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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 | 6 | 35.29% | 100.0 | 83.33% | +56.06% | +16.67% | +16.67% | 0.00% | 33:56 | 27:06 | 28:44 | 29:17 | 39:14 | 43:38 | 10:30 | 07:46 |
 | Boots of Bearing | 3 | 17.65% | 97.6 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 23:21 | 22:47 | 22:47 | 22:54 | 24:22 | 24:22 | 01:35 | 01:10 |
 | Tranquil Boots | 3 | 17.65% | 95.2 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 21:56 | 21:08 | 21:08 | 21:23 | 23:18 | 23:18 | 02:10 | 01:36 |
 | Aether Lens | 7 | 41.18% | 92.9 | 71.43% | +41.43% | -21.43% | -21.43% | 0.00% | 31:00 | 23:55 | 24:54 | 28:05 | 34:29 | 42:26 | 09:35 | 07:05 |
 | Magic Wand | 14 | 82.35% | 90.5 | 57.14% | +57.14% | -7.14% | -23.81% | -6.58% | 05:13 | -01:29 | 04:44 | 05:21 | 07:16 | 11:10 | 02:32 | 01:52 |
 | Void Stone | 8 | 47.06% | 88.1 | 62.50% | +29.17% | -12.50% | -12.50% | 0.00% | 25:23 | 07:58 | 08:03 | 24:41 | 34:07 | 41:47 | 26:04 | 19:18 |
 | Black King Bar | 16 | 94.12% | 85.7 | 50.00% | +50.00% | +25.00% | +25.00% | 0.00% | 19:02 | 14:13 | 15:29 | 17:02 | 19:43 | 30:41 | 04:14 | 03:08 |
 | Blink Dagger | 17 | 100.00% | 83.3 | 47.06% | +47.06% | +27.94% | -22.06% | -15.23% | 20:11 | 15:57 | 18:09 | 19:26 | 21:26 | 25:58 | 03:17 | 02:25 |
 | Boots of Speed | 17 | 100.00% | 81.0 | 47.06% | +47.06% | +2.94% | +2.94% | 0.00% | 02:51 | -01:29 | 01:52 | 03:15 | 03:26 | 07:42 | 01:34 | 01:09 |
 | Ring of Health | 4 | 23.53% | 78.6 | 75.00% | +36.54% | +25.00% | +25.00% | 0.00% | 13:20 | 03:05 | 03:05 | 04:39 | 06:52 | 38:44 | 03:47 | 02:48 |
 | Aghanim's Shard | 9 | 52.94% | 76.2 | 55.56% | +18.06% | -5.56% | +44.44% | 3.73% | 29:52 | 20:27 | 20:29 | 29:26 | 33:54 | 44:51 | 13:25 | 09:56 |
 | Shiva's Guard | 9 | 52.94% | 73.8 | 55.56% | +18.06% | +44.44% | +44.44% | 0.00% | 30:10 | 22:10 | 23:14 | 27:41 | 34:30 | 48:17 | 11:16 | 08:20 |
 | Refresher Orb | 2 | 11.76% | 71.4 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 47:05 | 39:01 | 39:01 | 55:08 | 55:08 | 55:08 | 16:07 | 11:56 |
 | Overwhelming Blink | 2 | 11.76% | 69.0 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 33:47 | 32:41 | 32:41 | 34:53 | 34:53 | 34:53 | 02:12 | 01:37 |
 | Magic Stick | 12 | 70.59% | 66.7 | 50.00% | +10.00% | +16.67% | +16.67% | 0.00% | 04:18 | -01:29 | 02:15 | 02:51 | 05:42 | 10:07 | 03:27 | 02:33 |
 | Hand of Midas | 11 | 64.71% | 64.3 | 45.45% | -4.55% | -12.12% | +21.22% | 6.97% | 11:16 | 06:23 | 08:02 | 10:26 | 12:49 | 16:48 | 04:47 | 03:32 |
 | Chainmail | 8 | 47.06% | 61.9 | 50.00% | +5.56% | +50.00% | -50.00% | -46.15% | 06:49 | 05:01 | 05:17 | 06:25 | 07:27 | 09:05 | 02:10 | 01:36 |
 | Bottle | 5 | 29.41% | 59.5 | 60.00% | +18.33% | +40.00% | +40.00% | 0.00% | 01:34 | 01:24 | 01:24 | 01:29 | 01:31 | 01:57 | 00:07 | 00:05 |
 | Wind Lace | 12 | 70.59% | 57.1 | 41.67% | -18.33% | -41.67% | -8.34% | 13.60% | 08:25 | 01:56 | 06:40 | 07:30 | 09:07 | 14:35 | 02:27 | 01:48 |
 | Quelling Blade | 12 | 70.59% | 54.8 | 41.67% | -18.33% | -41.67% | -8.34% | 33.33% | 00:21 | -01:29 | -01:29 | -01:29 | -01:26 | 18:38 | 00:03 | 00:02 |
 | Phase Boots | 6 | 35.29% | 52.4 | 50.00% | +4.55% | +50.00% | -50.00% | -34.68% | 07:22 | 05:30 | 06:05 | 06:26 | 08:58 | 09:42 | 02:53 | 02:08 |
 | Arcane Boots | 6 | 35.29% | 50.0 | 50.00% | +4.55% | 0.00% | +50.00% | 13.82% | 08:06 | 04:04 | 06:26 | 07:33 | 10:03 | 10:38 | 03:37 | 02:40 |
 | Drum of Endurance | 6 | 35.29% | 47.6 | 50.00% | +4.55% | +50.00% | -50.00% | -96.77% | 11:06 | 09:29 | 10:44 | 10:45 | 11:46 | 13:04 | 01:02 | 00:45 |
 | Aghanim's Scepter | 6 | 35.29% | 45.2 | 50.00% | +4.55% | 0.00% | +50.00% | 7.26% | 34:48 | 29:41 | 30:44 | 30:59 | 37:37 | 45:07 | 06:53 | 05:05 |
 | Boots of Travel | 4 | 23.53% | 42.9 | 50.00% | +3.85% | +50.00% | -50.00% | 0.00% | 36:55 | 31:40 | 31:40 | 34:54 | 36:07 | 44:58 | 04:27 | 03:17 |
 | Sange and Yasha | 1 | 5.88% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:07 | 52:07 | 52:07 | 52:07 | 52:07 | 52:07 | 00:00 | 00:00 |
 | Moon Shard | 1 | 5.88% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:43 | 58:43 | 58:43 | 58:43 | 58:43 | 58:43 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 5.88% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:07 | 52:07 | 52:07 | 52:07 | 52:07 | 52:07 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 5.88% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:20 | 48:20 | 48:20 | 48:20 | 48:20 | 48:20 | 00:00 | 00:00 |
 | Vanguard | 1 | 5.88% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:21 | 09:21 | 09:21 | 09:21 | 09:21 | 09:21 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 5.88% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 00:00 | 00:00 |
 | Wraith Band | 6 | 35.29% | 26.2 | 33.33% | -21.22% | +16.67% | +66.67% | 50.00% | 00:28 | -01:29 | -01:06 | -00:49 | 01:56 | 02:21 | 03:02 | 02:14 |
 | Crown | 2 | 11.76% | 23.8 | 50.00% | +3.33% | -50.00% | 0.00% | 0.00% | 06:45 | 04:37 | 04:37 | 08:53 | 08:53 | 08:53 | 04:16 | 03:09 |
 | Meteor Hammer | 2 | 11.76% | 21.4 | 50.00% | +3.33% | -50.00% | 0.00% | 0.00% | 08:54 | 08:05 | 08:05 | 09:43 | 09:43 | 09:43 | 01:38 | 01:12 |
 | Guardian Greaves | 2 | 11.76% | 19.0 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 12:45 | 12:28 | 12:28 | 13:02 | 13:02 | 13:02 | 00:34 | 00:25 |
 | Mekansm | 2 | 11.76% | 16.7 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 08:39 | 08:06 | 08:06 | 09:11 | 09:11 | 09:11 | 01:05 | 00:48 |
 | Buckler | 2 | 11.76% | 14.3 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 11:25 | 11:11 | 11:11 | 11:38 | 11:38 | 11:38 | 00:27 | 00:20 |
 | Headdress | 2 | 11.76% | 11.9 | 50.00% | +3.33% | -50.00% | 0.00% | 0.00% | 02:23 | 01:46 | 01:46 | 03:00 | 03:00 | 03:00 | 01:14 | 00:54 |
 | Bracer | 2 | 11.76% | 9.5 | 50.00% | +3.33% | -50.00% | 0.00% | 0.00% | 07:20 | 05:21 | 05:21 | 09:19 | 09:19 | 09:19 | 03:58 | 02:56 |
 | Ring of Protection | 3 | 17.65% | 7.1 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 09:18 | 05:04 | 05:04 | 11:11 | 11:38 | 11:38 | 06:34 | 04:51 |
 | Fluffy Hat | 2 | 11.76% | 4.8 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 16:57 | 13:20 | 13:20 | 20:33 | 20:33 | 20:33 | 07:13 | 05:20 |
 | Force Staff | 1 | 5.88% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:09 | 22:09 | 22:09 | 22:09 | 22:09 | 22:09 | 00:00 | 00:00 |