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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 | |
Bottle | 4 | 17.39% | 100.0 | 100.00% | +73.68% | 0.00% | 0.00% | 0.00% | 01:38 | 01:27 | 01:27 | 01:34 | 01:38 | 01:54 | 00:11 | 00:08 | |
Blink Dagger | 8 | 34.78% | 97.8 | 75.00% | +55.00% | +25.00% | -25.00% | -9.74% | 27:23 | 18:25 | 24:39 | 25:20 | 29:47 | 36:08 | 05:08 | 03:48 | |
Fluffy Hat | 7 | 30.43% | 95.6 | 71.43% | +46.43% | -21.43% | -21.43% | 0.00% | 14:10 | 07:54 | 08:14 | 11:14 | 11:27 | 24:59 | 03:13 | 02:22 | |
Orb of Venom | 8 | 34.78% | 93.3 | 62.50% | +35.83% | +37.50% | +37.50% | 0.00% | 04:41 | -01:29 | -01:29 | 02:18 | 07:54 | 11:14 | 09:23 | 06:57 | |
Orb of Corrosion | 4 | 17.39% | 91.1 | 75.00% | +43.42% | +25.00% | +25.00% | 0.00% | 09:43 | 07:54 | 07:54 | 09:03 | 10:34 | 11:20 | 02:40 | 01:58 | |
Arcane Boots | 4 | 17.39% | 88.9 | 75.00% | +43.42% | +25.00% | +25.00% | 0.00% | 11:02 | 09:00 | 09:00 | 09:13 | 11:48 | 14:07 | 02:48 | 02:04 | |
Overwhelming Blink | 2 | 8.70% | 86.7 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 31:36 | 29:21 | 29:21 | 33:51 | 33:51 | 33:51 | 04:30 | 03:20 | |
Boots of Speed | 23 | 100.00% | 84.4 | 39.13% | +39.13% | -22.46% | +10.87% | 16.26% | 04:33 | -01:29 | 03:54 | 04:46 | 05:57 | 09:31 | 02:03 | 01:31 | |
Quelling Blade | 13 | 56.52% | 82.2 | 46.15% | +16.15% | -12.82% | +20.52% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 | |
Ring of Protection | 18 | 78.26% | 80.0 | 38.89% | -1.11% | -18.89% | +11.11% | 6.41% | 07:01 | 01:17 | 02:40 | 03:39 | 07:21 | 46:17 | 04:41 | 03:28 | |
Phase Boots | 15 | 65.22% | 77.8 | 40.00% | +2.50% | -15.00% | -15.00% | 0.00% | 08:33 | 06:21 | 07:23 | 08:28 | 09:25 | 11:39 | 02:02 | 01:30 | |
Soul Ring | 15 | 65.22% | 75.6 | 40.00% | +2.50% | -40.00% | +10.00% | 31.58% | 04:47 | 02:17 | 03:13 | 03:48 | 04:48 | 10:17 | 01:35 | 01:10 | |
Magic Wand | 19 | 82.61% | 73.3 | 36.84% | -13.16% | +3.16% | +3.16% | 0.00% | 07:45 | -01:29 | 03:10 | 07:23 | 10:56 | 24:50 | 07:46 | 05:45 | |
Blight Stone | 12 | 52.17% | 71.1 | 41.67% | +5.31% | +25.00% | +25.00% | 0.00% | 16:59 | 07:54 | 10:34 | 13:28 | 23:36 | 29:11 | 13:02 | 09:39 | |
Chainmail | 16 | 69.57% | 68.9 | 37.50% | -5.36% | +12.50% | -12.50% | -7.54% | 07:46 | 04:45 | 05:38 | 07:56 | 08:57 | 12:30 | 03:19 | 02:27 | |
Desolator | 9 | 39.13% | 66.7 | 44.44% | +8.73% | +55.56% | -44.44% | -9.79% | 23:58 | 14:30 | 18:22 | 26:20 | 28:35 | 30:48 | 10:13 | 07:34 | |
Black King Bar | 13 | 56.52% | 64.4 | 38.46% | -1.54% | -38.46% | -38.46% | 0.00% | 22:28 | 16:22 | 18:27 | 20:06 | 23:54 | 42:52 | 05:27 | 04:02 | |
Aghanim's Shard | 19 | 82.61% | 62.2 | 31.58% | -43.42% | +28.42% | -31.58% | -7.91% | 22:37 | 15:01 | 15:27 | 19:20 | 23:02 | 54:16 | 07:35 | 05:37 | |
Magic Stick | 19 | 82.61% | 60.0 | 31.58% | -43.42% | -11.58% | -11.58% | 0.00% | 03:15 | -01:29 | -01:28 | 03:01 | 03:57 | 14:44 | 05:25 | 04:00 | |
Aghanim's Scepter | 6 | 26.09% | 57.8 | 50.00% | +14.71% | 0.00% | +50.00% | 6.13% | 28:44 | 22:36 | 23:33 | 25:32 | 31:42 | 40:54 | 08:09 | 06:02 | |
Holy Locket | 3 | 13.04% | 55.6 | 66.67% | +31.67% | +33.33% | 0.00% | 0.00% | 23:03 | 15:45 | 15:45 | 25:12 | 28:11 | 28:11 | 12:26 | 09:12 | |
Headdress | 3 | 13.04% | 53.3 | 66.67% | +31.67% | +33.33% | 0.00% | 0.00% | 21:50 | 13:25 | 13:25 | 24:46 | 27:20 | 27:20 | 13:55 | 10:18 | |
Lotus Orb | 1 | 4.35% | 51.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:04 | 27:04 | 27:04 | 27:04 | 27:04 | 27:04 | 00:00 | 00:00 | |
Bracer | 6 | 26.09% | 48.9 | 33.33% | -7.85% | +16.67% | -33.33% | -50.00% | 02:06 | 01:04 | 01:42 | 01:50 | 02:08 | 03:44 | 00:26 | 00:19 | |
Skull Basher | 6 | 26.09% | 46.7 | 33.33% | -7.85% | -33.33% | -33.33% | 0.00% | 27:56 | 22:12 | 26:14 | 26:32 | 32:05 | 32:57 | 05:51 | 04:20 | |
Echo Sabre | 7 | 30.43% | 44.4 | 28.57% | -15.18% | +21.43% | -28.57% | -29.41% | 13:14 | 11:38 | 12:06 | 13:08 | 13:48 | 15:09 | 01:42 | 01:15 | |
Morbid Mask | 2 | 8.70% | 42.2 | 50.00% | +11.90% | -50.00% | 0.00% | 0.00% | 33:07 | 19:57 | 19:57 | 46:17 | 46:17 | 46:17 | 26:20 | 19:30 | |
Ring of Health | 2 | 8.70% | 40.0 | 50.00% | +11.90% | +50.00% | 0.00% | 0.00% | 35:28 | 26:41 | 26:41 | 44:14 | 44:14 | 44:14 | 17:33 | 13:00 | |
Wraith Pact | 2 | 8.70% | 37.8 | 50.00% | +11.90% | -50.00% | 0.00% | 0.00% | 38:45 | 29:18 | 29:18 | 48:11 | 48:11 | 48:11 | 18:53 | 13:59 | |
Void Stone | 2 | 8.70% | 35.6 | 50.00% | +11.90% | +50.00% | 0.00% | 0.00% | 33:41 | 26:54 | 26:54 | 40:27 | 40:27 | 40:27 | 13:33 | 10:02 | |
Vladmir's Offering | 2 | 8.70% | 33.3 | 50.00% | +11.90% | -50.00% | 0.00% | 0.00% | 33:41 | 21:03 | 21:03 | 46:18 | 46:18 | 46:18 | 25:15 | 18:42 | |
Ring of Basilius | 2 | 8.70% | 31.1 | 50.00% | +11.90% | -50.00% | 0.00% | 0.00% | 29:39 | 13:00 | 13:00 | 46:17 | 46:17 | 46:17 | 33:17 | 24:39 | |
Buckler | 3 | 13.04% | 28.9 | 33.33% | -6.67% | -33.33% | 0.00% | 0.00% | 29:51 | 14:45 | 14:45 | 28:30 | 46:17 | 46:17 | 31:32 | 23:21 | |
Medallion of Courage | 1 | 4.35% | 26.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:46 | 12:46 | 12:46 | 12:46 | 12:46 | 12:46 | 00:00 | 00:00 | |
Solar Crest | 1 | 4.35% | 24.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:10 | 22:10 | 22:10 | 22:10 | 22:10 | 22:10 | 00:00 | 00:00 | |
Wind Lace | 4 | 17.39% | 22.2 | 0.00% | -47.37% | 0.00% | 0.00% | 0.00% | 05:41 | -01:29 | -01:29 | 03:06 | 08:23 | 12:43 | 09:52 | 07:18 | |
Sange | 1 | 4.35% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:42 | 36:42 | 36:42 | 36:42 | 36:42 | 36:42 | 00:00 | 00:00 | |
Glimmer Cape | 1 | 4.35% | 17.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:50 | 16:50 | 16:50 | 16:50 | 16:50 | 16:50 | 00:00 | 00:00 | |
Crown | 1 | 4.35% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:06 | 21:06 | 21:06 | 21:06 | 21:06 | 21:06 | 00:00 | 00:00 | |
Spirit Vessel | 1 | 4.35% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:31 | 15:31 | 15:31 | 15:31 | 15:31 | 15:31 | 00:00 | 00:00 | |
Divine Rapier | 1 | 4.35% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:25 | 40:25 | 40:25 | 40:25 | 40:25 | 40:25 | 00:00 | 00:00 | |
Assault Cuirass | 1 | 4.35% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:14 | 29:14 | 29:14 | 29:14 | 29:14 | 29:14 | 00:00 | 00:00 | |
Javelin | 1 | 4.35% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:37 | 39:37 | 39:37 | 39:37 | 39:37 | 39:37 | 00:00 | 00:00 | |
Refresher Orb | 1 | 4.35% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:02 | 45:02 | 45:02 | 45:02 | 45:02 | 45:02 | 00:00 | 00:00 | |
Urn of Shadows | 1 | 4.35% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:08 | 08:08 | 08:08 | 08:08 | 08:08 | 08:08 | 00:00 | 00:00 |