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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 | |
Aether Lens | 39 | 30.00% | 100.0 | 69.23% | +20.88% | +10.77% | -19.23% | -2.09% | 23:58 | 12:10 | 15:05 | 22:12 | 29:28 | 56:26 | 14:23 | 10:39 | |
Aghanim's Scepter | 53 | 40.77% | 97.5 | 66.04% | +19.29% | -4.50% | +3.19% | 1.02% | 24:17 | 15:47 | 19:36 | 23:05 | 27:07 | 44:02 | 07:31 | 05:34 | |
Blink Dagger | 91 | 70.00% | 95.0 | 61.54% | +23.08% | +16.72% | -5.02% | -2.37% | 21:51 | 10:15 | 16:03 | 19:53 | 25:13 | 58:46 | 09:10 | 06:47 | |
Arcane Boots | 19 | 14.62% | 92.5 | 73.68% | +22.33% | -13.68% | +6.32% | 1.74% | 18:01 | 09:22 | 10:40 | 15:46 | 22:09 | 38:20 | 11:29 | 08:30 | |
Wind Lace | 66 | 50.77% | 90.0 | 60.61% | +12.17% | +9.98% | -23.11% | -10.85% | 09:54 | -01:28 | 07:54 | 09:05 | 10:57 | 25:03 | 03:03 | 02:15 | |
Boots of Speed | 130 | 100.00% | 87.5 | 54.62% | +54.62% | +9.02% | -4.62% | -9.52% | 07:48 | 01:24 | 07:08 | 07:40 | 08:34 | 12:26 | 01:26 | 01:03 | |
Void Stone | 126 | 96.92% | 85.0 | 54.76% | +4.76% | +13.99% | +0.08% | -8.69% | 07:19 | 03:36 | 06:06 | 06:40 | 07:42 | 32:49 | 01:36 | 01:11 | |
Quelling Blade | 13 | 10.00% | 82.5 | 76.92% | +24.78% | -10.25% | -43.59% | 0.00% | -00:26 | -01:29 | -01:29 | -01:29 | -01:29 | 08:22 | 00:00 | 00:00 | |
Ring of Health | 125 | 96.15% | 80.0 | 54.40% | -5.60% | -2.79% | +3.66% | 6.45% | 03:16 | 00:41 | 02:40 | 03:04 | 03:33 | 24:33 | 00:53 | 00:39 | |
Meteor Hammer | 123 | 94.62% | 77.5 | 54.47% | -2.67% | +13.27% | -2.86% | -11.80% | 07:04 | 05:01 | 06:21 | 06:49 | 07:43 | 12:24 | 01:22 | 01:00 | |
Crown | 123 | 94.62% | 75.0 | 54.47% | -2.67% | -2.86% | -9.31% | -3.23% | 00:40 | -01:29 | -01:29 | -01:29 | 03:29 | 11:28 | 04:58 | 03:40 | |
Magic Wand | 86 | 66.15% | 72.5 | 53.49% | -3.33% | +1.06% | -5.87% | -1.82% | 10:23 | -01:29 | 08:23 | 09:58 | 12:12 | 25:15 | 03:49 | 02:49 | |
Magic Stick | 94 | 72.31% | 70.0 | 52.13% | -8.98% | -6.30% | -17.35% | -2.20% | 06:52 | -01:29 | 04:19 | 07:48 | 09:21 | 14:55 | 05:02 | 03:43 | |
Power Treads | 70 | 53.85% | 67.5 | 52.86% | -3.81% | +13.81% | -11.68% | -5.58% | 13:43 | 04:39 | 10:26 | 11:24 | 15:00 | 52:20 | 04:34 | 03:22 | |
Fluffy Hat | 30 | 23.08% | 65.0 | 60.00% | +7.00% | +2.50% | +11.43% | 2.33% | 16:43 | 07:50 | 13:57 | 15:02 | 17:47 | 32:56 | 03:50 | 02:50 | |
Force Staff | 30 | 23.08% | 62.5 | 60.00% | +7.00% | +2.50% | -2.86% | -0.84% | 18:55 | 12:14 | 15:30 | 17:16 | 21:54 | 32:56 | 06:24 | 04:44 | |
Black King Bar | 59 | 45.38% | 60.0 | 52.54% | -3.80% | +7.46% | -5.87% | -1.65% | 26:58 | 17:55 | 22:56 | 25:37 | 31:02 | 45:39 | 08:06 | 06:00 | |
Aeon Disk | 4 | 3.08% | 57.5 | 100.00% | +46.83% | 0.00% | 0.00% | 0.00% | 39:00 | 34:36 | 34:36 | 39:31 | 40:06 | 41:45 | 05:30 | 04:04 | |
Hand of Midas | 30 | 23.08% | 55.0 | 56.67% | +2.67% | -6.67% | +14.76% | 8.09% | 14:00 | 09:26 | 12:34 | 13:16 | 15:13 | 22:26 | 02:39 | 01:57 | |
Null Talisman | 6 | 4.62% | 52.5 | 83.33% | +30.10% | -33.33% | +16.67% | 0.00% | 04:38 | 00:39 | 01:37 | 01:46 | 06:19 | 13:30 | 04:42 | 03:28 | |
Shiva's Guard | 8 | 6.15% | 50.0 | 75.00% | +21.72% | +25.00% | +25.00% | 0.00% | 35:17 | 21:52 | 33:23 | 34:10 | 38:01 | 43:29 | 04:38 | 03:25 | |
Hurricane Pike | 15 | 11.54% | 47.5 | 60.00% | +6.09% | +15.00% | -10.00% | 0.00% | 26:12 | 18:26 | 19:07 | 25:15 | 28:27 | 42:58 | 09:20 | 06:54 | |
Aghanim's Shard | 27 | 20.77% | 45.0 | 51.85% | -3.49% | +5.29% | +5.29% | 0.00% | 32:46 | 20:01 | 25:23 | 30:50 | 40:57 | 47:02 | 15:34 | 11:31 | |
Linken's Sphere | 13 | 10.00% | 42.5 | 61.54% | +7.69% | -28.21% | +5.13% | 0.00% | 34:34 | 24:09 | 27:42 | 34:15 | 37:51 | 46:50 | 10:09 | 07:31 | |
Dragon Lance | 17 | 13.08% | 40.0 | 52.94% | -1.93% | +22.06% | +22.06% | 0.00% | 24:07 | 13:16 | 18:10 | 22:59 | 27:19 | 42:45 | 09:09 | 06:46 | |
Scythe of Vyse | 21 | 16.15% | 37.5 | 33.33% | -25.39% | -13.33% | +6.67% | 2.73% | 36:01 | 27:16 | 31:41 | 34:56 | 39:00 | 52:07 | 07:19 | 05:25 | |
Octarine Core | 3 | 2.31% | 35.0 | 66.67% | +12.34% | +33.33% | 0.00% | 0.00% | 38:35 | 33:31 | 33:31 | 35:11 | 47:02 | 47:02 | 13:31 | 10:00 | |
Hood of Defiance | 1 | 0.77% | 32.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:20 | 06:20 | 06:20 | 06:20 | 06:20 | 06:20 | 00:00 | 00:00 | |
Headdress | 1 | 0.77% | 30.0 | 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 | |
Eye of Skadi | 1 | 0.77% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:58 | 30:58 | 30:58 | 30:58 | 30:58 | 30:58 | 00:00 | 00:00 | |
Chainmail | 2 | 1.54% | 25.0 | 50.00% | -4.69% | -50.00% | 0.00% | 0.00% | 17:17 | 16:28 | 16:28 | 18:06 | 18:06 | 18:06 | 01:38 | 01:12 | |
Moon Shard | 2 | 1.54% | 22.5 | 50.00% | -4.69% | +50.00% | 0.00% | 0.00% | 40:18 | 37:16 | 37:16 | 43:19 | 43:19 | 43:19 | 06:03 | 04:28 | |
Witch Blade | 2 | 1.54% | 20.0 | 50.00% | -4.69% | +50.00% | 0.00% | 0.00% | 18:33 | 18:21 | 18:21 | 18:44 | 18:44 | 18:44 | 00:23 | 00:17 | |
Ghost Scepter | 2 | 1.54% | 17.5 | 50.00% | -4.69% | +50.00% | 0.00% | 0.00% | 33:10 | 25:33 | 25:33 | 40:47 | 40:47 | 40:47 | 15:14 | 11:17 | |
Tranquil Boots | 3 | 2.31% | 15.0 | 33.33% | -21.79% | -33.33% | 0.00% | 0.00% | 16:10 | 07:59 | 07:59 | 10:35 | 29:55 | 29:55 | 21:56 | 16:14 | |
Refresher Orb | 3 | 2.31% | 12.5 | 33.33% | -21.79% | -33.33% | 0.00% | 0.00% | 44:27 | 38:10 | 38:10 | 45:29 | 49:42 | 49:42 | 11:32 | 08:32 | |
Heart of Tarrasque | 1 | 0.77% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:18 | 1:10:18 | 1:10:18 | 1:10:18 | 1:10:18 | 1:10:18 | 00:00 | 00:00 | |
Glimmer Cape | 1 | 0.77% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:05 | 29:05 | 29:05 | 29:05 | 29:05 | 29:05 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 0.77% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:23 | 1:12:23 | 1:12:23 | 1:12:23 | 1:12:23 | 1:12:23 | 00:00 | 00:00 | |
Orchid Malevolence | 1 | 0.77% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:55 | 14:55 | 14:55 | 14:55 | 14:55 | 14:55 | 00:00 | 00:00 |