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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 | |
Kaya and Sange | 5 | 10.42% | 100.0 | 100.00% | +44.19% | 0.00% | 0.00% | 0.00% | 24:39 | 23:30 | 23:30 | 24:34 | 25:13 | 26:14 | 01:43 | 01:16 | |
Void Stone | 21 | 43.75% | 97.7 | 71.43% | +19.58% | -11.43% | -11.43% | 0.00% | 26:32 | 10:39 | 18:07 | 24:10 | 32:10 | 53:44 | 14:03 | 10:24 | |
Shiva's Guard | 22 | 45.83% | 95.3 | 68.18% | +14.33% | +15.15% | +31.82% | 2.49% | 31:06 | 23:52 | 27:05 | 31:27 | 33:46 | 39:31 | 06:41 | 04:57 | |
Black King Bar | 48 | 100.00% | 93.0 | 60.42% | +60.42% | +14.58% | -18.75% | -12.12% | 17:20 | 12:24 | 15:39 | 17:21 | 18:24 | 27:06 | 02:45 | 02:02 | |
Boots of Speed | 48 | 100.00% | 90.7 | 60.42% | +60.42% | -2.09% | -10.42% | -5.37% | 04:07 | 01:49 | 03:09 | 04:03 | 04:42 | 06:35 | 01:33 | 01:08 | |
Ring of Protection | 19 | 39.58% | 88.4 | 68.42% | +13.25% | +31.58% | -8.42% | -22.02% | 08:03 | 02:08 | 05:34 | 06:34 | 07:23 | 38:15 | 01:49 | 01:20 | |
Magic Wand | 44 | 91.67% | 86.0 | 59.09% | -15.91% | -13.64% | +4.55% | 4.96% | 05:32 | -01:29 | 03:35 | 05:14 | 07:15 | 10:47 | 03:40 | 02:42 | |
Refresher Orb | 4 | 8.33% | 83.7 | 100.00% | +43.18% | 0.00% | 0.00% | 0.00% | 47:44 | 38:10 | 38:10 | 47:55 | 50:58 | 53:51 | 12:48 | 09:28 | |
Soul Ring | 18 | 37.50% | 81.4 | 66.67% | +10.00% | +13.33% | -41.67% | -23.08% | 07:13 | 04:35 | 05:52 | 07:07 | 08:15 | 10:19 | 02:23 | 01:45 | |
Magic Stick | 44 | 91.67% | 79.1 | 56.82% | -43.18% | -20.46% | -2.27% | 8.46% | 02:45 | -01:29 | 01:21 | 02:10 | 03:30 | 09:30 | 02:09 | 01:35 | |
Aeon Disk | 9 | 18.75% | 76.7 | 77.78% | +21.37% | +22.22% | -27.78% | -7.23% | 35:00 | 29:18 | 31:11 | 32:47 | 38:06 | 41:53 | 06:55 | 05:07 | |
Null Talisman | 36 | 75.00% | 74.4 | 58.33% | -8.34% | -13.89% | -2.77% | 4.80% | 03:14 | -01:29 | 02:00 | 02:45 | 04:19 | 08:13 | 02:19 | 01:42 | |
Phase Boots | 11 | 22.92% | 72.1 | 72.73% | +15.97% | -6.06% | -39.40% | -24.40% | 07:44 | 06:16 | 06:37 | 07:28 | 07:59 | 10:10 | 01:22 | 01:00 | |
Chainmail | 13 | 27.08% | 69.8 | 69.23% | +12.09% | +30.77% | -35.90% | -25.00% | 09:26 | 05:07 | 05:49 | 06:29 | 08:29 | 26:00 | 02:40 | 01:58 | |
Sange | 15 | 31.25% | 67.4 | 66.67% | +9.09% | -16.67% | +8.33% | 8.38% | 25:05 | 19:44 | 21:56 | 23:24 | 24:55 | 39:57 | 02:59 | 02:12 | |
Ring of Health | 17 | 35.42% | 65.1 | 64.71% | +6.65% | -14.71% | +10.29% | 1.75% | 26:59 | 10:48 | 18:07 | 23:43 | 32:23 | 53:44 | 14:16 | 10:34 | |
Bottle | 21 | 43.75% | 62.8 | 61.90% | +2.64% | -1.90% | +18.10% | 20.00% | 01:20 | 00:14 | 01:09 | 01:17 | 01:32 | 01:58 | 00:23 | 00:17 | |
Kaya | 8 | 16.67% | 60.5 | 75.00% | +17.50% | +25.00% | -75.00% | 0.00% | 26:26 | 20:09 | 20:28 | 24:58 | 26:08 | 41:02 | 05:40 | 04:11 | |
Lotus Orb | 12 | 25.00% | 58.1 | 66.67% | +8.34% | +33.33% | 0.00% | -4.08% | 27:47 | 16:43 | 21:44 | 24:16 | 29:54 | 47:46 | 08:10 | 06:02 | |
Fluffy Hat | 3 | 6.25% | 55.8 | 100.00% | +42.22% | 0.00% | 0.00% | 0.00% | 10:47 | 04:57 | 04:57 | 05:34 | 21:51 | 21:51 | 16:54 | 12:31 | |
Arcane Boots | 3 | 6.25% | 53.5 | 100.00% | +42.22% | 0.00% | 0.00% | 0.00% | 13:52 | 05:37 | 05:37 | 17:43 | 18:15 | 18:15 | 12:38 | 09:21 | |
Aghanim's Shard | 19 | 39.58% | 51.2 | 47.37% | -21.60% | -7.37% | -47.37% | -5.63% | 28:17 | 18:10 | 22:56 | 26:58 | 30:02 | 46:44 | 07:06 | 05:15 | |
Power Treads | 18 | 37.50% | 48.8 | 44.44% | -25.56% | -44.44% | +30.56% | 25.00% | 07:32 | 05:42 | 06:04 | 07:23 | 09:04 | 09:47 | 03:00 | 02:13 | |
Blink Dagger | 12 | 25.00% | 46.5 | 50.00% | -13.89% | +16.67% | -16.67% | -3.37% | 30:19 | 19:32 | 23:47 | 27:28 | 33:41 | 54:09 | 09:54 | 07:20 | |
Wind Lace | 12 | 25.00% | 44.2 | 50.00% | -13.89% | -16.67% | +16.67% | 3.99% | 13:22 | 05:08 | 06:08 | 07:15 | 14:29 | 42:31 | 08:21 | 06:11 | |
Crown | 4 | 8.33% | 41.9 | 75.00% | +15.91% | -75.00% | +25.00% | 0.00% | 24:29 | 07:55 | 07:55 | 21:50 | 24:50 | 43:20 | 16:55 | 12:31 | |
Assault Cuirass | 2 | 4.17% | 39.5 | 100.00% | +41.30% | 0.00% | 0.00% | 0.00% | 36:47 | 34:19 | 34:19 | 39:14 | 39:14 | 39:14 | 04:55 | 03:38 | |
Falcon Blade | 2 | 4.17% | 37.2 | 100.00% | +41.30% | 0.00% | 0.00% | 0.00% | 06:05 | 05:40 | 05:40 | 06:30 | 06:30 | 06:30 | 00:50 | 00:37 | |
Buckler | 2 | 4.17% | 34.9 | 100.00% | +41.30% | 0.00% | 0.00% | 0.00% | 36:04 | 33:52 | 33:52 | 38:15 | 38:15 | 38:15 | 04:23 | 03:14 | |
Quelling Blade | 5 | 10.42% | 32.6 | 60.00% | -0.47% | -60.00% | +40.00% | 0.00% | 04:05 | -01:29 | -01:29 | -01:29 | 08:35 | 16:16 | 10:04 | 07:27 | |
Eul's Scepter of Divinity | 5 | 10.42% | 30.2 | 60.00% | -0.47% | +40.00% | -60.00% | 0.00% | 25:47 | 11:07 | 11:07 | 24:11 | 32:56 | 44:13 | 21:49 | 16:09 | |
Heaven's Halberd | 9 | 18.75% | 27.9 | 44.44% | -19.66% | -44.44% | +5.56% | 12.05% | 26:40 | 22:20 | 23:20 | 26:15 | 27:29 | 34:44 | 04:09 | 03:04 | |
Linken's Sphere | 1 | 2.08% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:44 | 33:44 | 33:44 | 33:44 | 33:44 | 33:44 | 00:00 | 00:00 | |
Aether Lens | 1 | 2.08% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:27 | 32:27 | 32:27 | 32:27 | 32:27 | 32:27 | 00:00 | 00:00 | |
Meteor Hammer | 1 | 2.08% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 00:00 | 00:00 | |
Force Staff | 1 | 2.08% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:30 | 22:30 | 22:30 | 22:30 | 22:30 | 22:30 | 00:00 | 00:00 | |
Dagon | 1 | 2.08% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:20 | 43:20 | 43:20 | 43:20 | 43:20 | 43:20 | 00:00 | 00:00 | |
Octarine Core | 1 | 2.08% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:44 | 34:44 | 34:44 | 34:44 | 34:44 | 34:44 | 00:00 | 00:00 | |
Scythe of Vyse | 2 | 4.17% | 11.6 | 50.00% | -10.87% | +50.00% | 0.00% | 0.00% | 34:55 | 30:28 | 30:28 | 39:21 | 39:21 | 39:21 | 08:53 | 06:34 | |
Rod of Atos | 2 | 4.17% | 9.3 | 50.00% | -10.87% | -50.00% | 0.00% | 0.00% | 18:22 | 11:53 | 11:53 | 24:50 | 24:50 | 24:50 | 12:57 | 09:35 | |
Overwhelming Blink | 2 | 4.17% | 7.0 | 50.00% | -10.87% | +50.00% | 0.00% | 0.00% | 52:28 | 44:23 | 44:23 | 60:33 | 60:33 | 60:33 | 16:10 | 11:58 | |
Hood of Defiance | 2 | 4.17% | 4.7 | 0.00% | -63.04% | 0.00% | 0.00% | 0.00% | 11:04 | 10:58 | 10:58 | 11:10 | 11:10 | 11:10 | 00:12 | 00:08 | |
Witch Blade | 1 | 2.08% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:00 | 26:00 | 26:00 | 26:00 | 26:00 | 26:00 | 00:00 | 00:00 |