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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 | 10 | 13.89% | 100.0 | 90.00% | +46.45% | +10.00% | -40.00% | 0.00% | 38:49 | 28:28 | 33:13 | 34:00 | 49:34 | 56:04 | 16:21 | 12:06 |
 | Void Stone | 44 | 61.11% | 97.1 | 56.82% | +17.53% | +25.00% | -20.46% | -5.97% | 28:28 | 14:21 | 24:42 | 27:52 | 32:19 | 41:14 | 07:37 | 05:38 |
 | Blink Dagger | 64 | 88.89% | 94.1 | 53.13% | +28.13% | +15.62% | -40.63% | -12.98% | 22:04 | 11:19 | 20:33 | 22:05 | 24:53 | 31:20 | 04:20 | 03:12 |
 | Aether Lens | 37 | 51.39% | 91.2 | 56.76% | +13.90% | +21.02% | -23.43% | -5.37% | 29:27 | 14:21 | 25:08 | 28:35 | 33:25 | 46:45 | 08:17 | 06:08 |
 | Aghanim's Shard | 15 | 20.83% | 88.2 | 66.67% | +21.06% | +33.33% | -41.67% | -9.39% | 24:42 | 16:21 | 20:15 | 24:26 | 28:14 | 32:09 | 07:59 | 05:54 |
 | Boots of Speed | 72 | 100.00% | 85.3 | 50.00% | +50.00% | 0.00% | -5.56% | -5.56% | 03:23 | -01:29 | 02:51 | 03:20 | 03:46 | 06:23 | 00:55 | 00:40 |
 | Magic Stick | 66 | 91.67% | 82.4 | 50.00% | 0.00% | +2.94% | +6.25% | 0.88% | 05:01 | -01:29 | 02:53 | 04:55 | 06:38 | 17:51 | 03:45 | 02:46 |
 | Magic Wand | 66 | 91.67% | 79.4 | 50.00% | 0.00% | -14.71% | +25.00% | 9.93% | 06:55 | -01:29 | 05:11 | 06:07 | 09:11 | 18:19 | 04:00 | 02:57 |
 | Bottle | 49 | 68.06% | 76.5 | 51.02% | +3.19% | +15.65% | +7.31% | -8.34% | 01:29 | 00:39 | 01:18 | 01:30 | 01:40 | 02:02 | 00:22 | 00:16 |
 | Wind Lace | 61 | 84.72% | 73.5 | 49.18% | -5.37% | -9.18% | +10.82% | 6.63% | 05:06 | -01:29 | 03:48 | 04:46 | 06:49 | 11:43 | 03:01 | 02:14 |
 | Black King Bar | 66 | 91.67% | 70.6 | 46.97% | -36.36% | +23.62% | -9.47% | -10.62% | 20:08 | 15:41 | 17:53 | 19:10 | 21:00 | 38:33 | 03:07 | 02:18 |
 | Null Talisman | 19 | 26.39% | 67.6 | 57.89% | +10.72% | -17.89% | +2.11% | 7.84% | 03:01 | -01:30 | 01:46 | 03:06 | 04:19 | 07:11 | 02:33 | 01:53 |
 | Witch Blade | 9 | 12.50% | 64.7 | 66.67% | +19.05% | +33.33% | -16.67% | 0.00% | 27:00 | 13:01 | 27:12 | 27:56 | 29:47 | 31:55 | 02:35 | 01:54 |
 | Tranquil Boots | 15 | 20.83% | 61.8 | 53.33% | +4.21% | -3.33% | -28.33% | -3.03% | 10:59 | 04:18 | 05:16 | 11:17 | 13:31 | 20:29 | 08:15 | 06:06 |
 | Chainmail | 10 | 13.89% | 58.8 | 60.00% | +11.61% | +40.00% | -10.00% | 0.00% | 27:07 | 11:24 | 26:47 | 27:56 | 29:52 | 32:56 | 03:05 | 02:17 |
 | Force Staff | 15 | 20.83% | 55.9 | 46.67% | -4.21% | +53.33% | -21.67% | -11.42% | 31:11 | 24:12 | 25:02 | 29:10 | 31:36 | 48:23 | 06:34 | 04:51 |
 | Fluffy Hat | 15 | 20.83% | 52.9 | 46.67% | -4.21% | +28.33% | -21.67% | -7.18% | 30:36 | 20:42 | 24:38 | 29:01 | 31:36 | 48:23 | 06:58 | 05:09 |
 | Ring of Health | 16 | 22.22% | 50.0 | 43.75% | -8.04% | +6.25% | +31.25% | 2.40% | 36:52 | 25:08 | 32:19 | 37:57 | 42:44 | 45:20 | 10:25 | 07:42 |
 | Aeon Disk | 2 | 2.78% | 47.1 | 100.00% | +51.43% | 0.00% | 0.00% | 0.00% | 35:09 | 34:05 | 34:05 | 36:12 | 36:12 | 36:12 | 02:07 | 01:34 |
 | Drum of Endurance | 17 | 23.61% | 44.1 | 41.18% | -11.55% | +33.82% | +8.82% | -19.48% | 10:20 | 07:23 | 09:34 | 10:14 | 10:51 | 12:36 | 01:17 | 00:57 |
 | Boots of Bearing | 11 | 15.28% | 41.2 | 45.45% | -5.37% | -12.12% | +21.22% | 8.34% | 19:52 | 15:08 | 16:58 | 20:09 | 20:58 | 23:26 | 04:00 | 02:57 |
 | Shadow Blade | 1 | 1.39% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:37 | 21:37 | 21:37 | 21:37 | 21:37 | 21:37 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.39% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:45 | 42:45 | 42:45 | 42:45 | 42:45 | 42:45 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.39% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.39% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 1.39% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:40 | 51:40 | 51:40 | 51:40 | 51:40 | 51:40 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 1.39% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:08 | 39:08 | 39:08 | 39:08 | 39:08 | 39:08 | 00:00 | 00:00 |
 | Refresher Orb | 10 | 13.89% | 20.6 | 30.00% | -23.23% | -30.00% | +20.00% | 0.00% | 40:05 | 35:02 | 37:13 | 38:14 | 43:53 | 45:20 | 06:40 | 04:56 |
 | Lotus Orb | 2 | 2.78% | 17.6 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 29:24 | 26:29 | 26:29 | 32:19 | 32:19 | 32:19 | 05:50 | 04:19 |
 | Aghanim's Scepter | 3 | 4.17% | 14.7 | 33.33% | -17.39% | -33.33% | 0.00% | 0.00% | 45:42 | 41:04 | 41:04 | 41:17 | 54:44 | 54:44 | 13:40 | 10:07 |
 | Quelling Blade | 4 | 5.56% | 11.8 | 25.00% | -26.47% | -25.00% | -25.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Arcane Boots | 2 | 2.78% | 8.8 | 0.00% | -51.43% | 0.00% | 0.00% | 0.00% | 26:59 | 15:05 | 15:05 | 38:52 | 38:52 | 38:52 | 23:47 | 17:37 |
 | Ring of Basilius | 1 | 1.39% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:47 | 06:47 | 06:47 | 06:47 | 06:47 | 06:47 | 00:00 | 00:00 |
 | Bracer | 1 | 1.39% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:34 | 01:34 | 01:34 | 01:34 | 01:34 | 01:34 | 00:00 | 00:00 |