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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 | |||||||||||||||
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Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Shadow Blade | 5 | 10.20% | 100.0 | 100.00% | +52.27% | 0.00% | 0.00% | 0.00% | 32:44 | 25:30 | 25:30 | 33:42 | 38:52 | 39:15 | 13:22 | 09:54 | |
Black King Bar | 37 | 75.51% | 98.2 | 64.86% | +48.19% | +1.81% | -9.30% | -1.56% | 27:40 | 19:30 | 23:18 | 25:53 | 30:25 | 45:46 | 07:07 | 05:16 | |
Heaven's Halberd | 16 | 32.65% | 96.4 | 68.75% | +23.30% | -18.75% | +6.25% | 2.48% | 31:30 | 24:01 | 26:05 | 31:06 | 36:11 | 38:46 | 10:06 | 07:28 | |
Magic Wand | 37 | 75.51% | 94.5 | 56.76% | +15.09% | -1.20% | -12.32% | -1.30% | 08:01 | -01:30 | 02:52 | 07:06 | 11:24 | 24:33 | 08:32 | 06:19 | |
Blink Dagger | 48 | 97.96% | 92.7 | 54.17% | +54.17% | +4.16% | -20.84% | -6.02% | 15:00 | 09:05 | 12:51 | 14:44 | 17:00 | 21:00 | 04:09 | 03:04 | |
Boots of Speed | 49 | 100.00% | 90.9 | 53.06% | +53.06% | +13.61% | +5.27% | -2.63% | 05:04 | 01:47 | 03:14 | 04:15 | 06:24 | 12:37 | 03:10 | 02:20 | |
Vanguard | 6 | 12.24% | 89.1 | 83.33% | +34.49% | +16.67% | -83.33% | -100.00% | 06:34 | 05:42 | 05:48 | 06:00 | 06:42 | 08:37 | 00:54 | 00:40 | |
Bottle | 6 | 12.24% | 87.3 | 83.33% | +34.49% | +16.67% | +16.67% | 0.00% | 01:35 | 01:12 | 01:20 | 01:25 | 01:41 | 02:21 | 00:21 | 00:15 | |
Magic Stick | 39 | 79.59% | 85.5 | 53.85% | +3.85% | +6.15% | -23.85% | -13.85% | 02:37 | -01:29 | -01:29 | 01:31 | 03:39 | 17:51 | 05:08 | 03:48 | |
Blade Mail | 44 | 89.80% | 83.6 | 52.27% | -7.73% | -25.00% | +11.37% | 5.85% | 14:49 | 06:22 | 11:14 | 14:09 | 17:27 | 31:43 | 06:13 | 04:36 | |
Chainmail | 47 | 95.92% | 81.8 | 51.06% | -48.94% | -17.73% | +7.27% | 8.20% | 06:54 | 01:28 | 03:44 | 05:44 | 06:47 | 42:09 | 03:03 | 02:15 | |
Sange | 18 | 36.73% | 80.0 | 61.11% | +12.72% | -41.11% | +38.89% | 11.19% | 28:01 | 20:35 | 23:56 | 25:46 | 31:05 | 37:09 | 07:09 | 05:17 | |
Quelling Blade | 39 | 79.59% | 78.2 | 51.28% | -8.72% | +8.72% | -1.28% | 0.00% | -01:26 | -01:29 | -01:29 | -01:29 | -01:29 | 00:39 | 00:00 | 00:00 | |
Phase Boots | 40 | 81.63% | 76.4 | 50.00% | -16.67% | +20.00% | -20.00% | -18.05% | 08:38 | 04:57 | 06:04 | 06:46 | 08:17 | 27:51 | 02:13 | 01:38 | |
Silver Edge | 3 | 6.12% | 74.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 37:45 | 31:28 | 31:28 | 33:50 | 47:56 | 47:56 | 16:28 | 12:11 | |
Assault Cuirass | 9 | 18.37% | 72.7 | 66.67% | +16.67% | +33.33% | -16.67% | -3.83% | 44:48 | 28:39 | 36:58 | 46:26 | 50:01 | 57:00 | 13:03 | 09:40 | |
Ring of Health | 7 | 14.29% | 70.9 | 71.43% | +21.43% | +28.57% | -71.43% | -100.00% | 07:03 | 02:35 | 02:54 | 03:10 | 03:10 | 30:55 | 00:16 | 00:11 | |
Crystalys | 5 | 10.20% | 69.1 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 37:01 | 28:22 | 28:22 | 31:37 | 47:27 | 47:56 | 19:05 | 14:08 | |
Helm of Iron Will | 5 | 10.20% | 67.3 | 80.00% | +30.00% | -80.00% | +20.00% | 5.74% | 18:41 | 03:45 | 03:45 | 05:46 | 21:11 | 58:25 | 17:26 | 12:54 | |
Bracer | 15 | 30.61% | 65.5 | 53.33% | +0.39% | -3.33% | -3.33% | 0.00% | 03:44 | 01:23 | 01:46 | 02:17 | 03:04 | 13:53 | 01:18 | 00:57 | |
Ring of Protection | 15 | 30.61% | 63.6 | 53.33% | +0.39% | -53.33% | -3.33% | 1.26% | 26:25 | -01:29 | 02:53 | 33:32 | 42:42 | 56:49 | 39:49 | 29:29 | |
Buckler | 10 | 20.41% | 61.8 | 60.00% | +8.72% | +6.67% | +40.00% | 2.60% | 41:58 | 28:14 | 35:23 | 40:58 | 48:13 | 56:50 | 12:50 | 09:30 | |
Boots of Travel | 4 | 8.16% | 60.0 | 75.00% | +23.89% | +25.00% | +25.00% | 0.00% | 39:41 | 29:49 | 29:49 | 32:01 | 44:01 | 52:52 | 14:12 | 10:31 | |
Boots of Travel 2 | 2 | 4.08% | 58.2 | 100.00% | +48.94% | 0.00% | 0.00% | 0.00% | 47:00 | 36:46 | 36:46 | 57:14 | 57:14 | 57:14 | 20:28 | 15:09 | |
Monkey King Bar | 2 | 4.08% | 56.4 | 100.00% | +48.94% | 0.00% | 0.00% | 0.00% | 59:24 | 53:36 | 53:36 | 1:05:12 | 1:05:12 | 1:05:12 | 11:36 | 08:35 | |
Void Stone | 3 | 6.12% | 54.5 | 66.67% | +14.50% | +33.33% | 0.00% | 0.00% | 24:34 | 18:25 | 18:25 | 24:22 | 30:56 | 30:56 | 12:31 | 09:16 | |
Javelin | 3 | 6.12% | 52.7 | 66.67% | +14.50% | -66.67% | 0.00% | 0.00% | 48:50 | 28:29 | 28:29 | 53:13 | 1:04:47 | 1:04:47 | 36:18 | 26:53 | |
Armlet of Mordiggian | 3 | 6.12% | 50.9 | 66.67% | +14.50% | +33.33% | 0.00% | 0.00% | 09:37 | 09:03 | 09:03 | 09:30 | 10:19 | 10:19 | 01:16 | 00:56 | |
Wraith Band | 11 | 22.45% | 49.1 | 36.36% | -21.53% | +30.31% | -3.03% | -33.34% | 03:44 | -01:29 | 01:29 | 01:52 | 02:05 | 26:50 | 00:36 | 00:26 | |
Wind Lace | 8 | 16.33% | 47.3 | 37.50% | -18.60% | -37.50% | +62.50% | 27.78% | 08:53 | 03:46 | 06:01 | 08:12 | 09:37 | 15:24 | 03:36 | 02:40 | |
Soul Ring | 4 | 8.16% | 45.5 | 50.00% | -3.33% | -50.00% | -50.00% | 0.00% | 07:19 | 04:44 | 04:44 | 06:35 | 08:42 | 09:14 | 03:58 | 02:56 | |
Pipe of Insight | 1 | 2.04% | 43.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 00:00 | 00:00 | |
Falcon Blade | 1 | 2.04% | 41.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:52 | 07:52 | 07:52 | 07:52 | 07:52 | 07:52 | 00:00 | 00:00 | |
Fluffy Hat | 1 | 2.04% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:03 | 06:03 | 06:03 | 06:03 | 06:03 | 06:03 | 00:00 | 00:00 | |
Crimson Guard | 1 | 2.04% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:04 | 22:04 | 22:04 | 22:04 | 22:04 | 22:04 | 00:00 | 00:00 | |
Octarine Core | 1 | 2.04% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:47 | 47:47 | 47:47 | 47:47 | 47:47 | 47:47 | 00:00 | 00:00 | |
Aether Lens | 1 | 2.04% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:19 | 25:19 | 25:19 | 25:19 | 25:19 | 25:19 | 00:00 | 00:00 | |
Nullifier | 1 | 2.04% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:38 | 58:38 | 58:38 | 58:38 | 58:38 | 58:38 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 2.04% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:07 | 26:07 | 26:07 | 26:07 | 26:07 | 26:07 | 00:00 | 00:00 | |
Headdress | 1 | 2.04% | 29.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:33 | 25:33 | 25:33 | 25:33 | 25:33 | 25:33 | 00:00 | 00:00 | |
Arcane Boots | 1 | 2.04% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:04 | 19:04 | 19:04 | 19:04 | 19:04 | 19:04 | 00:00 | 00:00 | |
Hand of Midas | 1 | 2.04% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:53 | 35:53 | 35:53 | 35:53 | 35:53 | 35:53 | 00:00 | 00:00 | |
Daedalus | 1 | 2.04% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:31 | 50:31 | 50:31 | 50:31 | 50:31 | 50:31 | 00:00 | 00:00 | |
Radiance | 1 | 2.04% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:09 | 53:09 | 53:09 | 53:09 | 53:09 | 53:09 | 00:00 | 00:00 | |
Desolator | 2 | 4.08% | 20.0 | 50.00% | -3.19% | +50.00% | 0.00% | 0.00% | 30:39 | 28:56 | 28:56 | 32:21 | 32:21 | 32:21 | 03:25 | 02:31 | |
Ring of Basilius | 2 | 4.08% | 18.2 | 50.00% | -3.19% | +50.00% | 0.00% | 0.00% | 07:53 | 07:14 | 07:14 | 08:31 | 08:31 | 08:31 | 01:17 | 00:57 | |
Blight Stone | 3 | 6.12% | 16.4 | 33.33% | -21.02% | -33.33% | 0.00% | 0.00% | 26:04 | 17:13 | 17:13 | 28:39 | 32:21 | 32:21 | 15:08 | 11:12 | |
Medallion of Courage | 1 | 2.04% | 14.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:26 | 17:26 | 17:26 | 17:26 | 17:26 | 17:26 | 00:00 | 00:00 | |
Lotus Orb | 1 | 2.04% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:12 | 33:12 | 33:12 | 33:12 | 33:12 | 33:12 | 00:00 | 00:00 | |
Solar Crest | 1 | 2.04% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:32 | 19:32 | 19:32 | 19:32 | 19:32 | 19:32 | 00:00 | 00:00 | |
Maelstrom | 1 | 2.04% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:29 | 28:29 | 28:29 | 28:29 | 28:29 | 28:29 | 00:00 | 00:00 | |
Power Treads | 1 | 2.04% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:28 | 07:28 | 07:28 | 07:28 | 07:28 | 07:28 | 00:00 | 00:00 | |
Mjollnir | 1 | 2.04% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 00:00 | 00:00 | |
Crown | 1 | 2.04% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:21 | 18:21 | 18:21 | 18:21 | 18:21 | 18:21 | 00:00 | 00:00 | |
Aghanim's Shard | 1 | 2.04% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:20 | 21:20 | 21:20 | 21:20 | 21:20 | 21:20 | 00:00 | 00:00 |