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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 | 3 | 12.00% | 100.0 | 100.00% | +59.09% | 0.00% | 0.00% | 0.00% | 29:37 | 25:49 | 25:49 | 26:33 | 36:30 | 36:30 | 10:41 | 07:54 |
 | Octarine Core | 13 | 52.00% | 97.2 | 61.54% | +28.21% | +5.13% | -28.21% | -2.43% | 36:13 | 25:21 | 27:48 | 34:47 | 41:31 | 53:04 | 13:43 | 10:09 |
 | Boots of Travel | 11 | 44.00% | 94.4 | 63.64% | +27.93% | +3.03% | -63.64% | -5.70% | 41:27 | 30:51 | 34:06 | 37:32 | 45:48 | 60:36 | 11:42 | 08:40 |
 | Ring of Health | 9 | 36.00% | 91.7 | 66.67% | +29.17% | +33.33% | -16.67% | 0.00% | 37:13 | 21:32 | 23:45 | 33:58 | 48:45 | 58:47 | 25:00 | 18:31 |
 | Kaya | 23 | 92.00% | 88.9 | 52.17% | +52.17% | +14.50% | -2.17% | -9.09% | 12:45 | 08:19 | 10:28 | 11:28 | 12:18 | 41:32 | 01:50 | 01:21 |
 | Bottle | 22 | 88.00% | 86.1 | 50.00% | +16.67% | -33.33% | +30.00% | 63.33% | 01:19 | 00:31 | 01:02 | 01:13 | 01:37 | 03:14 | 00:35 | 00:25 |
 | Boots of Speed | 25 | 100.00% | 83.3 | 48.00% | +48.00% | -14.67% | +18.67% | 11.91% | 02:36 | -01:29 | 01:03 | 03:01 | 03:51 | 09:20 | 02:48 | 02:04 |
 | Arcane Boots | 25 | 100.00% | 80.6 | 48.00% | +48.00% | +18.67% | +2.00% | -9.53% | 06:42 | 03:53 | 05:12 | 05:58 | 06:57 | 15:08 | 01:45 | 01:17 |
 | Aghanim's Shard | 25 | 100.00% | 77.8 | 48.00% | +48.00% | -14.67% | +18.67% | 11.37% | 17:54 | 15:01 | 15:36 | 16:37 | 18:32 | 28:57 | 02:56 | 02:10 |
 | Magic Wand | 23 | 92.00% | 75.0 | 47.83% | -2.17% | +18.84% | +2.17% | -5.32% | 08:59 | 02:19 | 06:37 | 07:55 | 09:45 | 21:29 | 03:08 | 02:19 |
 | Aghanim's Scepter | 18 | 72.00% | 72.2 | 50.00% | +7.14% | +10.00% | -25.00% | -4.43% | 31:12 | 21:24 | 26:37 | 29:20 | 34:31 | 53:11 | 07:54 | 05:51 |
 | Void Stone | 21 | 84.00% | 69.4 | 47.62% | -2.38% | +12.38% | -27.62% | -4.13% | 20:39 | 11:57 | 13:06 | 18:22 | 22:47 | 41:46 | 09:41 | 07:10 |
 | Magic Stick | 24 | 96.00% | 66.7 | 45.83% | -54.17% | +20.84% | +20.84% | 0.00% | 04:23 | -01:29 | 01:45 | 02:20 | 07:14 | 19:34 | 05:29 | 04:03 |
 | Aether Lens | 20 | 80.00% | 63.9 | 45.00% | -15.00% | +15.00% | -5.00% | -1.53% | 22:39 | 13:08 | 14:34 | 18:52 | 27:40 | 43:10 | 13:06 | 09:42 |
 | Ethereal Blade | 9 | 36.00% | 61.1 | 55.56% | +11.81% | +44.44% | -5.56% | 0.00% | 29:50 | 16:00 | 20:33 | 22:44 | 35:18 | 58:48 | 14:45 | 10:55 |
 | Wind Lace | 10 | 40.00% | 58.3 | 50.00% | +3.33% | +16.67% | 0.00% | -1.84% | 13:34 | 04:42 | 07:01 | 08:38 | 16:06 | 44:40 | 09:05 | 06:43 |
 | Ghost Scepter | 10 | 40.00% | 55.6 | 50.00% | +3.33% | +16.67% | 0.00% | -1.08% | 27:41 | 14:44 | 18:55 | 21:40 | 34:25 | 58:27 | 15:30 | 11:28 |
 | Kaya and Sange | 11 | 44.00% | 52.8 | 45.45% | -4.55% | +21.22% | -12.12% | -7.88% | 19:22 | 13:55 | 14:52 | 17:49 | 19:06 | 40:22 | 04:14 | 03:08 |
 | Sange | 11 | 44.00% | 50.0 | 45.45% | -4.55% | +21.22% | -12.12% | -7.22% | 19:16 | 13:55 | 14:29 | 17:49 | 19:06 | 40:22 | 04:37 | 03:25 |
 | Blink Dagger | 10 | 40.00% | 47.2 | 40.00% | -13.33% | +60.00% | -40.00% | -13.42% | 31:22 | 21:16 | 27:05 | 31:21 | 34:32 | 42:41 | 07:27 | 05:31 |
 | Null Talisman | 3 | 12.00% | 44.4 | 66.67% | +21.22% | -66.67% | 0.00% | 0.00% | 03:31 | 02:45 | 02:45 | 03:24 | 04:23 | 04:23 | 01:38 | 01:12 |
 | Skull Basher | 1 | 4.00% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:02 | 37:02 | 37:02 | 37:02 | 37:02 | 37:02 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 4.00% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:04 | 22:04 | 22:04 | 22:04 | 22:04 | 22:04 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 4.00% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 00:00 | 00:00 |
 | Quelling Blade | 5 | 20.00% | 33.3 | 40.00% | -10.00% | -40.00% | +60.00% | 0.00% | 17:57 | 07:32 | 07:32 | 17:07 | 17:28 | 33:39 | 09:56 | 07:21 |
 | Refresher Orb | 5 | 20.00% | 30.6 | 40.00% | -10.00% | -40.00% | -40.00% | 0.00% | 44:21 | 34:02 | 34:02 | 45:48 | 49:00 | 58:49 | 14:58 | 11:05 |
 | Aeon Disk | 5 | 20.00% | 27.8 | 40.00% | -10.00% | +60.00% | -40.00% | 0.00% | 45:59 | 29:33 | 29:33 | 39:01 | 57:51 | 1:07:01 | 28:18 | 20:57 |
 | Black King Bar | 6 | 24.00% | 25.0 | 33.33% | -19.30% | -33.33% | -33.33% | 0.00% | 32:37 | 26:31 | 26:53 | 27:40 | 32:29 | 54:22 | 05:36 | 04:08 |
 | Boots of Travel 2 | 2 | 8.00% | 22.2 | 50.00% | +2.17% | +50.00% | 0.00% | 0.00% | 53:45 | 44:51 | 44:51 | 1:02:38 | 1:02:38 | 1:02:38 | 17:47 | 13:10 |
 | Scythe of Vyse | 2 | 8.00% | 19.4 | 50.00% | +2.17% | +50.00% | 0.00% | 0.00% | 55:08 | 41:41 | 41:41 | 1:08:35 | 1:08:35 | 1:08:35 | 26:54 | 19:55 |
 | Bloodstone | 3 | 12.00% | 16.7 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 21:00 | 16:11 | 16:11 | 21:15 | 25:34 | 25:34 | 09:23 | 06:57 |
 | Force Staff | 1 | 4.00% | 13.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:44 | 37:44 | 37:44 | 37:44 | 37:44 | 37:44 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 2 | 8.00% | 11.1 | 0.00% | -52.17% | 0.00% | 0.00% | 0.00% | 29:08 | 13:26 | 13:26 | 44:49 | 44:49 | 44:49 | 31:23 | 23:14 |
 | Aghanim's Blessing | 3 | 12.00% | 8.3 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 58:11 | 50:15 | 50:15 | 59:34 | 1:04:43 | 1:04:43 | 14:28 | 10:42 |
 | Fluffy Hat | 1 | 4.00% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:00 | 17:00 | 17:00 | 17:00 | 17:00 | 17:00 | 00:00 | 00:00 |
 | Wind Waker | 1 | 4.00% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:04 | 52:04 | 52:04 | 52:04 | 52:04 | 52:04 | 00:00 | 00:00 |