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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 | |
Aeon Disk | 15 | 19.48% | 100.0 | 80.00% | +33.23% | -5.00% | +20.00% | 2.76% | 35:07 | 25:56 | 30:07 | 35:12 | 39:10 | 44:36 | 09:03 | 06:42 | |
Magic Stick | 66 | 85.71% | 97.8 | 59.09% | +40.91% | +5.62% | -27.84% | -6.29% | 02:59 | -01:29 | -01:29 | 02:02 | 06:48 | 18:10 | 08:17 | 06:08 | |
Aghanim's Shard | 70 | 90.91% | 95.7 | 55.71% | +27.14% | -0.15% | -2.77% | -0.37% | 22:40 | 15:01 | 19:03 | 21:31 | 26:06 | 38:30 | 07:03 | 05:13 | |
Magic Wand | 50 | 64.94% | 93.5 | 58.00% | +13.56% | -11.85% | -8.00% | 0.94% | 10:47 | 02:09 | 08:16 | 10:00 | 12:21 | 30:13 | 04:05 | 03:01 | |
Spirit Vessel | 23 | 29.87% | 91.3 | 65.22% | +17.07% | -31.89% | +1.45% | 10.93% | 19:14 | 12:12 | 17:00 | 17:49 | 20:03 | 40:26 | 03:03 | 02:15 | |
Refresher Orb | 14 | 18.18% | 89.1 | 71.43% | +22.22% | -21.43% | -4.76% | 2.99% | 34:37 | 26:59 | 32:35 | 33:54 | 38:10 | 44:57 | 05:35 | 04:08 | |
Boots of Speed | 77 | 100.00% | 87.0 | 53.25% | +53.25% | -5.88% | -0.62% | 1.15% | 06:46 | -01:29 | 04:30 | 06:43 | 09:04 | 17:51 | 04:34 | 03:22 | |
Tranquil Boots | 73 | 94.81% | 84.8 | 53.42% | +3.42% | -20.09% | +7.69% | 6.61% | 10:31 | 04:43 | 07:03 | 09:16 | 11:15 | 38:21 | 04:12 | 03:06 | |
Wind Lace | 74 | 96.10% | 82.6 | 52.70% | -13.97% | -10.59% | -8.26% | 0.50% | 08:56 | -01:29 | 05:12 | 07:24 | 09:50 | 37:47 | 04:38 | 03:25 | |
Ring of Health | 22 | 28.57% | 80.4 | 63.64% | +14.55% | -30.31% | -3.64% | 2.60% | 28:19 | 18:46 | 22:42 | 28:21 | 32:57 | 39:00 | 10:15 | 07:35 | |
Ring of Protection | 39 | 50.65% | 78.3 | 56.41% | +6.41% | -16.41% | +3.59% | 2.27% | 06:19 | -01:29 | -01:28 | 06:54 | 10:17 | 27:10 | 11:45 | 08:42 | |
Ring of Basilius | 13 | 16.88% | 76.1 | 69.23% | +19.23% | -2.56% | -2.56% | 0.00% | 15:57 | -01:29 | 07:03 | 13:11 | 25:27 | 30:07 | 18:24 | 13:37 | |
Void Stone | 34 | 44.16% | 73.9 | 55.88% | +4.72% | -0.32% | +6.62% | 0.53% | 25:24 | 12:54 | 19:12 | 24:35 | 32:15 | 39:14 | 13:03 | 09:40 | |
Urn of Shadows | 34 | 44.16% | 71.7 | 55.88% | +4.72% | -11.44% | -5.88% | 1.17% | 10:17 | 05:11 | 07:42 | 10:46 | 12:26 | 15:44 | 04:44 | 03:30 | |
Eul's Scepter of Divinity | 13 | 16.88% | 69.6 | 61.54% | +9.98% | +38.46% | +5.13% | -6.47% | 22:09 | 16:45 | 18:16 | 21:38 | 23:25 | 36:04 | 05:09 | 03:48 | |
Wraith Pact | 3 | 3.90% | 67.4 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 25:29 | 21:07 | 21:07 | 21:25 | 33:55 | 33:55 | 12:48 | 09:28 | |
Force Staff | 5 | 6.49% | 65.2 | 80.00% | +28.61% | +20.00% | +20.00% | 0.00% | 20:52 | 15:18 | 15:18 | 19:11 | 25:18 | 27:55 | 10:00 | 07:24 | |
Fluffy Hat | 10 | 12.99% | 63.0 | 60.00% | +7.76% | +6.67% | -10.00% | -1.34% | 17:17 | -01:29 | 12:10 | 14:35 | 24:35 | 33:49 | 12:25 | 09:11 | |
Buckler | 4 | 5.19% | 60.9 | 75.00% | +22.95% | +25.00% | -75.00% | 0.00% | 19:41 | 12:22 | 12:22 | 13:12 | 26:00 | 27:10 | 13:38 | 10:05 | |
Vladmir's Offering | 4 | 5.19% | 58.7 | 75.00% | +22.95% | +25.00% | -75.00% | 0.00% | 24:26 | 16:16 | 16:16 | 17:32 | 31:52 | 32:04 | 15:36 | 11:33 | |
Scythe of Vyse | 4 | 5.19% | 56.5 | 75.00% | +22.95% | -75.00% | +25.00% | 0.00% | 32:45 | 27:37 | 27:37 | 30:07 | 34:03 | 39:14 | 06:26 | 04:45 | |
Morbid Mask | 4 | 5.19% | 54.3 | 75.00% | +22.95% | +25.00% | -75.00% | 0.00% | 23:10 | 14:35 | 14:35 | 14:55 | 31:15 | 31:53 | 16:40 | 12:20 | |
Crown | 7 | 9.09% | 52.2 | 57.14% | +4.28% | -7.14% | -7.14% | 0.00% | 18:03 | 08:33 | 11:48 | 17:31 | 20:17 | 30:07 | 08:29 | 06:17 | |
Sange | 5 | 6.49% | 50.0 | 60.00% | +7.22% | -60.00% | +40.00% | 5.75% | 27:39 | 13:06 | 13:06 | 26:12 | 30:29 | 43:13 | 17:23 | 12:52 | |
Veil of Discord | 6 | 7.79% | 47.8 | 50.00% | -3.52% | 0.00% | -50.00% | -3.79% | 19:45 | 08:53 | 12:44 | 15:44 | 25:56 | 30:08 | 13:12 | 09:46 | |
Shiva's Guard | 3 | 3.90% | 45.7 | 66.67% | +13.97% | +33.33% | 0.00% | 0.00% | 35:19 | 20:56 | 20:56 | 36:32 | 48:28 | 48:28 | 27:32 | 20:23 | |
Headdress | 7 | 9.09% | 43.5 | 42.86% | -11.43% | +7.14% | -42.86% | -2.75% | 14:02 | -01:29 | -01:29 | 14:53 | 19:40 | 34:23 | 21:09 | 15:40 | |
Black King Bar | 7 | 9.09% | 41.3 | 42.86% | -11.43% | +7.14% | +7.14% | 0.00% | 29:08 | 20:27 | 22:55 | 24:17 | 25:49 | 59:52 | 02:54 | 02:08 | |
Heaven's Halberd | 4 | 5.19% | 39.1 | 50.00% | -3.42% | -50.00% | +50.00% | 0.00% | 28:00 | 19:54 | 19:54 | 26:59 | 31:40 | 33:27 | 11:46 | 08:42 | |
Hood of Defiance | 1 | 1.30% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 00:00 | 00:00 | |
Ethereal Blade | 1 | 1.30% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 00:00 | 00:00 | |
Arcane Boots | 1 | 1.30% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:16 | 35:16 | 35:16 | 35:16 | 35:16 | 35:16 | 00:00 | 00:00 | |
Chainmail | 1 | 1.30% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:05 | 15:05 | 15:05 | 15:05 | 15:05 | 15:05 | 00:00 | 00:00 | |
Rod of Atos | 1 | 1.30% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:29 | 21:29 | 21:29 | 21:29 | 21:29 | 21:29 | 00:00 | 00:00 | |
Pipe of Insight | 1 | 1.30% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:52 | 24:52 | 24:52 | 24:52 | 24:52 | 24:52 | 00:00 | 00:00 | |
Mekansm | 1 | 1.30% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:09 | 17:09 | 17:09 | 17:09 | 17:09 | 17:09 | 00:00 | 00:00 | |
Kaya and Sange | 1 | 1.30% | 21.7 | 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 | |
Kaya | 2 | 2.60% | 19.6 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 28:45 | 14:19 | 14:19 | 43:10 | 43:10 | 43:10 | 28:51 | 21:22 | |
Holy Locket | 3 | 3.90% | 17.4 | 33.33% | -20.72% | +66.67% | 0.00% | 0.00% | 32:08 | 21:31 | 21:31 | 34:23 | 40:29 | 40:29 | 18:58 | 14:02 | |
Blink Dagger | 3 | 3.90% | 15.2 | 33.33% | -20.72% | -33.33% | 0.00% | 0.00% | 45:36 | 35:05 | 35:05 | 39:28 | 1:02:16 | 1:02:16 | 27:11 | 20:08 | |
Hand of Midas | 3 | 3.90% | 13.0 | 33.33% | -20.72% | -33.33% | 0.00% | 0.00% | 16:33 | 13:35 | 13:35 | 16:33 | 19:32 | 19:32 | 05:57 | 04:24 | |
Ghost Scepter | 3 | 3.90% | 10.9 | 33.33% | -20.72% | -33.33% | 0.00% | 0.00% | 34:45 | 30:50 | 30:50 | 36:34 | 36:50 | 36:50 | 06:00 | 04:26 | |
Quelling Blade | 3 | 3.90% | 8.7 | 33.33% | -20.72% | -33.33% | 0.00% | 0.00% | 05:58 | -01:29 | -01:29 | 09:08 | 10:14 | 10:14 | 11:43 | 08:40 | |
Bracer | 6 | 7.79% | 6.5 | 16.67% | -39.67% | +33.33% | -16.67% | -50.00% | 00:43 | -01:29 | -01:29 | -01:28 | 01:24 | 08:45 | 02:53 | 02:08 | |
Lotus Orb | 3 | 3.90% | 4.3 | 0.00% | -55.41% | 0.00% | 0.00% | 0.00% | 32:05 | 23:04 | 23:04 | 36:08 | 37:02 | 37:02 | 13:58 | 10:20 | |
Aghanim's Scepter | 1 | 1.30% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:16 | 52:16 | 52:16 | 52:16 | 52:16 | 52:16 | 00:00 | 00:00 |