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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 | |
 | Lotus Orb | 7 | 3.08% | 100.0 | 100.00% | +55.00% | 0.00% | 0.00% | 0.00% | 35:20 | 27:26 | 28:13 | 36:00 | 38:52 | 43:35 | 10:39 | 07:53 |
 | Ring of Health | 13 | 5.73% | 98.3 | 84.62% | +40.23% | +15.38% | -17.95% | -2.68% | 38:42 | 22:21 | 27:25 | 35:46 | 39:50 | 1:22:13 | 12:25 | 09:11 |
 | Blink Dagger | 22 | 9.69% | 96.7 | 72.73% | +28.83% | -6.06% | +7.27% | 0.80% | 29:55 | 13:40 | 20:28 | 27:25 | 37:04 | 51:33 | 16:36 | 12:17 |
 | Force Staff | 88 | 38.77% | 95.0 | 56.82% | +16.53% | -6.82% | -6.82% | 0.00% | 26:11 | 14:54 | 21:08 | 24:46 | 28:47 | 56:34 | 07:39 | 05:40 |
 | Aeon Disk | 18 | 7.93% | 93.3 | 72.22% | +27.72% | -12.22% | -22.22% | -1.23% | 40:13 | 32:19 | 35:31 | 39:05 | 43:38 | 57:51 | 08:07 | 06:00 |
 | Void Stone | 96 | 42.29% | 91.7 | 53.13% | +11.15% | +1.04% | +1.04% | 0.00% | 21:37 | 07:17 | 11:14 | 19:33 | 29:07 | 1:22:14 | 17:53 | 13:14 |
 | Drum of Endurance | 21 | 9.25% | 90.0 | 66.67% | +22.01% | +13.33% | +13.33% | 0.00% | 22:20 | 13:01 | 18:46 | 20:45 | 23:08 | 56:59 | 04:22 | 03:14 |
 | Aether Lens | 87 | 38.33% | 88.3 | 52.87% | +10.01% | -2.87% | +15.31% | 1.16% | 21:31 | 08:34 | 11:58 | 20:41 | 27:35 | 50:53 | 15:37 | 11:34 |
 | Magic Stick | 218 | 96.04% | 86.7 | 47.25% | +13.92% | -10.89% | -0.95% | 2.16% | 03:11 | -01:30 | -01:29 | 02:19 | 06:05 | 18:21 | 07:34 | 05:36 |
 | Fluffy Hat | 139 | 61.23% | 85.0 | 48.92% | +5.74% | -0.35% | -3.21% | -0.40% | 16:00 | 03:50 | 11:14 | 13:56 | 18:20 | 56:34 | 07:06 | 05:15 |
 | Boots of Speed | 227 | 100.00% | 83.3 | 46.70% | +46.70% | +2.42% | -2.84% | -1.47% | 07:02 | -01:29 | 05:14 | 07:01 | 08:48 | 15:48 | 03:34 | 02:38 |
 | Magic Wand | 199 | 87.67% | 81.7 | 46.23% | -3.77% | +3.77% | -12.23% | -2.41% | 08:57 | 00:47 | 05:24 | 08:30 | 12:02 | 26:44 | 06:38 | 04:54 |
 | Wind Lace | 199 | 87.67% | 80.0 | 46.23% | -3.77% | +23.77% | -20.23% | -9.20% | 10:33 | -01:29 | 07:38 | 09:51 | 12:25 | 37:16 | 04:47 | 03:32 |
 | Glimmer Cape | 91 | 40.09% | 78.3 | 49.45% | +4.60% | +15.77% | -14.67% | -3.87% | 25:02 | 09:21 | 21:24 | 23:56 | 29:16 | 39:22 | 07:52 | 05:49 |
 | Tranquil Boots | 190 | 83.70% | 76.7 | 45.79% | -5.56% | +12.54% | -20.26% | -8.30% | 12:30 | 04:31 | 09:45 | 11:26 | 13:42 | 37:42 | 03:57 | 02:55 |
 | Headdress | 9 | 3.96% | 75.0 | 77.78% | +32.37% | -27.78% | +22.22% | 2.02% | 17:49 | -01:29 | -01:29 | 23:20 | 26:13 | 40:32 | 27:42 | 20:31 |
 | Bottle | 20 | 8.81% | 73.3 | 60.00% | +14.59% | +20.00% | +40.00% | 20.00% | 01:20 | 00:18 | 01:09 | 01:15 | 01:23 | 03:05 | 00:14 | 00:10 |
 | Crown | 14 | 6.17% | 71.7 | 64.29% | +18.75% | -14.29% | +2.38% | 0.70% | 25:12 | 06:59 | 11:30 | 18:35 | 35:15 | 58:37 | 23:45 | 17:35 |
 | Quelling Blade | 10 | 4.41% | 70.0 | 70.00% | +24.38% | -3.33% | -20.00% | -1.21% | 14:22 | -01:29 | -01:29 | 12:25 | 15:14 | 1:04:15 | 16:43 | 12:22 |
 | Octarine Core | 25 | 11.01% | 68.3 | 52.00% | +5.96% | +14.67% | -18.67% | -2.56% | 29:58 | 14:48 | 21:00 | 29:01 | 34:01 | 57:24 | 13:01 | 09:38 |
 | Arcane Boots | 55 | 24.23% | 66.7 | 43.64% | -4.03% | +13.50% | -15.07% | -5.60% | 10:03 | 04:48 | 06:48 | 10:29 | 11:54 | 18:32 | 05:06 | 03:46 |
 | Null Talisman | 27 | 11.89% | 65.0 | 48.15% | +1.65% | +23.28% | -19.58% | -15.22% | 05:15 | 00:35 | 02:21 | 03:50 | 05:10 | 19:45 | 02:49 | 02:05 |
 | Helm of the Dominator | 7 | 3.08% | 63.3 | 71.43% | +25.52% | +28.57% | -21.43% | 0.00% | 36:03 | 17:24 | 25:58 | 35:13 | 35:15 | 58:37 | 09:17 | 06:52 |
 | Dagon (level 2) | 3 | 1.32% | 61.7 | 100.00% | +54.02% | 0.00% | 0.00% | 0.00% | 27:51 | 18:15 | 18:15 | 26:47 | 38:32 | 38:32 | 20:17 | 15:01 |
 | Linken's Sphere | 3 | 1.32% | 60.0 | 100.00% | +54.02% | 0.00% | 0.00% | 0.00% | 44:46 | 39:23 | 39:23 | 43:40 | 51:15 | 51:15 | 11:52 | 08:47 |
 | Sange | 3 | 1.32% | 58.3 | 100.00% | +54.02% | 0.00% | 0.00% | 0.00% | 35:50 | 27:12 | 27:12 | 33:30 | 46:49 | 46:49 | 19:37 | 14:31 |
 | Black King Bar | 12 | 5.29% | 56.7 | 58.33% | +12.28% | +8.34% | -25.00% | -2.57% | 31:20 | 21:57 | 23:51 | 27:00 | 36:48 | 47:41 | 12:57 | 09:35 |
 | Wraith Pact | 12 | 5.29% | 55.0 | 58.33% | +12.28% | +8.34% | +8.34% | 0.00% | 30:25 | 20:17 | 24:31 | 29:27 | 35:21 | 45:15 | 10:50 | 08:01 |
 | Dagon | 5 | 2.20% | 53.3 | 80.00% | +34.05% | +20.00% | +20.00% | 0.00% | 23:35 | 15:52 | 15:52 | 20:46 | 25:57 | 36:44 | 10:05 | 07:28 |
 | Ring of Protection | 34 | 14.98% | 51.7 | 41.18% | -6.49% | +14.38% | -3.68% | -1.43% | 19:53 | -01:29 | 13:35 | 19:20 | 26:15 | 51:30 | 12:40 | 09:22 |
 | Helm of Iron Will | 8 | 3.52% | 50.0 | 62.50% | +16.38% | +37.50% | -12.50% | 0.00% | 34:34 | 14:21 | 25:22 | 30:25 | 35:14 | 58:37 | 09:52 | 07:18 |
 | Buckler | 28 | 12.33% | 48.3 | 39.29% | -8.45% | +3.57% | -10.72% | -1.22% | 22:52 | 08:12 | 16:06 | 20:45 | 27:48 | 51:30 | 11:42 | 08:40 |
 | Bracer | 12 | 5.29% | 46.7 | 50.00% | +3.49% | +16.67% | -16.67% | -5.95% | 14:57 | 04:58 | 12:32 | 14:49 | 18:08 | 21:17 | 05:36 | 04:08 |
 | Morbid Mask | 22 | 9.69% | 45.0 | 40.91% | -6.41% | +9.09% | -0.91% | -1.00% | 28:05 | 14:47 | 22:32 | 26:15 | 32:33 | 51:30 | 10:01 | 07:25 |
 | Soul Ring | 4 | 1.76% | 43.3 | 75.00% | +28.81% | +25.00% | -75.00% | 0.00% | 14:05 | 10:12 | 10:12 | 14:57 | 15:04 | 16:07 | 04:52 | 03:36 |
 | Holy Locket | 4 | 1.76% | 41.7 | 75.00% | +28.81% | +25.00% | +25.00% | 0.00% | 26:07 | 24:01 | 24:01 | 25:06 | 26:04 | 29:15 | 02:03 | 01:31 |
 | Vladmir's Offering | 21 | 9.25% | 40.0 | 38.10% | -9.47% | +21.90% | +1.90% | -2.40% | 29:05 | 15:26 | 24:16 | 27:37 | 32:35 | 51:56 | 08:19 | 06:09 |
 | Hood of Defiance | 2 | 0.88% | 38.3 | 100.00% | +53.78% | 0.00% | 0.00% | 0.00% | 29:24 | 22:44 | 22:44 | 36:03 | 36:03 | 36:03 | 13:19 | 09:51 |
 | Kaya and Sange | 2 | 0.88% | 36.7 | 100.00% | +53.78% | 0.00% | 0.00% | 0.00% | 37:09 | 27:28 | 27:28 | 46:49 | 46:49 | 46:49 | 19:21 | 14:20 |
 | Dagon (level 3) | 2 | 0.88% | 35.0 | 100.00% | +53.78% | 0.00% | 0.00% | 0.00% | 32:47 | 22:04 | 22:04 | 43:30 | 43:30 | 43:30 | 21:26 | 15:52 |
 | Ring of Basilius | 28 | 12.33% | 33.3 | 32.14% | -16.60% | +25.00% | +10.72% | -1.26% | 18:53 | 04:16 | 12:16 | 16:07 | 23:34 | 51:30 | 11:18 | 08:22 |
 | Boots of Bearing | 8 | 3.52% | 31.7 | 50.00% | +3.42% | 0.00% | 0.00% | 0.00% | 37:29 | 23:54 | 26:50 | 37:24 | 40:01 | 57:19 | 13:11 | 09:45 |
 | Kaya | 3 | 1.32% | 30.0 | 66.67% | +20.24% | +33.33% | 0.00% | 0.00% | 35:00 | 23:16 | 23:16 | 34:54 | 46:49 | 46:49 | 23:33 | 17:26 |
 | Eul's Scepter of Divinity | 3 | 1.32% | 28.3 | 66.67% | +20.24% | +33.33% | 0.00% | 0.00% | 24:27 | 16:01 | 16:01 | 23:14 | 34:07 | 34:07 | 18:06 | 13:24 |
 | Scythe of Vyse | 4 | 1.76% | 26.7 | 50.00% | +3.36% | -50.00% | +50.00% | 0.00% | 46:44 | 38:02 | 38:02 | 39:44 | 50:33 | 58:35 | 12:31 | 09:16 |
 | Aghanim's Shard | 22 | 9.69% | 25.0 | 22.73% | -26.54% | +27.27% | -2.73% | -1.59% | 32:28 | 15:05 | 21:28 | 25:11 | 40:21 | 1:15:54 | 18:53 | 13:59 |
 | Dagon (level 5) | 1 | 0.44% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:31 | 29:31 | 29:31 | 29:31 | 29:31 | 29:31 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.44% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:52 | 34:52 | 34:52 | 34:52 | 34:52 | 34:52 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.44% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.44% | 18.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:18 | 31:18 | 31:18 | 31:18 | 31:18 | 31:18 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 0.44% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:31 | 29:31 | 29:31 | 29:31 | 29:31 | 29:31 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.44% | 15.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:19 | 46:19 | 46:19 | 46:19 | 46:19 | 46:19 | 00:00 | 00:00 |
 | Ghost Scepter | 5 | 2.20% | 13.3 | 40.00% | -6.85% | +60.00% | -40.00% | 0.00% | 37:59 | 27:51 | 27:51 | 37:09 | 45:08 | 50:12 | 17:17 | 12:48 |
 | Veil of Discord | 3 | 1.32% | 11.7 | 0.00% | -47.32% | 0.00% | 0.00% | 0.00% | 12:38 | 08:25 | 08:25 | 12:38 | 16:52 | 16:52 | 08:27 | 06:15 |
 | Medallion of Courage | 1 | 0.44% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:09 | 34:09 | 34:09 | 34:09 | 34:09 | 34:09 | 00:00 | 00:00 |
 | Blight Stone | 3 | 1.32% | 8.3 | 0.00% | -47.32% | 0.00% | 0.00% | 0.00% | 10:24 | -01:29 | -01:29 | -01:29 | 34:09 | 34:09 | 35:38 | 26:23 |
 | Yasha | 1 | 0.44% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 0.44% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 00:00 | 00:00 |
 | Chainmail | 1 | 0.44% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:09 | 34:09 | 34:09 | 34:09 | 34:09 | 34:09 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.44% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:22:30 | 1:22:30 | 1:22:30 | 1:22:30 | 1:22:30 | 1:22:30 | 00:00 | 00:00 |