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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 | 35 | 42.17% | 100.0 | 71.43% | +27.68% | +28.57% | -26.99% | -8.99% | 37:22 | 24:07 | 33:34 | 35:43 | 39:45 | 53:46 | 06:11 | 04:34 |
 | Shiva's Guard | 47 | 56.63% | 98.0 | 63.83% | +19.39% | +19.50% | -13.83% | -4.00% | 33:03 | 19:05 | 28:09 | 32:08 | 36:29 | 47:52 | 08:20 | 06:10 |
 | Blink Dagger | 37 | 44.58% | 96.1 | 64.86% | +17.03% | +12.92% | -9.30% | -2.19% | 27:52 | 17:56 | 22:22 | 25:00 | 32:30 | 52:51 | 10:08 | 07:30 |
 | Bloodstone | 79 | 95.18% | 94.1 | 56.96% | +31.96% | +13.04% | +3.04% | -2.76% | 17:24 | 11:45 | 15:19 | 16:50 | 18:56 | 27:29 | 03:37 | 02:40 |
 | Soul Ring | 82 | 98.80% | 92.2 | 56.10% | +56.10% | +10.57% | -11.10% | -3.33% | 11:52 | 04:22 | 08:44 | 11:00 | 15:14 | 26:19 | 06:30 | 04:48 |
 | Poor Man's Shield | 41 | 49.40% | 90.2 | 60.98% | +10.98% | +9.02% | -0.98% | -10.00% | -00:07 | -01:29 | -01:27 | -01:24 | 01:37 | 02:48 | 03:04 | 02:16 |
 | Arcane Boots | 83 | 100.00% | 88.2 | 55.42% | +55.42% | +6.48% | +6.48% | 0.00% | 07:01 | 03:26 | 05:41 | 06:46 | 07:48 | 13:29 | 02:07 | 01:34 |
 | Boots of Speed | 83 | 100.00% | 86.3 | 55.42% | +55.42% | -3.04% | +1.72% | 4.76% | 03:27 | 01:20 | 02:49 | 03:21 | 03:46 | 09:08 | 00:57 | 00:42 |
 | Bottle | 55 | 66.27% | 84.3 | 58.18% | +8.18% | -1.04% | +20.39% | 21.43% | 02:18 | 00:12 | 01:46 | 02:06 | 02:31 | 11:30 | 00:45 | 00:33 |
 | Stout Shield | 82 | 98.80% | 82.4 | 54.88% | -45.12% | +2.26% | +5.12% | 2.86% | -01:17 | -01:29 | -01:27 | -01:26 | -01:24 | 04:35 | 00:03 | 00:02 |
 | Magic Stick | 50 | 60.24% | 80.4 | 58.00% | +6.48% | -4.15% | +8.67% | 2.81% | 06:19 | -01:28 | 03:26 | 05:38 | 08:00 | 42:43 | 04:34 | 03:22 |
 | Ring of Health | 44 | 53.01% | 78.4 | 56.82% | +2.97% | +15.91% | -20.46% | -5.57% | 21:32 | 05:53 | 17:10 | 20:36 | 23:42 | 1:13:22 | 06:32 | 04:50 |
 | Headdress | 9 | 10.84% | 76.5 | 77.78% | +25.08% | +22.22% | +22.22% | 0.00% | 27:16 | 19:22 | 19:48 | 25:07 | 27:02 | 51:15 | 07:14 | 05:21 |
 | Orb of Venom | 4 | 4.82% | 74.5 | 100.00% | +46.84% | 0.00% | 0.00% | 0.00% | 02:32 | 02:23 | 02:23 | 02:33 | 02:36 | 02:37 | 00:13 | 00:09 |
 | Boots of Travel 2 | 15 | 18.07% | 72.5 | 66.67% | +13.73% | +8.33% | -41.67% | -4.79% | 49:48 | 35:42 | 43:28 | 49:44 | 53:54 | 1:02:14 | 10:26 | 07:43 |
 | Magic Wand | 43 | 51.81% | 70.6 | 53.49% | -4.01% | -17.13% | +10.15% | 8.90% | 08:16 | -01:27 | 05:38 | 07:16 | 08:42 | 42:43 | 03:04 | 02:16 |
 | Quelling Blade | 48 | 57.83% | 68.6 | 52.08% | -7.92% | +14.59% | -10.41% | -25.00% | 00:02 | -01:28 | -01:25 | -01:15 | 01:02 | 07:40 | 02:27 | 01:48 |
 | Hood of Defiance | 22 | 26.51% | 66.7 | 59.09% | +4.99% | +40.91% | -19.09% | -13.79% | 21:13 | 11:26 | 18:13 | 20:59 | 22:34 | 35:43 | 04:21 | 03:13 |
 | Pipe of Insight | 8 | 9.64% | 64.7 | 75.00% | +21.67% | +25.00% | -25.00% | 0.00% | 24:56 | 19:47 | 20:25 | 24:57 | 26:33 | 30:26 | 06:08 | 04:32 |
 | Void Stone | 39 | 46.99% | 62.7 | 46.15% | -17.49% | +13.85% | +13.85% | 0.00% | 29:19 | 13:05 | 22:31 | 25:46 | 32:39 | 53:32 | 10:08 | 07:30 |
 | Octarine Core | 16 | 19.28% | 60.8 | 56.25% | +1.03% | +18.75% | -31.25% | -3.87% | 47:10 | 31:59 | 38:56 | 43:42 | 51:51 | 1:07:27 | 12:55 | 09:34 |
 | Black King Bar | 17 | 20.48% | 58.8 | 52.94% | -3.12% | -27.94% | -2.94% | 2.91% | 33:57 | 23:03 | 26:39 | 31:17 | 35:15 | 51:26 | 08:36 | 06:22 |
 | Scythe of Vyse | 11 | 13.25% | 56.9 | 54.55% | -1.01% | -21.22% | +12.12% | 2.55% | 47:16 | 34:08 | 39:06 | 48:48 | 52:10 | 1:03:42 | 13:04 | 09:40 |
 | Aether Lens | 6 | 7.23% | 54.9 | 66.67% | +12.12% | -16.67% | -66.67% | 0.00% | 22:44 | 17:55 | 21:54 | 22:28 | 24:02 | 26:19 | 02:08 | 01:34 |
 | Vanguard | 6 | 7.23% | 52.9 | 66.67% | +12.12% | -16.67% | -66.67% | 0.00% | 14:24 | 10:02 | 11:28 | 12:55 | 17:34 | 17:35 | 06:06 | 04:31 |
 | Moon Shard | 2 | 2.41% | 51.0 | 100.00% | +45.68% | 0.00% | 0.00% | 0.00% | 56:31 | 50:23 | 50:23 | 1:02:38 | 1:02:38 | 1:02:38 | 12:15 | 09:04 |
 | Lotus Orb | 14 | 16.87% | 49.0 | 42.86% | -15.11% | +57.14% | -42.86% | -12.05% | 27:44 | 17:43 | 23:19 | 26:01 | 31:37 | 48:23 | 08:18 | 06:08 |
 | Wind Lace | 18 | 21.69% | 47.1 | 38.89% | -21.11% | +1.11% | -13.89% | -2.93% | 22:26 | 11:06 | 17:51 | 22:14 | 22:58 | 41:29 | 05:07 | 03:47 |
 | Ghost Scepter | 8 | 9.64% | 45.1 | 50.00% | -6.00% | 0.00% | +50.00% | 0.00% | 31:32 | 15:59 | 23:48 | 31:17 | 36:19 | 46:24 | 12:31 | 09:16 |
 | Crimson Guard | 5 | 6.02% | 43.1 | 60.00% | +4.87% | +40.00% | -60.00% | 0.00% | 18:30 | 16:41 | 16:41 | 19:08 | 19:37 | 19:57 | 02:56 | 02:10 |
 | Buckler | 5 | 6.02% | 41.2 | 60.00% | +4.87% | -60.00% | +40.00% | 0.00% | 16:43 | 14:12 | 14:12 | 15:45 | 18:57 | 19:34 | 04:45 | 03:31 |
 | Eul's Scepter of Divinity | 17 | 20.48% | 39.2 | 35.29% | -25.32% | -10.29% | -10.29% | 0.00% | 25:35 | 14:42 | 20:47 | 24:49 | 28:44 | 41:29 | 07:57 | 05:53 |
 | Chainmail | 6 | 7.23% | 37.3 | 50.00% | -5.84% | -50.00% | -50.00% | 0.00% | 17:58 | 14:12 | 14:40 | 15:45 | 19:33 | 24:38 | 04:53 | 03:37 |
 | Dagon (level 5) | 7 | 8.43% | 35.3 | 42.86% | -13.72% | +7.14% | -42.86% | 0.00% | 1:01:16 | 47:46 | 47:51 | 51:45 | 1:10:32 | 1:26:07 | 22:41 | 16:48 |
 | Dagon (level 3) | 8 | 9.64% | 33.3 | 37.50% | -19.83% | +12.50% | -37.50% | 0.00% | 57:45 | 43:54 | 45:15 | 47:51 | 1:10:32 | 1:26:07 | 25:17 | 18:43 |
 | Dagon | 8 | 9.64% | 31.4 | 37.50% | -19.83% | +12.50% | -37.50% | 0.00% | 57:45 | 43:54 | 45:15 | 47:51 | 1:10:32 | 1:26:07 | 25:17 | 18:43 |
 | Dagon (level 4) | 8 | 9.64% | 29.4 | 37.50% | -19.83% | +62.50% | -37.50% | 0.00% | 58:22 | 45:20 | 46:28 | 48:40 | 1:10:32 | 1:26:07 | 24:04 | 17:49 |
 | Null Talisman | 8 | 9.64% | 27.5 | 37.50% | -19.83% | +12.50% | -37.50% | 0.00% | 57:45 | 43:54 | 45:15 | 47:51 | 1:10:32 | 1:26:07 | 25:17 | 18:43 |
 | Dagon (level 2) | 8 | 9.64% | 25.5 | 37.50% | -19.83% | +12.50% | -37.50% | 0.00% | 57:45 | 43:54 | 45:15 | 47:51 | 1:10:32 | 1:26:07 | 25:17 | 18:43 |
 | Linken's Sphere | 1 | 1.20% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:37 | 52:37 | 52:37 | 52:37 | 52:37 | 52:37 | 00:00 | 00:00 |
 | Maelstrom | 1 | 1.20% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:27 | 1:10:27 | 1:10:27 | 1:10:27 | 1:10:27 | 1:10:27 | 00:00 | 00:00 |
 | Mjollnir | 1 | 1.20% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:44 | 1:10:44 | 1:10:44 | 1:10:44 | 1:10:44 | 1:10:44 | 00:00 | 00:00 |
 | Blade Mail | 1 | 1.20% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:03 | 33:03 | 33:03 | 33:03 | 33:03 | 33:03 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 1.20% | 15.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:11 | 1:08:11 | 1:08:11 | 1:08:11 | 1:08:11 | 1:08:11 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 1.20% | 13.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:43 | 19:43 | 19:43 | 19:43 | 19:43 | 19:43 | 00:00 | 00:00 |
 | Ring of Protection | 4 | 4.82% | 11.8 | 25.00% | -31.96% | -25.00% | -25.00% | 0.00% | 01:36 | -00:59 | -00:59 | -00:36 | 03:37 | 04:23 | 04:36 | 03:24 |
 | Iron Talon | 4 | 4.82% | 9.8 | 25.00% | -31.96% | +75.00% | -25.00% | 0.00% | 02:49 | -00:36 | -00:36 | 02:28 | 04:23 | 05:00 | 04:59 | 03:41 |
 | Helm of the Dominator | 1 | 1.20% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:20:37 | 1:20:37 | 1:20:37 | 1:20:37 | 1:20:37 | 1:20:37 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.20% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:22 | 1:13:22 | 1:13:22 | 1:13:22 | 1:13:22 | 1:13:22 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.20% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:20:37 | 1:20:37 | 1:20:37 | 1:20:37 | 1:20:37 | 1:20:37 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.20% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:20:37 | 1:20:37 | 1:20:37 | 1:20:37 | 1:20:37 | 1:20:37 | 00:00 | 00:00 |