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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 | 12 | 35.29% | 100.0 | 91.67% | +41.67% | -25.00% | +8.33% | 2.53% | 38:41 | 25:29 | 30:53 | 36:27 | 44:05 | 57:11 | 13:12 | 09:46 | |
Boots of Speed | 34 | 100.00% | 97.6 | 64.71% | +64.71% | +1.96% | -27.21% | -15.22% | 01:25 | -01:29 | -01:29 | 02:02 | 03:24 | 06:24 | 04:53 | 03:37 | |
Blade Mail | 17 | 50.00% | 95.2 | 70.59% | +11.77% | +4.41% | +4.41% | 0.00% | 21:55 | 13:21 | 15:45 | 20:18 | 25:02 | 39:12 | 09:17 | 06:52 | |
Soul Ring | 7 | 20.59% | 92.9 | 85.71% | +26.45% | +14.29% | +14.29% | 0.00% | 12:12 | 07:48 | 09:15 | 10:53 | 11:13 | 23:15 | 01:58 | 01:27 | |
Chainmail | 21 | 61.76% | 90.5 | 66.67% | +5.13% | -6.67% | -26.67% | -1.44% | 19:55 | 06:58 | 12:31 | 19:25 | 26:24 | 34:16 | 13:53 | 10:17 | |
Tranquil Boots | 27 | 79.41% | 88.1 | 62.96% | -8.47% | +8.47% | +8.47% | 0.00% | 07:25 | 04:26 | 05:38 | 07:09 | 08:33 | 13:04 | 02:55 | 02:09 | |
Ring of Health | 27 | 79.41% | 85.7 | 62.96% | -8.47% | +8.47% | +22.75% | 1.88% | 22:34 | 07:46 | 18:08 | 22:06 | 25:44 | 37:01 | 07:36 | 05:37 | |
Wind Lace | 27 | 79.41% | 83.3 | 62.96% | -8.47% | -20.10% | +8.47% | 10.85% | 04:00 | -01:29 | 02:31 | 04:26 | 05:09 | 10:53 | 02:38 | 01:57 | |
Force Staff | 25 | 73.53% | 81.0 | 60.00% | -17.78% | +6.67% | +23.33% | 1.68% | 25:24 | 14:02 | 19:02 | 24:57 | 28:57 | 44:38 | 09:55 | 07:20 | |
Pipe of Insight | 6 | 17.65% | 78.6 | 83.33% | +22.62% | +16.67% | -83.33% | -12.10% | 31:06 | 23:06 | 26:12 | 30:14 | 34:28 | 38:12 | 08:16 | 06:07 | |
Hood of Defiance | 6 | 17.65% | 76.2 | 83.33% | +22.62% | +16.67% | -83.33% | -8.68% | 25:54 | 18:41 | 18:45 | 27:05 | 30:16 | 30:43 | 11:31 | 08:31 | |
Headdress | 6 | 17.65% | 73.8 | 83.33% | +22.62% | +16.67% | -83.33% | -10.03% | 29:49 | 22:53 | 24:30 | 27:10 | 34:28 | 36:55 | 09:58 | 07:22 | |
Magic Stick | 18 | 52.94% | 71.4 | 61.11% | -7.64% | -1.11% | +38.89% | 6.22% | 09:18 | 02:53 | 05:26 | 09:53 | 11:52 | 17:22 | 06:26 | 04:45 | |
Solar Crest | 3 | 8.82% | 69.0 | 100.00% | +38.71% | 0.00% | 0.00% | 0.00% | 29:25 | 29:10 | 29:10 | 29:11 | 29:54 | 29:54 | 00:44 | 00:32 | |
Stout Shield | 17 | 50.00% | 66.7 | 58.82% | -11.77% | +16.18% | -33.82% | 0.00% | -00:26 | -01:30 | -01:29 | -01:29 | -01:29 | 12:39 | 00:00 | 00:00 | |
Phase Boots | 5 | 14.71% | 64.3 | 80.00% | +17.93% | +20.00% | -80.00% | -14.71% | 09:15 | 04:57 | 04:57 | 07:40 | 11:45 | 15:30 | 06:48 | 05:02 | |
Ring of Protection | 5 | 14.71% | 61.9 | 80.00% | +17.93% | +20.00% | +20.00% | 0.00% | 14:01 | 10:00 | 10:00 | 13:21 | 15:50 | 20:03 | 05:50 | 04:19 | |
Urn of Shadows | 5 | 14.71% | 59.5 | 80.00% | +17.93% | +20.00% | +20.00% | 0.00% | 14:25 | 10:00 | 10:00 | 14:09 | 15:50 | 20:04 | 05:50 | 04:19 | |
Magic Wand | 16 | 47.06% | 57.1 | 56.25% | -15.97% | -6.25% | +43.75% | 14.85% | 14:19 | 06:48 | 09:10 | 11:10 | 12:32 | 60:42 | 03:22 | 02:29 | |
Blight Stone | 4 | 11.76% | 54.8 | 75.00% | +11.67% | +25.00% | -75.00% | 0.00% | 30:13 | 22:40 | 22:40 | 26:24 | 26:50 | 44:57 | 04:10 | 03:05 | |
Heaven's Halberd | 4 | 11.76% | 52.4 | 75.00% | +11.67% | -75.00% | +25.00% | 0.00% | 44:27 | 33:36 | 33:36 | 40:49 | 47:13 | 56:08 | 13:37 | 10:05 | |
Medallion of Courage | 4 | 11.76% | 50.0 | 75.00% | +11.67% | +25.00% | -75.00% | 0.00% | 30:42 | 22:40 | 22:40 | 26:24 | 28:45 | 44:57 | 06:05 | 04:30 | |
Blink Dagger | 2 | 5.88% | 47.6 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 44:18 | 41:44 | 41:44 | 46:52 | 46:52 | 46:52 | 05:08 | 03:48 | |
Spirit Vessel | 2 | 5.88% | 45.2 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 23:57 | 20:16 | 20:16 | 27:38 | 27:38 | 27:38 | 07:22 | 05:27 | |
Quelling Blade | 2 | 5.88% | 42.9 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 17:26 | 05:08 | 05:08 | 29:44 | 29:44 | 29:44 | 24:36 | 18:13 | |
Boots of Travel | 2 | 5.88% | 40.5 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 1:05:23 | 1:01:29 | 1:01:29 | 1:09:17 | 1:09:17 | 1:09:17 | 07:48 | 05:46 | |
Void Stone | 5 | 14.71% | 38.1 | 60.00% | -5.52% | +40.00% | -60.00% | -6.06% | 33:53 | 21:32 | 21:32 | 36:36 | 38:02 | 45:06 | 16:30 | 12:13 | |
Sange | 5 | 14.71% | 35.7 | 60.00% | -5.52% | -60.00% | +40.00% | 9.19% | 43:07 | 32:52 | 32:52 | 42:28 | 43:45 | 55:39 | 10:53 | 08:03 | |
Bottle | 3 | 8.82% | 33.3 | 66.67% | +2.15% | -66.67% | 0.00% | 0.00% | 07:31 | 06:01 | 06:01 | 08:03 | 08:29 | 08:29 | 02:28 | 01:49 | |
Hand of Midas | 3 | 8.82% | 31.0 | 66.67% | +2.15% | +33.33% | 0.00% | 0.00% | 20:11 | 18:46 | 18:46 | 20:16 | 21:32 | 21:32 | 02:46 | 02:02 | |
Arcane Boots | 1 | 2.94% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:44 | 07:44 | 07:44 | 07:44 | 07:44 | 07:44 | 00:00 | 00:00 | |
Orb of Venom | 1 | 2.94% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:30 | 00:30 | 00:30 | 00:30 | 00:30 | 00:30 | 00:00 | 00:00 | |
Poor Man's Shield | 1 | 2.94% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 2.94% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:18 | 53:18 | 53:18 | 53:18 | 53:18 | 53:18 | 00:00 | 00:00 | |
Lotus Orb | 2 | 5.88% | 19.0 | 50.00% | -15.63% | +50.00% | 0.00% | 0.00% | 41:12 | 36:57 | 36:57 | 45:26 | 45:26 | 45:26 | 08:29 | 06:17 | |
Vanguard | 1 | 2.94% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:37 | 35:37 | 35:37 | 35:37 | 35:37 | 35:37 | 00:00 | 00:00 | |
Power Treads | 1 | 2.94% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:33 | 06:33 | 06:33 | 06:33 | 06:33 | 06:33 | 00:00 | 00:00 | |
Maelstrom | 1 | 2.94% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:46 | 43:46 | 43:46 | 43:46 | 43:46 | 43:46 | 00:00 | 00:00 | |
Buckler | 1 | 2.94% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:49 | 34:49 | 34:49 | 34:49 | 34:49 | 34:49 | 00:00 | 00:00 | |
Crimson Guard | 1 | 2.94% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 00:00 | 00:00 | |
Eul's Scepter of Divinity | 1 | 2.94% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:35 | 28:35 | 28:35 | 28:35 | 28:35 | 28:35 | 00:00 | 00:00 | |
Black King Bar | 2 | 5.88% | 2.4 | 0.00% | -68.75% | 0.00% | 0.00% | 0.00% | 39:18 | 38:46 | 38:46 | 39:49 | 39:49 | 39:49 | 01:03 | 00:46 |