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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 | 39 | 25.49% | 100.0 | 64.10% | +26.38% | -4.10% | -14.10% | -0.63% | 31:55 | 17:35 | 23:36 | 32:03 | 39:36 | 58:00 | 16:00 | 11:51 | |
Void Stone | 45 | 29.41% | 98.2 | 62.22% | +25.18% | -7.67% | -7.67% | 0.00% | 30:19 | 12:57 | 19:52 | 31:34 | 37:59 | 58:00 | 18:07 | 13:25 | |
Aghanim's Scepter | 75 | 49.02% | 96.5 | 53.33% | +17.43% | +4.56% | +15.09% | 1.42% | 30:59 | 21:11 | 26:26 | 31:00 | 33:52 | 49:32 | 07:26 | 05:30 | |
Aghanim's Shard | 64 | 41.83% | 94.7 | 51.56% | +12.23% | -14.06% | -1.56% | 1.44% | 29:30 | 18:30 | 24:25 | 29:01 | 33:07 | 41:37 | 08:42 | 06:26 | |
Gleipnir | 9 | 5.88% | 93.0 | 77.78% | +35.42% | -27.78% | -27.78% | 0.00% | 38:36 | 26:54 | 27:59 | 34:19 | 44:33 | 56:02 | 16:34 | 12:16 | |
Rod of Atos | 9 | 5.88% | 91.2 | 77.78% | +35.42% | -27.78% | -27.78% | 0.00% | 38:05 | 25:46 | 27:40 | 33:48 | 44:28 | 55:59 | 16:48 | 12:26 | |
Crown | 9 | 5.88% | 89.5 | 77.78% | +35.42% | -27.78% | -27.78% | 0.00% | 37:43 | 24:13 | 25:53 | 33:47 | 44:27 | 55:59 | 18:34 | 13:45 | |
Chainmail | 134 | 87.58% | 87.7 | 47.01% | +20.69% | +0.05% | -4.59% | -1.99% | 08:15 | 01:59 | 07:10 | 08:14 | 09:30 | 15:38 | 02:20 | 01:43 | |
Phase Boots | 134 | 87.58% | 86.0 | 47.01% | +20.69% | +11.81% | -4.59% | -7.34% | 08:59 | 05:04 | 07:48 | 08:48 | 10:02 | 16:42 | 02:14 | 01:39 | |
Black King Bar | 120 | 78.43% | 84.2 | 45.83% | +6.44% | +0.84% | -12.50% | -2.82% | 21:34 | 15:18 | 18:50 | 20:53 | 23:34 | 37:24 | 04:44 | 03:30 | |
Boots of Speed | 153 | 100.00% | 82.5 | 44.44% | +44.44% | -10.23% | -7.60% | 1.36% | 04:47 | 01:05 | 03:47 | 04:39 | 05:43 | 08:14 | 01:56 | 01:25 | |
Linken's Sphere | 26 | 16.99% | 80.7 | 57.69% | +15.96% | -0.55% | -24.36% | -3.11% | 30:06 | 21:03 | 25:35 | 29:39 | 33:15 | 45:16 | 07:40 | 05:40 | |
Blight Stone | 137 | 89.54% | 78.9 | 44.53% | +0.78% | +11.35% | -6.29% | -10.58% | 03:37 | 00:44 | 02:26 | 02:58 | 04:06 | 11:42 | 01:40 | 01:14 | |
Quelling Blade | 150 | 98.04% | 77.2 | 44.00% | -22.67% | +0.74% | -0.76% | 0.00% | -01:26 | -01:30 | -01:29 | -01:29 | -01:29 | 05:03 | 00:00 | 00:00 | |
Bottle | 148 | 96.73% | 75.4 | 43.92% | -16.08% | +12.84% | -6.08% | -18.92% | 01:46 | 00:05 | 01:18 | 01:31 | 01:40 | 12:56 | 00:22 | 00:16 | |
Magic Wand | 149 | 97.39% | 73.7 | 43.62% | -31.38% | +15.84% | +2.33% | -3.09% | 06:36 | -01:29 | 04:17 | 05:44 | 08:39 | 19:20 | 04:22 | 03:14 | |
Magic Stick | 147 | 96.08% | 71.9 | 42.86% | -40.47% | +13.90% | -10.43% | -7.09% | 03:59 | -01:29 | 02:10 | 03:08 | 05:36 | 20:21 | 03:26 | 02:32 | |
Maelstrom | 108 | 70.59% | 70.2 | 44.44% | 0.00% | +29.63% | -11.11% | -12.10% | 16:57 | 11:28 | 14:11 | 15:43 | 17:33 | 29:06 | 03:22 | 02:29 | |
Javelin | 111 | 72.55% | 68.4 | 44.14% | -1.10% | +2.29% | -8.43% | -2.45% | 13:44 | 06:19 | 10:30 | 11:56 | 14:53 | 29:01 | 04:23 | 03:14 | |
Sange | 26 | 16.99% | 66.7 | 53.85% | +11.33% | +31.86% | -20.52% | -4.66% | 29:57 | 20:05 | 24:36 | 28:28 | 35:50 | 48:57 | 11:14 | 08:19 | |
Refresher Orb | 15 | 9.80% | 64.9 | 60.00% | +17.25% | +15.00% | -35.00% | -8.06% | 42:31 | 30:04 | 38:16 | 42:07 | 44:28 | 58:01 | 06:12 | 04:35 | |
Kaya and Sange | 25 | 16.34% | 63.2 | 52.00% | +9.03% | +14.67% | -18.67% | -3.35% | 31:44 | 20:16 | 25:53 | 31:12 | 35:51 | 50:07 | 09:58 | 07:22 | |
Kaya | 36 | 23.53% | 61.4 | 47.22% | +3.63% | +8.34% | -13.89% | -3.06% | 29:47 | 17:44 | 25:21 | 29:57 | 32:37 | 49:57 | 07:16 | 05:22 | |
Fluffy Hat | 104 | 67.97% | 59.6 | 39.42% | -15.68% | -0.96% | -12.50% | -2.72% | 07:47 | 02:43 | 05:12 | 06:45 | 09:27 | 30:30 | 04:15 | 03:08 | |
Orb of Venom | 102 | 66.67% | 57.9 | 39.22% | -15.68% | -0.76% | -15.22% | -3.71% | 07:23 | 02:42 | 05:00 | 06:36 | 08:54 | 23:23 | 03:54 | 02:53 | |
Orb of Corrosion | 102 | 66.67% | 56.1 | 39.22% | -15.68% | -4.60% | -19.22% | -3.70% | 08:00 | 03:14 | 05:41 | 07:13 | 09:38 | 23:52 | 03:57 | 02:55 | |
Desolator | 8 | 5.23% | 54.4 | 62.50% | +19.05% | -12.50% | -12.50% | 0.00% | 30:57 | 17:47 | 24:09 | 26:16 | 33:33 | 54:50 | 09:24 | 06:57 | |
Wind Lace | 13 | 8.50% | 52.6 | 46.15% | +1.86% | -12.82% | -12.82% | 0.00% | 15:00 | 05:36 | 07:26 | 12:10 | 16:51 | 35:53 | 09:25 | 06:58 | |
Urn of Shadows | 2 | 1.31% | 50.9 | 100.00% | +56.29% | 0.00% | 0.00% | 0.00% | 09:40 | 06:02 | 06:02 | 13:17 | 13:17 | 13:17 | 07:15 | 05:22 | |
Ring of Basilius | 2 | 1.31% | 49.1 | 100.00% | +56.29% | 0.00% | 0.00% | 0.00% | 12:02 | 05:19 | 05:19 | 18:44 | 18:44 | 18:44 | 13:25 | 09:56 | |
Spirit Vessel | 2 | 1.31% | 47.4 | 100.00% | +56.29% | 0.00% | 0.00% | 0.00% | 18:40 | 18:38 | 18:38 | 18:41 | 18:41 | 18:41 | 00:03 | 00:02 | |
Mage Slayer | 2 | 1.31% | 45.6 | 100.00% | +56.29% | 0.00% | 0.00% | 0.00% | 23:20 | 11:53 | 11:53 | 34:47 | 34:47 | 34:47 | 22:54 | 16:57 | |
Aeon Disk | 2 | 1.31% | 43.9 | 100.00% | +56.29% | 0.00% | 0.00% | 0.00% | 42:03 | 36:25 | 36:25 | 47:40 | 47:40 | 47:40 | 11:15 | 08:20 | |
Wraith Band | 5 | 3.27% | 42.1 | 60.00% | +16.08% | -60.00% | -60.00% | 0.00% | 05:34 | 03:16 | 03:16 | 03:39 | 04:04 | 13:23 | 00:48 | 00:35 | |
Ring of Protection | 5 | 3.27% | 40.4 | 60.00% | +16.08% | +40.00% | -60.00% | 0.00% | 07:52 | -01:29 | -01:29 | 08:13 | 12:45 | 15:08 | 14:14 | 10:32 | |
Eul's Scepter of Divinity | 5 | 3.27% | 38.6 | 60.00% | +16.08% | +40.00% | -60.00% | 0.00% | 26:02 | 17:54 | 17:54 | 26:31 | 31:36 | 36:05 | 13:42 | 10:08 | |
Shiva's Guard | 14 | 9.15% | 36.8 | 35.71% | -9.61% | +14.29% | +30.96% | 1.39% | 34:33 | 27:49 | 29:27 | 31:46 | 41:24 | 43:23 | 11:57 | 08:51 | |
Aghanim's Blessing | 6 | 3.92% | 35.1 | 50.00% | +5.78% | +50.00% | -50.00% | 0.00% | 46:52 | 36:16 | 45:01 | 46:38 | 51:35 | 52:08 | 06:34 | 04:51 | |
Eye of Skadi | 3 | 1.96% | 33.3 | 66.67% | +22.67% | -66.67% | 0.00% | 0.00% | 41:20 | 30:38 | 30:38 | 32:53 | 60:30 | 60:30 | 29:52 | 22:07 | |
Orchid Malevolence | 3 | 1.96% | 31.6 | 66.67% | +22.67% | -66.67% | 0.00% | 0.00% | 20:52 | 15:24 | 15:24 | 17:20 | 29:51 | 29:51 | 14:27 | 10:42 | |
Null Talisman | 3 | 1.96% | 29.8 | 66.67% | +22.67% | +33.33% | 0.00% | 0.00% | 10:18 | 01:59 | 01:59 | 04:34 | 24:21 | 24:21 | 22:22 | 16:34 | |
Blink Dagger | 16 | 10.46% | 28.1 | 31.25% | -14.74% | +18.75% | -6.25% | -3.23% | 27:20 | 21:20 | 22:47 | 27:07 | 30:31 | 37:42 | 07:44 | 05:43 | |
Octarine Core | 1 | 0.65% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 00:00 | 00:00 | |
Bloodthorn | 1 | 0.65% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:13 | 35:13 | 35:13 | 35:13 | 35:13 | 35:13 | 00:00 | 00:00 | |
Aether Lens | 1 | 0.65% | 22.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 00:00 | 00:00 | |
Force Staff | 1 | 0.65% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:30 | 30:30 | 30:30 | 30:30 | 30:30 | 30:30 | 00:00 | 00:00 | |
Drum of Endurance | 2 | 1.31% | 19.3 | 50.00% | +5.63% | -50.00% | 0.00% | 0.00% | 10:15 | 08:45 | 08:45 | 11:44 | 11:44 | 11:44 | 02:59 | 02:12 | |
Ethereal Blade | 2 | 1.31% | 17.5 | 50.00% | +5.63% | +50.00% | 0.00% | 0.00% | 30:38 | 27:27 | 27:27 | 33:48 | 33:48 | 33:48 | 06:21 | 04:42 | |
Falcon Blade | 2 | 1.31% | 15.8 | 50.00% | +5.63% | -50.00% | 0.00% | 0.00% | 11:46 | 11:11 | 11:11 | 12:20 | 12:20 | 12:20 | 01:09 | 00:51 | |
Ghost Scepter | 2 | 1.31% | 14.0 | 50.00% | +5.63% | +50.00% | 0.00% | 0.00% | 30:14 | 26:43 | 26:43 | 33:44 | 33:44 | 33:44 | 07:01 | 05:11 | |
Wind Waker | 2 | 1.31% | 12.3 | 50.00% | +5.63% | +50.00% | 0.00% | 0.00% | 39:37 | 37:02 | 37:02 | 42:11 | 42:11 | 42:11 | 05:09 | 03:48 | |
Mjollnir | 3 | 1.96% | 10.5 | 33.33% | -11.34% | +66.67% | 0.00% | 0.00% | 37:30 | 31:06 | 31:06 | 32:23 | 49:00 | 49:00 | 17:54 | 13:15 | |
Scythe of Vyse | 3 | 1.96% | 8.8 | 33.33% | -11.34% | -33.33% | 0.00% | 0.00% | 42:36 | 41:28 | 41:28 | 41:59 | 44:20 | 44:20 | 02:52 | 02:07 | |
Crystalys | 4 | 2.61% | 7.0 | 25.00% | -19.97% | -25.00% | -25.00% | 0.00% | 38:50 | 33:13 | 33:13 | 33:52 | 35:59 | 52:17 | 02:46 | 02:02 | |
Power Treads | 5 | 3.27% | 5.3 | 20.00% | -25.27% | -20.00% | -20.00% | 0.00% | 09:35 | 08:03 | 08:03 | 09:33 | 10:21 | 11:02 | 02:18 | 01:42 | |
Soul Ring | 1 | 0.65% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:14 | 08:14 | 08:14 | 08:14 | 08:14 | 08:14 | 00:00 | 00:00 | |
Daedalus | 1 | 0.65% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:01 | 35:01 | 35:01 | 35:01 | 35:01 | 35:01 | 00:00 | 00:00 |