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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 | |
Black King Bar | 5 | 11.63% | 100.0 | 100.00% | +55.26% | 0.00% | 0.00% | 0.00% | 33:53 | 28:19 | 28:19 | 34:16 | 36:39 | 39:52 | 08:20 | 06:10 | |
Heaven's Halberd | 14 | 32.56% | 97.0 | 71.43% | +30.05% | +3.57% | -4.76% | -1.09% | 26:19 | 15:54 | 20:38 | 25:09 | 28:17 | 45:11 | 07:39 | 05:40 | |
Lotus Orb | 11 | 25.58% | 93.9 | 72.73% | +28.98% | -6.06% | -6.06% | 0.00% | 27:30 | 19:34 | 21:18 | 27:20 | 31:08 | 38:21 | 09:50 | 07:17 | |
Hood of Defiance | 32 | 74.42% | 90.9 | 56.25% | +19.89% | +18.75% | -43.75% | -17.20% | 11:45 | 05:01 | 09:18 | 10:34 | 12:56 | 20:29 | 03:38 | 02:41 | |
Pipe of Insight | 6 | 13.95% | 87.9 | 83.33% | +37.38% | +16.67% | +16.67% | 0.00% | 20:33 | 18:52 | 19:10 | 19:36 | 21:54 | 22:54 | 02:44 | 02:01 | |
Vanguard | 39 | 90.70% | 84.8 | 53.85% | +28.85% | +26.15% | -23.85% | -29.41% | 06:33 | 04:01 | 05:34 | 06:16 | 07:16 | 11:06 | 01:42 | 01:15 | |
Magic Stick | 35 | 81.40% | 81.8 | 54.29% | +16.79% | +12.38% | -20.96% | -2.65% | 07:10 | -01:29 | 00:44 | 05:44 | 13:19 | 22:09 | 12:35 | 09:19 | |
Sange | 16 | 37.21% | 78.8 | 62.50% | +18.06% | +12.50% | -12.50% | -2.83% | 24:04 | 14:24 | 18:22 | 23:47 | 27:12 | 42:17 | 08:50 | 06:32 | |
Boots of Speed | 43 | 100.00% | 75.8 | 51.16% | +51.16% | -14.80% | -5.71% | 3.00% | 07:57 | 01:53 | 06:40 | 07:22 | 09:42 | 14:48 | 03:02 | 02:14 | |
Blink Dagger | 43 | 100.00% | 72.7 | 51.16% | +51.16% | -14.80% | -23.89% | -3.35% | 15:00 | 10:11 | 13:10 | 14:36 | 15:53 | 39:36 | 02:43 | 02:00 | |
Ring of Health | 43 | 100.00% | 69.7 | 51.16% | +51.16% | +21.57% | -23.89% | -45.46% | 03:26 | 01:52 | 02:37 | 03:13 | 03:33 | 13:40 | 00:56 | 00:41 | |
Void Stone | 12 | 27.91% | 66.7 | 66.67% | +21.51% | 0.00% | 0.00% | 0.00% | 26:15 | 15:26 | 20:27 | 22:49 | 31:08 | 38:05 | 10:41 | 07:54 | |
Quelling Blade | 37 | 86.05% | 63.6 | 51.35% | +1.35% | +4.21% | +4.21% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:25 | 00:00 | 00:00 | |
Magic Wand | 31 | 72.09% | 60.6 | 51.61% | +1.61% | +23.39% | -14.11% | -4.99% | 13:09 | 04:27 | 08:40 | 12:42 | 16:11 | 23:01 | 07:31 | 05:34 | |
Heart of Tarrasque | 9 | 20.93% | 57.6 | 66.67% | +19.61% | +33.33% | -16.67% | -4.52% | 34:42 | 22:19 | 28:11 | 36:31 | 39:14 | 44:12 | 11:03 | 08:11 | |
Ring of Protection | 26 | 60.47% | 54.5 | 50.00% | -2.94% | -21.43% | +16.67% | 38.10% | 00:42 | -01:29 | -01:29 | -01:29 | -01:28 | 34:34 | 00:01 | 00:00 | |
Headdress | 8 | 18.60% | 51.5 | 62.50% | +13.93% | +37.50% | -12.50% | 0.00% | 19:20 | 16:46 | 18:10 | 18:22 | 20:18 | 22:10 | 02:08 | 01:34 | |
Arcane Boots | 6 | 13.95% | 48.5 | 66.67% | +18.02% | -16.67% | +33.33% | 0.00% | 20:17 | 16:16 | 17:51 | 19:55 | 21:16 | 25:25 | 03:25 | 02:31 | |
Aghanim's Scepter | 6 | 13.95% | 45.5 | 66.67% | +18.02% | -16.67% | +33.33% | 0.00% | 28:47 | 24:33 | 26:40 | 27:38 | 30:03 | 33:45 | 03:23 | 02:30 | |
Overwhelming Blink | 2 | 4.65% | 42.4 | 100.00% | +51.22% | 0.00% | 0.00% | 0.00% | 43:00 | 39:25 | 39:25 | 46:35 | 46:35 | 46:35 | 07:10 | 05:18 | |
Soul Ring | 2 | 4.65% | 39.4 | 100.00% | +51.22% | 0.00% | 0.00% | 0.00% | 19:35 | 19:23 | 19:23 | 19:47 | 19:47 | 19:47 | 00:24 | 00:17 | |
Bracer | 7 | 16.28% | 36.4 | 57.14% | +7.14% | -7.14% | +42.86% | 0.00% | 03:34 | 01:37 | 01:47 | 02:31 | 04:28 | 07:22 | 02:41 | 01:59 | |
Phase Boots | 10 | 23.26% | 33.3 | 50.00% | -1.52% | -16.67% | 0.00% | 2.30% | 13:32 | 07:16 | 10:58 | 11:10 | 18:12 | 19:34 | 07:14 | 05:21 | |
Chainmail | 11 | 25.58% | 30.3 | 45.45% | -7.68% | -12.12% | +21.22% | 7.94% | 11:09 | 05:43 | 07:57 | 09:47 | 12:09 | 18:13 | 04:12 | 03:06 | |
Helm of Iron Will | 8 | 18.60% | 27.3 | 50.00% | -1.43% | 0.00% | -50.00% | 0.00% | 23:23 | 07:28 | 18:50 | 19:57 | 23:56 | 44:19 | 05:06 | 03:46 | |
Crimson Guard | 8 | 18.60% | 24.2 | 50.00% | -1.43% | 0.00% | -50.00% | 0.00% | 24:24 | 11:01 | 19:06 | 22:06 | 24:26 | 44:24 | 05:20 | 03:57 | |
Fluffy Hat | 3 | 6.98% | 21.2 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 32:33 | 28:11 | 28:11 | 32:38 | 36:50 | 36:50 | 08:39 | 06:24 | |
Force Staff | 3 | 6.98% | 18.2 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 32:38 | 28:22 | 28:22 | 32:41 | 36:50 | 36:50 | 08:28 | 06:16 | |
Aghanim's Shard | 3 | 6.98% | 15.2 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 34:52 | 30:10 | 30:10 | 35:42 | 38:45 | 38:45 | 08:35 | 06:21 | |
Assault Cuirass | 1 | 2.33% | 12.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:32 | 35:32 | 35:32 | 35:32 | 35:32 | 35:32 | 00:00 | 00:00 | |
Buckler | 1 | 2.33% | 9.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:34 | 34:34 | 34:34 | 34:34 | 34:34 | 34:34 | 00:00 | 00:00 | |
Wind Lace | 1 | 2.33% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:18 | 19:18 | 19:18 | 19:18 | 19:18 | 19:18 | 00:00 | 00:00 | |
Eul's Scepter of Divinity | 1 | 2.33% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:34 | 20:34 | 20:34 | 20:34 | 20:34 | 20:34 | 00:00 | 00:00 |