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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 | |
 | Eul's Scepter of Divinity | 12 | 14.63% | 100.0 | 83.33% | +37.62% | +16.67% | +16.67% | 0.00% | 24:48 | 14:09 | 14:47 | 22:12 | 33:33 | 38:39 | 18:46 | 13:54 |
 | Void Stone | 29 | 35.37% | 98.3 | 68.97% | +27.46% | +31.03% | +31.03% | 0.00% | 23:07 | 07:13 | 12:24 | 21:08 | 30:37 | 57:53 | 18:13 | 13:29 |
 | Mekansm | 40 | 48.78% | 96.6 | 65.00% | +26.90% | +25.00% | +15.00% | -1.90% | 19:14 | 10:30 | 16:13 | 18:32 | 21:29 | 28:08 | 05:16 | 03:54 |
 | Headdress | 42 | 51.22% | 94.9 | 64.29% | +26.79% | +26.62% | +15.71% | -1.48% | 16:29 | 01:36 | 13:00 | 15:37 | 20:23 | 28:08 | 07:23 | 05:28 |
 | Scythe of Vyse | 5 | 6.10% | 93.2 | 100.00% | +51.95% | 0.00% | 0.00% | 0.00% | 48:41 | 43:17 | 43:17 | 46:44 | 49:12 | 57:53 | 05:55 | 04:22 |
 | Arcane Boots | 54 | 65.85% | 91.5 | 61.11% | +28.97% | -11.11% | +15.81% | 3.81% | 15:03 | 07:15 | 10:57 | 13:00 | 18:01 | 32:02 | 07:04 | 05:14 |
 | Chainmail | 62 | 75.61% | 89.8 | 59.68% | +34.68% | +21.57% | +13.65% | -1.16% | 16:42 | 05:51 | 12:42 | 16:14 | 19:31 | 28:45 | 06:49 | 05:02 |
 | Buckler | 30 | 36.59% | 88.1 | 63.33% | +19.10% | +11.67% | +8.10% | -0.49% | 23:27 | 16:43 | 19:50 | 21:56 | 27:05 | 32:40 | 07:15 | 05:22 |
 | Magic Wand | 74 | 90.24% | 86.4 | 55.41% | +42.91% | +13.01% | -5.41% | -3.14% | 06:22 | 01:12 | 03:29 | 04:49 | 09:21 | 17:17 | 05:52 | 04:20 |
 | Blight Stone | 40 | 48.78% | 84.7 | 60.00% | +17.14% | +10.00% | 0.00% | -1.05% | 20:19 | -01:29 | 16:15 | 19:53 | 25:44 | 32:07 | 09:29 | 07:01 |
 | Force Staff | 14 | 17.07% | 83.1 | 71.43% | +24.37% | +3.57% | +28.57% | 2.38% | 26:18 | 18:39 | 20:01 | 25:00 | 30:32 | 38:25 | 10:31 | 07:47 |
 | Magic Stick | 80 | 97.56% | 81.4 | 52.50% | +52.50% | +2.50% | -12.50% | -3.37% | 03:20 | -01:29 | 00:35 | 02:24 | 05:02 | 16:41 | 04:27 | 03:17 |
 | Wind Lace | 48 | 58.54% | 79.7 | 56.25% | +12.13% | +10.42% | -6.25% | -1.32% | 19:24 | -01:29 | 12:16 | 21:00 | 24:51 | 38:38 | 12:35 | 09:19 |
 | Medallion of Courage | 40 | 48.78% | 78.0 | 57.50% | +12.26% | +12.50% | -7.50% | -2.17% | 20:46 | 06:30 | 16:15 | 19:53 | 25:28 | 32:07 | 09:13 | 06:49 |
 | Solar Crest | 36 | 43.90% | 76.3 | 58.33% | +12.68% | +8.34% | -13.89% | -3.25% | 24:38 | 15:20 | 20:58 | 25:28 | 27:48 | 35:56 | 06:50 | 05:03 |
 | Boots of Speed | 82 | 100.00% | 74.6 | 51.22% | +51.22% | +1.16% | -6.22% | -2.33% | 06:45 | -01:29 | 04:50 | 06:29 | 08:00 | 18:26 | 03:10 | 02:20 |
 | Wraith Band | 9 | 10.98% | 72.9 | 77.78% | +29.83% | +22.22% | -27.78% | -2.96% | 12:11 | 02:04 | 04:17 | 06:33 | 21:09 | 32:27 | 16:52 | 12:29 |
 | Crown | 40 | 48.78% | 71.2 | 55.00% | +7.38% | -15.00% | -15.00% | 0.00% | 21:06 | 02:10 | 15:34 | 21:29 | 25:21 | 35:33 | 09:47 | 07:14 |
 | Ring of Protection | 48 | 58.54% | 69.5 | 52.08% | +2.08% | +6.25% | -18.75% | -2.03% | 16:11 | 04:15 | 08:19 | 16:23 | 20:39 | 32:40 | 12:20 | 09:08 |
 | Guardian Greaves | 26 | 31.71% | 67.8 | 57.69% | +9.48% | +28.02% | +8.98% | -2.93% | 26:37 | 20:39 | 23:19 | 26:34 | 29:49 | 32:41 | 06:30 | 04:48 |
 | Fluffy Hat | 29 | 35.37% | 66.1 | 55.17% | +6.11% | -26.60% | +16.26% | 3.80% | 19:31 | 03:25 | 12:51 | 18:42 | 24:07 | 39:24 | 11:16 | 08:20 |
 | Urn of Shadows | 17 | 20.73% | 64.4 | 52.94% | +2.17% | +22.06% | -27.94% | -12.40% | 10:09 | 05:53 | 08:06 | 10:07 | 12:08 | 15:01 | 04:02 | 02:59 |
 | Ring of Health | 12 | 14.63% | 62.7 | 58.33% | +8.33% | +8.34% | +41.67% | 2.95% | 32:07 | 15:44 | 19:20 | 29:15 | 30:37 | 1:06:45 | 11:17 | 08:21 |
 | Spirit Vessel | 13 | 15.85% | 61.0 | 53.85% | +3.13% | +46.15% | +12.82% | -16.95% | 17:14 | 14:01 | 16:02 | 17:09 | 18:00 | 20:15 | 01:58 | 01:27 |
 | Drum of Endurance | 13 | 15.85% | 59.3 | 53.85% | +3.13% | +12.82% | -20.52% | -3.37% | 28:14 | 17:03 | 20:27 | 27:31 | 30:20 | 49:04 | 09:53 | 07:19 |
 | Octarine Core | 2 | 2.44% | 57.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 1:06:33 | 1:06:08 | 1:06:08 | 1:06:57 | 1:06:57 | 1:06:57 | 00:49 | 00:36 |
 | Diffusal Blade | 2 | 2.44% | 55.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 26:01 | 23:21 | 23:21 | 28:40 | 28:40 | 28:40 | 05:19 | 03:56 |
 | Ring of Basilius | 2 | 2.44% | 54.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 35:59 | 32:40 | 32:40 | 39:17 | 39:17 | 39:17 | 06:37 | 04:54 |
 | Vladmir's Offering | 2 | 2.44% | 52.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 36:05 | 32:52 | 32:52 | 39:18 | 39:18 | 39:18 | 06:26 | 04:45 |
 | Morbid Mask | 2 | 2.44% | 50.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 35:59 | 32:41 | 32:41 | 39:17 | 39:17 | 39:17 | 06:36 | 04:53 |
 | Pavise | 8 | 9.76% | 49.2 | 50.00% | -1.35% | 0.00% | +50.00% | 12.40% | 15:52 | 08:39 | 12:41 | 13:41 | 16:43 | 24:57 | 04:02 | 02:59 |
 | Sange | 8 | 9.76% | 47.5 | 50.00% | -1.35% | 0.00% | 0.00% | 0.00% | 32:05 | 26:07 | 27:26 | 29:23 | 34:07 | 39:31 | 06:41 | 04:57 |
 | Bracer | 12 | 14.63% | 45.8 | 41.67% | -11.19% | -41.67% | +58.33% | 8.24% | 10:46 | 02:40 | 03:32 | 05:05 | 15:40 | 32:19 | 12:08 | 08:59 |
 | Heaven's Halberd | 6 | 7.32% | 44.1 | 50.00% | -1.32% | 0.00% | -50.00% | 0.00% | 35:19 | 28:33 | 31:50 | 32:58 | 40:16 | 44:59 | 08:26 | 06:14 |
 | Lotus Orb | 6 | 7.32% | 42.4 | 50.00% | -1.32% | 0.00% | +50.00% | 0.00% | 25:36 | 19:03 | 21:10 | 21:45 | 30:37 | 37:38 | 09:27 | 07:00 |
 | Cornucopia | 3 | 3.66% | 40.7 | 66.67% | +16.04% | +33.33% | 0.00% | 0.00% | 36:28 | 29:01 | 29:01 | 39:08 | 41:14 | 41:14 | 12:13 | 09:02 |
 | Linken's Sphere | 3 | 3.66% | 39.0 | 66.67% | +16.04% | +33.33% | 0.00% | 0.00% | 37:41 | 32:06 | 32:06 | 39:08 | 41:50 | 41:50 | 09:44 | 07:12 |
 | Moon Shard | 1 | 1.22% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.22% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:23 | 31:23 | 31:23 | 31:23 | 31:23 | 31:23 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.22% | 33.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:22 | 22:22 | 22:22 | 22:22 | 22:22 | 22:22 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.22% | 32.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:27 | 43:27 | 43:27 | 43:27 | 43:27 | 43:27 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 1.22% | 30.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:50 | 1:01:50 | 1:01:50 | 1:01:50 | 1:01:50 | 1:01:50 | 00:00 | 00:00 |
 | Black King Bar | 1 | 1.22% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:46 | 45:46 | 45:46 | 45:46 | 45:46 | 45:46 | 00:00 | 00:00 |
 | Rod of Atos | 5 | 6.10% | 27.1 | 40.00% | -11.95% | -40.00% | +60.00% | 0.00% | 20:46 | 14:19 | 14:19 | 23:21 | 24:33 | 25:43 | 10:14 | 07:34 |
 | Gleipnir | 2 | 2.44% | 25.4 | 50.00% | -1.25% | +50.00% | 0.00% | 0.00% | 33:33 | 29:55 | 29:55 | 37:10 | 37:10 | 37:10 | 07:15 | 05:22 |
 | Pipe of Insight | 2 | 2.44% | 23.7 | 50.00% | -1.25% | -50.00% | 0.00% | 0.00% | 29:05 | 27:42 | 27:42 | 30:28 | 30:28 | 30:28 | 02:46 | 02:02 |
 | Ghost Scepter | 2 | 2.44% | 22.0 | 50.00% | -1.25% | -50.00% | 0.00% | 0.00% | 51:22 | 43:00 | 43:00 | 59:43 | 59:43 | 59:43 | 16:43 | 12:22 |
 | Tranquil Boots | 10 | 12.20% | 20.3 | 20.00% | -35.56% | +13.33% | -20.00% | -3.26% | 25:03 | 10:08 | 19:02 | 23:34 | 29:16 | 51:25 | 10:14 | 07:34 |
 | Maelstrom | 3 | 3.66% | 18.6 | 33.33% | -18.57% | -33.33% | 0.00% | 0.00% | 30:29 | 25:38 | 25:38 | 29:55 | 35:54 | 35:54 | 10:16 | 07:36 |
 | Javelin | 3 | 3.66% | 16.9 | 33.33% | -18.57% | -33.33% | 0.00% | 0.00% | 28:00 | 20:57 | 20:57 | 27:13 | 35:49 | 35:49 | 14:52 | 11:00 |
 | Power Treads | 4 | 4.88% | 15.3 | 25.00% | -27.56% | -25.00% | -25.00% | 0.00% | 21:54 | 08:03 | 08:03 | 09:38 | 31:27 | 38:29 | 23:24 | 17:20 |
 | Boots of Bearing | 4 | 4.88% | 13.6 | 25.00% | -27.56% | -25.00% | -25.00% | 0.00% | 38:15 | 32:41 | 32:41 | 32:46 | 36:08 | 51:25 | 03:27 | 02:33 |
 | Yasha | 1 | 1.22% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:48 | 19:48 | 19:48 | 19:48 | 19:48 | 19:48 | 00:00 | 00:00 |
 | Manta Style | 1 | 1.22% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:24 | 29:24 | 29:24 | 29:24 | 29:24 | 29:24 | 00:00 | 00:00 |
 | Glimmer Cape | 2 | 2.44% | 8.5 | 0.00% | -52.50% | 0.00% | 0.00% | 0.00% | 31:16 | 28:35 | 28:35 | 33:57 | 33:57 | 33:57 | 05:22 | 03:58 |
 | Dagon | 2 | 2.44% | 6.8 | 0.00% | -52.50% | 0.00% | 0.00% | 0.00% | 48:18 | 39:05 | 39:05 | 57:30 | 57:30 | 57:30 | 18:25 | 13:38 |
 | Bottle | 1 | 1.22% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:50 | 01:50 | 01:50 | 01:50 | 01:50 | 01:50 | 00:00 | 00:00 |
 | Diadem | 1 | 1.22% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:58 | 38:58 | 38:58 | 38:58 | 38:58 | 38:58 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 1.22% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 00:00 | 00:00 |