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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 | |||||||||||||||
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Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Ring of Basilius | 15 | 93.75% | 100.0 | 33.33% | +33.33% | +41.67% | +16.67% | -25.00% | 02:10 | 00:11 | 01:33 | 01:50 | 02:30 | 05:21 | 00:57 | 00:42 | |
Magic Wand | 15 | 93.75% | 97.7 | 33.33% | +33.33% | +11.11% | -8.33% | -9.80% | 01:21 | -01:29 | -01:29 | -01:29 | 03:28 | 15:25 | 04:57 | 03:40 | |
Arcane Boots | 15 | 93.75% | 95.5 | 33.33% | +33.33% | +41.67% | -8.33% | -48.39% | 05:22 | 03:45 | 04:34 | 04:53 | 05:36 | 08:23 | 01:02 | 00:45 | |
Manta Style | 16 | 100.00% | 93.2 | 31.25% | +31.25% | +43.75% | -31.25% | -45.34% | 14:07 | 12:12 | 13:19 | 14:01 | 14:58 | 15:55 | 01:39 | 01:13 | |
Yasha | 16 | 100.00% | 90.9 | 31.25% | +31.25% | +18.75% | -6.25% | -17.49% | 10:15 | 08:35 | 09:37 | 10:08 | 11:02 | 11:58 | 01:25 | 01:03 | |
Boots of Speed | 16 | 100.00% | 88.6 | 31.25% | +31.25% | +18.75% | -6.25% | -25.00% | 03:14 | 02:32 | 02:56 | 03:15 | 03:25 | 03:58 | 00:29 | 00:21 | |
Diadem | 16 | 100.00% | 86.4 | 31.25% | +31.25% | +43.75% | -31.25% | -56.60% | 11:34 | 09:21 | 11:11 | 11:25 | 12:30 | 12:56 | 01:19 | 00:58 | |
Disperser | 11 | 68.75% | 84.1 | 36.36% | +16.36% | -3.03% | -36.36% | -11.56% | 24:17 | 19:35 | 22:32 | 23:12 | 25:25 | 32:24 | 02:53 | 02:08 | |
Butterfly | 11 | 68.75% | 81.8 | 36.36% | +16.36% | -3.03% | +30.31% | 3.04% | 25:43 | 17:20 | 21:02 | 22:14 | 31:59 | 38:16 | 10:57 | 08:07 | |
Diffusal Blade | 11 | 68.75% | 79.5 | 36.36% | +16.36% | +30.31% | -36.36% | -15.12% | 20:05 | 15:13 | 17:24 | 18:38 | 21:49 | 29:11 | 04:24 | 03:15 | |
Eye of Skadi | 10 | 62.50% | 77.3 | 30.00% | -3.33% | +3.33% | -30.00% | -9.16% | 29:57 | 20:29 | 26:14 | 28:08 | 29:52 | 51:17 | 03:38 | 02:41 | |
Helm of Iron Will | 1 | 6.25% | 75.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:29 | 38:29 | 38:29 | 38:29 | 38:29 | 38:29 | 00:00 | 00:00 | |
Nullifier | 1 | 6.25% | 72.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:56 | 38:56 | 38:56 | 38:56 | 38:56 | 38:56 | 00:00 | 00:00 | |
Scythe of Vyse | 1 | 6.25% | 70.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:25 | 26:25 | 26:25 | 26:25 | 26:25 | 26:25 | 00:00 | 00:00 | |
Divine Rapier | 1 | 6.25% | 68.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 00:00 | 00:00 | |
Aghanim's Shard | 5 | 31.25% | 65.9 | 40.00% | +12.73% | +10.00% | +10.00% | 0.00% | 36:29 | 30:42 | 31:10 | 37:14 | 40:16 | 43:05 | 09:06 | 06:44 | |
Javelin | 5 | 31.25% | 63.6 | 40.00% | +12.73% | +60.00% | -40.00% | -55.56% | 27:50 | 19:39 | 27:49 | 28:54 | 29:37 | 33:11 | 01:48 | 01:20 | |
Monkey King Bar | 5 | 31.25% | 61.4 | 40.00% | +12.73% | +60.00% | -40.00% | -19.05% | 30:03 | 21:35 | 28:08 | 29:52 | 33:23 | 37:18 | 05:15 | 03:53 | |
Daedalus | 7 | 43.75% | 59.1 | 28.57% | -4.76% | -28.57% | -28.57% | 0.00% | 36:15 | 29:55 | 34:08 | 35:41 | 39:19 | 41:13 | 05:11 | 03:50 | |
Black King Bar | 7 | 43.75% | 56.8 | 28.57% | -4.76% | +21.43% | -28.57% | -4.64% | 42:28 | 35:05 | 35:41 | 40:42 | 46:28 | 57:12 | 10:47 | 07:59 | |
Wind Lace | 7 | 43.75% | 54.5 | 28.57% | -4.76% | +71.43% | -28.57% | -18.93% | 14:24 | 09:01 | 11:09 | 13:51 | 16:26 | 22:46 | 05:17 | 03:54 | |
Crystalys | 10 | 62.50% | 52.3 | 20.00% | -30.00% | -20.00% | -20.00% | 0.00% | 30:57 | 25:02 | 25:52 | 31:38 | 34:23 | 39:55 | 08:30 | 06:18 | |
Linken's Sphere | 2 | 12.50% | 50.0 | 50.00% | +21.43% | +50.00% | -50.00% | 0.00% | 38:37 | 27:00 | 32:48 | 38:36 | 44:24 | 50:13 | 11:36 | 08:35 | |
Void Stone | 2 | 12.50% | 47.7 | 50.00% | +21.43% | +50.00% | -50.00% | 0.00% | 37:28 | 25:08 | 31:18 | 37:28 | 43:38 | 49:48 | 12:20 | 09:08 | |
Ring of Health | 2 | 12.50% | 47.7 | 50.00% | +21.43% | +50.00% | -50.00% | 0.00% | 37:28 | 25:08 | 31:18 | 37:28 | 43:38 | 49:48 | 12:20 | 09:08 | |
Blink Dagger | 6 | 37.50% | 43.2 | 16.67% | -23.33% | -16.67% | -16.67% | 0.00% | 40:13 | 28:58 | 37:38 | 41:27 | 44:51 | 47:03 | 07:13 | 05:20 | |
Magic Stick | 6 | 37.50% | 40.9 | 16.67% | -23.33% | +8.33% | -16.67% | -12.85% | 00:44 | -01:29 | -01:29 | -01:29 | 03:25 | 05:13 | 04:54 | 03:38 | |
Aghanim's Scepter | 2 | 12.50% | 38.6 | 0.00% | -35.71% | 0.00% | 0.00% | 0.00% | 31:44 | 30:19 | 31:01 | 31:44 | 32:26 | 33:09 | 01:25 | 01:02 | |
Swift Blink | 3 | 18.75% | 36.4 | 0.00% | -38.46% | 0.00% | 0.00% | 0.00% | 43:38 | 37:27 | 41:46 | 46:06 | 46:44 | 47:22 | 04:57 | 03:40 | |
Spark of Courage | 1 | 6.25% | 34.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 00:00 | 00:00 | |
Quelling Blade | 3 | 18.75% | 31.8 | 0.00% | -38.46% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:00 | 00:00 | |
Specialist's Array | 3 | 18.75% | 29.5 | 0.00% | -38.46% | 0.00% | 0.00% | 0.00% | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 00:00 | 00:00 | |
Pig Pole | 1 | 6.25% | 27.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 00:00 | 00:00 | |
Power Treads | 1 | 6.25% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:09 | 07:09 | 07:09 | 07:09 | 07:09 | 07:09 | 00:00 | 00:00 | |
Elven Tunic | 2 | 12.50% | 22.7 | 0.00% | -35.71% | 0.00% | 0.00% | 0.00% | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 00:00 | 00:00 | |
Null Talisman | 1 | 6.25% | 20.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Ninja Gear | 1 | 6.25% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 | |
Enchanted Quiver | 1 | 6.25% | 15.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 00:00 | 00:00 | |
Mind Breaker | 1 | 6.25% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 | |
Aghanim's Blessing | 2 | 12.50% | 11.4 | 0.00% | -35.71% | 0.00% | 0.00% | 0.00% | 52:03 | 42:45 | 47:24 | 52:03 | 56:42 | 1:01:21 | 09:18 | 06:53 | |
Moon Shard | 1 | 6.25% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:25 | 1:01:25 | 1:01:25 | 1:01:25 | 1:01:25 | 1:01:25 | 00:00 | 00:00 | |
Wraith Band | 1 | 6.25% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:26 | 02:26 | 02:26 | 02:26 | 02:26 | 02:26 | 00:00 | 00:00 | |
Dragon Lance | 1 | 6.25% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 00:00 | 00:00 | |
Safety Bubble | 1 | 6.25% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 00:00 | 00:00 |