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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 | |
 | Octarine Core | 15 | 25.42% | 100.0 | 86.67% | +45.76% | +13.33% | -11.67% | -6.30% | 36:18 | 29:47 | 33:02 | 35:43 | 37:00 | 42:54 | 03:58 | 02:56 |
 | Aether Lens | 21 | 35.59% | 97.7 | 76.19% | +36.72% | +3.81% | -16.19% | -2.20% | 33:26 | 25:26 | 28:16 | 33:01 | 37:21 | 42:54 | 09:05 | 06:43 |
 | Void Stone | 34 | 57.63% | 95.3 | 70.59% | +42.59% | -15.03% | +4.41% | 2.74% | 30:35 | 09:30 | 26:29 | 29:30 | 33:35 | 54:29 | 07:06 | 05:15 |
 | Overwhelming Blink | 12 | 20.34% | 93.0 | 83.33% | +38.65% | -16.66% | +16.67% | 3.39% | 44:39 | 35:05 | 37:55 | 41:55 | 47:45 | 1:01:43 | 09:50 | 07:17 |
 | Magic Stick | 57 | 96.61% | 90.7 | 54.39% | +54.39% | +9.90% | -11.53% | -6.91% | 04:40 | -01:29 | 02:15 | 02:42 | 05:21 | 18:25 | 03:06 | 02:17 |
 | Magic Wand | 55 | 93.22% | 88.4 | 54.55% | +29.55% | +2.59% | -4.55% | -1.44% | 08:03 | 02:38 | 05:19 | 06:40 | 10:16 | 18:43 | 04:57 | 03:40 |
 | Kaya and Sange | 45 | 76.27% | 86.0 | 55.56% | +12.70% | +17.17% | -1.01% | -4.96% | 26:34 | 19:54 | 24:22 | 25:42 | 28:02 | 38:52 | 03:40 | 02:42 |
 | Chainmail | 59 | 100.00% | 83.7 | 52.54% | +52.54% | -19.21% | +14.13% | 13.34% | 10:58 | 03:25 | 10:03 | 11:20 | 12:33 | 16:27 | 02:30 | 01:51 |
 | Blink Dagger | 59 | 100.00% | 81.4 | 52.54% | +52.54% | +20.79% | -25.87% | -20.00% | 17:38 | 13:36 | 16:06 | 17:32 | 18:26 | 29:18 | 02:20 | 01:43 |
 | Witch Blade | 59 | 100.00% | 79.1 | 52.54% | +52.54% | +0.79% | +0.79% | 0.00% | 12:38 | 08:39 | 11:34 | 12:58 | 13:43 | 17:19 | 02:09 | 01:35 |
 | Bottle | 59 | 100.00% | 76.7 | 52.54% | +52.54% | +14.13% | +7.46% | -6.67% | 01:30 | 01:01 | 01:12 | 01:23 | 01:33 | 08:30 | 00:21 | 00:15 |
 | Boots of Speed | 59 | 100.00% | 74.4 | 52.54% | +52.54% | -12.54% | -5.87% | 2.69% | 05:37 | -01:29 | 04:39 | 05:35 | 07:08 | 11:58 | 02:29 | 01:50 |
 | Sange | 46 | 77.97% | 72.1 | 54.35% | +8.20% | +20.65% | -8.90% | -9.58% | 25:53 | 19:20 | 23:59 | 25:20 | 27:04 | 38:45 | 03:05 | 02:17 |
 | Linken's Sphere | 15 | 25.42% | 69.8 | 66.67% | +18.94% | +8.33% | +8.33% | 0.00% | 37:48 | 26:39 | 29:49 | 33:45 | 44:25 | 54:29 | 14:36 | 10:48 |
 | Ring of Health | 15 | 25.42% | 67.4 | 66.67% | +18.94% | +8.33% | +8.33% | 0.00% | 37:08 | 24:35 | 28:47 | 33:25 | 44:17 | 54:29 | 15:30 | 11:28 |
 | Kaya | 53 | 89.83% | 65.1 | 52.83% | +2.83% | +24.09% | -6.68% | -8.21% | 23:19 | 16:29 | 20:48 | 22:06 | 24:33 | 33:04 | 03:45 | 02:46 |
 | Power Treads | 51 | 86.44% | 62.8 | 52.94% | +2.94% | -6.79% | -14.48% | -4.31% | 07:54 | 05:04 | 06:25 | 07:19 | 08:12 | 14:21 | 01:47 | 01:19 |
 | Boots of Travel | 6 | 10.17% | 60.5 | 83.33% | +34.27% | +16.67% | -83.33% | -15.00% | 38:31 | 21:20 | 37:35 | 38:12 | 44:15 | 49:43 | 06:40 | 04:56 |
 | Shiva's Guard | 3 | 5.08% | 58.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 33:13 | 31:25 | 31:25 | 33:30 | 34:44 | 34:44 | 03:19 | 02:27 |
 | Black King Bar | 11 | 18.64% | 55.8 | 63.64% | +13.64% | +3.03% | +36.36% | 4.11% | 32:08 | 22:54 | 25:17 | 30:21 | 33:23 | 48:39 | 08:06 | 06:00 |
 | Aeon Disk | 9 | 15.25% | 53.5 | 55.56% | +3.56% | +44.44% | -55.56% | -21.05% | 34:55 | 27:48 | 30:36 | 33:09 | 35:21 | 53:57 | 04:45 | 03:31 |
 | Aghanim's Blessing | 2 | 3.39% | 51.2 | 100.00% | +49.12% | 0.00% | 0.00% | 0.00% | 58:14 | 54:10 | 54:10 | 1:02:18 | 1:02:18 | 1:02:18 | 08:08 | 06:01 |
 | Aghanim's Scepter | 2 | 3.39% | 48.8 | 100.00% | +49.12% | 0.00% | 0.00% | 0.00% | 54:17 | 52:24 | 52:24 | 56:09 | 56:09 | 56:09 | 03:45 | 02:46 |
 | Aghanim's Shard | 2 | 3.39% | 46.5 | 100.00% | +49.12% | 0.00% | 0.00% | 0.00% | 58:55 | 50:04 | 50:04 | 1:07:46 | 1:07:46 | 1:07:46 | 17:42 | 13:06 |
 | Null Talisman | 6 | 10.17% | 44.2 | 50.00% | -2.83% | 0.00% | -50.00% | -46.88% | 03:32 | 02:38 | 03:06 | 03:30 | 04:10 | 04:17 | 01:04 | 00:47 |
 | Boots of Travel 2 | 3 | 5.08% | 41.9 | 66.67% | +14.88% | -66.67% | 0.00% | 0.00% | 58:07 | 43:48 | 43:48 | 59:10 | 1:11:22 | 1:11:22 | 27:34 | 20:25 |
 | Fluffy Hat | 1 | 1.69% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:36 | 22:36 | 22:36 | 22:36 | 22:36 | 22:36 | 00:00 | 00:00 |
 | Crown | 1 | 1.69% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 1.69% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:49 | 1:04:49 | 1:04:49 | 1:04:49 | 1:04:49 | 1:04:49 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 1.69% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:22 | 1:11:22 | 1:11:22 | 1:11:22 | 1:11:22 | 1:11:22 | 00:00 | 00:00 |
 | Maelstrom | 1 | 1.69% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:23 | 1:03:23 | 1:03:23 | 1:03:23 | 1:03:23 | 1:03:23 | 00:00 | 00:00 |
 | Mjollnir | 1 | 1.69% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:41 | 1:03:41 | 1:03:41 | 1:03:41 | 1:03:41 | 1:03:41 | 00:00 | 00:00 |
 | Crystalys | 1 | 1.69% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:13 | 1:10:13 | 1:10:13 | 1:10:13 | 1:10:13 | 1:10:13 | 00:00 | 00:00 |
 | Daedalus | 1 | 1.69% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:38 | 1:12:38 | 1:12:38 | 1:12:38 | 1:12:38 | 1:12:38 | 00:00 | 00:00 |
 | Dagon | 1 | 1.69% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:18 | 19:18 | 19:18 | 19:18 | 19:18 | 19:18 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.69% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:36 | 22:36 | 22:36 | 22:36 | 22:36 | 22:36 | 00:00 | 00:00 |
 | Javelin | 1 | 1.69% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:23 | 1:03:23 | 1:03:23 | 1:03:23 | 1:03:23 | 1:03:23 | 00:00 | 00:00 |
 | Revenant's Brooch | 1 | 1.69% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:55 | 1:03:55 | 1:03:55 | 1:03:55 | 1:03:55 | 1:03:55 | 00:00 | 00:00 |
 | Wind Lace | 5 | 8.47% | 11.6 | 40.00% | -13.70% | +60.00% | -40.00% | 0.00% | 20:10 | 10:13 | 10:13 | 21:26 | 22:07 | 29:36 | 11:54 | 08:48 |
 | Eul's Scepter of Divinity | 5 | 8.47% | 9.3 | 40.00% | -13.70% | +60.00% | -40.00% | 0.00% | 22:17 | 12:38 | 12:38 | 22:56 | 25:27 | 29:47 | 12:49 | 09:29 |
 | Ethereal Blade | 2 | 3.39% | 7.0 | 50.00% | -2.63% | +50.00% | 0.00% | 0.00% | 25:27 | 25:08 | 25:08 | 25:46 | 25:46 | 25:46 | 00:38 | 00:28 |
 | Scythe of Vyse | 2 | 3.39% | 4.7 | 50.00% | -2.63% | +50.00% | 0.00% | 0.00% | 36:41 | 31:48 | 31:48 | 41:34 | 41:34 | 41:34 | 09:46 | 07:14 |
 | Ghost Scepter | 3 | 5.08% | 2.3 | 33.33% | -20.24% | +66.67% | 0.00% | 0.00% | 27:09 | 24:18 | 24:18 | 25:46 | 31:24 | 31:24 | 07:06 | 05:15 |