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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 | |
Fluffy Hat | 3 | 10.34% | 100.0 | 100.00% | +69.23% | 0.00% | 0.00% | 0.00% | 23:41 | 16:56 | 16:56 | 25:45 | 28:23 | 28:23 | 11:27 | 08:28 | |
Force Staff | 3 | 10.34% | 97.2 | 100.00% | +69.23% | 0.00% | 0.00% | 0.00% | 23:53 | 17:30 | 17:30 | 25:45 | 28:23 | 28:23 | 10:53 | 08:03 | |
Black King Bar | 18 | 62.07% | 94.4 | 55.56% | +46.47% | +4.44% | -5.56% | -1.19% | 27:56 | 20:30 | 23:57 | 26:47 | 32:23 | 39:54 | 08:26 | 06:14 | |
Aghanim's Shard | 13 | 44.83% | 91.7 | 53.85% | +28.85% | +46.15% | -53.85% | -12.12% | 21:16 | 15:01 | 16:26 | 21:11 | 24:41 | 27:19 | 08:15 | 06:06 | |
Ring of Health | 8 | 27.59% | 88.9 | 62.50% | +33.93% | +37.50% | +37.50% | 0.00% | 18:07 | 03:59 | 04:00 | 06:25 | 28:43 | 38:33 | 24:43 | 18:18 | |
Magic Wand | 21 | 72.41% | 86.1 | 42.86% | +17.86% | -2.86% | -22.86% | -2.71% | 11:43 | -01:26 | 07:48 | 13:03 | 15:10 | 18:30 | 07:22 | 05:27 | |
Blink Dagger | 29 | 100.00% | 83.3 | 37.93% | +37.93% | +4.93% | -9.36% | -5.79% | 11:12 | 08:31 | 09:48 | 11:23 | 12:16 | 15:48 | 02:28 | 01:49 | |
Boots of Speed | 29 | 100.00% | 80.6 | 37.93% | +37.93% | -23.64% | +19.21% | 21.43% | 04:32 | 01:45 | 03:22 | 04:32 | 05:22 | 08:26 | 02:00 | 01:28 | |
Quelling Blade | 29 | 100.00% | 77.8 | 37.93% | +37.93% | +19.21% | -23.64% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:25 | 00:00 | 00:00 | |
Magic Stick | 22 | 75.86% | 75.0 | 40.91% | +12.34% | -7.58% | -0.91% | 0.66% | 06:10 | -01:29 | 01:41 | 03:03 | 11:46 | 15:58 | 10:05 | 07:28 | |
Void Stone | 22 | 75.86% | 72.2 | 40.91% | +12.34% | -24.24% | +19.09% | 4.02% | 23:47 | 16:06 | 18:32 | 20:48 | 29:19 | 43:40 | 10:47 | 07:59 | |
Wind Lace | 22 | 75.86% | 69.4 | 40.91% | +12.34% | -7.58% | -0.91% | 0.77% | 11:35 | 04:14 | 06:07 | 11:51 | 14:48 | 28:06 | 08:41 | 06:25 | |
Hood of Defiance | 2 | 6.90% | 66.7 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 28:14 | 16:30 | 16:30 | 39:57 | 39:57 | 39:57 | 23:27 | 17:22 | |
Bracer | 18 | 62.07% | 63.9 | 38.89% | +2.53% | +21.11% | +11.11% | -7.69% | 02:18 | 01:01 | 01:35 | 02:16 | 02:53 | 03:58 | 01:18 | 00:57 | |
Lotus Orb | 5 | 17.24% | 61.1 | 60.00% | +26.67% | -60.00% | +40.00% | 8.21% | 29:19 | 19:41 | 19:41 | 28:16 | 31:52 | 38:33 | 12:11 | 09:01 | |
Tranquil Boots | 12 | 41.38% | 58.3 | 41.67% | +6.38% | -41.67% | +25.00% | 22.60% | 08:02 | 04:36 | 05:25 | 06:39 | 08:22 | 13:52 | 02:57 | 02:11 | |
Ring of Protection | 18 | 62.07% | 55.6 | 33.33% | -12.12% | +6.67% | -33.33% | -5.62% | 05:16 | -01:29 | -01:28 | 03:23 | 08:35 | 15:23 | 10:03 | 07:26 | |
Soul Ring | 18 | 62.07% | 52.8 | 33.33% | -12.12% | +26.67% | -33.33% | -15.79% | 07:59 | 03:17 | 05:13 | 07:09 | 09:01 | 15:24 | 03:48 | 02:48 | |
Eul's Scepter of Divinity | 15 | 51.72% | 50.0 | 33.33% | -9.53% | -8.33% | -8.33% | 0.00% | 22:33 | 16:06 | 20:33 | 21:19 | 22:59 | 33:11 | 02:26 | 01:48 | |
Ghost Scepter | 4 | 13.79% | 47.2 | 50.00% | +14.00% | -50.00% | +50.00% | 0.00% | 28:18 | 23:39 | 23:39 | 26:47 | 30:21 | 32:25 | 06:42 | 04:57 | |
Overwhelming Blink | 1 | 3.45% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:33 | 52:33 | 52:33 | 52:33 | 52:33 | 52:33 | 00:00 | 00:00 | |
Linken's Sphere | 1 | 3.45% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:20 | 29:20 | 29:20 | 29:20 | 29:20 | 29:20 | 00:00 | 00:00 | |
Shiva's Guard | 1 | 3.45% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:13 | 39:13 | 39:13 | 39:13 | 39:13 | 39:13 | 00:00 | 00:00 | |
Chainmail | 1 | 3.45% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:49 | 04:49 | 04:49 | 04:49 | 04:49 | 04:49 | 00:00 | 00:00 | |
Headdress | 1 | 3.45% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:07 | 41:07 | 41:07 | 41:07 | 41:07 | 41:07 | 00:00 | 00:00 | |
Pipe of Insight | 1 | 3.45% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:23 | 41:23 | 41:23 | 41:23 | 41:23 | 41:23 | 00:00 | 00:00 | |
Phase Boots | 1 | 3.45% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:46 | 06:46 | 06:46 | 06:46 | 06:46 | 06:46 | 00:00 | 00:00 | |
Aghanim's Scepter | 1 | 3.45% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 00:00 | 00:00 | |
Bottle | 5 | 17.24% | 22.2 | 40.00% | +2.50% | -40.00% | +60.00% | 100.00% | 01:21 | 01:05 | 01:05 | 01:15 | 01:34 | 01:35 | 00:29 | 00:21 | |
Kaya | 6 | 20.69% | 19.4 | 33.33% | -5.80% | -33.33% | -33.33% | 0.00% | 28:33 | 17:29 | 22:00 | 22:43 | 37:35 | 42:39 | 15:35 | 11:32 | |
Vanguard | 2 | 6.90% | 16.7 | 50.00% | +12.96% | +50.00% | 0.00% | 0.00% | 09:39 | 07:26 | 07:26 | 11:52 | 11:52 | 11:52 | 04:26 | 03:17 | |
Sange | 3 | 10.34% | 13.9 | 0.00% | -42.31% | 0.00% | 0.00% | 0.00% | 32:58 | 28:24 | 28:24 | 32:55 | 37:34 | 37:34 | 09:10 | 06:47 | |
Heaven's Halberd | 2 | 6.90% | 11.1 | 0.00% | -40.74% | 0.00% | 0.00% | 0.00% | 33:25 | 33:23 | 33:23 | 33:27 | 33:27 | 33:27 | 00:04 | 00:02 | |
Scythe of Vyse | 1 | 3.45% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:40 | 43:40 | 43:40 | 43:40 | 43:40 | 43:40 | 00:00 | 00:00 | |
Aeon Disk | 3 | 10.34% | 5.6 | 0.00% | -42.31% | 0.00% | 0.00% | 0.00% | 43:11 | 37:29 | 37:29 | 46:00 | 46:05 | 46:05 | 08:36 | 06:22 | |
Kaya and Sange | 1 | 3.45% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:35 | 37:35 | 37:35 | 37:35 | 37:35 | 37:35 | 00:00 | 00:00 |