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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 | |||||||||||||||
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Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Shiva's Guard | 71 | 7.89% | 100.0 | 76.06% | +28.65% | +7.27% | -14.95% | -2.84% | 37:01 | 24:04 | 31:10 | 35:39 | 38:59 | 1:02:08 | 07:49 | 05:47 | |
Ring of Health | 115 | 12.78% | 97.9 | 71.30% | +24.80% | +1.11% | -2.33% | -0.21% | 31:54 | 13:33 | 23:07 | 30:37 | 39:22 | 1:02:08 | 16:15 | 12:02 | |
Bloodstone | 329 | 36.56% | 95.7 | 66.57% | +26.64% | +7.82% | -6.81% | -1.45% | 28:52 | 17:01 | 23:27 | 28:15 | 33:32 | 51:36 | 10:05 | 07:28 | |
Linken's Sphere | 102 | 11.33% | 93.6 | 70.59% | +23.60% | -1.36% | -6.59% | -0.42% | 32:15 | 17:18 | 25:24 | 31:11 | 37:58 | 54:54 | 12:34 | 09:18 | |
Void Stone | 182 | 20.22% | 91.5 | 64.84% | +19.02% | -10.49% | +1.83% | 0.65% | 30:20 | 08:45 | 20:25 | 29:32 | 39:22 | 1:02:08 | 18:57 | 14:02 | |
Arcane Boots | 180 | 20.00% | 89.4 | 63.33% | +17.08% | +12.23% | -3.33% | -1.50% | 20:34 | 07:05 | 15:26 | 18:17 | 25:49 | 44:16 | 10:23 | 07:41 | |
Scythe of Vyse | 31 | 3.44% | 87.2 | 74.19% | +25.40% | -11.69% | -24.19% | 0.00% | 42:36 | 26:45 | 36:16 | 41:09 | 48:28 | 1:03:46 | 12:12 | 09:02 | |
Black King Bar | 585 | 65.00% | 85.1 | 54.53% | +13.90% | +6.43% | -1.79% | -1.29% | 26:10 | 14:34 | 22:34 | 25:10 | 28:55 | 1:04:43 | 06:21 | 04:42 | |
Kaya | 758 | 84.22% | 83.0 | 53.69% | +25.52% | +6.84% | -1.31% | -0.76% | 19:24 | 09:18 | 13:19 | 17:50 | 24:04 | 50:14 | 10:45 | 07:57 | |
Orchid Malevolence | 709 | 78.78% | 80.9 | 52.47% | +13.20% | +10.81% | +0.64% | -2.40% | 16:17 | 09:18 | 13:01 | 14:37 | 17:15 | 51:12 | 04:14 | 03:08 | |
Aghanim's Scepter | 262 | 29.11% | 78.7 | 54.20% | +6.39% | +7.92% | -1.89% | -1.21% | 35:10 | 22:43 | 30:55 | 34:47 | 39:01 | 55:39 | 08:06 | 06:00 | |
Magic Stick | 696 | 77.33% | 76.6 | 50.29% | +2.74% | -0.29% | -2.59% | -0.49% | 05:22 | -01:29 | 02:22 | 04:45 | 07:04 | 25:01 | 04:42 | 03:28 | |
Bottle | 889 | 98.78% | 74.5 | 49.49% | -14.15% | -0.39% | +2.31% | 2.70% | 01:49 | 00:09 | 01:16 | 01:36 | 02:06 | 10:34 | 00:50 | 00:37 | |
Null Talisman | 650 | 72.22% | 72.3 | 50.15% | +1.75% | +4.45% | -2.00% | -4.30% | 03:52 | -00:15 | 03:00 | 03:39 | 04:30 | 33:58 | 01:30 | 01:06 | |
Boots of Speed | 854 | 94.89% | 70.2 | 49.53% | -2.64% | +1.87% | -4.46% | -2.99% | 04:44 | 00:45 | 03:33 | 04:39 | 05:40 | 14:27 | 02:07 | 01:34 | |
Magic Wand | 661 | 73.44% | 68.1 | 50.08% | +1.54% | -2.20% | -4.02% | -0.41% | 07:19 | -01:29 | 04:40 | 06:19 | 09:05 | 25:01 | 04:25 | 03:16 | |
Kaya and Sange | 285 | 31.67% | 66.0 | 49.47% | -0.29% | +18.14% | -11.44% | -3.48% | 22:10 | 12:08 | 17:09 | 19:50 | 25:39 | 49:43 | 08:30 | 06:17 | |
Sange | 286 | 31.78% | 63.8 | 49.30% | -0.54% | +17.37% | -11.27% | -3.46% | 21:58 | 11:59 | 17:06 | 19:34 | 25:22 | 49:36 | 08:16 | 06:07 | |
Power Treads | 601 | 66.78% | 61.7 | 46.42% | -9.77% | +0.25% | -6.42% | -2.49% | 10:28 | 04:37 | 07:28 | 08:35 | 10:09 | 41:23 | 02:41 | 01:59 | |
Bloodthorn | 50 | 5.56% | 59.6 | 58.00% | +8.82% | -4.15% | -8.00% | -0.28% | 42:35 | 22:30 | 35:57 | 42:28 | 49:28 | 1:04:07 | 13:31 | 10:00 | |
Aeon Disk | 25 | 2.78% | 57.4 | 64.00% | +14.74% | +19.33% | -14.00% | 0.00% | 37:50 | 26:33 | 32:13 | 38:09 | 41:50 | 60:19 | 09:37 | 07:07 | |
Soul Ring | 160 | 17.78% | 55.3 | 47.50% | -2.64% | +10.00% | -7.50% | -6.52% | 06:01 | 02:56 | 04:33 | 05:31 | 07:14 | 14:45 | 02:41 | 01:59 | |
Ring of Protection | 160 | 17.78% | 53.2 | 47.50% | -2.64% | +7.50% | 0.00% | -2.34% | 05:20 | 01:46 | 03:35 | 04:51 | 06:47 | 14:04 | 03:12 | 02:22 | |
Aghanim's Shard | 92 | 10.22% | 51.1 | 50.00% | +0.37% | -2.17% | +10.87% | 1.62% | 39:13 | 20:56 | 34:26 | 40:03 | 42:28 | 1:09:04 | 08:02 | 05:57 | |
Refresher Orb | 7 | 0.78% | 48.9 | 85.71% | +36.33% | -35.71% | +14.29% | 0.00% | 46:57 | 39:33 | 40:38 | 44:37 | 47:07 | 1:02:10 | 06:29 | 04:48 | |
Aghanim's Blessing | 12 | 1.33% | 46.8 | 66.67% | +17.23% | +33.33% | -33.34% | 0.00% | 55:02 | 40:19 | 48:21 | 54:52 | 60:20 | 1:10:27 | 11:59 | 08:52 | |
Eul's Scepter of Divinity | 40 | 4.44% | 44.7 | 42.50% | -7.50% | -12.50% | +7.50% | 0.00% | 21:43 | 12:44 | 17:09 | 19:20 | 21:27 | 52:11 | 04:18 | 03:11 | |
Wind Lace | 46 | 5.11% | 42.6 | 39.13% | -11.10% | -5.80% | +6.32% | 1.91% | 18:54 | 05:46 | 13:44 | 16:40 | 20:05 | 51:54 | 06:21 | 04:42 | |
Witch Blade | 3 | 0.33% | 40.4 | 100.00% | +50.50% | 0.00% | 0.00% | 0.00% | 14:26 | 12:55 | 12:55 | 12:59 | 17:24 | 17:24 | 04:29 | 03:19 | |
Blink Dagger | 3 | 0.33% | 38.3 | 100.00% | +50.50% | 0.00% | 0.00% | 0.00% | 33:30 | 21:06 | 21:06 | 32:55 | 46:28 | 46:28 | 25:22 | 18:47 | |
Chainmail | 3 | 0.33% | 36.2 | 100.00% | +50.50% | 0.00% | 0.00% | 0.00% | 12:23 | 11:37 | 11:37 | 12:13 | 13:20 | 13:20 | 01:43 | 01:16 | |
Wind Waker | 2 | 0.22% | 34.0 | 100.00% | +50.45% | 0.00% | 0.00% | 0.00% | 34:55 | 29:56 | 29:56 | 39:54 | 39:54 | 39:54 | 09:58 | 07:22 | |
Helm of Iron Will | 5 | 0.56% | 31.9 | 60.00% | +10.39% | -60.00% | -60.00% | 0.00% | 34:19 | 10:21 | 10:21 | 38:20 | 47:38 | 50:33 | 37:17 | 27:37 | |
Nullifier | 3 | 0.33% | 29.8 | 66.67% | +17.06% | +33.33% | 0.00% | 0.00% | 45:58 | 39:07 | 39:07 | 48:14 | 50:33 | 50:33 | 11:26 | 08:28 | |
Yasha and Kaya | 1 | 0.11% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 00:00 | 00:00 | |
Desolator | 1 | 0.11% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:40 | 56:40 | 56:40 | 56:40 | 56:40 | 56:40 | 00:00 | 00:00 | |
Yasha | 1 | 0.11% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:08 | 30:08 | 30:08 | 30:08 | 30:08 | 30:08 | 00:00 | 00:00 | |
Blight Stone | 1 | 0.11% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:40 | 56:40 | 56:40 | 56:40 | 56:40 | 56:40 | 00:00 | 00:00 | |
Force Staff | 1 | 0.11% | 19.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:08 | 39:08 | 39:08 | 39:08 | 39:08 | 39:08 | 00:00 | 00:00 | |
Quelling Blade | 5 | 0.56% | 17.0 | 40.00% | -9.72% | +60.00% | -40.00% | 0.00% | 01:06 | -01:29 | -01:29 | -01:29 | -01:29 | 11:28 | 00:00 | 00:00 | |
Maelstrom | 2 | 0.22% | 14.9 | 50.00% | +0.33% | +50.00% | 0.00% | 0.00% | 44:15 | 44:13 | 44:13 | 44:16 | 44:16 | 44:16 | 00:03 | 00:02 | |
Javelin | 2 | 0.22% | 12.8 | 50.00% | +0.33% | +50.00% | 0.00% | 0.00% | 44:15 | 44:13 | 44:13 | 44:16 | 44:16 | 44:16 | 00:03 | 00:02 | |
Aether Lens | 2 | 0.22% | 10.6 | 50.00% | +0.33% | +50.00% | 0.00% | 0.00% | 42:41 | 31:17 | 31:17 | 54:05 | 54:05 | 54:05 | 22:48 | 16:53 | |
Mjollnir | 1 | 0.11% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:44 | 47:44 | 47:44 | 47:44 | 47:44 | 47:44 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 0.11% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 00:00 | 00:00 | |
Fluffy Hat | 1 | 0.11% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:36 | 09:36 | 09:36 | 09:36 | 09:36 | 09:36 | 00:00 | 00:00 | |
Falcon Blade | 1 | 0.11% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:37 | 09:37 | 09:37 | 09:37 | 09:37 | 09:37 | 00:00 | 00:00 |