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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 | |
Crimson Guard | 3 | 18.75% | 100.0 | 100.00% | +69.23% | 0.00% | 0.00% | 0.00% | 22:05 | 17:28 | 17:28 | 18:58 | 29:48 | 29:48 | 12:20 | 09:08 | |
Helm of Iron Will | 3 | 18.75% | 97.1 | 100.00% | +69.23% | 0.00% | 0.00% | 0.00% | 20:13 | 14:19 | 14:19 | 16:33 | 29:48 | 29:48 | 15:29 | 11:28 | |
Phase Boots | 5 | 31.25% | 94.1 | 80.00% | +52.73% | +20.00% | +20.00% | 0.00% | 14:58 | 06:33 | 06:33 | 10:18 | 20:30 | 28:35 | 13:57 | 10:20 | |
Chainmail | 5 | 31.25% | 91.2 | 80.00% | +52.73% | +20.00% | +20.00% | 0.00% | 13:16 | 02:03 | 02:03 | 08:43 | 19:23 | 28:10 | 17:20 | 12:50 | |
Magic Wand | 14 | 87.50% | 88.2 | 50.00% | +50.00% | +25.00% | -50.00% | -38.79% | 07:34 | 03:11 | 06:39 | 07:46 | 08:35 | 11:25 | 01:56 | 01:25 | |
Heaven's Halberd | 2 | 12.50% | 85.3 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 27:38 | 26:12 | 26:12 | 29:04 | 29:04 | 29:04 | 02:52 | 02:07 | |
Black King Bar | 2 | 12.50% | 82.4 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 22:50 | 20:23 | 20:23 | 25:16 | 25:16 | 25:16 | 04:53 | 03:37 | |
Boots of Speed | 16 | 100.00% | 79.4 | 43.75% | +43.75% | -18.75% | -18.75% | 0.00% | 04:37 | -01:29 | 03:05 | 04:48 | 05:28 | 09:32 | 02:23 | 01:45 | |
Magic Stick | 16 | 100.00% | 76.5 | 43.75% | +43.75% | -18.75% | +6.25% | 6.25% | 03:20 | -01:29 | 01:02 | 02:56 | 05:02 | 07:48 | 04:00 | 02:57 | |
Blink Dagger | 14 | 87.50% | 73.5 | 42.86% | -7.14% | +32.14% | -9.53% | -8.42% | 18:42 | 11:45 | 15:27 | 16:35 | 20:24 | 34:48 | 04:57 | 03:40 | |
Ring of Health | 5 | 31.25% | 70.6 | 60.00% | +23.64% | -60.00% | -60.00% | 0.00% | 11:16 | 02:31 | 02:31 | 08:16 | 09:25 | 33:23 | 06:54 | 05:06 | |
Vanguard | 5 | 31.25% | 67.6 | 60.00% | +23.64% | -60.00% | -60.00% | 0.00% | 13:37 | 05:32 | 05:32 | 10:46 | 12:52 | 33:24 | 07:20 | 05:25 | |
Ghost Scepter | 3 | 18.75% | 64.7 | 66.67% | +28.21% | +33.33% | 0.00% | 0.00% | 33:24 | 26:34 | 26:34 | 30:34 | 43:03 | 43:03 | 16:29 | 12:12 | |
Sange | 3 | 18.75% | 61.8 | 66.67% | +28.21% | +33.33% | 0.00% | 0.00% | 27:24 | 24:30 | 24:30 | 25:59 | 31:42 | 31:42 | 07:12 | 05:20 | |
Aether Lens | 3 | 18.75% | 58.8 | 66.67% | +28.21% | +33.33% | 0.00% | 0.00% | 23:03 | 19:39 | 19:39 | 24:39 | 24:51 | 24:51 | 05:12 | 03:51 | |
Orb of Venom | 4 | 25.00% | 55.9 | 50.00% | +8.33% | +50.00% | -50.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Void Stone | 4 | 25.00% | 52.9 | 50.00% | +8.33% | -50.00% | +50.00% | 6.63% | 17:37 | 07:26 | 07:26 | 15:57 | 22:31 | 24:35 | 15:05 | 11:10 | |
Tranquil Boots | 9 | 56.25% | 50.0 | 33.33% | -23.81% | +16.67% | -33.33% | -20.00% | 06:44 | 03:36 | 05:08 | 06:09 | 07:38 | 11:51 | 02:30 | 01:51 | |
Wind Lace | 10 | 62.50% | 47.1 | 30.00% | -36.67% | +3.33% | -30.00% | -10.05% | 01:03 | -01:29 | -01:29 | -01:29 | 04:48 | 05:45 | 06:17 | 04:39 | |
Overwhelming Blink | 1 | 6.25% | 44.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:22 | 36:22 | 36:22 | 36:22 | 36:22 | 36:22 | 00:00 | 00:00 | |
Bottle | 1 | 6.25% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:55 | 00:55 | 00:55 | 00:55 | 00:55 | 00:55 | 00:00 | 00:00 | |
Quelling Blade | 1 | 6.25% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Glimmer Cape | 5 | 31.25% | 35.3 | 40.00% | -5.45% | -40.00% | -40.00% | 0.00% | 27:45 | 20:40 | 20:40 | 21:20 | 35:21 | 40:12 | 14:41 | 10:52 | |
Ring of Protection | 5 | 31.25% | 32.4 | 40.00% | -5.45% | -40.00% | -40.00% | 0.00% | 02:43 | -01:29 | -01:29 | -01:29 | 05:28 | 12:36 | 06:57 | 05:08 | |
Heart of Tarrasque | 2 | 12.50% | 29.4 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 32:24 | 26:00 | 26:00 | 38:48 | 38:48 | 38:48 | 12:48 | 09:28 | |
Aghanim's Scepter | 2 | 12.50% | 26.5 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 16:55 | 16:36 | 16:36 | 17:13 | 17:13 | 17:13 | 00:37 | 00:27 | |
Aghanim's Shard | 6 | 37.50% | 23.5 | 16.67% | -43.33% | +33.33% | -16.67% | -7.16% | 25:58 | 21:55 | 22:08 | 22:42 | 29:07 | 36:44 | 06:59 | 05:10 | |
Force Staff | 2 | 12.50% | 20.6 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 30:49 | 27:44 | 27:44 | 33:54 | 33:54 | 33:54 | 06:10 | 04:34 | |
Urn of Shadows | 1 | 6.25% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:11 | 13:11 | 13:11 | 13:11 | 13:11 | 13:11 | 00:00 | 00:00 | |
Kaya | 1 | 6.25% | 14.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 00:00 | 00:00 | |
Kaya and Sange | 1 | 6.25% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:52 | 33:52 | 33:52 | 33:52 | 33:52 | 33:52 | 00:00 | 00:00 | |
Fluffy Hat | 3 | 18.75% | 8.8 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 23:18 | 08:25 | 08:25 | 27:44 | 33:46 | 33:46 | 25:21 | 18:46 | |
Bracer | 1 | 6.25% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:36 | 03:36 | 03:36 | 03:36 | 03:36 | 03:36 | 00:00 | 00:00 | |
Pavise | 1 | 6.25% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:52 | 09:52 | 09:52 | 09:52 | 09:52 | 09:52 | 00:00 | 00:00 |