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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 | |
 | Glimmer Cape | 45 | 26.32% | 100.0 | 66.67% | +24.61% | -12.12% | +15.15% | 3.84% | 25:13 | 14:11 | 21:19 | 24:33 | 28:25 | 37:10 | 07:06 | 05:15 |
 | Force Staff | 22 | 12.87% | 97.1 | 72.73% | +27.76% | +27.27% | -12.73% | -5.56% | 26:05 | 17:08 | 21:46 | 24:24 | 28:58 | 44:01 | 07:12 | 05:20 |
 | Ghost Scepter | 17 | 9.94% | 94.1 | 76.47% | +31.02% | +23.53% | -1.47% | -1.86% | 30:11 | 18:08 | 23:40 | 27:05 | 37:07 | 47:05 | 13:27 | 09:57 |
 | Aghanim's Shard | 42 | 24.56% | 91.2 | 64.29% | +20.88% | -18.84% | +5.71% | 3.62% | 26:26 | 20:00 | 21:43 | 24:37 | 28:30 | 55:30 | 06:47 | 05:01 |
 | Aghanim's Scepter | 41 | 23.98% | 88.2 | 63.41% | +19.56% | -23.41% | +16.59% | 6.32% | 34:39 | 24:08 | 30:46 | 33:52 | 37:06 | 49:32 | 06:20 | 04:41 |
 | Tranquil Boots | 89 | 52.05% | 85.3 | 55.06% | +13.60% | +17.67% | -14.15% | -5.75% | 15:34 | 05:30 | 11:23 | 13:27 | 16:55 | 44:03 | 05:32 | 04:05 |
 | Wind Lace | 113 | 66.08% | 82.4 | 53.10% | +13.44% | -3.10% | -13.81% | -1.94% | 12:12 | -01:29 | 08:12 | 11:23 | 13:43 | 42:41 | 05:31 | 04:05 |
 | Boots of Speed | 171 | 100.00% | 79.4 | 48.54% | +48.54% | +7.27% | -9.01% | -4.96% | 08:15 | -01:29 | 06:33 | 07:51 | 09:50 | 19:16 | 03:17 | 02:25 |
 | Magic Stick | 156 | 91.23% | 76.5 | 48.08% | -5.25% | +3.20% | +3.20% | 0.00% | 05:09 | -01:29 | 01:40 | 04:18 | 09:19 | 21:24 | 07:39 | 05:40 |
 | Arcane Boots | 48 | 28.07% | 73.5 | 54.17% | +7.83% | -4.17% | +20.83% | 5.07% | 15:25 | 05:46 | 12:26 | 14:42 | 17:22 | 46:53 | 04:56 | 03:39 |
 | Blink Dagger | 21 | 12.28% | 70.6 | 61.90% | +15.23% | -21.90% | +18.10% | 2.94% | 36:30 | 16:05 | 28:36 | 36:46 | 42:11 | 1:09:56 | 13:35 | 10:03 |
 | Magic Wand | 89 | 52.05% | 67.6 | 48.31% | -0.47% | +6.24% | +6.24% | 0.00% | 13:56 | 04:32 | 09:45 | 13:35 | 15:56 | 42:59 | 06:11 | 04:34 |
 | Fluffy Hat | 48 | 28.07% | 64.7 | 50.00% | +2.03% | -16.67% | -8.33% | 0.79% | 19:16 | 07:17 | 13:01 | 16:24 | 23:34 | 43:59 | 10:33 | 07:48 |
 | Void Stone | 24 | 14.04% | 61.8 | 54.17% | +6.55% | -4.17% | +12.50% | 1.48% | 27:32 | 13:30 | 18:55 | 23:20 | 30:11 | 1:04:40 | 11:16 | 08:20 |
 | Lotus Orb | 3 | 1.75% | 58.8 | 100.00% | +52.38% | 0.00% | 0.00% | 0.00% | 41:58 | 37:20 | 37:20 | 39:15 | 49:20 | 49:20 | 12:00 | 08:53 |
 | Ring of Health | 5 | 2.92% | 55.9 | 80.00% | +32.41% | +20.00% | +20.00% | 0.00% | 45:54 | 26:53 | 26:53 | 49:19 | 49:24 | 1:04:39 | 22:31 | 16:40 |
 | Ring of Basilius | 26 | 15.20% | 52.9 | 42.31% | -7.35% | +14.83% | -8.98% | -2.86% | 11:23 | -01:29 | 08:35 | 11:39 | 16:54 | 18:28 | 08:19 | 06:09 |
 | Aether Lens | 12 | 7.02% | 50.0 | 50.00% | +1.57% | -16.67% | +50.00% | 10.75% | 23:48 | 15:49 | 19:40 | 23:01 | 25:52 | 33:02 | 06:12 | 04:35 |
 | Quelling Blade | 3 | 1.75% | 47.1 | 66.67% | +18.46% | +33.33% | 0.00% | 0.00% | 13:11 | 06:51 | 06:51 | 11:53 | 20:49 | 20:49 | 13:58 | 10:20 |
 | Eul's Scepter of Divinity | 7 | 4.09% | 44.1 | 42.86% | -5.92% | +7.14% | +7.14% | 0.00% | 29:13 | 22:18 | 24:46 | 25:31 | 30:19 | 43:03 | 05:33 | 04:06 |
 | Blight Stone | 7 | 4.09% | 41.2 | 42.86% | -5.92% | +7.14% | -42.86% | 0.00% | 19:16 | 14:06 | 16:51 | 17:36 | 20:17 | 25:07 | 03:26 | 02:32 |
 | Medallion of Courage | 7 | 4.09% | 38.2 | 42.86% | -5.92% | +7.14% | -42.86% | 0.00% | 19:58 | 14:59 | 17:36 | 19:28 | 20:59 | 25:16 | 03:23 | 02:30 |
 | Crown | 12 | 7.02% | 35.3 | 33.33% | -16.36% | -33.33% | +33.34% | 9.73% | 16:36 | 09:06 | 12:55 | 17:05 | 19:46 | 20:39 | 06:51 | 05:04 |
 | Chainmail | 8 | 4.68% | 32.4 | 37.50% | -11.58% | -37.50% | -37.50% | 0.00% | 19:37 | 13:31 | 17:11 | 19:10 | 19:37 | 26:34 | 02:26 | 01:48 |
 | Veil of Discord | 9 | 5.26% | 29.4 | 33.33% | -16.05% | -33.33% | +16.67% | 0.00% | 18:45 | 11:55 | 13:40 | 19:27 | 21:55 | 26:08 | 08:15 | 06:06 |
 | Refresher Orb | 1 | 0.58% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:40 | 1:04:40 | 1:04:40 | 1:04:40 | 1:04:40 | 1:04:40 | 00:00 | 00:00 |
 | Aeon Disk | 5 | 2.92% | 23.5 | 40.00% | -8.80% | -40.00% | +60.00% | 0.00% | 47:33 | 37:46 | 37:46 | 47:03 | 53:42 | 60:02 | 15:56 | 11:48 |
 | Solar Crest | 3 | 1.75% | 20.6 | 33.33% | -15.48% | -33.33% | 0.00% | 0.00% | 21:25 | 19:29 | 19:29 | 21:06 | 23:40 | 23:40 | 04:11 | 03:05 |
 | Null Talisman | 3 | 1.75% | 17.6 | 33.33% | -15.48% | +66.67% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.58% | 14.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:11 | 20:11 | 20:11 | 20:11 | 20:11 | 20:11 | 00:00 | 00:00 |
 | Ring of Protection | 3 | 1.75% | 11.8 | 0.00% | -49.40% | 0.00% | 0.00% | 0.00% | 21:04 | 12:48 | 12:48 | 21:10 | 29:15 | 29:15 | 16:27 | 12:11 |
 | Soul Ring | 1 | 0.58% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:10 | 21:10 | 21:10 | 21:10 | 21:10 | 21:10 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.58% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:29 | 13:29 | 13:29 | 13:29 | 13:29 | 13:29 | 00:00 | 00:00 |
 | Buckler | 1 | 0.58% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:15 | 29:15 | 29:15 | 29:15 | 29:15 | 29:15 | 00:00 | 00:00 |