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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 | |||||||||||||||
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Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Ring of Health | 17 | 53.13% | 100.0 | 70.59% | +30.59% | +4.41% | +4.41% | 0.00% | 27:15 | 03:34 | 21:07 | 27:58 | 30:27 | 53:24 | 09:20 | 06:54 | |
Bottle | 26 | 81.25% | 97.9 | 65.38% | +48.71% | -8.24% | +1.29% | 9.53% | 01:36 | 01:05 | 01:21 | 01:31 | 01:43 | 02:32 | 00:22 | 00:16 | |
Blink Dagger | 21 | 65.63% | 95.7 | 66.67% | +30.31% | -6.67% | -6.67% | 0.00% | 23:34 | 14:51 | 16:56 | 22:52 | 26:28 | 45:47 | 09:32 | 07:03 | |
Magic Wand | 30 | 93.75% | 93.6 | 60.00% | +60.00% | +2.50% | -17.14% | -4.50% | 07:46 | 01:08 | 03:56 | 06:23 | 08:18 | 27:28 | 04:22 | 03:14 | |
Aghanim's Shard | 19 | 59.38% | 91.5 | 63.16% | +17.01% | +16.84% | +16.84% | 0.00% | 23:23 | 15:01 | 18:42 | 21:14 | 28:23 | 33:54 | 09:41 | 07:10 | |
Quelling Blade | 32 | 100.00% | 89.4 | 56.25% | +56.25% | -18.75% | +6.25% | 0.00% | -01:26 | -01:29 | -01:29 | -01:29 | -01:29 | 00:09 | 00:00 | 00:00 | |
Boots of Speed | 32 | 100.00% | 87.2 | 56.25% | +56.25% | +6.25% | -18.75% | -12.00% | 06:40 | 03:52 | 04:48 | 05:57 | 06:53 | 15:47 | 02:05 | 01:32 | |
Magic Stick | 32 | 100.00% | 85.1 | 56.25% | +56.25% | -18.75% | +6.25% | 15.63% | 03:48 | -01:29 | 01:41 | 02:18 | 03:17 | 17:12 | 01:36 | 01:11 | |
Blight Stone | 30 | 93.75% | 83.0 | 56.67% | +6.67% | -6.67% | -13.81% | -2.88% | 04:18 | 02:00 | 02:36 | 03:24 | 05:05 | 15:10 | 02:29 | 01:50 | |
Diffusal Blade | 28 | 87.50% | 80.9 | 57.14% | +7.14% | +14.29% | -28.57% | -22.36% | 13:18 | 10:37 | 12:05 | 13:24 | 14:00 | 17:51 | 01:55 | 01:25 | |
Skull Basher | 18 | 56.25% | 78.7 | 61.11% | +11.11% | -21.11% | +13.89% | 9.59% | 31:29 | 25:20 | 29:15 | 30:49 | 32:54 | 37:22 | 03:39 | 02:42 | |
Void Stone | 16 | 50.00% | 76.6 | 62.50% | +12.50% | +12.50% | +12.50% | 0.00% | 28:30 | 14:06 | 22:34 | 27:16 | 33:54 | 44:37 | 11:20 | 08:23 | |
Power Treads | 14 | 43.75% | 74.5 | 64.29% | +14.29% | -14.29% | +2.38% | 13.16% | 16:22 | 12:50 | 15:31 | 16:08 | 16:47 | 23:30 | 01:16 | 00:56 | |
Linken's Sphere | 14 | 43.75% | 72.3 | 64.29% | +14.29% | -14.29% | +2.38% | 1.65% | 28:34 | 20:59 | 23:23 | 27:19 | 33:31 | 40:02 | 10:08 | 07:30 | |
Black King Bar | 12 | 37.50% | 70.2 | 66.67% | +16.67% | 0.00% | -33.34% | -8.41% | 25:27 | 19:29 | 22:43 | 25:30 | 26:41 | 32:56 | 03:58 | 02:56 | |
Vanguard | 3 | 9.38% | 68.1 | 100.00% | +48.28% | 0.00% | 0.00% | 0.00% | 31:17 | 10:00 | 10:00 | 30:27 | 53:25 | 53:25 | 43:25 | 32:09 | |
Orb of Venom | 25 | 78.13% | 66.0 | 52.00% | -19.43% | -35.33% | -2.00% | 11.83% | 07:04 | 01:45 | 04:11 | 05:08 | 07:00 | 17:35 | 02:49 | 02:05 | |
Fluffy Hat | 25 | 78.13% | 63.8 | 52.00% | -19.43% | -2.00% | -18.67% | -6.21% | 07:26 | 03:14 | 04:20 | 05:54 | 07:01 | 17:35 | 02:41 | 01:59 | |
Orb of Corrosion | 25 | 78.13% | 61.7 | 52.00% | -19.43% | +31.33% | -18.67% | -16.95% | 08:25 | 04:06 | 05:10 | 06:51 | 08:07 | 18:11 | 02:57 | 02:11 | |
Aghanim's Scepter | 5 | 15.63% | 59.6 | 80.00% | +28.15% | +20.00% | -80.00% | -10.15% | 28:31 | 22:21 | 22:21 | 28:53 | 32:12 | 35:01 | 09:51 | 07:17 | |
Gleipnir | 2 | 6.25% | 57.4 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 55:15 | 49:10 | 49:10 | 1:01:19 | 1:01:19 | 1:01:19 | 12:09 | 09:00 | |
Crown | 2 | 6.25% | 55.3 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 54:32 | 49:10 | 49:10 | 59:53 | 59:53 | 59:53 | 10:43 | 07:56 | |
Octarine Core | 2 | 6.25% | 53.2 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 44:00 | 37:52 | 37:52 | 50:07 | 50:07 | 50:07 | 12:15 | 09:04 | |
Aether Lens | 2 | 6.25% | 51.1 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 41:37 | 37:52 | 37:52 | 45:22 | 45:22 | 45:22 | 07:30 | 05:33 | |
Abyssal Blade | 2 | 6.25% | 48.9 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 41:59 | 30:33 | 30:33 | 53:25 | 53:25 | 53:25 | 22:52 | 16:56 | |
Rod of Atos | 2 | 6.25% | 46.8 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 54:42 | 49:10 | 49:10 | 60:14 | 60:14 | 60:14 | 11:04 | 08:11 | |
Aeon Disk | 3 | 9.38% | 44.7 | 66.67% | +11.50% | +33.33% | 0.00% | 0.00% | 37:49 | 34:52 | 34:52 | 37:07 | 41:29 | 41:29 | 06:37 | 04:54 | |
Javelin | 3 | 9.38% | 42.6 | 66.67% | +11.50% | -66.67% | 0.00% | 0.00% | 50:09 | 43:44 | 43:44 | 49:10 | 57:32 | 57:32 | 13:48 | 10:13 | |
Maelstrom | 3 | 9.38% | 40.4 | 66.67% | +11.50% | -66.67% | 0.00% | 0.00% | 50:09 | 43:44 | 43:44 | 49:10 | 57:32 | 57:32 | 13:48 | 10:13 | |
Arcane Boots | 11 | 34.38% | 38.3 | 36.36% | -30.31% | -3.03% | +63.64% | 16.74% | 09:53 | 06:41 | 07:53 | 09:22 | 11:52 | 14:09 | 03:59 | 02:57 | |
Soul Ring | 1 | 3.13% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:58 | 05:58 | 05:58 | 05:58 | 05:58 | 05:58 | 00:00 | 00:00 | |
Eye of Skadi | 1 | 3.13% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:27 | 55:27 | 55:27 | 55:27 | 55:27 | 55:27 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 3.13% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:08 | 58:08 | 58:08 | 58:08 | 58:08 | 58:08 | 00:00 | 00:00 | |
Satanic | 1 | 3.13% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:55 | 34:55 | 34:55 | 34:55 | 34:55 | 34:55 | 00:00 | 00:00 | |
Shiva's Guard | 2 | 6.25% | 27.7 | 50.00% | -6.67% | +50.00% | 0.00% | 0.00% | 39:50 | 38:23 | 38:23 | 41:17 | 41:17 | 41:17 | 02:54 | 02:08 | |
Ring of Protection | 2 | 6.25% | 25.5 | 50.00% | -6.67% | +50.00% | 0.00% | 0.00% | 19:18 | 05:28 | 05:28 | 33:08 | 33:08 | 33:08 | 27:40 | 20:29 | |
Refresher Orb | 2 | 6.25% | 23.4 | 50.00% | -6.67% | +50.00% | 0.00% | 0.00% | 41:24 | 40:12 | 40:12 | 42:36 | 42:36 | 42:36 | 02:24 | 01:46 | |
Morbid Mask | 2 | 6.25% | 21.3 | 50.00% | -6.67% | -50.00% | 0.00% | 0.00% | 33:48 | 33:09 | 33:09 | 34:27 | 34:27 | 34:27 | 01:18 | 00:57 | |
Eul's Scepter of Divinity | 1 | 3.13% | 19.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:24 | 37:24 | 37:24 | 37:24 | 37:24 | 37:24 | 00:00 | 00:00 | |
Wind Lace | 1 | 3.13% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:05 | 37:05 | 37:05 | 37:05 | 37:05 | 37:05 | 00:00 | 00:00 | |
Vladmir's Offering | 1 | 3.13% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:09 | 33:09 | 33:09 | 33:09 | 33:09 | 33:09 | 00:00 | 00:00 | |
Wraith Band | 1 | 3.13% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:20 | 05:20 | 05:20 | 05:20 | 05:20 | 05:20 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 3.13% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:12 | 22:12 | 22:12 | 22:12 | 22:12 | 22:12 | 00:00 | 00:00 | |
Buckler | 1 | 3.13% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:09 | 33:09 | 33:09 | 33:09 | 33:09 | 33:09 | 00:00 | 00:00 | |
Sange | 1 | 3.13% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:40 | 20:40 | 20:40 | 20:40 | 20:40 | 20:40 | 00:00 | 00:00 | |
Bracer | 3 | 9.38% | 4.3 | 0.00% | -62.07% | 0.00% | 0.00% | 0.00% | 01:49 | -01:29 | -01:29 | 01:53 | 05:04 | 05:04 | 06:33 | 04:51 | |
Ring of Basilius | 1 | 3.13% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:09 | 33:09 | 33:09 | 33:09 | 33:09 | 33:09 | 00:00 | 00:00 |