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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 | |
Buckler | 9 | 7.14% | 100.0 | 100.00% | +54.70% | 0.00% | 0.00% | 0.00% | 36:33 | 22:30 | 26:06 | 35:20 | 42:16 | 53:46 | 16:10 | 11:58 | |
Overwhelming Blink | 12 | 9.52% | 97.9 | 83.33% | +37.72% | -16.66% | +16.67% | 0.00% | 45:18 | 29:50 | 30:00 | 42:43 | 49:09 | 1:14:09 | 19:09 | 14:11 | |
Aghanim's Shard | 30 | 23.81% | 95.8 | 66.67% | +22.92% | -4.17% | -9.53% | -0.41% | 32:33 | 20:46 | 24:55 | 30:59 | 38:01 | 56:24 | 13:06 | 09:42 | |
Aghanim's Scepter | 42 | 33.33% | 93.8 | 61.90% | +19.04% | +1.74% | +8.10% | 0.75% | 33:08 | 24:09 | 29:15 | 31:03 | 37:44 | 46:47 | 08:29 | 06:17 | |
Heart of Tarrasque | 20 | 15.87% | 91.7 | 70.00% | +24.72% | +10.00% | +10.00% | 0.00% | 35:31 | 23:06 | 30:08 | 32:27 | 36:03 | 1:01:37 | 05:55 | 04:22 | |
Hood of Defiance | 84 | 66.67% | 89.6 | 54.76% | +16.66% | +7.14% | -2.38% | -1.07% | 15:26 | 04:32 | 11:00 | 15:23 | 19:54 | 27:22 | 08:54 | 06:35 | |
Ring of Protection | 68 | 53.97% | 87.5 | 55.88% | +14.50% | +2.94% | +8.83% | 5.89% | 02:56 | -01:29 | -01:29 | -01:29 | -01:28 | 53:46 | 00:01 | 00:00 | |
Blink Dagger | 120 | 95.24% | 85.4 | 50.83% | +34.16% | +9.17% | -10.83% | -6.22% | 17:05 | 11:13 | 14:57 | 16:22 | 18:10 | 41:30 | 03:13 | 02:22 | |
Quelling Blade | 112 | 88.89% | 83.3 | 50.89% | +15.18% | -0.89% | -0.89% | 0.00% | -01:11 | -01:29 | -01:29 | -01:29 | -01:29 | 20:14 | 00:00 | 00:00 | |
Boots of Speed | 126 | 100.00% | 81.3 | 49.21% | +49.21% | +10.17% | +8.85% | -0.41% | 06:37 | -01:29 | 04:54 | 06:52 | 08:09 | 32:26 | 03:15 | 02:24 | |
Ring of Health | 126 | 100.00% | 79.2 | 49.21% | +49.21% | +0.79% | -4.05% | -3.06% | 04:02 | 00:56 | 02:59 | 03:33 | 04:34 | 10:27 | 01:35 | 01:10 | |
Lotus Orb | 22 | 17.46% | 77.1 | 63.64% | +17.49% | +19.69% | -23.64% | -2.97% | 34:05 | 15:46 | 25:47 | 30:48 | 40:22 | 1:11:07 | 14:35 | 10:48 | |
Headdress | 49 | 38.89% | 75.0 | 55.10% | +9.65% | +11.57% | -5.10% | -2.67% | 22:46 | 10:59 | 18:49 | 21:34 | 25:03 | 52:23 | 06:14 | 04:37 | |
Pipe of Insight | 47 | 37.30% | 72.9 | 55.32% | +9.75% | +28.01% | -13.65% | -8.42% | 25:37 | 15:40 | 22:36 | 25:03 | 27:33 | 52:32 | 04:57 | 03:40 | |
Chainmail | 78 | 61.90% | 70.8 | 51.28% | +5.45% | -1.28% | +6.61% | 1.80% | 12:41 | 02:36 | 09:00 | 10:55 | 13:23 | 44:46 | 04:23 | 03:14 | |
Phase Boots | 74 | 58.73% | 68.8 | 51.35% | +5.20% | +1.28% | +4.21% | 0.54% | 14:09 | 05:23 | 10:42 | 12:05 | 16:08 | 44:46 | 05:26 | 04:01 | |
Void Stone | 23 | 18.25% | 66.7 | 60.87% | +14.27% | +5.80% | -27.54% | -2.93% | 32:31 | 14:41 | 23:23 | 30:21 | 34:46 | 1:10:58 | 11:23 | 08:25 | |
Black King Bar | 19 | 15.08% | 64.6 | 63.16% | +16.43% | +16.84% | +16.84% | 0.00% | 36:41 | 25:19 | 29:35 | 35:18 | 38:01 | 1:09:06 | 08:26 | 06:14 | |
Vanguard | 112 | 88.89% | 62.5 | 47.32% | -16.97% | -4.46% | -8.03% | -1.31% | 08:13 | 04:51 | 06:15 | 07:28 | 08:58 | 19:44 | 02:43 | 02:00 | |
Assault Cuirass | 4 | 3.17% | 60.4 | 100.00% | +52.46% | 0.00% | 0.00% | 0.00% | 42:11 | 37:04 | 37:04 | 42:35 | 42:52 | 46:13 | 05:48 | 04:17 | |
Magic Stick | 83 | 65.87% | 58.3 | 48.19% | -2.97% | -5.33% | +13.71% | 2.31% | 06:34 | -01:29 | 01:16 | 07:00 | 09:30 | 27:28 | 08:14 | 06:05 | |
Magic Wand | 74 | 58.73% | 56.3 | 47.30% | -4.62% | -5.19% | -8.41% | -0.53% | 11:13 | 01:04 | 07:50 | 10:21 | 13:55 | 34:30 | 06:05 | 04:30 | |
Heaven's Halberd | 20 | 15.87% | 54.2 | 50.00% | +0.94% | +30.00% | -10.00% | -4.45% | 31:31 | 20:17 | 25:25 | 31:20 | 34:24 | 49:41 | 08:59 | 06:39 | |
Sange | 23 | 18.25% | 52.1 | 47.83% | -1.68% | +35.50% | -14.50% | -6.05% | 27:28 | 15:55 | 21:17 | 28:12 | 29:33 | 49:41 | 08:16 | 06:07 | |
Boots of Travel | 10 | 7.94% | 50.0 | 60.00% | +11.72% | +6.67% | -60.00% | 0.00% | 46:00 | 34:01 | 37:33 | 42:39 | 52:30 | 1:06:31 | 14:57 | 11:04 | |
Bracer | 21 | 16.67% | 47.9 | 42.86% | -7.62% | -22.86% | +37.14% | 29.75% | 01:41 | -01:29 | -01:29 | -01:28 | 03:30 | 20:31 | 04:59 | 03:41 | |
Crimson Guard | 15 | 11.90% | 45.8 | 46.67% | -2.88% | +3.33% | +3.33% | 0.00% | 27:21 | 17:00 | 20:38 | 24:45 | 33:57 | 46:53 | 13:19 | 09:51 | |
Helm of Iron Will | 16 | 12.70% | 43.8 | 43.75% | -6.25% | +6.25% | +6.25% | 0.00% | 25:46 | 14:49 | 18:17 | 21:19 | 30:59 | 46:49 | 12:42 | 09:24 | |
Skull Basher | 2 | 1.59% | 41.7 | 100.00% | +51.61% | 0.00% | 0.00% | 0.00% | 52:04 | 41:20 | 41:20 | 1:02:47 | 1:02:47 | 1:02:47 | 21:27 | 15:53 | |
Mekansm | 2 | 1.59% | 39.6 | 100.00% | +51.61% | 0.00% | 0.00% | 0.00% | 42:21 | 33:02 | 33:02 | 51:39 | 51:39 | 51:39 | 18:37 | 13:47 | |
Abyssal Blade | 2 | 1.59% | 37.5 | 100.00% | +51.61% | 0.00% | 0.00% | 0.00% | 53:47 | 44:26 | 44:26 | 1:03:07 | 1:03:07 | 1:03:07 | 18:41 | 13:50 | |
Aghanim's Blessing | 2 | 1.59% | 35.4 | 100.00% | +51.61% | 0.00% | 0.00% | 0.00% | 1:10:13 | 1:08:31 | 1:08:31 | 1:11:55 | 1:11:55 | 1:11:55 | 03:24 | 02:31 | |
Guardian Greaves | 2 | 1.59% | 33.3 | 100.00% | +51.61% | 0.00% | 0.00% | 0.00% | 47:11 | 40:05 | 40:05 | 54:16 | 54:16 | 54:16 | 14:11 | 10:30 | |
Power Treads | 7 | 5.56% | 31.3 | 57.14% | +8.40% | +42.86% | -7.14% | 0.00% | 13:22 | 08:48 | 09:07 | 11:37 | 12:32 | 22:31 | 03:25 | 02:31 | |
Arcane Boots | 5 | 3.97% | 29.2 | 60.00% | +11.24% | +40.00% | +40.00% | 0.00% | 34:18 | 25:00 | 25:00 | 28:04 | 40:05 | 52:32 | 15:05 | 11:10 | |
Shiva's Guard | 4 | 3.17% | 27.1 | 50.00% | +0.82% | +50.00% | -50.00% | 0.00% | 36:42 | 28:50 | 28:50 | 34:13 | 35:42 | 48:02 | 06:52 | 05:05 | |
Sange and Yasha | 1 | 0.79% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:49 | 25:49 | 25:49 | 25:49 | 25:49 | 25:49 | 00:00 | 00:00 | |
Yasha | 1 | 0.79% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:16 | 25:16 | 25:16 | 25:16 | 25:16 | 25:16 | 00:00 | 00:00 | |
Boots of Travel 2 | 1 | 0.79% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:18:48 | 1:18:48 | 1:18:48 | 1:18:48 | 1:18:48 | 1:18:48 | 00:00 | 00:00 | |
Blade Mail | 6 | 4.76% | 18.8 | 33.33% | -16.67% | +16.67% | -33.33% | 0.00% | 21:09 | 12:12 | 17:32 | 19:07 | 21:05 | 37:27 | 03:33 | 02:37 | |
Wind Lace | 8 | 6.35% | 16.7 | 25.00% | -25.85% | -25.00% | -25.00% | 0.00% | 07:36 | -01:29 | -01:29 | 06:29 | 11:51 | 18:19 | 13:20 | 09:52 | |
Blight Stone | 1 | 0.79% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:46 | 11:46 | 11:46 | 11:46 | 11:46 | 11:46 | 00:00 | 00:00 | |
Solar Crest | 1 | 0.79% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:59 | 24:59 | 24:59 | 24:59 | 24:59 | 24:59 | 00:00 | 00:00 | |
Crown | 1 | 0.79% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:44 | 19:44 | 19:44 | 19:44 | 19:44 | 19:44 | 00:00 | 00:00 | |
Tranquil Boots | 2 | 1.59% | 8.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 08:00 | 03:36 | 03:36 | 12:23 | 12:23 | 12:23 | 08:47 | 06:30 | |
Medallion of Courage | 1 | 0.79% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:19 | 12:19 | 12:19 | 12:19 | 12:19 | 12:19 | 00:00 | 00:00 | |
Radiance | 2 | 1.59% | 4.2 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 32:52 | 28:31 | 28:31 | 37:13 | 37:13 | 37:13 | 08:42 | 06:26 | |
Eternal Shroud | 1 | 0.79% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:40 | 43:40 | 43:40 | 43:40 | 43:40 | 43:40 | 00:00 | 00:00 |