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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 | |
Aghanim's Shard | 27 | 37.50% | 100.0 | 62.96% | +34.07% | +8.47% | +8.47% | 0.00% | 27:40 | 20:17 | 22:52 | 26:13 | 31:43 | 43:08 | 08:51 | 06:33 | |
Heaven's Halberd | 4 | 5.56% | 97.1 | 100.00% | +61.76% | 0.00% | 0.00% | 0.00% | 30:06 | 25:56 | 25:56 | 26:35 | 31:39 | 36:15 | 05:43 | 04:14 | |
Sange | 4 | 5.56% | 94.1 | 100.00% | +61.76% | 0.00% | 0.00% | 0.00% | 28:40 | 22:54 | 22:54 | 25:27 | 31:11 | 35:09 | 08:17 | 06:08 | |
Void Stone | 29 | 40.28% | 91.2 | 55.17% | +22.61% | +1.97% | +1.97% | 0.00% | 35:10 | 20:21 | 29:09 | 33:24 | 39:13 | 55:12 | 10:04 | 07:27 | |
Ring of Health | 27 | 37.50% | 88.2 | 55.56% | +22.23% | -12.70% | +1.58% | 1.54% | 35:39 | 23:27 | 29:56 | 33:24 | 39:12 | 55:12 | 09:16 | 06:51 | |
Shiva's Guard | 46 | 63.89% | 85.3 | 50.00% | +23.08% | 0.00% | +4.55% | 0.88% | 29:05 | 23:15 | 25:58 | 28:08 | 31:09 | 43:31 | 05:11 | 03:50 | |
Hand of Midas | 69 | 95.83% | 82.4 | 43.48% | +43.48% | -8.19% | +15.34% | 12.72% | 10:52 | 06:28 | 10:08 | 10:51 | 11:59 | 14:02 | 01:51 | 01:22 | |
Magic Wand | 48 | 66.67% | 79.4 | 45.83% | +12.50% | +4.17% | -12.50% | -2.51% | 07:44 | 01:33 | 03:59 | 06:19 | 10:37 | 22:27 | 06:38 | 04:54 | |
Black King Bar | 70 | 97.22% | 76.5 | 42.86% | +42.86% | +7.14% | -7.57% | -4.77% | 18:38 | 14:44 | 16:35 | 17:55 | 19:40 | 29:23 | 03:05 | 02:17 | |
Phase Boots | 71 | 98.61% | 73.5 | 42.25% | +42.25% | +18.86% | -3.36% | -15.15% | 06:44 | 04:41 | 05:42 | 06:16 | 07:10 | 12:10 | 01:28 | 01:05 | |
Chainmail | 71 | 98.61% | 70.6 | 42.25% | +42.25% | +7.75% | -3.36% | -5.80% | 05:10 | 01:44 | 03:50 | 04:34 | 05:45 | 11:12 | 01:55 | 01:25 | |
Quelling Blade | 66 | 91.67% | 67.6 | 42.42% | +9.09% | -1.24% | -4.92% | -3.68% | -01:03 | -01:29 | -01:29 | -01:29 | -01:28 | 14:34 | 00:01 | 00:00 | |
Boots of Speed | 72 | 100.00% | 64.7 | 41.67% | +41.67% | +19.44% | -2.78% | -17.78% | 02:55 | -01:29 | 02:06 | 02:43 | 03:21 | 07:37 | 01:15 | 00:55 | |
Blink Dagger | 72 | 100.00% | 61.8 | 41.67% | +41.67% | -8.34% | -2.78% | 1.31% | 19:16 | 12:05 | 17:01 | 19:32 | 21:15 | 29:27 | 04:14 | 03:08 | |
Magic Stick | 61 | 84.72% | 58.8 | 42.62% | +6.26% | -9.29% | +4.05% | 2.61% | 03:31 | -01:29 | 00:57 | 02:18 | 06:04 | 18:31 | 05:07 | 03:47 | |
Refresher Orb | 24 | 33.33% | 55.9 | 50.00% | +12.50% | +16.67% | -16.67% | -4.15% | 38:06 | 27:55 | 32:48 | 35:01 | 40:50 | 55:12 | 08:02 | 05:57 | |
Ring of Protection | 44 | 61.11% | 52.9 | 40.91% | -1.95% | +4.54% | +4.54% | 0.00% | 02:07 | -01:29 | -01:29 | -01:28 | 05:34 | 13:08 | 07:03 | 05:13 | |
Wind Lace | 13 | 18.06% | 50.0 | 53.85% | +14.87% | -20.52% | +12.82% | 6.35% | 04:21 | -01:28 | -01:28 | 04:44 | 06:43 | 13:12 | 08:11 | 06:03 | |
Soul Ring | 37 | 51.39% | 47.1 | 40.54% | -2.32% | +3.90% | -18.32% | -4.55% | 07:15 | 01:54 | 04:29 | 06:51 | 09:22 | 13:10 | 04:53 | 03:37 | |
Overwhelming Blink | 2 | 2.78% | 44.1 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 35:09 | 31:15 | 31:15 | 39:03 | 39:03 | 39:03 | 07:48 | 05:46 | |
Fluffy Hat | 3 | 4.17% | 41.2 | 66.67% | +26.09% | +33.33% | 0.00% | 0.00% | 25:37 | 03:07 | 03:07 | 36:34 | 37:10 | 37:10 | 34:03 | 25:13 | |
Linken's Sphere | 1 | 1.39% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:09 | 27:09 | 27:09 | 27:09 | 27:09 | 27:09 | 00:00 | 00:00 | |
Falcon Blade | 1 | 1.39% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:25 | 03:25 | 03:25 | 03:25 | 03:25 | 03:25 | 00:00 | 00:00 | |
Aghanim's Scepter | 1 | 1.39% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:17 | 29:17 | 29:17 | 29:17 | 29:17 | 29:17 | 00:00 | 00:00 | |
Aether Lens | 1 | 1.39% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 00:00 | 00:00 | |
Octarine Core | 1 | 1.39% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:46 | 31:46 | 31:46 | 31:46 | 31:46 | 31:46 | 00:00 | 00:00 | |
Aeon Disk | 5 | 6.94% | 23.5 | 40.00% | -1.79% | +60.00% | -40.00% | 0.00% | 36:20 | 24:13 | 24:13 | 35:30 | 39:32 | 46:56 | 15:19 | 11:20 | |
Bottle | 8 | 11.11% | 20.6 | 25.00% | -18.75% | +25.00% | +25.00% | 0.00% | 01:29 | 01:05 | 01:06 | 01:29 | 01:39 | 01:51 | 00:33 | 00:24 | |
Arcane Blink | 2 | 2.78% | 17.6 | 50.00% | +8.57% | +50.00% | 0.00% | 0.00% | 43:15 | 39:37 | 39:37 | 46:52 | 46:52 | 46:52 | 07:15 | 05:22 | |
Force Staff | 2 | 2.78% | 14.7 | 50.00% | +8.57% | +50.00% | 0.00% | 0.00% | 36:53 | 36:34 | 36:34 | 37:11 | 37:11 | 37:11 | 00:37 | 00:27 | |
Bracer | 4 | 5.56% | 11.8 | 25.00% | -17.65% | -25.00% | -25.00% | 0.00% | 02:35 | 01:49 | 01:49 | 02:09 | 02:42 | 03:38 | 00:53 | 00:39 | |
Shadow Blade | 2 | 2.78% | 8.8 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 33:25 | 27:05 | 27:05 | 39:44 | 39:44 | 39:44 | 12:39 | 09:22 | |
Eul's Scepter of Divinity | 1 | 1.39% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:05 | 24:05 | 24:05 | 24:05 | 24:05 | 24:05 | 00:00 | 00:00 | |
Tranquil Boots | 1 | 1.39% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:35 | 08:35 | 08:35 | 08:35 | 08:35 | 08:35 | 00:00 | 00:00 |