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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 | |
Aghanim's Scepter | 18 | 37.50% | 100.0 | 72.22% | +48.89% | -12.22% | +2.78% | 1.84% | 34:25 | 24:39 | 30:49 | 33:33 | 38:59 | 44:17 | 08:10 | 06:02 | |
Kaya | 6 | 12.50% | 97.4 | 83.33% | +47.62% | +16.67% | -83.33% | -7.57% | 30:07 | 17:36 | 19:30 | 30:04 | 32:43 | 48:35 | 13:13 | 09:47 | |
Yasha | 3 | 6.25% | 94.9 | 100.00% | +62.22% | 0.00% | 0.00% | 0.00% | 26:07 | 19:47 | 19:47 | 24:14 | 34:19 | 34:19 | 14:32 | 10:45 | |
Yasha and Kaya | 3 | 6.25% | 92.3 | 100.00% | +62.22% | 0.00% | 0.00% | 0.00% | 26:16 | 19:47 | 19:47 | 24:23 | 34:37 | 34:37 | 14:50 | 10:59 | |
Wind Lace | 32 | 66.67% | 89.7 | 46.88% | +15.63% | -9.38% | +15.62% | 4.42% | 08:09 | -01:29 | 05:07 | 07:07 | 10:46 | 39:21 | 05:39 | 04:11 | |
Phase Boots | 47 | 97.92% | 87.2 | 42.55% | +42.55% | +15.78% | -0.88% | -3.86% | 09:58 | 04:06 | 07:16 | 08:36 | 11:35 | 18:07 | 04:19 | 03:11 | |
Magic Wand | 30 | 62.50% | 84.6 | 46.67% | +13.34% | +3.33% | +24.76% | 4.80% | 10:05 | 02:20 | 07:06 | 09:17 | 11:34 | 25:57 | 04:28 | 03:18 | |
Ring of Protection | 12 | 25.00% | 82.1 | 58.33% | +22.22% | +41.67% | -25.00% | -14.87% | 07:03 | -01:29 | 03:16 | 07:01 | 07:45 | 23:29 | 04:29 | 03:19 | |
Soul Ring | 12 | 25.00% | 79.5 | 58.33% | +22.22% | +41.67% | -25.00% | -32.26% | 08:40 | 02:34 | 06:23 | 07:52 | 08:27 | 23:29 | 02:04 | 01:31 | |
Chainmail | 48 | 100.00% | 76.9 | 41.67% | +41.67% | +8.33% | -16.67% | -4.72% | 07:42 | 01:52 | 04:45 | 06:53 | 10:03 | 16:09 | 05:18 | 03:55 | |
Boots of Speed | 48 | 100.00% | 74.4 | 41.67% | +41.67% | +8.33% | 0.00% | -3.18% | 02:15 | -01:29 | -01:29 | 02:20 | 04:06 | 09:24 | 05:35 | 04:08 | |
Magic Stick | 43 | 89.58% | 71.8 | 39.53% | -20.47% | -3.17% | -3.17% | 0.00% | 04:51 | -01:29 | 01:36 | 04:11 | 08:36 | 13:08 | 07:00 | 05:11 | |
Shadow Blade | 40 | 83.33% | 69.2 | 40.00% | -10.00% | +40.00% | -10.00% | -6.86% | 21:04 | 13:30 | 16:40 | 20:23 | 23:57 | 38:07 | 07:17 | 05:23 | |
Quelling Blade | 14 | 29.17% | 66.7 | 50.00% | +11.76% | 0.00% | -16.67% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 | |
Black King Bar | 20 | 41.67% | 64.1 | 45.00% | +5.71% | +55.00% | -5.00% | -5.56% | 32:50 | 22:33 | 25:14 | 30:30 | 36:01 | 53:18 | 10:47 | 07:59 | |
Crown | 3 | 6.25% | 61.5 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 20:36 | 19:27 | 19:27 | 20:34 | 21:46 | 21:46 | 02:19 | 01:42 | |
Blight Stone | 3 | 6.25% | 59.0 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 16:22 | 14:31 | 14:31 | 16:42 | 17:52 | 17:52 | 03:21 | 02:28 | |
Solar Crest | 3 | 6.25% | 56.4 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 25:00 | 22:06 | 22:06 | 24:20 | 28:33 | 28:33 | 06:27 | 04:46 | |
Medallion of Courage | 3 | 6.25% | 53.8 | 66.67% | +26.67% | -66.67% | 0.00% | 0.00% | 17:47 | 17:35 | 17:35 | 17:43 | 18:02 | 18:02 | 00:27 | 00:20 | |
Null Talisman | 3 | 6.25% | 51.3 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 08:16 | 06:30 | 06:30 | 07:49 | 10:29 | 10:29 | 03:59 | 02:57 | |
Aghanim's Shard | 16 | 33.33% | 48.7 | 31.25% | -15.63% | -31.25% | -31.25% | 0.00% | 33:30 | 21:58 | 26:06 | 29:38 | 37:45 | 56:00 | 11:39 | 08:37 | |
Wind Waker | 1 | 2.08% | 46.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:07 | 43:07 | 43:07 | 43:07 | 43:07 | 43:07 | 00:00 | 00:00 | |
Nullifier | 1 | 2.08% | 43.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:50 | 52:50 | 52:50 | 52:50 | 52:50 | 52:50 | 00:00 | 00:00 | |
Eul's Scepter of Divinity | 1 | 2.08% | 41.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:07 | 43:07 | 43:07 | 43:07 | 43:07 | 43:07 | 00:00 | 00:00 | |
Helm of Iron Will | 1 | 2.08% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:53 | 50:53 | 50:53 | 50:53 | 50:53 | 50:53 | 00:00 | 00:00 | |
Bracer | 6 | 12.50% | 35.9 | 33.33% | -9.53% | -33.33% | +66.67% | 40.82% | 02:19 | -01:29 | 01:51 | 02:12 | 04:18 | 04:44 | 02:27 | 01:48 | |
Drum of Endurance | 2 | 4.17% | 33.3 | 50.00% | +8.70% | +50.00% | 0.00% | 0.00% | 25:17 | 17:31 | 17:31 | 33:03 | 33:03 | 33:03 | 15:32 | 11:30 | |
Ring of Health | 2 | 4.17% | 30.8 | 50.00% | +8.70% | +50.00% | 0.00% | 0.00% | 18:52 | 12:46 | 12:46 | 24:58 | 24:58 | 24:58 | 12:12 | 09:02 | |
Silver Edge | 2 | 4.17% | 28.2 | 50.00% | +8.70% | +50.00% | 0.00% | 0.00% | 45:40 | 38:09 | 38:09 | 53:10 | 53:10 | 53:10 | 15:01 | 11:07 | |
Crystalys | 2 | 4.17% | 25.6 | 50.00% | +8.70% | +50.00% | 0.00% | 0.00% | 45:13 | 37:43 | 37:43 | 52:42 | 52:42 | 52:42 | 14:59 | 11:05 | |
Hood of Defiance | 2 | 4.17% | 23.1 | 50.00% | +8.70% | +50.00% | 0.00% | 0.00% | 19:04 | 13:09 | 13:09 | 24:58 | 24:58 | 24:58 | 11:49 | 08:45 | |
Fluffy Hat | 2 | 4.17% | 20.5 | 50.00% | +8.70% | -50.00% | 0.00% | 0.00% | 07:29 | -01:29 | -01:29 | 16:27 | 16:27 | 16:27 | 17:56 | 13:17 | |
Void Stone | 2 | 4.17% | 17.9 | 50.00% | +8.70% | -50.00% | 0.00% | 0.00% | 38:14 | 33:57 | 33:57 | 42:31 | 42:31 | 42:31 | 08:34 | 06:20 | |
Lotus Orb | 1 | 2.08% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:57 | 33:57 | 33:57 | 33:57 | 33:57 | 33:57 | 00:00 | 00:00 | |
Orb of Venom | 1 | 2.08% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 | |
Sange | 1 | 2.08% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:07 | 47:07 | 47:07 | 47:07 | 47:07 | 47:07 | 00:00 | 00:00 | |
Kaya and Sange | 1 | 2.08% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:56 | 48:56 | 48:56 | 48:56 | 48:56 | 48:56 | 00:00 | 00:00 | |
Falcon Blade | 1 | 2.08% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:39 | 10:39 | 10:39 | 10:39 | 10:39 | 10:39 | 00:00 | 00:00 | |
Tranquil Boots | 1 | 2.08% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:16 | 11:16 | 11:16 | 11:16 | 11:16 | 11:16 | 00:00 | 00:00 |