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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 | |
 | Tranquil Boots | 42 | 55.26% | 100.0 | 64.29% | +29.00% | -9.74% | +5.71% | 1.20% | 17:42 | 06:52 | 11:10 | 13:12 | 24:05 | 49:08 | 12:55 | 09:34 |
 | Lotus Orb | 5 | 6.58% | 98.3 | 100.00% | +52.11% | 0.00% | 0.00% | 0.00% | 36:56 | 24:52 | 24:52 | 32:51 | 41:51 | 56:41 | 16:59 | 12:34 |
 | Void Stone | 56 | 73.68% | 96.6 | 58.93% | +28.93% | -8.93% | +12.50% | 1.99% | 19:18 | 07:04 | 13:02 | 16:25 | 23:47 | 47:41 | 10:45 | 07:57 |
 | Wind Lace | 54 | 71.05% | 94.8 | 57.41% | +21.05% | -0.27% | +4.13% | 0.43% | 15:45 | 01:05 | 10:21 | 13:19 | 20:36 | 49:08 | 10:15 | 07:35 |
 | Magic Stick | 73 | 96.05% | 93.1 | 53.42% | +53.42% | +2.14% | -3.42% | -1.00% | 03:34 | -01:29 | -01:28 | 02:41 | 07:03 | 15:11 | 08:31 | 06:18 |
 | Magic Wand | 74 | 97.37% | 91.4 | 52.70% | +52.70% | +5.19% | +8.41% | 0.49% | 07:42 | -01:29 | 04:26 | 08:07 | 10:59 | 15:11 | 06:33 | 04:51 |
 | Ring of Health | 9 | 11.84% | 89.7 | 77.78% | +30.02% | +22.22% | -77.78% | -2.73% | 37:43 | 15:15 | 19:44 | 29:40 | 56:20 | 1:10:00 | 36:36 | 27:06 |
 | Arcane Boots | 43 | 56.58% | 87.9 | 55.81% | +10.36% | +16.92% | -10.36% | -6.85% | 11:22 | 06:10 | 08:46 | 10:42 | 12:45 | 20:00 | 03:59 | 02:57 |
 | Boots of Speed | 76 | 100.00% | 86.2 | 51.32% | +51.32% | -3.95% | -9.21% | -1.69% | 06:05 | 00:08 | 04:36 | 05:37 | 07:43 | 10:38 | 03:07 | 02:18 |
 | Aether Lens | 37 | 48.68% | 84.5 | 56.76% | +10.61% | -12.32% | +9.91% | 2.27% | 23:06 | 08:15 | 16:38 | 21:06 | 26:26 | 47:50 | 09:48 | 07:15 |
 | Fluffy Hat | 51 | 67.11% | 82.8 | 52.94% | +4.94% | -6.79% | +0.91% | 0.93% | 17:32 | 01:27 | 10:58 | 13:42 | 19:15 | 55:35 | 08:17 | 06:08 |
 | Glimmer Cape | 43 | 56.58% | 81.0 | 53.49% | +5.01% | +10.15% | -8.04% | -2.86% | 23:56 | 13:23 | 19:56 | 23:17 | 26:18 | 41:00 | 06:22 | 04:42 |
 | Ring of Protection | 23 | 30.26% | 79.3 | 56.52% | +7.46% | -23.19% | +10.15% | 5.76% | 16:04 | 09:00 | 11:47 | 13:20 | 17:34 | 37:54 | 05:47 | 04:17 |
 | Force Staff | 30 | 39.47% | 77.6 | 53.33% | +3.33% | -3.33% | +3.81% | 0.60% | 28:27 | 16:32 | 21:39 | 26:25 | 33:38 | 55:35 | 11:59 | 08:52 |
 | Pavise | 20 | 26.32% | 75.9 | 55.00% | +5.00% | +5.00% | +5.00% | 0.00% | 16:05 | 12:24 | 13:43 | 15:34 | 17:09 | 20:55 | 03:26 | 02:32 |
 | Chainmail | 15 | 19.74% | 74.1 | 46.67% | -5.79% | -46.67% | +28.33% | 9.51% | 18:17 | 11:13 | 12:45 | 16:59 | 20:38 | 36:37 | 07:53 | 05:50 |
 | Heart of Tarrasque | 2 | 2.63% | 72.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 57:38 | 48:38 | 48:38 | 1:06:38 | 1:06:38 | 1:06:38 | 18:00 | 13:20 |
 | Scythe of Vyse | 2 | 2.63% | 70.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 34:07 | 31:52 | 31:52 | 36:22 | 36:22 | 36:22 | 04:30 | 03:20 |
 | Boots of Bearing | 2 | 2.63% | 69.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 27:41 | 24:49 | 24:49 | 30:33 | 30:33 | 30:33 | 05:44 | 04:14 |
 | Headdress | 7 | 9.21% | 67.2 | 57.14% | +6.42% | -57.14% | +42.86% | 13.64% | 15:29 | -01:29 | 12:04 | 13:04 | 19:24 | 32:25 | 07:20 | 05:25 |
 | Aeon Disk | 5 | 6.58% | 65.5 | 60.00% | +9.30% | +40.00% | -60.00% | -12.12% | 41:54 | 32:05 | 32:05 | 38:38 | 40:20 | 1:03:05 | 08:15 | 06:06 |
 | Cornucopia | 3 | 3.95% | 63.8 | 66.67% | +15.99% | -66.67% | 0.00% | 0.00% | 44:15 | 37:55 | 37:55 | 39:30 | 55:19 | 55:19 | 17:24 | 12:53 |
 | Drum of Endurance | 3 | 3.95% | 62.1 | 66.67% | +15.99% | +33.33% | 0.00% | 0.00% | 25:09 | 22:45 | 22:45 | 24:30 | 28:12 | 28:12 | 05:27 | 04:02 |
 | Medallion of Courage | 8 | 10.53% | 60.3 | 37.50% | -15.44% | -37.50% | +12.50% | 5.87% | 20:25 | 12:20 | 13:17 | 16:59 | 21:48 | 36:37 | 08:31 | 06:18 |
 | Blight Stone | 8 | 10.53% | 58.6 | 37.50% | -15.44% | -37.50% | +12.50% | 5.76% | 20:13 | 11:39 | 12:52 | 16:59 | 21:33 | 36:37 | 08:41 | 06:25 |
 | Aghanim's Shard | 8 | 10.53% | 56.9 | 37.50% | -15.44% | -37.50% | -37.50% | 0.00% | 32:18 | 21:10 | 25:37 | 28:52 | 34:03 | 54:41 | 08:26 | 06:14 |
 | Solar Crest | 8 | 10.53% | 55.2 | 37.50% | -15.44% | -37.50% | +12.50% | 6.02% | 24:42 | 19:00 | 19:14 | 21:11 | 27:32 | 40:01 | 08:18 | 06:08 |
 | Crown | 8 | 10.53% | 53.4 | 37.50% | -15.44% | -37.50% | +12.50% | 4.89% | 23:10 | 14:48 | 16:54 | 19:13 | 27:07 | 39:33 | 10:13 | 07:34 |
 | Diadem | 4 | 5.26% | 51.7 | 50.00% | -1.39% | -50.00% | +50.00% | 8.88% | 19:32 | 09:44 | 09:44 | 14:59 | 21:00 | 32:25 | 11:16 | 08:20 |
 | Pipe of Insight | 1 | 1.32% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:58 | 20:58 | 20:58 | 20:58 | 20:58 | 20:58 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.32% | 48.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:25 | 1:03:25 | 1:03:25 | 1:03:25 | 1:03:25 | 1:03:25 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.32% | 46.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:42 | 02:42 | 02:42 | 02:42 | 02:42 | 02:42 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.32% | 44.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.32% | 43.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:41 | 25:41 | 25:41 | 25:41 | 25:41 | 25:41 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.32% | 41.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:55 | 37:55 | 37:55 | 37:55 | 37:55 | 37:55 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 1.32% | 39.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:45 | 25:45 | 25:45 | 25:45 | 25:45 | 25:45 | 00:00 | 00:00 |
 | Holy Locket | 1 | 1.32% | 37.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:05 | 34:05 | 34:05 | 34:05 | 34:05 | 34:05 | 00:00 | 00:00 |
 | Blink Dagger | 5 | 6.58% | 36.2 | 40.00% | -12.11% | -40.00% | -40.00% | 0.00% | 30:42 | 16:41 | 16:41 | 34:18 | 37:25 | 46:34 | 20:44 | 15:21 |
 | Bracer | 5 | 6.58% | 34.5 | 40.00% | -12.11% | -40.00% | -40.00% | 0.00% | 08:19 | 00:11 | 00:11 | 12:05 | 12:25 | 13:48 | 12:14 | 09:03 |
 | Mekansm | 5 | 6.58% | 32.8 | 40.00% | -12.11% | -40.00% | -40.00% | 0.00% | 18:05 | 12:49 | 12:49 | 17:39 | 21:27 | 21:53 | 08:38 | 06:23 |
 | Guardian Greaves | 2 | 2.63% | 31.0 | 50.00% | -1.35% | -50.00% | 0.00% | 0.00% | 30:16 | 25:59 | 25:59 | 34:33 | 34:33 | 34:33 | 08:34 | 06:20 |
 | Heaven's Halberd | 2 | 2.63% | 29.3 | 50.00% | -1.35% | -50.00% | 0.00% | 0.00% | 49:24 | 34:16 | 34:16 | 1:04:32 | 1:04:32 | 1:04:32 | 30:16 | 22:25 |
 | Phylactery | 2 | 2.63% | 27.6 | 50.00% | -1.35% | -50.00% | 0.00% | 0.00% | 13:18 | 10:40 | 10:40 | 15:56 | 15:56 | 15:56 | 05:16 | 03:54 |
 | Buckler | 2 | 2.63% | 25.9 | 50.00% | -1.35% | -50.00% | 0.00% | 0.00% | 29:02 | 23:56 | 23:56 | 34:07 | 34:07 | 34:07 | 10:11 | 07:32 |
 | Eul's Scepter of Divinity | 2 | 2.63% | 24.1 | 50.00% | -1.35% | -50.00% | 0.00% | 0.00% | 28:08 | 25:59 | 25:59 | 30:17 | 30:17 | 30:17 | 04:18 | 03:11 |
 | Black King Bar | 2 | 2.63% | 22.4 | 50.00% | -1.35% | -50.00% | 0.00% | 0.00% | 35:09 | 27:43 | 27:43 | 42:35 | 42:35 | 42:35 | 14:52 | 11:00 |
 | Linken's Sphere | 2 | 2.63% | 20.7 | 50.00% | -1.35% | +50.00% | 0.00% | 0.00% | 40:12 | 39:48 | 39:48 | 40:35 | 40:35 | 40:35 | 00:47 | 00:34 |
 | Vanguard | 3 | 3.95% | 19.0 | 33.33% | -18.72% | +66.67% | 0.00% | 0.00% | 55:35 | 29:56 | 29:56 | 1:06:48 | 1:10:01 | 1:10:01 | 40:05 | 29:41 |
 | Sange | 3 | 3.95% | 17.2 | 33.33% | -18.72% | -33.33% | 0.00% | 0.00% | 39:18 | 22:06 | 22:06 | 32:18 | 1:03:30 | 1:03:30 | 41:24 | 30:40 |
 | Boots of Travel | 4 | 5.26% | 15.5 | 25.00% | -27.78% | -25.00% | +75.00% | 9.55% | 40:05 | 30:01 | 30:01 | 39:08 | 40:29 | 50:43 | 10:28 | 07:45 |
 | Aghanim's Scepter | 1 | 1.32% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:43 | 49:43 | 49:43 | 49:43 | 49:43 | 49:43 | 00:00 | 00:00 |
 | Kaya | 1 | 1.32% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:03 | 20:03 | 20:03 | 20:03 | 20:03 | 20:03 | 00:00 | 00:00 |
 | Dagon | 2 | 2.63% | 10.3 | 0.00% | -52.70% | 0.00% | 0.00% | 0.00% | 35:05 | 24:52 | 24:52 | 45:17 | 45:17 | 45:17 | 20:25 | 15:07 |
 | Kaya and Sange | 1 | 1.32% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:20 | 22:20 | 22:20 | 22:20 | 22:20 | 22:20 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.32% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:00 | 1:07:00 | 1:07:00 | 1:07:00 | 1:07:00 | 1:07:00 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.32% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:39 | 1:11:39 | 1:11:39 | 1:11:39 | 1:11:39 | 1:11:39 | 00:00 | 00:00 |
 | Bottle | 2 | 2.63% | 3.4 | 0.00% | -52.70% | 0.00% | 0.00% | 0.00% | 02:04 | 01:11 | 01:11 | 02:56 | 02:56 | 02:56 | 01:45 | 01:17 |
 | Helm of Iron Will | 1 | 1.32% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:48 | 1:06:48 | 1:06:48 | 1:06:48 | 1:06:48 | 1:06:48 | 00:00 | 00:00 |