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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 | |
Void Stone | 16 | 28.57% | 100.0 | 87.50% | +42.50% | -12.50% | -12.50% | 0.00% | 35:17 | 23:03 | 31:34 | 34:27 | 38:03 | 46:38 | 06:29 | 04:48 | |
Refresher Orb | 14 | 25.00% | 97.6 | 85.71% | +38.09% | +14.29% | -19.04% | -4.89% | 38:11 | 29:41 | 34:08 | 36:50 | 40:57 | 48:25 | 06:49 | 05:02 | |
Shiva's Guard | 22 | 39.29% | 95.2 | 77.27% | +33.15% | +22.73% | -37.27% | -12.16% | 33:50 | 26:55 | 30:53 | 34:43 | 35:49 | 39:00 | 04:56 | 03:39 | |
Boots of Travel | 9 | 16.07% | 92.9 | 88.89% | +37.83% | -38.89% | +11.11% | 3.26% | 36:59 | 24:36 | 25:39 | 39:16 | 40:59 | 49:06 | 15:20 | 11:21 | |
Ring of Health | 44 | 78.57% | 90.5 | 65.91% | +40.91% | +15.91% | -11.36% | -19.03% | 04:44 | 01:20 | 02:58 | 03:27 | 04:24 | 38:02 | 01:26 | 01:03 | |
Vanguard | 33 | 58.93% | 88.1 | 66.67% | +23.19% | +20.83% | -4.17% | -8.33% | 07:23 | 05:19 | 05:53 | 06:46 | 08:53 | 11:39 | 03:00 | 02:13 | |
Aghanim's Scepter | 51 | 91.07% | 85.7 | 60.78% | +40.78% | +8.45% | -14.63% | -10.41% | 17:30 | 12:42 | 16:08 | 17:10 | 18:21 | 22:41 | 02:13 | 01:38 | |
Blink Dagger | 50 | 89.29% | 83.3 | 60.00% | +26.67% | +1.54% | -18.33% | -2.92% | 24:01 | 13:15 | 20:04 | 23:42 | 26:52 | 44:11 | 06:48 | 05:02 | |
Boots of Speed | 56 | 100.00% | 81.0 | 57.14% | +57.14% | -14.28% | -14.28% | 0.00% | 05:18 | 01:29 | 02:52 | 05:45 | 07:02 | 09:57 | 04:10 | 03:05 | |
Black King Bar | 44 | 78.57% | 78.6 | 59.09% | +9.09% | +22.73% | -4.54% | -7.05% | 25:24 | 21:35 | 23:20 | 24:48 | 27:12 | 33:06 | 03:52 | 02:51 | |
Chainmail | 46 | 82.14% | 76.2 | 58.70% | +8.70% | -17.03% | -4.15% | 2.64% | 07:20 | 02:19 | 04:17 | 07:39 | 09:10 | 13:24 | 04:53 | 03:37 | |
Phase Boots | 46 | 82.14% | 73.8 | 58.70% | +8.70% | -17.03% | -13.25% | 1.16% | 08:45 | 04:39 | 06:46 | 08:59 | 10:02 | 14:01 | 03:16 | 02:25 | |
Overwhelming Blink | 7 | 12.50% | 71.4 | 85.71% | +32.65% | -35.71% | +14.29% | 11.54% | 39:17 | 34:30 | 37:10 | 40:53 | 41:30 | 42:08 | 04:20 | 03:12 | |
Magic Wand | 33 | 58.93% | 69.0 | 60.61% | +8.44% | +1.89% | +26.89% | 6.61% | 09:29 | 03:15 | 07:09 | 08:58 | 10:56 | 18:02 | 03:47 | 02:48 | |
Magic Stick | 45 | 80.36% | 66.7 | 55.56% | -8.08% | -1.01% | -19.20% | -18.19% | 00:46 | -01:29 | -01:29 | -01:29 | 02:16 | 17:31 | 03:45 | 02:46 | |
Ring of Protection | 43 | 76.79% | 64.3 | 55.81% | -5.73% | -1.26% | +7.83% | 0.00% | -00:59 | -01:29 | -01:29 | -01:29 | -01:29 | 10:06 | 00:00 | 00:00 | |
Soul Ring | 6 | 10.71% | 61.9 | 83.33% | +29.33% | -33.33% | +16.67% | 0.00% | 09:36 | 07:02 | 07:56 | 08:02 | 10:07 | 15:08 | 02:11 | 01:37 | |
Quelling Blade | 27 | 48.21% | 59.5 | 55.56% | -3.06% | -12.70% | +1.58% | 0.00% | -00:43 | -01:29 | -01:29 | -01:29 | -01:29 | 14:49 | 00:00 | 00:00 | |
Wind Lace | 12 | 21.43% | 57.1 | 58.33% | +1.51% | -25.00% | +41.67% | 9.93% | 10:04 | -01:29 | 05:37 | 11:14 | 12:20 | 18:32 | 06:43 | 04:58 | |
Hood of Defiance | 11 | 19.64% | 54.8 | 54.55% | -3.23% | -21.22% | +12.12% | 8.23% | 09:27 | 05:34 | 05:43 | 07:35 | 09:46 | 28:50 | 04:03 | 03:00 | |
Aghanim's Shard | 4 | 7.14% | 52.4 | 75.00% | +19.23% | +25.00% | +25.00% | 0.00% | 33:14 | 27:48 | 27:48 | 29:51 | 32:31 | 42:47 | 04:43 | 03:29 | |
Lotus Orb | 4 | 7.14% | 50.0 | 75.00% | +19.23% | +25.00% | +25.00% | 0.00% | 30:10 | 25:18 | 25:18 | 28:58 | 31:54 | 34:28 | 06:36 | 04:53 | |
Ghost Scepter | 2 | 3.57% | 47.6 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 38:37 | 37:05 | 37:05 | 40:09 | 40:09 | 40:09 | 03:04 | 02:16 | |
Wraith Band | 2 | 3.57% | 45.2 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 02:05 | 01:43 | 01:43 | 02:27 | 02:27 | 02:27 | 00:44 | 00:32 | |
Kaya | 6 | 10.71% | 42.9 | 50.00% | -8.00% | 0.00% | +50.00% | 0.00% | 37:00 | 18:33 | 31:42 | 33:19 | 45:08 | 50:50 | 13:26 | 09:57 | |
Sange | 6 | 10.71% | 40.5 | 50.00% | -8.00% | +50.00% | +50.00% | 0.00% | 32:14 | 18:31 | 29:38 | 29:41 | 33:13 | 50:50 | 03:35 | 02:39 | |
Kaya and Sange | 3 | 5.36% | 38.1 | 66.67% | +10.07% | +33.33% | 0.00% | 0.00% | 34:54 | 21:44 | 21:44 | 32:09 | 50:50 | 50:50 | 29:06 | 21:33 | |
Aghanim's Blessing | 1 | 1.79% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:51 | 49:51 | 49:51 | 49:51 | 49:51 | 49:51 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 1.79% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:52 | 29:52 | 29:52 | 29:52 | 29:52 | 29:52 | 00:00 | 00:00 | |
Linken's Sphere | 1 | 1.79% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:01 | 36:01 | 36:01 | 36:01 | 36:01 | 36:01 | 00:00 | 00:00 | |
Ethereal Blade | 1 | 1.79% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:04 | 43:04 | 43:04 | 43:04 | 43:04 | 43:04 | 00:00 | 00:00 | |
Mask of Madness | 1 | 1.79% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 00:00 | 00:00 | |
Blade Mail | 1 | 1.79% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:20 | 15:20 | 15:20 | 15:20 | 15:20 | 15:20 | 00:00 | 00:00 | |
Heart of Tarrasque | 1 | 1.79% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:11 | 36:11 | 36:11 | 36:11 | 36:11 | 36:11 | 00:00 | 00:00 | |
Morbid Mask | 1 | 1.79% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 00:00 | 00:00 | |
Eternal Shroud | 1 | 1.79% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:50 | 23:50 | 23:50 | 23:50 | 23:50 | 23:50 | 00:00 | 00:00 | |
Bottle | 4 | 7.14% | 14.3 | 25.00% | -34.62% | -25.00% | +75.00% | 0.00% | 01:21 | 01:07 | 01:07 | 01:11 | 01:25 | 01:39 | 00:18 | 00:13 | |
Arcane Boots | 1 | 1.79% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:44 | 09:44 | 09:44 | 09:44 | 09:44 | 09:44 | 00:00 | 00:00 | |
Tranquil Boots | 1 | 1.79% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:27 | 06:27 | 06:27 | 06:27 | 06:27 | 06:27 | 00:00 | 00:00 | |
Glimmer Cape | 1 | 1.79% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:26 | 28:26 | 28:26 | 28:26 | 28:26 | 28:26 | 00:00 | 00:00 | |
Force Staff | 1 | 1.79% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 00:00 | 00:00 | |
Fluffy Hat | 1 | 1.79% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:28 | 15:28 | 15:28 | 15:28 | 15:28 | 15:28 | 00:00 | 00:00 |