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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 | |
Void Stone | 14 | 19.72% | 100.0 | 85.71% | +54.13% | +14.29% | -19.04% | -3.56% | 42:16 | 31:30 | 35:01 | 39:21 | 44:22 | 1:17:07 | 09:21 | 06:55 | |
Aether Lens | 13 | 18.31% | 98.0 | 84.62% | +51.86% | +15.38% | -17.95% | -3.78% | 39:10 | 31:40 | 34:02 | 37:15 | 42:51 | 49:45 | 08:49 | 06:31 | |
Black King Bar | 35 | 49.30% | 96.1 | 57.14% | +29.36% | -23.81% | +20.64% | 4.94% | 27:38 | 18:03 | 21:49 | 25:36 | 30:49 | 50:58 | 09:00 | 06:40 | |
Aghanim's Scepter | 25 | 35.21% | 94.1 | 60.00% | +27.39% | +6.67% | -10.00% | -1.75% | 38:02 | 23:20 | 31:08 | 36:48 | 40:39 | 1:06:21 | 09:31 | 07:02 | |
Tranquil Boots | 14 | 19.72% | 92.2 | 64.29% | +27.45% | +10.71% | +35.71% | 1.49% | 19:14 | 04:48 | 07:17 | 14:50 | 24:07 | 56:40 | 16:50 | 12:28 | |
Blink Dagger | 61 | 85.92% | 90.2 | 47.54% | +37.54% | +19.13% | -20.87% | -5.10% | 19:53 | 12:04 | 15:17 | 19:33 | 23:08 | 34:53 | 07:51 | 05:48 | |
Boots of Speed | 71 | 100.00% | 88.2 | 42.25% | +42.25% | +2.19% | -8.92% | -4.17% | 03:48 | -01:29 | 02:51 | 04:00 | 05:31 | 10:05 | 02:40 | 01:58 | |
Magic Stick | 67 | 94.37% | 86.3 | 41.79% | -8.21% | -6.50% | -0.61% | 1.39% | 03:00 | -01:29 | 00:29 | 02:41 | 04:43 | 12:04 | 04:14 | 03:08 | |
Octarine Core | 5 | 7.04% | 84.3 | 80.00% | +40.61% | +20.00% | +20.00% | 0.00% | 46:07 | 37:04 | 37:04 | 48:16 | 50:37 | 51:11 | 13:33 | 10:02 | |
Wind Lace | 22 | 30.99% | 82.4 | 50.00% | +11.22% | +33.33% | -30.00% | -7.08% | 09:28 | -01:29 | 04:09 | 05:10 | 13:06 | 56:33 | 08:57 | 06:37 | |
Fluffy Hat | 33 | 46.48% | 80.4 | 45.45% | +5.98% | -20.45% | +4.55% | 4.89% | 13:11 | 06:10 | 09:10 | 10:23 | 14:17 | 32:32 | 05:07 | 03:47 | |
Magic Wand | 58 | 81.69% | 78.4 | 37.93% | -23.61% | -11.26% | +12.07% | 3.90% | 08:57 | -01:29 | 05:13 | 07:15 | 11:12 | 26:36 | 05:59 | 04:25 | |
Quelling Blade | 39 | 54.93% | 76.5 | 41.03% | -2.72% | -11.03% | +18.97% | 0.00% | 01:18 | -01:29 | -01:29 | -01:29 | -01:29 | 35:05 | 00:00 | 00:00 | |
Blight Stone | 16 | 22.54% | 74.5 | 50.00% | +10.00% | +50.00% | 0.00% | -2.72% | 18:50 | -01:29 | 08:14 | 21:28 | 26:38 | 43:02 | 18:24 | 13:37 | |
Chainmail | 44 | 61.97% | 72.5 | 38.64% | -9.51% | -20.46% | -2.28% | 4.40% | 09:35 | 01:56 | 06:36 | 07:37 | 10:44 | 40:51 | 04:08 | 03:03 | |
Phase Boots | 41 | 57.75% | 70.6 | 39.02% | -7.65% | -19.02% | -9.02% | 1.72% | 11:05 | 05:20 | 07:07 | 08:20 | 12:55 | 40:51 | 05:48 | 04:17 | |
Falcon Blade | 23 | 32.39% | 68.6 | 43.48% | +1.81% | -26.81% | +6.52% | 29.41% | 10:21 | 06:18 | 10:01 | 10:24 | 11:09 | 13:09 | 01:08 | 00:50 | |
Bottle | 20 | 28.17% | 66.7 | 45.00% | +3.82% | +15.00% | -25.00% | -40.00% | 01:58 | 00:09 | 01:37 | 01:41 | 01:58 | 07:19 | 00:21 | 00:15 | |
Aeon Disk | 4 | 5.63% | 64.7 | 75.00% | +34.70% | +25.00% | +25.00% | 0.00% | 59:35 | 49:51 | 49:51 | 54:47 | 1:01:02 | 1:12:40 | 11:11 | 08:17 | |
Boots of Travel 2 | 2 | 2.82% | 62.7 | 100.00% | +59.42% | 0.00% | 0.00% | 0.00% | 53:28 | 51:28 | 51:28 | 55:28 | 55:28 | 55:28 | 04:00 | 02:57 | |
Boots of Travel | 2 | 2.82% | 60.8 | 100.00% | +59.42% | 0.00% | 0.00% | 0.00% | 51:31 | 31:03 | 31:03 | 1:11:58 | 1:11:58 | 1:11:58 | 40:55 | 30:18 | |
Bracer | 10 | 14.08% | 58.8 | 50.00% | +9.02% | +16.67% | 0.00% | -1.86% | 10:13 | 01:58 | 02:07 | 05:39 | 11:06 | 34:01 | 08:59 | 06:39 | |
Force Staff | 8 | 11.27% | 56.9 | 50.00% | +8.73% | 0.00% | 0.00% | 0.00% | 32:41 | 18:53 | 25:38 | 30:38 | 32:06 | 1:01:18 | 06:28 | 04:47 | |
Desolator | 8 | 11.27% | 54.9 | 50.00% | +8.73% | 0.00% | 0.00% | 0.00% | 26:18 | 18:41 | 18:45 | 24:23 | 27:32 | 43:02 | 08:47 | 06:30 | |
Assault Cuirass | 3 | 4.23% | 52.9 | 66.67% | +25.49% | +33.33% | 0.00% | 0.00% | 41:30 | 31:11 | 31:11 | 39:43 | 53:37 | 53:37 | 22:26 | 16:37 | |
Ring of Health | 3 | 4.23% | 51.0 | 66.67% | +25.49% | -66.67% | 0.00% | 0.00% | 45:14 | 16:56 | 16:56 | 41:41 | 1:17:06 | 1:17:06 | 60:10 | 44:34 | |
Shadow Blade | 3 | 4.23% | 49.0 | 66.67% | +25.49% | +33.33% | 0.00% | 0.00% | 38:01 | 35:32 | 35:32 | 35:59 | 42:32 | 42:32 | 07:00 | 05:11 | |
Buckler | 8 | 11.27% | 47.1 | 37.50% | -5.36% | +12.50% | +12.50% | 0.00% | 27:41 | 10:16 | 13:18 | 14:58 | 39:24 | 53:04 | 26:06 | 19:20 | |
Drum of Endurance | 4 | 5.63% | 45.1 | 50.00% | +8.21% | +50.00% | -50.00% | 0.00% | 24:06 | 12:54 | 12:54 | 14:21 | 29:36 | 39:32 | 16:42 | 12:22 | |
Swift Blink | 1 | 1.41% | 43.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:40 | 60:40 | 60:40 | 60:40 | 60:40 | 60:40 | 00:00 | 00:00 | |
Aghanim's Shard | 1 | 1.41% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:18 | 42:18 | 42:18 | 42:18 | 42:18 | 42:18 | 00:00 | 00:00 | |
Boots of Bearing | 1 | 1.41% | 39.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 00:00 | 00:00 | |
Linken's Sphere | 1 | 1.41% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:41 | 41:41 | 41:41 | 41:41 | 41:41 | 41:41 | 00:00 | 00:00 | |
Power Treads | 1 | 1.41% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:03 | 38:03 | 38:03 | 38:03 | 38:03 | 38:03 | 00:00 | 00:00 | |
Refresher Orb | 1 | 1.41% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:17:16 | 1:17:16 | 1:17:16 | 1:17:16 | 1:17:16 | 1:17:16 | 00:00 | 00:00 | |
Scythe of Vyse | 1 | 1.41% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:39 | 52:39 | 52:39 | 52:39 | 52:39 | 52:39 | 00:00 | 00:00 | |
Ring of Protection | 11 | 15.49% | 29.4 | 27.27% | -17.73% | -27.27% | +6.06% | 1.56% | 19:53 | -01:29 | 07:26 | 14:39 | 28:45 | 53:03 | 21:19 | 15:47 | |
Arcane Boots | 6 | 8.45% | 27.5 | 33.33% | -9.75% | +16.67% | +66.67% | 19.61% | 11:05 | 04:41 | 06:33 | 06:59 | 09:06 | 31:44 | 02:33 | 01:53 | |
Guardian Greaves | 2 | 2.82% | 25.5 | 50.00% | +7.97% | +50.00% | 0.00% | 0.00% | 15:39 | 14:08 | 14:08 | 17:10 | 17:10 | 17:10 | 03:02 | 02:14 | |
Orb of Corrosion | 3 | 4.23% | 23.5 | 33.33% | -9.32% | -33.33% | 0.00% | 0.00% | 29:56 | 23:03 | 23:03 | 32:38 | 34:07 | 34:07 | 11:04 | 08:11 | |
Mekansm | 4 | 5.63% | 21.6 | 25.00% | -18.28% | +75.00% | -25.00% | 0.00% | 11:19 | 09:55 | 09:55 | 10:25 | 12:19 | 12:38 | 02:24 | 01:46 | |
Headdress | 4 | 5.63% | 19.6 | 25.00% | -18.28% | +75.00% | -25.00% | 0.00% | 07:58 | 06:31 | 06:31 | 07:52 | 08:35 | 08:54 | 02:04 | 01:31 | |
Orb of Venom | 5 | 7.04% | 17.6 | 20.00% | -23.94% | -20.00% | +80.00% | 4.64% | 10:29 | -01:29 | -01:29 | -01:29 | 23:03 | 33:49 | 24:32 | 18:10 | |
Silver Edge | 1 | 1.41% | 15.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 00:00 | 00:00 | |
Pipe of Insight | 1 | 1.41% | 13.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:04 | 25:04 | 25:04 | 25:04 | 25:04 | 25:04 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 1.41% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:53 | 19:53 | 19:53 | 19:53 | 19:53 | 19:53 | 00:00 | 00:00 | |
Hood of Defiance | 1 | 1.41% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:20 | 17:20 | 17:20 | 17:20 | 17:20 | 17:20 | 00:00 | 00:00 | |
Overwhelming Blink | 2 | 2.82% | 7.8 | 0.00% | -43.48% | 0.00% | 0.00% | 0.00% | 54:18 | 54:01 | 54:01 | 54:35 | 54:35 | 54:35 | 00:34 | 00:25 | |
Wraith Band | 2 | 2.82% | 5.9 | 0.00% | -43.48% | 0.00% | 0.00% | 0.00% | 02:51 | 02:24 | 02:24 | 03:18 | 03:18 | 03:18 | 00:54 | 00:40 | |
Soul Ring | 1 | 1.41% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:11 | 09:11 | 09:11 | 09:11 | 09:11 | 09:11 | 00:00 | 00:00 | |
Crystalys | 1 | 1.41% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:19 | 40:19 | 40:19 | 40:19 | 40:19 | 40:19 | 00:00 | 00:00 |