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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 | |
Aghanim's Scepter | 23 | 27.38% | 100.0 | 65.22% | +32.43% | +1.45% | -15.22% | -3.52% | 27:21 | 19:58 | 24:42 | 27:01 | 29:26 | 35:38 | 04:44 | 03:30 | |
Black King Bar | 52 | 61.90% | 98.0 | 50.00% | +21.87% | +11.54% | +3.85% | -0.86% | 31:23 | 17:20 | 26:27 | 31:06 | 35:22 | 48:53 | 08:55 | 06:36 | |
Magic Wand | 65 | 77.38% | 96.0 | 47.69% | +26.64% | +2.31% | -3.94% | -1.43% | 08:16 | 01:45 | 05:12 | 07:18 | 09:35 | 26:33 | 04:23 | 03:14 | |
Magic Stick | 73 | 86.90% | 94.0 | 45.21% | +27.03% | -6.32% | -0.77% | 1.48% | 04:20 | -01:29 | 02:01 | 03:21 | 05:46 | 22:33 | 03:45 | 02:46 | |
Power Treads | 69 | 82.14% | 92.0 | 43.48% | +10.15% | +3.58% | -8.19% | -5.01% | 08:32 | 05:48 | 06:59 | 07:44 | 09:20 | 17:31 | 02:21 | 01:44 | |
Blink Dagger | 81 | 96.43% | 90.0 | 41.98% | +8.65% | +18.02% | -6.98% | -6.07% | 16:24 | 10:27 | 13:58 | 16:03 | 18:05 | 26:42 | 04:07 | 03:02 | |
Boots of Speed | 84 | 100.00% | 88.0 | 41.67% | +41.67% | -13.10% | +1.19% | 8.75% | 03:55 | 01:45 | 02:53 | 03:58 | 04:31 | 10:07 | 01:38 | 01:12 | |
Sange | 11 | 13.10% | 86.0 | 63.64% | +25.28% | +3.03% | -30.31% | -7.61% | 36:59 | 23:35 | 32:47 | 35:41 | 37:10 | 49:34 | 04:23 | 03:14 | |
Bracer | 60 | 71.43% | 84.0 | 43.33% | +5.83% | +3.34% | -3.33% | -4.35% | 03:02 | -01:29 | 02:09 | 02:33 | 03:41 | 07:53 | 01:32 | 01:08 | |
Quelling Blade | 81 | 96.43% | 82.0 | 40.74% | -25.93% | +9.26% | +9.26% | 0.00% | -01:24 | -01:29 | -01:29 | -01:29 | -01:29 | 00:47 | 00:00 | 00:00 | |
Tranquil Boots | 3 | 3.57% | 80.0 | 100.00% | +60.49% | 0.00% | 0.00% | 0.00% | 06:45 | 06:23 | 06:23 | 06:45 | 07:08 | 07:08 | 00:45 | 00:33 | |
Heaven's Halberd | 9 | 10.71% | 78.0 | 66.67% | +28.00% | -16.67% | -16.67% | 0.00% | 39:14 | 26:00 | 34:46 | 36:55 | 39:57 | 55:57 | 05:11 | 03:50 | |
Crown | 5 | 5.95% | 76.0 | 80.00% | +40.76% | +20.00% | +20.00% | 0.00% | 08:43 | 07:28 | 07:28 | 08:41 | 09:32 | 09:53 | 02:04 | 01:31 | |
Drum of Endurance | 6 | 7.14% | 74.0 | 66.67% | +26.93% | +33.33% | -66.67% | 0.00% | 12:08 | 10:24 | 10:40 | 10:44 | 11:37 | 18:20 | 00:57 | 00:42 | |
Wind Lace | 24 | 28.57% | 72.0 | 41.67% | 0.00% | -25.00% | -25.00% | 0.00% | 06:45 | -01:29 | 03:38 | 06:52 | 08:41 | 20:02 | 05:03 | 03:44 | |
Pipe of Insight | 2 | 2.38% | 70.0 | 100.00% | +59.76% | 0.00% | 0.00% | 0.00% | 23:27 | 23:16 | 23:16 | 23:38 | 23:38 | 23:38 | 00:22 | 00:16 | |
Overwhelming Blink | 2 | 2.38% | 68.0 | 100.00% | +59.76% | 0.00% | 0.00% | 0.00% | 43:12 | 41:04 | 41:04 | 45:19 | 45:19 | 45:19 | 04:15 | 03:08 | |
Headdress | 2 | 2.38% | 66.0 | 100.00% | +59.76% | 0.00% | 0.00% | 0.00% | 22:18 | 20:58 | 20:58 | 23:38 | 23:38 | 23:38 | 02:40 | 01:58 | |
Ring of Protection | 21 | 25.00% | 64.0 | 38.10% | -4.76% | +1.90% | +21.90% | 0.68% | 13:07 | -01:29 | -01:29 | -01:14 | 30:52 | 41:13 | 32:21 | 23:57 | |
Aghanim's Shard | 11 | 13.10% | 62.0 | 45.45% | +4.35% | +21.22% | -12.12% | -2.25% | 38:57 | 28:08 | 29:27 | 35:23 | 44:16 | 58:14 | 14:49 | 10:58 | |
Buckler | 11 | 13.10% | 60.0 | 45.45% | +4.35% | -45.45% | -12.12% | 2.44% | 30:42 | 11:53 | 23:12 | 33:47 | 36:53 | 46:17 | 13:41 | 10:08 | |
Hand of Midas | 6 | 7.14% | 58.0 | 50.00% | +8.97% | 0.00% | +50.00% | 0.00% | 12:04 | 07:46 | 10:51 | 12:26 | 13:02 | 15:31 | 02:11 | 01:37 | |
Ring of Basilius | 3 | 3.57% | 56.0 | 66.67% | +25.93% | +33.33% | 0.00% | 0.00% | 18:03 | 13:45 | 13:45 | 14:06 | 26:19 | 26:19 | 12:34 | 09:18 | |
Vladmir's Offering | 3 | 3.57% | 54.0 | 66.67% | +25.93% | +33.33% | 0.00% | 0.00% | 23:53 | 15:09 | 15:09 | 27:06 | 29:25 | 29:25 | 14:16 | 10:34 | |
Blight Stone | 11 | 13.10% | 52.0 | 36.36% | -6.11% | -3.03% | -36.36% | -2.57% | 15:05 | 02:14 | 05:18 | 11:06 | 18:17 | 40:23 | 12:59 | 09:37 | |
Assault Cuirass | 7 | 8.33% | 50.0 | 42.86% | +1.30% | +7.14% | +7.14% | 0.00% | 40:12 | 24:36 | 34:31 | 43:18 | 43:34 | 50:05 | 09:03 | 06:42 | |
Morbid Mask | 7 | 8.33% | 48.0 | 42.86% | +1.30% | +7.14% | +7.14% | 0.00% | 16:29 | 08:39 | 09:01 | 13:44 | 19:58 | 26:43 | 10:57 | 08:06 | |
Orb of Venom | 8 | 9.52% | 46.0 | 37.50% | -4.61% | +12.50% | -37.50% | -50.00% | 00:46 | -01:29 | -01:29 | -01:29 | 02:12 | 06:13 | 03:41 | 02:43 | |
Echo Sabre | 4 | 4.76% | 44.0 | 50.00% | +8.75% | -50.00% | +50.00% | 0.00% | 17:00 | 14:12 | 14:12 | 15:19 | 17:36 | 20:51 | 03:24 | 02:31 | |
Hood of Defiance | 4 | 4.76% | 42.0 | 50.00% | +8.75% | +50.00% | +50.00% | 0.00% | 14:02 | 10:32 | 10:32 | 12:13 | 13:47 | 19:35 | 03:15 | 02:24 | |
Chainmail | 15 | 17.86% | 40.0 | 26.67% | -18.26% | -26.67% | -1.67% | 6.55% | 12:12 | 04:30 | 06:17 | 07:14 | 10:06 | 40:23 | 03:49 | 02:49 | |
Maelstrom | 1 | 1.19% | 38.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:02 | 14:02 | 14:02 | 14:02 | 14:02 | 14:02 | 00:00 | 00:00 | |
Shadow Blade | 1 | 1.19% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 00:00 | 00:00 | |
Mjollnir | 1 | 1.19% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:47 | 54:47 | 54:47 | 54:47 | 54:47 | 54:47 | 00:00 | 00:00 | |
Ring of Health | 6 | 7.14% | 32.0 | 33.33% | -8.98% | +16.67% | -33.33% | 0.00% | 21:09 | 08:59 | 11:57 | 13:43 | 19:28 | 53:58 | 07:31 | 05:34 | |
Medallion of Courage | 6 | 7.14% | 30.0 | 33.33% | -8.98% | +66.67% | -33.33% | 0.00% | 22:43 | 08:37 | 17:04 | 18:17 | 31:38 | 40:23 | 14:34 | 10:47 | |
Wraith Band | 8 | 9.52% | 28.0 | 25.00% | -18.42% | +25.00% | -25.00% | -25.00% | 03:53 | 01:28 | 01:48 | 01:52 | 03:48 | 10:54 | 02:00 | 01:28 | |
Solar Crest | 2 | 2.38% | 26.0 | 50.00% | +8.54% | -50.00% | 0.00% | 0.00% | 28:19 | 25:51 | 25:51 | 30:46 | 30:46 | 30:46 | 04:55 | 03:38 | |
Boots of Travel | 2 | 2.38% | 24.0 | 50.00% | +8.54% | +50.00% | 0.00% | 0.00% | 1:03:56 | 56:17 | 56:17 | 1:11:35 | 1:11:35 | 1:11:35 | 15:18 | 11:20 | |
Javelin | 2 | 2.38% | 22.0 | 50.00% | +8.54% | +50.00% | 0.00% | 0.00% | 34:49 | 10:41 | 10:41 | 58:56 | 58:56 | 58:56 | 48:15 | 35:44 | |
Phase Boots | 10 | 11.90% | 20.0 | 20.00% | -24.59% | -20.00% | -20.00% | 0.00% | 08:24 | 06:58 | 07:33 | 07:39 | 09:10 | 10:39 | 01:37 | 01:11 | |
Mask of Madness | 4 | 4.76% | 18.0 | 25.00% | -17.50% | +75.00% | -25.00% | 0.00% | 14:55 | 11:52 | 11:52 | 12:01 | 13:38 | 22:08 | 01:46 | 01:18 | |
Orb of Corrosion | 4 | 4.76% | 16.0 | 25.00% | -17.50% | -25.00% | +75.00% | 0.00% | 07:27 | 02:14 | 02:14 | 03:12 | 11:34 | 12:48 | 09:20 | 06:54 | |
Fluffy Hat | 5 | 5.95% | 14.0 | 20.00% | -23.04% | -20.00% | +80.00% | 0.00% | 07:06 | 02:14 | 02:14 | 08:29 | 09:31 | 12:03 | 07:17 | 05:23 | |
Void Stone | 2 | 2.38% | 12.0 | 0.00% | -42.68% | 0.00% | 0.00% | 0.00% | 38:24 | 22:50 | 22:50 | 53:58 | 53:58 | 53:58 | 31:08 | 23:03 | |
Lotus Orb | 2 | 2.38% | 10.0 | 0.00% | -42.68% | 0.00% | 0.00% | 0.00% | 39:11 | 24:23 | 24:23 | 53:58 | 53:58 | 53:58 | 29:35 | 21:54 | |
Moon Shard | 1 | 1.19% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:31 | 1:10:31 | 1:10:31 | 1:10:31 | 1:10:31 | 1:10:31 | 00:00 | 00:00 | |
Arcane Boots | 1 | 1.19% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:53 | 22:53 | 22:53 | 22:53 | 22:53 | 22:53 | 00:00 | 00:00 | |
Falcon Blade | 1 | 1.19% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:10 | 09:10 | 09:10 | 09:10 | 09:10 | 09:10 | 00:00 | 00:00 | |
Monkey King Bar | 1 | 1.19% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:14 | 1:01:14 | 1:01:14 | 1:01:14 | 1:01:14 | 1:01:14 | 00:00 | 00:00 |