 00:54 |
 | Aether Lens | 6 | 7.41% | 54.8 | 83.33% | +38.00% | +16.67% | +16.67% | 0.00% | 32:00 | 25:25 | 31:37 | 31:42 | 34:54 | 35:55 | 03:17 | 02:25 |
 | Dagon (level 4) | 6 | 7.41% | 52.4 | 83.33% | +38.00% | -33.33% | +16.67% | 0.00% | 42:12 | 36:02 | 40:33 | 40:46 | 45:15 | 45:24 | 04:42 | 03:28 |
 | Aghanim's Scepter | 32 | 39.51% | 50.0 | 53.13% | +8.23% | -3.13% | -15.63% | -2.20% | 31:54 | 22:55 | 28:48 | 31:32 | 34:29 | 43:41 | 05:41 | 04:12 |
 | Magic Wand | 57 | 70.37% | 47.6 | 43.86% | -14.47% | -8.15% | +13.28% | 6.91% | 06:42 | -01:29 | 04:48 | 05:51 | 07:54 | 16:03 | 03:06 | 02:17 |
 | Magic Stick | 57 | 70.37% | 45.2 | 42.11% | -20.39% | +0.75% | +7.89% | 1.76% | 04:59 | -01:29 | 02:24 | 04:23 | 06:28 | 15:39 | 04:04 | 03:00 |
 | Dagon (level 5) | 5 | 6.17% | 42.9 | 80.00% | +33.95% | -80.00% | +20.00% | 0.00% | 42:48 | 36:02 | 36:02 | 45:12 | 45:15 | 46:46 | 09:13 | 06:49 |
 | Ghost Scepter | 12 | 14.81% | 40.5 | 58.33% | +11.95% | +8.34% | -58.33% | 0.00% | 30:04 | 26:08 | 27:04 | 27:14 | 31:57 | 39:03 | 04:53 | 03:37 |
 | Ethereal Blade | 12 | 14.81% | 38.1 | 58.33% | +11.95% | +41.67% | -58.33% | 0.00% | 32:55 | 27:08 | 27:55 | 30:24 | 33:36 | 47:24 | 05:41 | 04:12 |
 | Power Treads | 18 | 22.22% | 35.7 | 50.00% | +2.38% | -10.00% | 0.00% | 5.17% | 09:42 | 07:06 | 08:26 | 09:39 | 10:22 | 14:44 | 01:56 | 01:25 |
 | Arcane Boots | 6 | 7.41% | 33.3 | 66.67% | +20.00% | -16.67% | +33.33% | 0.00% | 23:19 | 19:35 | 20:05 | 20:38 | 27:27 | 27:30 | 07:22 | 05:27 |
 | Aghanim's Shard | 6 | 7.41% | 31.0 | 66.67% | +20.00% | -16.67% | -66.67% | 0.00% | 37:59 | 30:07 | 32:43 | 36:03 | 44:20 | 47:42 | 11:37 | 08:36 |
 | Desolator | 4 | 4.94% | 28.6 | 75.00% | +28.25% | +25.00% | -75.00% | 0.00% | 25:31 | 22:38 | 22:38 | 24:46 | 25:20 | 29:19 | 02:42 | 02:00 |
 | Octarine Core | 4 | 4.94% | 26.2 | 75.00% | +28.25% | +25.00% | -75.00% | 0.00% | 35:37 | 28:42 | 28:42 | 34:46 | 38:35 | 40:23 | 09:53 | 07:19 |
 | Blight Stone | 4 | 4.94% | 23.8 | 75.00% | +28.25% | +25.00% | -75.00% | 0.00% | 24:17 | 20:17 | 20:17 | 23:23 | 24:46 | 28:42 | 04:29 | 03:19 |
 | Crystalys | 2 | 2.47% | 21.4 | 100.00% | +53.16% | 0.00% | 0.00% | 0.00% | 34:51 | 25:48 | 25:48 | 43:54 | 43:54 | 43:54 | 18:06 | 13:24 |
 | Daedalus | 2 | 2.47% | 19.0 | 100.00% | +53.16% | 0.00% | 0.00% | 0.00% | 36:42 | 29:13 | 29:13 | 44:11 | 44:11 | 44:11 | 14:58 | 11:05 |
 | Wind Lace | 21 | 25.93% | 16.7 | 38.10% | -13.57% | +1.90% | +41.90% | 5.66% | 18:28 | 10:39 | 14:44 | 17:19 | 21:48 | 30:29 | 07:04 | 05:14 |
 | Eul's Scepter of Divinity | 21 | 25.93% | 14.3 | 38.10% | -13.57% | -18.10% | +21.90% | 7.55% | 19:57 | 12:25 | 17:16 | 18:36 | 22:34 | 30:56 | 05:18 | 03:55 |
 | Black King Bar | 4 | 4.94% | 11.9 | 50.00% | +1.95% | +50.00% | -50.00% | 0.00% | 40:12 | 36:19 | 36:19 | 39:19 | 40:37 | 44:34 | 04:18 | 03:11 |
 | Monkey King Bar | 1 | 1.23% | 9.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:33 | 56:33 | 56:33 | 56:33 | 56:33 | 56:33 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 1.23% | 7.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:40 | 22:40 | 22:40 | 22:40 | 22:40 | 22:40 | 00:00 | 00:00 |
 | Javelin | 1 | 1.23% | 4.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:17 | 56:17 | 56:17 | 56:17 | 56:17 | 56:17 | 00:00 | 00:00 |
 | Aghanim's Blessing | 2 | 2.47% | 2.4 | 50.00% | +1.90% | +50.00% | 0.00% | 0.00% | 52:41 | 51:52 | 51:52 | 53:30 | 53:30 | 53:30 | 01:38 | 01:12 |