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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 | 7 | 25.00% | 100.0 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 32:30 | 20:20 | 27:11 | 33:04 | 37:07 | 40:54 | 09:56 | 07:21 | |
Void Stone | 5 | 17.86% | 97.5 | 100.00% | +65.22% | 0.00% | 0.00% | 0.00% | 26:54 | 11:49 | 11:49 | 28:10 | 34:55 | 36:25 | 23:06 | 17:06 | |
Wind Lace | 9 | 32.14% | 95.0 | 66.67% | +29.83% | -16.67% | +33.33% | 6.59% | 19:39 | 11:02 | 13:55 | 20:10 | 21:30 | 27:07 | 07:35 | 05:37 | |
Boots of Speed | 28 | 100.00% | 92.5 | 46.43% | +46.43% | -17.86% | -17.86% | 0.00% | 05:47 | -01:29 | 03:28 | 04:32 | 08:13 | 13:23 | 04:45 | 03:31 | |
Arcane Boots | 20 | 71.43% | 90.0 | 50.00% | +12.50% | -30.00% | +30.00% | 8.39% | 12:11 | 05:20 | 06:11 | 08:38 | 13:20 | 43:12 | 07:09 | 05:17 | |
Magic Stick | 26 | 92.86% | 87.5 | 46.15% | -3.85% | -17.58% | -12.82% | 2.91% | 01:18 | -01:29 | -01:29 | -01:28 | 03:07 | 11:08 | 04:36 | 03:24 | |
Magic Wand | 20 | 71.43% | 85.0 | 45.00% | -5.00% | -5.00% | -5.00% | 0.00% | 07:19 | -01:29 | 03:15 | 04:57 | 10:24 | 30:22 | 07:09 | 05:17 | |
Vladmir's Offering | 4 | 14.29% | 82.5 | 75.00% | +33.33% | +25.00% | +25.00% | 0.00% | 38:14 | 33:14 | 33:14 | 33:52 | 39:40 | 46:09 | 06:26 | 04:45 | |
Morbid Mask | 4 | 14.29% | 80.0 | 75.00% | +33.33% | -75.00% | +25.00% | 0.00% | 37:51 | 32:30 | 32:30 | 33:05 | 39:39 | 46:08 | 07:09 | 05:17 | |
Ring of Basilius | 4 | 14.29% | 77.5 | 75.00% | +33.33% | -75.00% | +25.00% | 0.00% | 32:03 | 09:19 | 09:19 | 33:05 | 39:39 | 46:08 | 30:20 | 22:28 | |
Ring of Protection | 12 | 42.86% | 75.0 | 50.00% | +6.25% | -16.67% | +50.00% | 4.96% | 21:29 | 12:28 | 12:55 | 14:35 | 26:21 | 50:07 | 13:26 | 09:57 | |
Buckler | 12 | 42.86% | 72.5 | 50.00% | +6.25% | +16.67% | +50.00% | 2.57% | 21:34 | 12:28 | 13:24 | 14:35 | 26:21 | 50:07 | 12:57 | 09:35 | |
Lotus Orb | 2 | 7.14% | 70.0 | 100.00% | +57.69% | 0.00% | 0.00% | 0.00% | 31:54 | 28:28 | 28:28 | 35:20 | 35:20 | 35:20 | 06:52 | 05:05 | |
Tranquil Boots | 2 | 7.14% | 67.5 | 100.00% | +57.69% | 0.00% | 0.00% | 0.00% | 29:06 | 27:49 | 27:49 | 30:22 | 30:22 | 30:22 | 02:33 | 01:53 | |
Black King Bar | 2 | 7.14% | 65.0 | 100.00% | +57.69% | 0.00% | 0.00% | 0.00% | 32:32 | 18:37 | 18:37 | 46:26 | 46:26 | 46:26 | 27:49 | 20:36 | |
Eul's Scepter of Divinity | 2 | 7.14% | 62.5 | 100.00% | +57.69% | 0.00% | 0.00% | 0.00% | 23:36 | 21:26 | 21:26 | 25:45 | 25:45 | 25:45 | 04:19 | 03:11 | |
Wraith Pact | 2 | 7.14% | 60.0 | 100.00% | +57.69% | 0.00% | 0.00% | 0.00% | 40:07 | 34:19 | 34:19 | 45:55 | 45:55 | 45:55 | 11:36 | 08:35 | |
Aghanim's Shard | 22 | 78.57% | 57.5 | 36.36% | -46.97% | +30.31% | -16.36% | -8.49% | 20:36 | 15:02 | 18:04 | 18:41 | 23:34 | 31:41 | 05:30 | 04:04 | |
Guardian Greaves | 11 | 39.29% | 55.0 | 45.45% | -1.61% | -12.12% | +54.55% | 15.63% | 22:53 | 14:56 | 15:54 | 18:18 | 20:10 | 53:18 | 04:16 | 03:09 | |
Bracer | 5 | 17.86% | 52.5 | 60.00% | +16.52% | -60.00% | +40.00% | 31.25% | 04:08 | 02:11 | 02:11 | 03:09 | 05:23 | 07:16 | 03:12 | 02:22 | |
Quelling Blade | 5 | 17.86% | 50.0 | 60.00% | +16.52% | +40.00% | -60.00% | -10.47% | 05:37 | -01:29 | -01:29 | 06:15 | 11:02 | 13:45 | 12:31 | 09:16 | |
Force Staff | 9 | 32.14% | 47.5 | 44.44% | -2.93% | +5.56% | -44.44% | -9.35% | 24:37 | 15:42 | 20:12 | 24:10 | 25:33 | 35:15 | 05:21 | 03:57 | |
Aghanim's Scepter | 9 | 32.14% | 45.0 | 44.44% | -2.93% | +55.56% | -44.44% | -11.28% | 30:17 | 12:15 | 23:35 | 27:48 | 32:27 | 59:50 | 08:52 | 06:34 | |
Mekansm | 13 | 46.43% | 42.5 | 38.46% | -14.87% | -5.13% | +28.21% | 6.10% | 15:21 | 09:27 | 11:01 | 12:46 | 16:29 | 28:50 | 05:28 | 04:02 | |
Chainmail | 13 | 46.43% | 40.0 | 38.46% | -14.87% | -5.13% | +28.21% | 10.21% | 12:07 | 07:27 | 09:09 | 11:11 | 12:25 | 20:04 | 03:16 | 02:25 | |
Headdress | 14 | 50.00% | 37.5 | 35.71% | -21.43% | -10.71% | +30.96% | 9.88% | 11:49 | 06:42 | 08:08 | 09:19 | 12:21 | 25:39 | 04:13 | 03:07 | |
Fluffy Hat | 10 | 35.71% | 35.0 | 40.00% | -10.00% | +26.67% | -40.00% | -18.78% | 18:02 | 11:12 | 16:18 | 17:52 | 19:51 | 22:48 | 03:33 | 02:37 | |
Ring of Health | 4 | 14.29% | 32.5 | 50.00% | +4.17% | -50.00% | +50.00% | 0.00% | 26:51 | 18:28 | 18:28 | 26:04 | 28:53 | 33:57 | 10:25 | 07:42 | |
Ghost Scepter | 4 | 14.29% | 30.0 | 50.00% | +4.17% | -50.00% | -50.00% | 0.00% | 37:08 | 35:21 | 35:21 | 35:31 | 35:40 | 42:00 | 00:19 | 00:14 | |
Crystalys | 1 | 3.57% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 00:00 | 00:00 | |
Bottle | 1 | 3.57% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:17 | 01:17 | 01:17 | 01:17 | 01:17 | 01:17 | 00:00 | 00:00 | |
Aether Lens | 1 | 3.57% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:44 | 36:44 | 36:44 | 36:44 | 36:44 | 36:44 | 00:00 | 00:00 | |
Boots of Travel | 1 | 3.57% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:38 | 29:38 | 29:38 | 29:38 | 29:38 | 29:38 | 00:00 | 00:00 | |
Sange | 2 | 7.14% | 17.5 | 50.00% | +3.85% | +50.00% | 0.00% | 0.00% | 39:57 | 37:56 | 37:56 | 41:57 | 41:57 | 41:57 | 04:01 | 02:58 | |
Heaven's Halberd | 2 | 7.14% | 15.0 | 50.00% | +3.85% | +50.00% | 0.00% | 0.00% | 40:55 | 38:20 | 38:20 | 43:29 | 43:29 | 43:29 | 05:09 | 03:48 | |
Glimmer Cape | 3 | 10.71% | 12.5 | 33.33% | -14.67% | -33.33% | 0.00% | 0.00% | 33:13 | 25:45 | 25:45 | 36:01 | 37:54 | 37:54 | 12:09 | 09:00 | |
Wraith Band | 2 | 7.14% | 10.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 01:58 | 01:47 | 01:47 | 02:08 | 02:08 | 02:08 | 00:21 | 00:15 | |
Hood of Defiance | 2 | 7.14% | 7.5 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 24:53 | 18:44 | 18:44 | 31:01 | 31:01 | 31:01 | 12:17 | 09:05 | |
Aeon Disk | 1 | 3.57% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:32 | 47:32 | 47:32 | 47:32 | 47:32 | 47:32 | 00:00 | 00:00 | |
Pipe of Insight | 2 | 7.14% | 2.5 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 26:22 | 21:43 | 21:43 | 31:01 | 31:01 | 31:01 | 09:18 | 06:53 |