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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 | 16 | 25.40% | 100.0 | 81.25% | +42.95% | +18.75% | -6.25% | -2.26% | 35:21 | 21:50 | 28:36 | 33:04 | 39:41 | 50:44 | 11:05 | 08:12 |
 | Black King Bar | 9 | 14.29% | 97.9 | 88.89% | +46.30% | +11.11% | -38.89% | 0.00% | 41:16 | 22:24 | 29:38 | 42:24 | 46:46 | 59:34 | 17:08 | 12:41 |
 | Void Stone | 25 | 39.68% | 95.7 | 68.00% | +31.16% | -1.33% | +15.33% | 1.14% | 30:52 | 16:52 | 24:31 | 30:07 | 39:05 | 45:05 | 14:34 | 10:47 |
 | Blink Dagger | 42 | 66.67% | 93.6 | 57.14% | +23.81% | +6.50% | +2.86% | -0.46% | 28:09 | 18:22 | 24:30 | 28:40 | 32:27 | 36:32 | 07:57 | 05:53 |
 | Magic Wand | 44 | 69.84% | 91.5 | 54.55% | +17.71% | +27.27% | +18.18% | -1.15% | 08:11 | -01:29 | 03:46 | 07:45 | 11:39 | 18:52 | 07:53 | 05:50 |
 | Ring of Health | 49 | 77.78% | 89.4 | 53.06% | +17.35% | -3.06% | -3.06% | 0.00% | 15:03 | 02:57 | 07:30 | 15:22 | 18:36 | 49:28 | 11:06 | 08:13 |
 | Magic Stick | 47 | 74.60% | 87.2 | 53.19% | +15.69% | -11.52% | -11.52% | 0.00% | 04:17 | -01:29 | -01:25 | 02:57 | 07:20 | 17:28 | 08:45 | 06:28 |
 | Guardian Greaves | 58 | 92.06% | 85.1 | 50.00% | +10.00% | +16.67% | -7.14% | -5.01% | 17:30 | 11:36 | 14:29 | 16:13 | 19:14 | 33:54 | 04:45 | 03:31 |
 | Arcane Boots | 63 | 100.00% | 83.0 | 49.21% | +49.21% | +13.29% | -5.46% | -8.15% | 06:51 | 03:50 | 05:27 | 06:30 | 07:45 | 11:22 | 02:18 | 01:42 |
 | Boots of Speed | 63 | 100.00% | 80.9 | 49.21% | +49.21% | +19.54% | +0.79% | -8.40% | 04:09 | 01:47 | 02:41 | 03:49 | 04:55 | 09:56 | 02:14 | 01:39 |
 | Headdress | 63 | 100.00% | 78.7 | 49.21% | +49.21% | +13.29% | -5.46% | -4.29% | 09:37 | 01:41 | 07:21 | 09:04 | 11:43 | 17:36 | 04:22 | 03:14 |
 | Ring of Protection | 59 | 93.65% | 76.6 | 49.15% | -0.85% | +10.85% | +10.85% | 0.00% | 12:39 | -01:29 | 11:20 | 13:31 | 16:01 | 25:02 | 04:41 | 03:28 |
 | Buckler | 59 | 93.65% | 74.5 | 49.15% | -0.85% | +10.85% | +10.85% | 0.00% | 15:06 | 08:49 | 12:39 | 14:19 | 16:47 | 33:45 | 04:08 | 03:03 |
 | Mekansm | 61 | 96.83% | 72.3 | 47.54% | -52.46% | +12.46% | -0.87% | -4.44% | 12:57 | 08:58 | 10:42 | 12:33 | 13:42 | 25:06 | 03:00 | 02:13 |
 | Chainmail | 61 | 96.83% | 70.2 | 47.54% | -52.46% | +12.46% | -7.54% | -5.15% | 10:58 | 06:31 | 08:34 | 10:22 | 12:27 | 21:56 | 03:53 | 02:52 |
 | Pipe of Insight | 30 | 47.62% | 68.1 | 53.33% | +7.88% | -3.33% | -24.76% | -4.48% | 21:20 | 12:37 | 18:17 | 20:44 | 23:04 | 36:57 | 04:47 | 03:32 |
 | Hood of Defiance | 31 | 49.21% | 66.0 | 51.61% | +4.73% | +23.39% | -14.11% | -7.10% | 15:56 | 09:12 | 12:46 | 16:11 | 18:03 | 25:27 | 05:17 | 03:54 |
 | Quelling Blade | 47 | 74.60% | 63.8 | 46.81% | -9.44% | -13.48% | -5.14% | 0.00% | -01:25 | -01:29 | -01:29 | -01:29 | -01:29 | 00:51 | 00:00 | 00:00 |
 | Linken's Sphere | 3 | 4.76% | 61.7 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 40:37 | 27:58 | 27:58 | 44:21 | 49:31 | 49:31 | 21:33 | 15:57 |
 | Scythe of Vyse | 9 | 14.29% | 59.6 | 66.67% | +20.37% | -16.67% | -16.67% | 0.00% | 41:32 | 23:59 | 34:54 | 41:30 | 45:47 | 53:54 | 10:53 | 08:03 |
 | Ring of Basilius | 12 | 19.05% | 57.4 | 58.33% | +11.27% | -25.00% | -25.00% | 0.00% | 11:19 | 01:20 | 05:38 | 08:33 | 12:17 | 28:28 | 06:39 | 04:55 |
 | Null Talisman | 24 | 38.10% | 55.3 | 45.83% | -5.45% | -12.50% | +37.50% | 41.67% | 03:38 | 01:14 | 02:10 | 02:26 | 03:22 | 11:01 | 01:12 | 00:53 |
 | Vanguard | 11 | 17.46% | 53.2 | 54.55% | +6.47% | -21.22% | +45.45% | 17.32% | 10:09 | 05:24 | 07:08 | 10:14 | 10:59 | 17:53 | 03:51 | 02:51 |
 | Aghanim's Shard | 9 | 14.29% | 51.1 | 55.56% | +7.41% | -55.56% | -5.56% | 0.00% | 25:30 | 17:04 | 19:59 | 26:16 | 29:42 | 36:03 | 09:43 | 07:11 |
 | Aether Lens | 2 | 3.17% | 48.9 | 100.00% | +52.46% | 0.00% | 0.00% | 0.00% | 39:02 | 35:01 | 35:01 | 43:02 | 43:02 | 43:02 | 08:01 | 05:56 |
 | Octarine Core | 2 | 3.17% | 46.8 | 100.00% | +52.46% | 0.00% | 0.00% | 0.00% | 40:30 | 36:38 | 36:38 | 44:22 | 44:22 | 44:22 | 07:44 | 05:43 |
 | Lotus Orb | 10 | 15.87% | 44.7 | 50.00% | +0.94% | -50.00% | +50.00% | 12.12% | 30:32 | 21:19 | 26:43 | 28:21 | 34:58 | 43:50 | 08:15 | 06:06 |
 | Helm of Iron Will | 6 | 9.52% | 42.6 | 50.00% | +0.88% | +50.00% | -50.00% | 0.00% | 24:22 | 16:22 | 17:15 | 19:45 | 23:19 | 47:46 | 06:04 | 04:29 |
 | Crimson Guard | 6 | 9.52% | 40.4 | 50.00% | +0.88% | +50.00% | -50.00% | 0.00% | 26:04 | 16:47 | 19:09 | 21:46 | 27:22 | 47:46 | 08:13 | 06:05 |
 | Shiva's Guard | 3 | 4.76% | 38.3 | 66.67% | +18.34% | +33.33% | 0.00% | 0.00% | 32:57 | 27:14 | 27:14 | 34:32 | 37:06 | 37:06 | 09:52 | 07:18 |
 | Fluffy Hat | 12 | 19.05% | 36.2 | 33.33% | -19.61% | 0.00% | 0.00% | 0.00% | 25:36 | 13:19 | 16:03 | 23:55 | 30:01 | 44:12 | 13:58 | 10:20 |
 | Refresher Orb | 4 | 6.35% | 34.0 | 50.00% | +0.85% | -50.00% | +50.00% | 0.00% | 52:40 | 43:33 | 43:33 | 45:25 | 54:21 | 1:07:22 | 10:48 | 08:00 |
 | Desolator | 1 | 1.59% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:40 | 54:40 | 54:40 | 54:40 | 54:40 | 54:40 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.59% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:13 | 31:13 | 31:13 | 31:13 | 31:13 | 31:13 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.59% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:13 | 1:07:13 | 1:07:13 | 1:07:13 | 1:07:13 | 1:07:13 | 00:00 | 00:00 |
 | Bracer | 1 | 1.59% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:21 | 04:21 | 04:21 | 04:21 | 04:21 | 04:21 | 00:00 | 00:00 |
 | Soul Ring | 10 | 15.87% | 23.4 | 30.00% | -22.83% | -30.00% | -30.00% | 0.00% | 14:36 | 10:46 | 12:35 | 14:41 | 15:51 | 19:46 | 03:16 | 02:25 |
 | Aeon Disk | 5 | 7.94% | 21.3 | 40.00% | -10.00% | -40.00% | +60.00% | 0.00% | 41:59 | 36:53 | 36:53 | 39:53 | 45:46 | 47:36 | 08:53 | 06:34 |
 | Force Staff | 9 | 14.29% | 19.1 | 22.22% | -31.48% | -22.22% | +27.78% | 0.00% | 31:09 | 21:07 | 23:45 | 30:02 | 34:19 | 44:32 | 10:34 | 07:49 |
 | Wraith Pact | 2 | 3.17% | 17.0 | 50.00% | +0.82% | -50.00% | 0.00% | 0.00% | 30:45 | 30:09 | 30:09 | 31:21 | 31:21 | 31:21 | 01:12 | 00:53 |
 | Morbid Mask | 3 | 4.76% | 14.9 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 26:41 | 25:40 | 25:40 | 25:55 | 28:29 | 28:29 | 02:49 | 02:05 |
 | Vladmir's Offering | 3 | 4.76% | 12.8 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 28:07 | 26:08 | 26:08 | 26:51 | 31:21 | 31:21 | 05:13 | 03:51 |
 | Eul's Scepter of Divinity | 1 | 1.59% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:23 | 31:23 | 31:23 | 31:23 | 31:23 | 31:23 | 00:00 | 00:00 |
 | Wind Lace | 3 | 4.76% | 8.5 | 0.00% | -51.67% | 0.00% | 0.00% | 0.00% | 22:06 | 06:47 | 06:47 | 28:14 | 31:17 | 31:17 | 24:30 | 18:08 |
 | Crown | 1 | 1.59% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:26 | 09:26 | 09:26 | 09:26 | 09:26 | 09:26 | 00:00 | 00:00 |
 | Bottle | 1 | 1.59% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:08 | 03:08 | 03:08 | 03:08 | 03:08 | 03:08 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 3.17% | 2.1 | 0.00% | -50.82% | 0.00% | 0.00% | 0.00% | 34:27 | 34:12 | 34:12 | 34:41 | 34:41 | 34:41 | 00:29 | 00:21 |