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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 | |
Aghanim's Shard | 28 | 36.36% | 100.0 | 64.29% | +31.64% | +21.42% | -7.15% | -1.85% | 32:47 | 15:20 | 23:49 | 29:25 | 39:14 | 58:53 | 15:25 | 11:25 | |
Refresher Orb | 16 | 20.78% | 97.1 | 68.75% | +31.05% | +31.25% | -18.75% | -4.15% | 46:36 | 32:16 | 39:51 | 47:37 | 51:54 | 53:46 | 12:03 | 08:55 | |
Aether Lens | 9 | 11.69% | 94.3 | 77.78% | +38.07% | +22.22% | -27.78% | 0.00% | 42:04 | 24:24 | 30:08 | 40:49 | 46:18 | 1:04:58 | 16:10 | 11:58 | |
Black King Bar | 54 | 70.13% | 91.4 | 53.70% | +31.96% | +10.59% | -7.55% | -3.02% | 25:50 | 18:05 | 22:31 | 25:50 | 28:31 | 43:16 | 06:00 | 04:26 | |
Magic Wand | 46 | 59.74% | 88.6 | 52.17% | +19.91% | -10.50% | +2.38% | 3.04% | 05:06 | 01:16 | 02:51 | 03:48 | 07:05 | 14:29 | 04:14 | 03:08 | |
Void Stone | 38 | 49.35% | 85.7 | 52.63% | +16.73% | -22.63% | +2.93% | 2.87% | 32:47 | 11:06 | 29:54 | 33:47 | 38:49 | 51:41 | 08:55 | 06:36 | |
Aghanim's Scepter | 16 | 20.78% | 82.9 | 62.50% | +23.16% | -12.50% | +37.50% | 5.37% | 32:46 | 24:20 | 25:22 | 28:01 | 34:41 | 52:26 | 09:19 | 06:54 | |
Octarine Core | 8 | 10.39% | 80.0 | 75.00% | +34.42% | +25.00% | -25.00% | 0.00% | 43:17 | 26:22 | 30:08 | 37:14 | 46:18 | 1:04:58 | 16:10 | 11:58 | |
Ring of Health | 21 | 27.27% | 77.1 | 57.14% | +17.85% | -17.14% | +2.86% | 1.37% | 41:25 | 25:43 | 33:07 | 39:51 | 47:40 | 53:30 | 14:33 | 10:46 | |
Magic Stick | 58 | 75.32% | 74.3 | 46.55% | +9.71% | -6.55% | +17.74% | 11.39% | 02:39 | -01:29 | 01:08 | 01:48 | 03:16 | 11:28 | 02:08 | 01:34 | |
Boots of Speed | 77 | 100.00% | 71.4 | 44.16% | +44.16% | +3.21% | +3.21% | 0.00% | 05:54 | 02:39 | 04:52 | 05:46 | 06:48 | 10:35 | 01:56 | 01:25 | |
Null Talisman | 75 | 97.40% | 68.6 | 44.00% | -6.00% | -1.89% | -1.89% | 0.00% | 02:36 | 00:04 | 01:37 | 02:01 | 02:39 | 18:06 | 01:02 | 00:45 | |
Scythe of Vyse | 20 | 25.97% | 65.7 | 55.00% | +14.65% | +25.00% | -35.00% | -7.29% | 37:24 | 27:01 | 33:36 | 35:30 | 41:50 | 45:12 | 08:14 | 06:05 | |
Spirit Vessel | 46 | 59.74% | 62.9 | 45.65% | +3.71% | +4.35% | -18.38% | -11.09% | 12:47 | 09:09 | 11:07 | 12:27 | 13:10 | 25:02 | 02:03 | 01:31 | |
Blink Dagger | 23 | 29.87% | 60.0 | 52.17% | +11.43% | -2.17% | -2.17% | 0.00% | 28:31 | 13:15 | 19:53 | 27:46 | 32:18 | 56:28 | 12:25 | 09:11 | |
Chainmail | 9 | 11.69% | 57.1 | 66.67% | +25.49% | +33.33% | -16.67% | 0.00% | 14:00 | 04:22 | 06:47 | 12:05 | 16:08 | 35:34 | 09:21 | 06:55 | |
Hand of Midas | 61 | 79.22% | 54.3 | 42.62% | -7.38% | +4.05% | -2.62% | -1.13% | 15:40 | 07:35 | 12:37 | 16:24 | 18:31 | 22:43 | 05:54 | 04:22 | |
Urn of Shadows | 67 | 87.01% | 51.4 | 41.79% | -18.21% | +11.15% | -6.50% | -10.28% | 05:15 | 03:31 | 04:14 | 05:17 | 05:57 | 09:19 | 01:43 | 01:16 | |
Ring of Protection | 68 | 88.31% | 48.6 | 41.18% | -25.49% | -5.89% | -5.89% | 0.00% | 03:55 | 01:16 | 03:01 | 03:44 | 04:38 | 08:09 | 01:37 | 01:11 | |
Aeon Disk | 5 | 6.49% | 45.7 | 80.00% | +38.33% | -80.00% | +20.00% | 0.00% | 43:13 | 25:58 | 25:58 | 48:36 | 50:17 | 1:01:28 | 24:19 | 18:00 | |
Shiva's Guard | 10 | 12.99% | 42.9 | 60.00% | +18.21% | +6.67% | -10.00% | -1.92% | 34:39 | 26:25 | 29:54 | 31:41 | 38:35 | 46:42 | 08:41 | 06:25 | |
Aghanim's Blessing | 4 | 5.19% | 40.0 | 75.00% | +32.53% | +25.00% | -75.00% | 0.00% | 53:16 | 47:14 | 47:14 | 47:42 | 52:40 | 1:05:26 | 05:26 | 04:01 | |
Crown | 2 | 2.60% | 37.1 | 100.00% | +57.33% | 0.00% | 0.00% | 0.00% | 25:07 | 14:40 | 14:40 | 35:34 | 35:34 | 35:34 | 20:54 | 15:28 | |
Medallion of Courage | 2 | 2.60% | 34.3 | 100.00% | +57.33% | 0.00% | 0.00% | 0.00% | 24:20 | 13:05 | 13:05 | 35:34 | 35:34 | 35:34 | 22:29 | 16:39 | |
Solar Crest | 2 | 2.60% | 31.4 | 100.00% | +57.33% | 0.00% | 0.00% | 0.00% | 26:32 | 17:30 | 17:30 | 35:34 | 35:34 | 35:34 | 18:04 | 13:22 | |
Blight Stone | 2 | 2.60% | 28.6 | 100.00% | +57.33% | 0.00% | 0.00% | 0.00% | 24:20 | 13:05 | 13:05 | 35:34 | 35:34 | 35:34 | 22:29 | 16:39 | |
Wind Lace | 7 | 9.09% | 25.7 | 57.14% | +14.28% | -7.14% | +42.86% | 0.00% | 15:09 | 06:06 | 07:29 | 14:17 | 14:50 | 35:34 | 07:21 | 05:26 | |
Witch Blade | 6 | 7.79% | 22.9 | 50.00% | +6.34% | 0.00% | -50.00% | 0.00% | 14:19 | 10:01 | 12:27 | 12:30 | 16:27 | 21:40 | 04:00 | 02:57 | |
Phase Boots | 1 | 1.30% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:45 | 04:45 | 04:45 | 04:45 | 04:45 | 04:45 | 00:00 | 00:00 | |
Quelling Blade | 1 | 1.30% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:01 | 16:01 | 16:01 | 16:01 | 16:01 | 16:01 | 00:00 | 00:00 | |
Fluffy Hat | 2 | 2.60% | 14.3 | 50.00% | +6.00% | -50.00% | 0.00% | 0.00% | 10:19 | 07:00 | 07:00 | 13:38 | 13:38 | 13:38 | 06:38 | 04:54 | |
Force Staff | 2 | 2.60% | 11.4 | 50.00% | +6.00% | -50.00% | 0.00% | 0.00% | 18:14 | 17:55 | 17:55 | 18:32 | 18:32 | 18:32 | 00:37 | 00:27 | |
Orchid Malevolence | 6 | 7.79% | 8.6 | 16.67% | -29.81% | -16.67% | -16.67% | 0.00% | 17:47 | 15:40 | 17:31 | 18:11 | 18:21 | 18:48 | 00:50 | 00:37 | |
Drum of Endurance | 1 | 1.30% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:42 | 12:42 | 12:42 | 12:42 | 12:42 | 12:42 | 00:00 | 00:00 | |
Linken's Sphere | 7 | 9.09% | 2.9 | 0.00% | -48.57% | 0.00% | 0.00% | 0.00% | 36:13 | 27:13 | 32:03 | 37:47 | 39:07 | 44:14 | 07:04 | 05:14 |