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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 | |
Kaya and Sange | 4 | 12.90% | 100.0 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 33:29 | 25:47 | 25:47 | 29:58 | 36:29 | 41:41 | 10:42 | 07:55 | |
Sange | 4 | 12.90% | 97.6 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 33:05 | 25:47 | 25:47 | 29:35 | 36:06 | 40:51 | 10:19 | 07:38 | |
Ring of Health | 14 | 45.16% | 95.1 | 64.29% | +23.11% | -14.29% | +35.71% | 2.32% | 12:19 | 03:09 | 03:20 | 03:25 | 24:53 | 44:15 | 21:33 | 15:57 | |
Ring of Protection | 23 | 74.19% | 92.7 | 56.52% | +19.02% | +10.15% | -23.19% | -10.21% | 05:02 | -01:29 | 03:19 | 04:47 | 06:35 | 16:04 | 03:16 | 02:25 | |
Soul Ring | 23 | 74.19% | 90.2 | 56.52% | +19.02% | +26.81% | -39.85% | -19.80% | 06:53 | 02:48 | 04:45 | 06:01 | 08:07 | 16:22 | 03:22 | 02:29 | |
Arcane Boots | 3 | 9.68% | 87.8 | 100.00% | +53.57% | 0.00% | 0.00% | 0.00% | 21:50 | 09:22 | 09:22 | 26:09 | 29:58 | 29:58 | 20:36 | 15:15 | |
Magic Stick | 26 | 83.87% | 85.4 | 53.85% | +13.85% | +31.86% | -3.85% | -35.71% | 02:18 | -01:29 | -01:29 | 00:47 | 02:27 | 17:20 | 03:56 | 02:54 | |
Blink Dagger | 31 | 100.00% | 82.9 | 51.61% | +51.61% | -1.61% | -14.11% | -4.01% | 12:02 | 08:45 | 10:08 | 11:32 | 13:15 | 16:24 | 03:07 | 02:18 | |
Boots of Speed | 31 | 100.00% | 80.5 | 51.61% | +51.61% | +10.89% | -1.61% | -3.44% | 05:35 | 01:46 | 03:23 | 05:20 | 07:01 | 09:46 | 03:38 | 02:41 | |
Quelling Blade | 27 | 87.10% | 78.0 | 51.85% | +1.85% | +5.29% | -8.99% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 | |
Void Stone | 23 | 74.19% | 75.6 | 52.17% | +2.17% | -18.84% | -2.17% | 3.13% | 23:40 | 13:31 | 18:37 | 20:44 | 23:57 | 44:15 | 05:20 | 03:57 | |
Black King Bar | 14 | 45.16% | 73.2 | 57.14% | +10.08% | +17.86% | -23.81% | -7.42% | 28:50 | 23:03 | 24:57 | 27:29 | 30:34 | 38:04 | 05:37 | 04:09 | |
Aghanim's Shard | 23 | 74.19% | 70.7 | 47.83% | -14.67% | +18.84% | -31.16% | -4.99% | 22:55 | 15:01 | 16:50 | 21:33 | 26:51 | 40:03 | 10:01 | 07:25 | |
Magic Wand | 21 | 67.74% | 68.3 | 47.62% | -12.38% | -27.62% | +12.38% | 3.86% | 09:40 | 02:06 | 04:52 | 07:12 | 15:14 | 25:28 | 10:22 | 07:40 | |
Bracer | 16 | 51.61% | 65.9 | 50.00% | -3.33% | +25.00% | 0.00% | -17.65% | 02:57 | 01:52 | 01:59 | 02:44 | 03:24 | 05:33 | 01:25 | 01:02 | |
Kaya | 6 | 19.35% | 63.4 | 66.67% | +18.67% | +33.33% | -66.67% | -12.35% | 31:53 | 19:15 | 28:12 | 28:43 | 36:18 | 43:42 | 08:06 | 06:00 | |
Wind Lace | 21 | 67.74% | 61.0 | 42.86% | -27.14% | +17.14% | -2.86% | -3.55% | 16:36 | 05:19 | 14:40 | 16:59 | 20:18 | 26:03 | 05:38 | 04:10 | |
Eul's Scepter of Divinity | 18 | 58.06% | 58.5 | 44.44% | -17.10% | -4.44% | +5.56% | 2.14% | 21:42 | 17:04 | 19:21 | 20:48 | 24:02 | 27:36 | 04:41 | 03:28 | |
Aether Lens | 2 | 6.45% | 56.1 | 100.00% | +51.72% | 0.00% | 0.00% | 0.00% | 31:52 | 21:32 | 21:32 | 42:12 | 42:12 | 42:12 | 20:40 | 15:18 | |
Hood of Defiance | 2 | 6.45% | 53.7 | 100.00% | +51.72% | 0.00% | 0.00% | 0.00% | 14:49 | 14:42 | 14:42 | 14:56 | 14:56 | 14:56 | 00:14 | 00:10 | |
Aeon Disk | 5 | 16.13% | 51.2 | 60.00% | +10.00% | +40.00% | -60.00% | -9.84% | 36:34 | 27:39 | 27:39 | 35:33 | 37:49 | 52:04 | 10:10 | 07:31 | |
Bottle | 3 | 9.68% | 48.8 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 01:22 | 01:03 | 01:03 | 01:16 | 01:48 | 01:48 | 00:45 | 00:33 | |
Lotus Orb | 3 | 9.68% | 46.3 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 31:43 | 29:48 | 29:48 | 32:23 | 32:59 | 32:59 | 03:11 | 02:21 | |
Tranquil Boots | 4 | 12.90% | 43.9 | 50.00% | -1.85% | +50.00% | -50.00% | 0.00% | 09:00 | 06:25 | 06:25 | 07:03 | 07:13 | 15:17 | 00:48 | 00:35 | |
Pipe of Insight | 1 | 3.23% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:33 | 20:33 | 20:33 | 20:33 | 20:33 | 20:33 | 00:00 | 00:00 | |
Octarine Core | 1 | 3.23% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:53 | 45:53 | 45:53 | 45:53 | 45:53 | 45:53 | 00:00 | 00:00 | |
Headdress | 1 | 3.23% | 36.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:19 | 20:19 | 20:19 | 20:19 | 20:19 | 20:19 | 00:00 | 00:00 | |
Linken's Sphere | 1 | 3.23% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:35 | 44:35 | 44:35 | 44:35 | 44:35 | 44:35 | 00:00 | 00:00 | |
Shiva's Guard | 1 | 3.23% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:05 | 34:05 | 34:05 | 34:05 | 34:05 | 34:05 | 00:00 | 00:00 | |
Helm of Iron Will | 1 | 3.23% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:52 | 05:52 | 05:52 | 05:52 | 05:52 | 05:52 | 00:00 | 00:00 | |
Vanguard | 6 | 19.35% | 26.8 | 33.33% | -22.67% | +66.67% | -33.33% | -62.50% | 07:11 | 06:12 | 06:30 | 06:51 | 08:06 | 08:22 | 01:36 | 01:11 | |
Scythe of Vyse | 2 | 6.45% | 24.4 | 50.00% | -1.72% | -50.00% | 0.00% | 0.00% | 47:20 | 46:45 | 46:45 | 47:54 | 47:54 | 47:54 | 01:09 | 00:51 | |
Overwhelming Blink | 2 | 6.45% | 22.0 | 50.00% | -1.72% | +50.00% | 0.00% | 0.00% | 1:01:32 | 58:45 | 58:45 | 1:04:19 | 1:04:19 | 1:04:19 | 05:34 | 04:07 | |
Ghost Scepter | 4 | 12.90% | 19.5 | 25.00% | -30.56% | -25.00% | -25.00% | 0.00% | 36:54 | 27:43 | 27:43 | 32:48 | 38:16 | 48:50 | 10:33 | 07:48 | |
Aghanim's Blessing | 1 | 3.23% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:44 | 58:44 | 58:44 | 58:44 | 58:44 | 58:44 | 00:00 | 00:00 | |
Ethereal Blade | 2 | 6.45% | 14.6 | 0.00% | -55.17% | 0.00% | 0.00% | 0.00% | 42:39 | 36:21 | 36:21 | 48:56 | 48:56 | 48:56 | 12:35 | 09:19 | |
Wraith Band | 1 | 3.23% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:06 | 04:06 | 04:06 | 04:06 | 04:06 | 04:06 | 00:00 | 00:00 | |
Phase Boots | 1 | 3.23% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:17 | 15:17 | 15:17 | 15:17 | 15:17 | 15:17 | 00:00 | 00:00 | |
Chainmail | 1 | 3.23% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:16 | 14:16 | 14:16 | 14:16 | 14:16 | 14:16 | 00:00 | 00:00 | |
Null Talisman | 1 | 3.23% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:59 | 02:59 | 02:59 | 02:59 | 02:59 | 02:59 | 00:00 | 00:00 | |
Aghanim's Scepter | 2 | 6.45% | 2.4 | 0.00% | -55.17% | 0.00% | 0.00% | 0.00% | 51:49 | 44:53 | 44:53 | 58:44 | 58:44 | 58:44 | 13:51 | 10:15 |