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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 | |
Ring of Health | 13 | 11.40% | 100.0 | 92.31% | +50.73% | +7.69% | +7.69% | 0.00% | 31:48 | 18:41 | 28:12 | 30:46 | 37:18 | 42:20 | 09:06 | 06:44 | |
Ghost Scepter | 11 | 9.65% | 97.8 | 90.91% | +48.19% | +9.09% | -24.24% | -4.85% | 33:52 | 22:54 | 30:21 | 35:12 | 37:13 | 40:33 | 06:52 | 05:05 | |
Linken's Sphere | 9 | 7.89% | 95.7 | 88.89% | +45.08% | +11.11% | +11.11% | 0.00% | 34:09 | 21:11 | 29:03 | 33:08 | 39:48 | 42:48 | 10:45 | 07:57 | |
Kaya and Sange | 62 | 54.39% | 93.5 | 59.68% | +26.99% | -3.43% | +13.65% | 1.55% | 24:46 | 13:36 | 18:42 | 24:23 | 29:44 | 42:07 | 11:02 | 08:10 | |
Ethereal Blade | 8 | 7.02% | 91.3 | 87.50% | +43.16% | +12.50% | -37.50% | -4.91% | 37:13 | 28:23 | 29:37 | 36:23 | 39:48 | 51:56 | 10:11 | 07:32 | |
Sange | 64 | 56.14% | 89.1 | 57.81% | +23.81% | +4.69% | +23.44% | 2.01% | 23:51 | 13:36 | 18:18 | 22:54 | 27:37 | 42:07 | 09:19 | 06:54 | |
Aghanim's Scepter | 88 | 77.19% | 87.0 | 54.55% | +31.47% | +9.09% | -9.10% | -3.35% | 24:59 | 15:47 | 21:45 | 24:31 | 27:11 | 36:53 | 05:26 | 04:01 | |
Kaya | 70 | 61.40% | 84.8 | 54.29% | +17.93% | -4.29% | -1.35% | 0.21% | 21:03 | 10:07 | 13:53 | 18:59 | 28:00 | 42:07 | 14:07 | 10:27 | |
Void Stone | 83 | 72.81% | 82.6 | 53.01% | +20.75% | -10.15% | -5.39% | 0.88% | 14:42 | 06:46 | 10:45 | 13:32 | 16:08 | 44:49 | 05:23 | 03:59 | |
Magic Wand | 98 | 85.96% | 80.4 | 50.00% | +18.75% | -2.00% | -4.17% | -0.53% | 06:45 | 00:35 | 04:21 | 06:14 | 08:28 | 19:17 | 04:07 | 03:02 | |
Magic Stick | 100 | 87.72% | 78.3 | 49.00% | +13.29% | +3.00% | -9.00% | -3.09% | 04:10 | -01:29 | 02:15 | 03:02 | 06:08 | 19:17 | 03:53 | 02:52 | |
Aether Lens | 4 | 3.51% | 76.1 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 45:53 | 38:56 | 38:56 | 45:06 | 48:20 | 51:08 | 09:24 | 06:57 | |
Octarine Core | 4 | 3.51% | 73.9 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 46:55 | 38:56 | 38:56 | 46:45 | 50:49 | 51:08 | 11:53 | 08:48 | |
Boots of Speed | 114 | 100.00% | 71.7 | 47.37% | +47.37% | +11.25% | -8.08% | -8.23% | 05:18 | 01:44 | 04:06 | 05:21 | 06:27 | 11:02 | 02:21 | 01:44 | |
Aeon Disk | 15 | 13.16% | 69.6 | 66.67% | +22.23% | +8.33% | +8.33% | 0.00% | 37:38 | 27:07 | 31:08 | 36:06 | 43:05 | 53:38 | 11:57 | 08:51 | |
Bottle | 110 | 96.49% | 67.4 | 47.27% | -2.73% | +17.02% | -2.83% | -19.85% | 01:43 | 00:29 | 01:24 | 01:36 | 01:47 | 06:05 | 00:23 | 00:17 | |
Wind Lace | 77 | 67.54% | 65.2 | 49.35% | +6.11% | +8.54% | -1.98% | -3.32% | 11:19 | -01:25 | 09:50 | 11:26 | 13:00 | 23:04 | 03:10 | 02:20 | |
Quelling Blade | 112 | 98.25% | 63.0 | 46.43% | -53.57% | 0.00% | 0.00% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | 00:58 | 00:00 | 00:00 | |
Eul's Scepter of Divinity | 76 | 66.67% | 60.9 | 48.68% | +3.94% | +25.00% | -6.57% | -9.47% | 14:48 | 10:28 | 13:04 | 14:22 | 16:24 | 23:26 | 03:20 | 02:28 | |
Aghanim's Shard | 55 | 48.25% | 58.7 | 50.91% | +6.84% | -15.20% | +6.23% | 2.75% | 31:27 | 20:02 | 26:10 | 30:33 | 33:58 | 53:59 | 07:48 | 05:46 | |
Phase Boots | 22 | 19.30% | 56.5 | 59.09% | +14.52% | +7.58% | +20.91% | 6.30% | 08:52 | 05:16 | 07:56 | 09:03 | 10:03 | 11:26 | 02:07 | 01:34 | |
Null Talisman | 99 | 86.84% | 54.3 | 45.45% | -14.55% | +2.55% | +2.55% | 0.00% | 04:42 | 01:37 | 03:46 | 04:24 | 05:30 | 08:20 | 01:44 | 01:17 | |
Black King Bar | 18 | 15.79% | 52.2 | 61.11% | +16.32% | -21.11% | +13.89% | 7.75% | 33:51 | 26:33 | 31:24 | 32:37 | 35:55 | 41:35 | 04:31 | 03:20 | |
Shiva's Guard | 10 | 8.77% | 50.0 | 70.00% | +24.81% | +30.00% | -20.00% | -7.25% | 38:26 | 29:15 | 35:12 | 39:25 | 42:06 | 44:28 | 06:54 | 05:06 | |
Chainmail | 24 | 21.05% | 47.8 | 54.17% | +8.61% | +12.50% | +12.50% | 0.00% | 08:36 | 04:50 | 07:07 | 08:36 | 09:29 | 15:11 | 02:22 | 01:45 | |
Crown | 5 | 4.39% | 45.7 | 80.00% | +34.13% | +20.00% | +20.00% | 0.00% | 40:18 | 28:39 | 28:39 | 40:18 | 44:17 | 52:19 | 15:38 | 11:34 | |
Dagon | 5 | 4.39% | 43.5 | 80.00% | +34.13% | +20.00% | +20.00% | 0.00% | 40:27 | 28:39 | 28:39 | 41:02 | 44:17 | 52:19 | 15:38 | 11:34 | |
Orb of Venom | 2 | 1.75% | 41.3 | 100.00% | +53.57% | 0.00% | 0.00% | 0.00% | 01:41 | -01:29 | -01:29 | 04:50 | 04:50 | 04:50 | 06:19 | 04:40 | |
Dagon (level 2) | 2 | 1.75% | 39.1 | 100.00% | +53.57% | 0.00% | 0.00% | 0.00% | 40:29 | 28:39 | 28:39 | 52:19 | 52:19 | 52:19 | 23:40 | 17:31 | |
Dagon (level 3) | 2 | 1.75% | 37.0 | 100.00% | +53.57% | 0.00% | 0.00% | 0.00% | 41:52 | 29:48 | 29:48 | 53:56 | 53:56 | 53:56 | 24:08 | 17:52 | |
Dagon (level 4) | 2 | 1.75% | 34.8 | 100.00% | +53.57% | 0.00% | 0.00% | 0.00% | 42:57 | 31:24 | 31:24 | 54:29 | 54:29 | 54:29 | 23:05 | 17:05 | |
Dagon (level 5) | 2 | 1.75% | 32.6 | 100.00% | +53.57% | 0.00% | 0.00% | 0.00% | 44:34 | 32:54 | 32:54 | 56:13 | 56:13 | 56:13 | 23:19 | 17:16 | |
Scythe of Vyse | 6 | 5.26% | 30.4 | 50.00% | +2.78% | 0.00% | -50.00% | 0.00% | 46:26 | 37:58 | 44:15 | 44:40 | 51:39 | 53:02 | 07:24 | 05:28 | |
Arcane Boots | 3 | 2.63% | 28.3 | 66.67% | +19.82% | +33.33% | 0.00% | 0.00% | 28:47 | 24:18 | 24:18 | 29:47 | 32:16 | 32:16 | 07:58 | 05:54 | |
Blink Dagger | 4 | 3.51% | 26.1 | 50.00% | +2.73% | +50.00% | -50.00% | 0.00% | 40:28 | 30:15 | 30:15 | 34:35 | 48:10 | 48:50 | 17:55 | 13:16 | |
Lotus Orb | 1 | 0.88% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:36 | 45:36 | 45:36 | 45:36 | 45:36 | 45:36 | 00:00 | 00:00 | |
Tranquil Boots | 1 | 0.88% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:03 | 03:03 | 03:03 | 03:03 | 03:03 | 03:03 | 00:00 | 00:00 | |
Refresher Orb | 1 | 0.88% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:19 | 35:19 | 35:19 | 35:19 | 35:19 | 35:19 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 0.88% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:47 | 55:47 | 55:47 | 55:47 | 55:47 | 55:47 | 00:00 | 00:00 | |
Wind Waker | 1 | 0.88% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:37 | 57:37 | 57:37 | 57:37 | 57:37 | 57:37 | 00:00 | 00:00 | |
Hand of Midas | 2 | 1.75% | 13.0 | 50.00% | +2.68% | -50.00% | 0.00% | 0.00% | 09:48 | 08:04 | 08:04 | 11:31 | 11:31 | 11:31 | 03:27 | 02:33 | |
Urn of Shadows | 3 | 2.63% | 10.9 | 33.33% | -14.42% | -33.33% | 0.00% | 0.00% | 08:01 | 06:09 | 06:09 | 07:44 | 10:11 | 10:11 | 04:02 | 02:59 | |
Spirit Vessel | 3 | 2.63% | 8.7 | 33.33% | -14.42% | +66.67% | 0.00% | 0.00% | 14:39 | 12:52 | 12:52 | 15:12 | 15:53 | 15:53 | 03:01 | 02:14 | |
Power Treads | 3 | 2.63% | 6.5 | 33.33% | -14.42% | -33.33% | 0.00% | 0.00% | 09:09 | 08:57 | 08:57 | 09:03 | 09:26 | 09:26 | 00:29 | 00:21 | |
Ring of Protection | 3 | 2.63% | 4.3 | 33.33% | -14.42% | -33.33% | 0.00% | 0.00% | 07:20 | 05:16 | 05:16 | 07:17 | 09:26 | 09:26 | 04:10 | 03:05 | |
Blade Mail | 1 | 0.88% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:12 | 15:12 | 15:12 | 15:12 | 15:12 | 15:12 | 00:00 | 00:00 |