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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 | 37 | 44.58% | 100.0 | 43.24% | +17.15% | -9.91% | -9.91% | 0.00% | 24:56 | 16:07 | 19:51 | 24:56 | 28:33 | 36:01 | 08:42 | 06:26 | |
Soul Ring | 72 | 86.75% | 98.0 | 37.50% | +28.41% | +6.94% | -4.17% | -2.55% | 07:35 | 03:17 | 05:17 | 06:58 | 09:38 | 17:57 | 04:21 | 03:13 | |
Quelling Blade | 73 | 87.95% | 95.9 | 36.99% | +26.99% | -3.66% | -3.66% | 0.00% | -01:17 | -01:30 | -01:29 | -01:29 | -01:29 | 12:37 | 00:00 | 00:00 | |
Chainmail | 67 | 80.72% | 93.9 | 37.31% | +18.56% | -7.90% | +9.75% | 5.38% | 08:24 | 03:23 | 06:34 | 08:15 | 09:51 | 18:20 | 03:17 | 02:25 | |
Ring of Protection | 75 | 90.36% | 91.8 | 36.00% | +23.50% | +6.11% | -4.42% | -1.76% | 04:05 | -01:30 | -01:29 | 03:55 | 07:28 | 17:57 | 08:57 | 06:37 | |
Blink Dagger | 79 | 95.18% | 89.8 | 35.44% | +35.44% | -0.44% | -0.44% | 0.00% | 18:32 | 12:53 | 15:40 | 17:11 | 21:13 | 30:06 | 05:33 | 04:06 | |
Phase Boots | 66 | 79.52% | 87.8 | 36.36% | +12.83% | -12.83% | +13.64% | 9.51% | 09:52 | 05:02 | 08:26 | 09:30 | 11:13 | 18:20 | 02:47 | 02:03 | |
Hood of Defiance | 50 | 60.24% | 85.7 | 38.00% | +10.73% | +0.46% | -4.67% | -1.69% | 10:34 | 05:24 | 08:57 | 10:31 | 11:59 | 19:34 | 03:02 | 02:14 | |
Ring of Health | 65 | 78.31% | 83.7 | 35.38% | +7.60% | +8.37% | -4.13% | -1.70% | 09:09 | 02:06 | 03:15 | 04:29 | 10:37 | 44:14 | 07:22 | 05:27 | |
Boots of Speed | 83 | 100.00% | 81.6 | 33.73% | +33.73% | -9.92% | +4.37% | 4.31% | 06:03 | -01:29 | 04:28 | 06:04 | 07:47 | 12:18 | 03:19 | 02:27 | |
Magic Stick | 76 | 91.57% | 79.6 | 34.21% | +5.64% | -13.16% | +7.90% | 3.14% | 04:38 | -01:29 | -01:28 | 03:39 | 08:11 | 21:29 | 09:39 | 07:08 | |
Magic Wand | 64 | 77.11% | 77.6 | 32.81% | -4.03% | -1.56% | -7.81% | -0.98% | 09:09 | 01:54 | 04:57 | 08:43 | 11:21 | 21:29 | 06:24 | 04:44 | |
Void Stone | 29 | 34.94% | 75.5 | 37.93% | +6.45% | +4.93% | +19.21% | 1.13% | 32:06 | 19:45 | 26:08 | 30:22 | 38:48 | 47:50 | 12:40 | 09:22 | |
Eul's Scepter of Divinity | 2 | 2.41% | 73.5 | 100.00% | +67.90% | 0.00% | 0.00% | 0.00% | 40:46 | 23:27 | 23:27 | 58:05 | 58:05 | 58:05 | 34:38 | 25:39 | |
Ghost Scepter | 2 | 2.41% | 71.4 | 100.00% | +67.90% | 0.00% | 0.00% | 0.00% | 24:40 | 22:59 | 22:59 | 26:20 | 26:20 | 26:20 | 03:21 | 02:28 | |
Refresher Orb | 21 | 25.30% | 69.4 | 38.10% | +5.84% | +1.90% | +21.90% | 2.07% | 35:26 | 27:40 | 30:12 | 33:54 | 39:52 | 48:20 | 09:40 | 07:09 | |
Pipe of Insight | 11 | 13.25% | 67.3 | 45.45% | +13.51% | +21.22% | -12.12% | -6.21% | 18:34 | 15:13 | 15:39 | 17:35 | 21:01 | 23:12 | 05:22 | 03:58 | |
Headdress | 11 | 13.25% | 65.3 | 45.45% | +13.51% | -12.12% | -12.12% | 0.00% | 16:31 | 09:47 | 12:58 | 17:00 | 17:12 | 22:41 | 04:14 | 03:08 | |
Bracer | 31 | 37.35% | 63.3 | 32.26% | -2.36% | +5.24% | +5.24% | 0.00% | 02:38 | 01:25 | 01:52 | 02:28 | 03:08 | 05:18 | 01:16 | 00:56 | |
Aeon Disk | 5 | 6.02% | 61.2 | 60.00% | +27.95% | -60.00% | -60.00% | 0.00% | 35:47 | 30:54 | 30:54 | 34:45 | 37:16 | 42:59 | 06:22 | 04:42 | |
Shiva's Guard | 9 | 10.84% | 59.2 | 44.44% | +12.01% | +5.56% | +55.56% | 5.20% | 36:02 | 30:22 | 31:03 | 34:52 | 40:40 | 42:46 | 09:37 | 07:07 | |
Wind Lace | 9 | 10.84% | 57.1 | 44.44% | +12.01% | +5.56% | +55.56% | 4.35% | 12:04 | -01:26 | -01:20 | 07:46 | 12:49 | 56:51 | 14:09 | 10:28 | |
Arcane Boots | 6 | 7.23% | 55.1 | 50.00% | +17.53% | 0.00% | +50.00% | 0.00% | 18:57 | 05:06 | 09:25 | 19:52 | 24:30 | 32:54 | 15:05 | 11:10 | |
Heaven's Halberd | 15 | 18.07% | 53.1 | 33.33% | -0.49% | +16.67% | -8.33% | -10.71% | 25:17 | 16:04 | 22:53 | 24:16 | 25:13 | 34:25 | 02:20 | 01:43 | |
Sange | 16 | 19.28% | 51.0 | 31.25% | -3.08% | +18.75% | -6.25% | -4.49% | 22:41 | 11:14 | 19:09 | 20:41 | 24:43 | 31:45 | 05:34 | 04:07 | |
Helm of Iron Will | 7 | 8.43% | 49.0 | 42.86% | +9.97% | +57.14% | -42.86% | -69.77% | 05:23 | 03:03 | 03:20 | 03:57 | 04:46 | 09:59 | 01:26 | 01:03 | |
Black King Bar | 13 | 15.66% | 46.9 | 30.77% | -3.52% | +35.90% | -30.77% | -5.12% | 34:25 | 20:42 | 24:19 | 32:28 | 37:20 | 59:02 | 13:01 | 09:38 | |
Fluffy Hat | 8 | 9.64% | 44.9 | 37.50% | +4.17% | +12.50% | +12.50% | 0.00% | 21:50 | 03:30 | 09:01 | 22:26 | 30:38 | 37:27 | 21:37 | 16:00 | |
Aghanim's Shard | 1 | 1.20% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:30 | 28:30 | 28:30 | 28:30 | 28:30 | 28:30 | 00:00 | 00:00 | |
Wind Waker | 1 | 1.20% | 40.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:05 | 58:05 | 58:05 | 58:05 | 58:05 | 58:05 | 00:00 | 00:00 | |
Octarine Core | 1 | 1.20% | 38.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:41 | 34:41 | 34:41 | 34:41 | 34:41 | 34:41 | 00:00 | 00:00 | |
Aether Lens | 1 | 1.20% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:40 | 34:40 | 34:40 | 34:40 | 34:40 | 34:40 | 00:00 | 00:00 | |
Orb of Corrosion | 1 | 1.20% | 34.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:08 | 04:08 | 04:08 | 04:08 | 04:08 | 04:08 | 00:00 | 00:00 | |
Wraith Pact | 1 | 1.20% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:14 | 19:14 | 19:14 | 19:14 | 19:14 | 19:14 | 00:00 | 00:00 | |
Orb of Venom | 1 | 1.20% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:10 | 02:10 | 02:10 | 02:10 | 02:10 | 02:10 | 00:00 | 00:00 | |
Linken's Sphere | 1 | 1.20% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:23 | 44:23 | 44:23 | 44:23 | 44:23 | 44:23 | 00:00 | 00:00 | |
Bottle | 1 | 1.20% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:44 | 01:44 | 01:44 | 01:44 | 01:44 | 01:44 | 00:00 | 00:00 | |
Scythe of Vyse | 1 | 1.20% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:36 | 25:36 | 25:36 | 25:36 | 25:36 | 25:36 | 00:00 | 00:00 | |
Helm of the Dominator | 5 | 6.02% | 22.4 | 40.00% | +6.67% | +60.00% | -40.00% | 0.00% | 09:58 | 07:00 | 07:00 | 08:55 | 12:24 | 12:37 | 05:24 | 04:00 | |
Crown | 5 | 6.02% | 20.4 | 40.00% | +6.67% | +60.00% | -40.00% | 0.00% | 06:34 | 04:26 | 04:26 | 06:00 | 07:23 | 10:27 | 02:57 | 02:11 | |
Force Staff | 5 | 6.02% | 18.4 | 40.00% | +6.67% | -40.00% | +60.00% | 0.00% | 30:38 | 22:30 | 22:30 | 30:38 | 35:27 | 37:28 | 12:57 | 09:35 | |
Blight Stone | 2 | 2.41% | 16.3 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 03:25 | 02:18 | 02:18 | 04:31 | 04:31 | 04:31 | 02:13 | 01:38 | |
Arcane Blink | 2 | 2.41% | 14.3 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 45:50 | 43:56 | 43:56 | 47:43 | 47:43 | 47:43 | 03:47 | 02:48 | |
Ring of Basilius | 3 | 3.61% | 12.2 | 33.33% | -0.42% | -33.33% | 0.00% | 0.00% | 20:22 | 09:55 | 09:55 | 16:07 | 35:03 | 35:03 | 25:08 | 18:37 | |
Morbid Mask | 3 | 3.61% | 10.2 | 33.33% | -0.42% | +66.67% | 0.00% | 0.00% | 18:26 | 06:27 | 06:27 | 13:48 | 35:03 | 35:03 | 28:36 | 21:11 | |
Vladmir's Offering | 3 | 3.61% | 8.2 | 33.33% | -0.42% | -33.33% | 0.00% | 0.00% | 21:54 | 14:12 | 14:12 | 16:26 | 35:04 | 35:04 | 20:52 | 15:27 | |
Buckler | 3 | 3.61% | 6.1 | 33.33% | -0.42% | -33.33% | 0.00% | 0.00% | 20:38 | 10:43 | 10:43 | 16:07 | 35:03 | 35:03 | 24:20 | 18:01 | |
Lotus Orb | 4 | 4.82% | 4.1 | 25.00% | -9.18% | +75.00% | -25.00% | 0.00% | 32:32 | 27:57 | 27:57 | 28:42 | 32:49 | 40:40 | 04:52 | 03:36 | |
Desolator | 1 | 1.20% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:31 | 20:31 | 20:31 | 20:31 | 20:31 | 20:31 | 00:00 | 00:00 |