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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 | |
Blink Dagger | 6 | 40.00% | 100.0 | 83.33% | +61.11% | +16.67% | -83.33% | -9.71% | 35:12 | 26:30 | 27:06 | 27:52 | 37:24 | 55:47 | 10:18 | 07:37 | |
Void Stone | 10 | 66.67% | 97.7 | 60.00% | +40.00% | +6.67% | -10.00% | -0.97% | 24:56 | 10:52 | 16:27 | 19:04 | 33:34 | 39:43 | 17:07 | 12:40 | |
Magic Wand | 11 | 73.33% | 95.3 | 54.55% | +29.55% | +12.12% | -21.22% | -8.70% | 11:00 | 06:44 | 08:41 | 10:11 | 12:31 | 17:32 | 03:50 | 02:50 | |
Black King Bar | 11 | 73.33% | 93.0 | 54.55% | +29.55% | +45.45% | +12.12% | -7.87% | 26:27 | 21:43 | 23:12 | 24:39 | 27:26 | 34:58 | 04:14 | 03:08 | |
Sange | 14 | 93.33% | 90.7 | 50.00% | +50.00% | +25.00% | +50.00% | 5.49% | 18:52 | 14:27 | 15:50 | 17:11 | 20:23 | 27:41 | 04:33 | 03:22 | |
Kaya and Sange | 14 | 93.33% | 88.4 | 50.00% | +50.00% | +25.00% | +50.00% | 5.60% | 19:38 | 15:10 | 16:57 | 18:02 | 21:25 | 28:10 | 04:28 | 03:18 | |
Kaya | 14 | 93.33% | 86.0 | 50.00% | +50.00% | 0.00% | -50.00% | -11.24% | 14:27 | 11:28 | 11:55 | 13:40 | 16:22 | 21:25 | 04:27 | 03:17 | |
Bloodstone | 2 | 13.33% | 83.7 | 100.00% | +61.54% | 0.00% | 0.00% | 0.00% | 35:34 | 33:39 | 33:39 | 37:28 | 37:28 | 37:28 | 03:49 | 02:49 | |
Arcane Boots | 15 | 100.00% | 81.4 | 46.67% | +46.67% | -21.67% | +3.33% | 25.00% | 07:12 | 05:16 | 06:27 | 06:46 | 07:19 | 12:12 | 00:52 | 00:38 | |
Soul Ring | 15 | 100.00% | 79.1 | 46.67% | +46.67% | -21.67% | -21.67% | 0.00% | 08:38 | 05:26 | 07:48 | 08:49 | 09:27 | 11:46 | 01:39 | 01:13 | |
Boots of Speed | 15 | 100.00% | 76.7 | 46.67% | +46.67% | +3.33% | +3.33% | 0.00% | 05:14 | 02:45 | 04:02 | 05:20 | 05:55 | 09:15 | 01:53 | 01:23 | |
Quelling Blade | 15 | 100.00% | 74.4 | 46.67% | +46.67% | +3.33% | +3.33% | 0.00% | -01:17 | -01:30 | -01:29 | -01:29 | -01:29 | 01:35 | 00:00 | 00:00 | |
Ring of Protection | 15 | 100.00% | 72.1 | 46.67% | +46.67% | +3.33% | +28.33% | 4.35% | 03:09 | -01:29 | -01:29 | 04:18 | 07:14 | 09:49 | 08:43 | 06:27 | |
Magic Stick | 13 | 86.67% | 69.8 | 46.15% | -3.85% | +20.52% | -12.82% | -4.18% | 06:34 | -01:29 | 01:21 | 07:54 | 09:19 | 16:26 | 07:58 | 05:54 | |
Scythe of Vyse | 5 | 33.33% | 67.4 | 60.00% | +20.00% | +40.00% | +40.00% | 0.00% | 40:48 | 34:11 | 34:11 | 39:43 | 43:23 | 49:09 | 09:12 | 06:48 | |
Aghanim's Scepter | 5 | 33.33% | 65.1 | 60.00% | +20.00% | +40.00% | -60.00% | -14.46% | 37:58 | 30:31 | 30:31 | 36:41 | 37:26 | 52:53 | 06:55 | 05:07 | |
Lotus Orb | 5 | 33.33% | 62.8 | 60.00% | +20.00% | +40.00% | -60.00% | -26.20% | 21:18 | 16:31 | 16:31 | 19:56 | 20:20 | 32:18 | 03:49 | 02:49 | |
Ring of Health | 12 | 80.00% | 60.5 | 41.67% | -25.00% | -41.67% | -8.34% | 33.33% | 04:02 | 02:45 | 03:08 | 03:32 | 03:56 | 10:06 | 00:48 | 00:35 | |
Aghanim's Shard | 6 | 40.00% | 58.1 | 50.00% | +5.56% | 0.00% | +50.00% | 2.56% | 39:16 | 23:23 | 29:14 | 32:51 | 48:47 | 53:02 | 19:33 | 14:28 | |
Buckler | 1 | 6.67% | 55.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:24 | 22:24 | 22:24 | 22:24 | 22:24 | 22:24 | 00:00 | 00:00 | |
Mekansm | 1 | 6.67% | 53.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:24 | 22:24 | 22:24 | 22:24 | 22:24 | 22:24 | 00:00 | 00:00 | |
Vanguard | 1 | 6.67% | 51.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:58 | 06:58 | 06:58 | 06:58 | 06:58 | 06:58 | 00:00 | 00:00 | |
Linken's Sphere | 1 | 6.67% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:29 | 41:29 | 41:29 | 41:29 | 41:29 | 41:29 | 00:00 | 00:00 | |
Chainmail | 1 | 6.67% | 46.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:24 | 22:24 | 22:24 | 22:24 | 22:24 | 22:24 | 00:00 | 00:00 | |
Headdress | 1 | 6.67% | 46.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:24 | 22:24 | 22:24 | 22:24 | 22:24 | 22:24 | 00:00 | 00:00 | |
Guardian Greaves | 1 | 6.67% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:04 | 24:04 | 24:04 | 24:04 | 24:04 | 24:04 | 00:00 | 00:00 | |
Heart of Tarrasque | 1 | 6.67% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:16 | 46:16 | 46:16 | 46:16 | 46:16 | 46:16 | 00:00 | 00:00 | |
Eul's Scepter of Divinity | 5 | 33.33% | 37.2 | 40.00% | -10.00% | -40.00% | -40.00% | 0.00% | 36:55 | 14:22 | 14:22 | 33:34 | 38:50 | 1:13:37 | 24:28 | 18:07 | |
Wind Lace | 6 | 40.00% | 34.9 | 33.33% | -22.23% | -33.33% | -33.33% | 0.00% | 33:21 | 14:08 | 17:49 | 23:06 | 38:20 | 1:13:25 | 20:31 | 15:11 | |
Hood of Defiance | 6 | 40.00% | 32.6 | 33.33% | -22.23% | +16.67% | -33.33% | -29.13% | 10:15 | 08:45 | 09:03 | 09:53 | 10:46 | 12:46 | 01:43 | 01:16 | |
Overwhelming Blink | 2 | 13.33% | 30.2 | 50.00% | +3.85% | +50.00% | 0.00% | 0.00% | 53:54 | 45:14 | 45:14 | 1:02:33 | 1:02:33 | 1:02:33 | 17:19 | 12:49 | |
Wind Waker | 2 | 13.33% | 27.9 | 50.00% | +3.85% | +50.00% | 0.00% | 0.00% | 1:02:45 | 51:53 | 51:53 | 1:13:37 | 1:13:37 | 1:13:37 | 21:44 | 16:05 | |
Bottle | 2 | 13.33% | 25.6 | 50.00% | +3.85% | -50.00% | 0.00% | 0.00% | 01:41 | 01:33 | 01:33 | 01:48 | 01:48 | 01:48 | 00:15 | 00:11 | |
Bracer | 2 | 13.33% | 23.3 | 50.00% | +3.85% | +50.00% | 0.00% | 0.00% | 01:56 | 01:50 | 01:50 | 02:01 | 02:01 | 02:01 | 00:11 | 00:08 | |
Refresher Orb | 2 | 13.33% | 20.9 | 50.00% | +3.85% | +50.00% | 0.00% | 0.00% | 34:15 | 31:50 | 31:50 | 36:40 | 36:40 | 36:40 | 04:50 | 03:34 | |
Boots of Travel | 2 | 13.33% | 18.6 | 50.00% | +3.85% | +50.00% | 0.00% | 0.00% | 35:21 | 30:09 | 30:09 | 40:33 | 40:33 | 40:33 | 10:24 | 07:42 | |
Octarine Core | 1 | 6.67% | 16.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:38 | 43:38 | 43:38 | 43:38 | 43:38 | 43:38 | 00:00 | 00:00 | |
Aether Lens | 1 | 6.67% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:23 | 42:23 | 42:23 | 42:23 | 42:23 | 42:23 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 6.67% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:53 | 52:53 | 52:53 | 52:53 | 52:53 | 52:53 | 00:00 | 00:00 | |
Fluffy Hat | 1 | 6.67% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:39 | 49:39 | 49:39 | 49:39 | 49:39 | 49:39 | 00:00 | 00:00 | |
Shiva's Guard | 2 | 13.33% | 7.0 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 36:31 | 30:21 | 30:21 | 42:41 | 42:41 | 42:41 | 12:20 | 09:08 | |
Force Staff | 1 | 6.67% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:39 | 49:39 | 49:39 | 49:39 | 49:39 | 49:39 | 00:00 | 00:00 | |
Eternal Shroud | 1 | 6.67% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:23 | 44:23 | 44:23 | 44:23 | 44:23 | 44:23 | 00:00 | 00:00 |