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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 | 15 | 21.13% | 100.0 | 80.00% | +40.71% | -5.00% | -5.00% | 0.00% | 34:31 | 23:18 | 25:03 | 32:06 | 39:01 | 51:43 | 13:58 | 10:20 |
 | Dagon (level 2) | 14 | 19.72% | 97.4 | 78.57% | +38.22% | -3.57% | +21.43% | 0.00% | 37:44 | 30:41 | 35:14 | 36:03 | 40:46 | 44:34 | 05:32 | 04:05 |
 | Dagon (level 3) | 11 | 15.49% | 94.7 | 81.82% | +40.15% | -15.15% | +18.18% | 0.00% | 39:22 | 33:03 | 35:54 | 40:33 | 42:32 | 44:34 | 06:38 | 04:54 |
 | Crown | 16 | 22.54% | 92.1 | 75.00% | +35.00% | -25.00% | +25.00% | 5.15% | 35:00 | 21:28 | 30:50 | 34:48 | 40:32 | 42:34 | 09:42 | 07:11 |
 | Dagon | 16 | 22.54% | 89.5 | 75.00% | +35.00% | -25.00% | +25.00% | 5.15% | 35:04 | 22:23 | 30:50 | 34:48 | 40:32 | 42:35 | 09:42 | 07:11 |
 | Kaya and Sange | 36 | 50.70% | 86.8 | 58.33% | +21.19% | +8.34% | -13.89% | -3.83% | 24:27 | 18:32 | 20:28 | 24:51 | 26:16 | 33:49 | 05:48 | 04:17 |
 | Sange | 36 | 50.70% | 84.2 | 58.33% | +21.19% | +8.34% | -13.89% | -4.03% | 24:00 | 18:19 | 20:28 | 24:26 | 25:59 | 33:32 | 05:31 | 04:05 |
 | Overwhelming Blink | 4 | 5.63% | 81.6 | 100.00% | +55.22% | 0.00% | 0.00% | 0.00% | 42:59 | 33:41 | 33:41 | 37:02 | 43:19 | 57:52 | 09:38 | 07:08 |
 | Kaya | 39 | 54.93% | 78.9 | 56.41% | +18.91% | +3.59% | -16.41% | -4.04% | 21:55 | 14:45 | 18:43 | 21:53 | 23:40 | 31:13 | 04:57 | 03:40 |
 | Void Stone | 35 | 49.30% | 76.3 | 57.14% | +18.25% | -46.03% | +31.75% | 5.33% | 25:18 | 12:11 | 17:27 | 23:19 | 32:02 | 51:43 | 14:35 | 10:48 |
 | Linken's Sphere | 11 | 15.49% | 73.7 | 72.73% | +29.40% | -6.06% | -6.06% | 0.00% | 33:56 | 24:56 | 26:32 | 32:02 | 36:04 | 50:00 | 09:32 | 07:03 |
 | Chainmail | 64 | 90.14% | 71.1 | 50.00% | +21.43% | +18.75% | -25.00% | -17.27% | 12:26 | 07:43 | 10:48 | 12:07 | 13:20 | 20:32 | 02:32 | 01:52 |
 | Witch Blade | 64 | 90.14% | 68.4 | 50.00% | +21.43% | +18.75% | -25.00% | -18.10% | 13:25 | 10:12 | 11:59 | 13:05 | 14:24 | 21:10 | 02:25 | 01:47 |
 | Blink Dagger | 67 | 94.37% | 65.8 | 49.25% | +24.25% | +15.46% | -8.07% | -4.34% | 19:43 | 14:52 | 16:54 | 19:10 | 22:19 | 29:21 | 05:25 | 04:00 |
 | Aether Lens | 6 | 8.45% | 63.2 | 83.33% | +38.71% | +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 | 8.45% | 60.5 | 83.33% | +38.71% | -33.33% | +16.67% | 0.00% | 42:12 | 36:02 | 40:33 | 40:46 | 45:15 | 45:24 | 04:42 | 03:28 |
 | Bottle | 71 | 100.00% | 57.9 | 47.89% | +47.89% | +7.67% | +13.22% | 5.55% | 01:36 | 01:02 | 01:13 | 01:29 | 01:38 | 08:28 | 00:25 | 00:18 |
 | Boots of Speed | 71 | 100.00% | 55.3 | 47.89% | +47.89% | +2.11% | -9.00% | -7.94% | 06:26 | 04:43 | 05:42 | 06:24 | 07:06 | 08:32 | 01:24 | 01:02 |
 | Null Talisman | 71 | 100.00% | 52.6 | 47.89% | +47.89% | -3.45% | -3.45% | 0.00% | 03:43 | 02:18 | 03:07 | 03:33 | 04:19 | 05:52 | 01:12 | 00:53 |
 | Aeon Disk | 16 | 22.54% | 50.0 | 62.50% | +18.86% | +12.50% | -37.50% | -6.41% | 31:59 | 19:53 | 27:45 | 32:03 | 35:33 | 41:52 | 07:48 | 05:46 |
 | Aghanim's Scepter | 27 | 38.03% | 47.4 | 51.85% | +6.40% | -8.99% | -23.28% | -3.02% | 31:50 | 22:55 | 28:48 | 31:32 | 33:32 | 43:41 | 04:44 | 03:30 |
 | Ethereal Blade | 11 | 15.49% | 44.7 | 63.64% | +18.64% | +36.36% | -63.64% | 0.00% | 33:01 | 27:08 | 27:55 | 30:24 | 33:36 | 47:24 | 05:41 | 04:12 |
 | Ghost Scepter | 11 | 15.49% | 42.1 | 63.64% | +18.64% | +3.03% | -63.64% | 0.00% | 30:19 | 26:08 | 27:04 | 27:20 | 31:57 | 39:03 | 04:53 | 03:37 |
 | Refresher Orb | 3 | 4.23% | 39.5 | 100.00% | +54.41% | 0.00% | 0.00% | 0.00% | 43:58 | 33:03 | 33:03 | 47:08 | 51:43 | 51:43 | 18:40 | 13:49 |
 | Dagon (level 5) | 5 | 7.04% | 36.8 | 80.00% | +34.55% | -80.00% | +20.00% | 0.00% | 42:48 | 36:02 | 36:02 | 45:12 | 45:15 | 46:46 | 09:13 | 06:49 |
 | Magic Wand | 48 | 67.61% | 34.2 | 41.67% | -19.20% | 0.00% | +16.66% | 5.02% | 06:35 | -01:29 | 04:35 | 05:47 | 07:54 | 14:20 | 03:19 | 02:27 |
 | Magic Stick | 48 | 67.61% | 31.6 | 39.58% | -25.64% | +2.09% | +10.42% | 2.05% | 04:49 | -01:29 | 02:24 | 04:22 | 06:28 | 13:05 | 04:04 | 03:00 |
 | Arcane Boots | 6 | 8.45% | 28.9 | 66.67% | +20.52% | -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 | 8.45% | 26.3 | 66.67% | +20.52% | -16.67% | -66.67% | 0.00% | 37:59 | 30:07 | 32:43 | 36:03 | 44:20 | 47:42 | 11:37 | 08:36 |
 | Octarine Core | 4 | 5.63% | 23.7 | 75.00% | +28.73% | +25.00% | -75.00% | 0.00% | 35:37 | 28:42 | 28:42 | 34:46 | 38:35 | 40:23 | 09:53 | 07:19 |
 | Power Treads | 15 | 21.13% | 21.1 | 40.00% | -10.00% | +10.00% | -40.00% | 0.00% | 09:17 | 07:06 | 08:25 | 09:01 | 09:58 | 12:53 | 01:33 | 01:08 |
 | Wind Lace | 18 | 25.35% | 18.4 | 33.33% | -19.50% | +6.67% | +41.67% | 4.95% | 17:43 | 10:39 | 14:44 | 17:12 | 21:48 | 25:11 | 07:04 | 05:14 |
 | Eul's Scepter of Divinity | 18 | 25.35% | 15.8 | 33.33% | -19.50% | -13.33% | +16.67% | 5.83% | 19:16 | 12:25 | 17:16 | 17:59 | 22:25 | 28:22 | 05:09 | 03:48 |
 | Desolator | 3 | 4.23% | 13.2 | 66.67% | +19.61% | +33.33% | 0.00% | 0.00% | 26:28 | 24:46 | 24:46 | 25:20 | 29:19 | 29:19 | 04:33 | 03:22 |
 | Blight Stone | 3 | 4.23% | 10.5 | 66.67% | +19.61% | +33.33% | 0.00% | 0.00% | 25:37 | 23:23 | 23:23 | 24:46 | 28:42 | 28:42 | 05:19 | 03:56 |
 | Black King Bar | 4 | 5.63% | 7.9 | 50.00% | +2.24% | +50.00% | -50.00% | 0.00% | 40:12 | 36:19 | 36:19 | 39:19 | 40:37 | 44:34 | 04:18 | 03:11 |
 | Fluffy Hat | 1 | 1.41% | 5.3 | 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 |
 | Aghanim's Blessing | 2 | 2.82% | 2.6 | 50.00% | +2.17% | +50.00% | 0.00% | 0.00% | 52:41 | 51:52 | 51:52 | 53:30 | 53:30 | 53:30 | 01:38 | 01:12 |