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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 | |
 | Blink Dagger | 20 | 19.61% | 100.0 | 90.00% | +53.41% | +10.00% | -10.00% | -1.98% | 33:44 | 23:52 | 26:51 | 33:54 | 36:57 | 49:45 | 10:06 | 07:28 |
 | Aghanim's Shard | 69 | 67.65% | 97.4 | 55.07% | +24.77% | +15.52% | -13.89% | -5.33% | 24:41 | 20:00 | 21:14 | 23:09 | 26:45 | 37:16 | 05:31 | 04:05 |
 | Void Stone | 68 | 66.67% | 94.9 | 54.41% | +22.06% | +16.18% | -1.47% | -2.88% | 18:57 | 10:05 | 15:09 | 17:29 | 21:17 | 44:12 | 06:08 | 04:32 |
 | Aether Lens | 64 | 62.75% | 92.3 | 54.69% | +20.48% | +14.06% | -10.94% | -4.62% | 20:33 | 10:08 | 16:44 | 19:43 | 22:09 | 39:12 | 05:25 | 04:00 |
 | Aghanim's Scepter | 21 | 20.59% | 89.7 | 61.90% | +18.69% | +38.10% | -1.90% | -2.94% | 33:22 | 20:20 | 25:42 | 32:53 | 39:19 | 47:53 | 13:37 | 10:05 |
 | Boots of Speed | 102 | 100.00% | 87.2 | 47.06% | +47.06% | -0.91% | +0.94% | 0.61% | 05:32 | -01:29 | 04:01 | 05:24 | 07:03 | 12:00 | 03:02 | 02:14 |
 | Magic Wand | 53 | 51.96% | 84.6 | 50.94% | +8.08% | -4.79% | -4.79% | 0.00% | 11:36 | 01:59 | 08:07 | 10:52 | 13:18 | 35:09 | 05:11 | 03:50 |
 | Magic Stick | 88 | 86.27% | 82.1 | 45.45% | -11.69% | +9.10% | -9.09% | -3.74% | 03:25 | -01:29 | -01:28 | 02:11 | 06:20 | 16:21 | 07:48 | 05:46 |
 | Arcane Boots | 85 | 83.33% | 79.5 | 44.71% | -14.11% | +12.43% | -11.38% | -5.62% | 12:23 | 07:15 | 09:50 | 12:01 | 14:04 | 23:26 | 04:14 | 03:08 |
 | Wind Lace | 45 | 44.12% | 76.9 | 48.89% | +3.28% | -3.44% | -12.53% | -0.80% | 13:33 | -01:29 | 06:08 | 12:13 | 17:26 | 42:44 | 11:18 | 08:22 |
 | Tranquil Boots | 30 | 29.41% | 74.4 | 50.00% | +4.17% | +25.00% | -21.43% | -3.99% | 20:03 | 06:53 | 12:09 | 17:57 | 23:48 | 42:53 | 11:39 | 08:37 |
 | Null Talisman | 7 | 6.86% | 71.8 | 71.43% | +26.17% | +28.57% | -21.43% | -28.85% | 02:40 | -01:29 | 00:49 | 01:51 | 02:33 | 08:17 | 01:44 | 01:17 |
 | Glimmer Cape | 12 | 11.76% | 69.2 | 50.00% | +3.33% | -16.67% | +16.67% | 6.65% | 32:35 | 22:13 | 27:28 | 28:36 | 32:29 | 60:17 | 05:01 | 03:42 |
 | Fluffy Hat | 20 | 19.61% | 66.7 | 40.00% | -8.78% | 0.00% | 0.00% | 0.00% | 14:26 | 02:41 | 09:33 | 13:56 | 18:39 | 34:27 | 09:06 | 06:44 |
 | Octarine Core | 2 | 1.96% | 64.1 | 100.00% | +54.00% | 0.00% | 0.00% | 0.00% | 44:45 | 43:00 | 43:00 | 46:29 | 46:29 | 46:29 | 03:29 | 02:34 |
 | Solar Crest | 2 | 1.96% | 61.5 | 100.00% | +54.00% | 0.00% | 0.00% | 0.00% | 26:23 | 21:37 | 21:37 | 31:08 | 31:08 | 31:08 | 09:31 | 07:02 |
 | Blight Stone | 5 | 4.90% | 59.0 | 60.00% | +13.61% | +40.00% | +40.00% | 0.00% | 24:47 | 16:45 | 16:45 | 22:49 | 29:45 | 37:17 | 13:00 | 09:37 |
 | Ring of Health | 5 | 4.90% | 56.4 | 60.00% | +13.61% | +40.00% | -60.00% | 0.00% | 34:03 | 24:05 | 24:05 | 31:13 | 39:32 | 44:12 | 15:27 | 11:26 |
 | Scythe of Vyse | 5 | 4.90% | 53.8 | 60.00% | +13.61% | +40.00% | +40.00% | 0.00% | 46:34 | 34:36 | 34:36 | 48:05 | 53:35 | 55:44 | 18:59 | 14:03 |
 | Ghost Scepter | 14 | 13.73% | 51.3 | 35.71% | -13.15% | -10.71% | -35.71% | -4.23% | 27:15 | 15:18 | 25:21 | 28:08 | 31:16 | 33:41 | 05:55 | 04:22 |
 | Ring of Protection | 3 | 2.94% | 48.7 | 66.67% | +20.21% | +33.33% | 0.00% | 0.00% | 13:30 | 11:32 | 11:32 | 12:01 | 16:56 | 16:56 | 05:24 | 04:00 |
 | Crown | 3 | 2.94% | 46.2 | 66.67% | +20.21% | -66.67% | 0.00% | 0.00% | 19:55 | 11:35 | 11:35 | 17:21 | 30:50 | 30:50 | 19:15 | 14:15 |
 | Eul's Scepter of Divinity | 3 | 2.94% | 43.6 | 66.67% | +20.21% | -66.67% | 0.00% | 0.00% | 19:05 | 16:07 | 16:07 | 20:20 | 20:49 | 20:49 | 04:42 | 03:28 |
 | Urn of Shadows | 3 | 2.94% | 41.0 | 66.67% | +20.21% | +33.33% | 0.00% | 0.00% | 13:57 | 12:17 | 12:17 | 12:39 | 16:56 | 16:56 | 04:39 | 03:26 |
 | Force Staff | 8 | 7.84% | 38.5 | 37.50% | -10.37% | -37.50% | +12.50% | 5.07% | 23:33 | 17:56 | 18:31 | 21:55 | 28:23 | 30:12 | 09:52 | 07:18 |
 | Ring of Basilius | 8 | 7.84% | 35.9 | 37.50% | -10.37% | +12.50% | +12.50% | 0.00% | 04:53 | -01:29 | 02:02 | 02:53 | 07:34 | 09:51 | 05:32 | 04:05 |
 | Chainmail | 4 | 3.92% | 33.3 | 50.00% | +3.06% | +50.00% | -50.00% | 0.00% | 21:15 | 16:45 | 16:45 | 17:20 | 22:49 | 28:04 | 06:04 | 04:29 |
 | Medallion of Courage | 4 | 3.92% | 30.8 | 50.00% | +3.06% | +50.00% | -50.00% | 0.00% | 21:52 | 17:13 | 17:13 | 17:21 | 22:49 | 30:04 | 05:36 | 04:08 |
 | Lotus Orb | 4 | 3.92% | 28.2 | 50.00% | +3.06% | +50.00% | -50.00% | 0.00% | 36:51 | 24:09 | 24:09 | 35:16 | 43:32 | 44:25 | 19:23 | 14:21 |
 | Spirit Vessel | 1 | 0.98% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:49 | 19:49 | 19:49 | 19:49 | 19:49 | 19:49 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.98% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:20 | 43:20 | 43:20 | 43:20 | 43:20 | 43:20 | 00:00 | 00:00 |
 | Black King Bar | 1 | 0.98% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:25 | 50:25 | 50:25 | 50:25 | 50:25 | 50:25 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.98% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:13 | 47:13 | 47:13 | 47:13 | 47:13 | 47:13 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.98% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:34 | 14:34 | 14:34 | 14:34 | 14:34 | 14:34 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.98% | 12.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 1.96% | 10.3 | 50.00% | +3.00% | -50.00% | 0.00% | 0.00% | 05:07 | -01:29 | -01:29 | 11:43 | 11:43 | 11:43 | 13:12 | 09:46 |
 | Ethereal Blade | 3 | 2.94% | 7.7 | 33.33% | -14.14% | -33.33% | 0.00% | 0.00% | 35:27 | 31:02 | 31:02 | 37:30 | 37:49 | 37:49 | 06:47 | 05:01 |
 | Veil of Discord | 1 | 0.98% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:47 | 12:47 | 12:47 | 12:47 | 12:47 | 12:47 | 00:00 | 00:00 |
 | Headdress | 1 | 0.98% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:27 | 34:27 | 34:27 | 34:27 | 34:27 | 34:27 | 00:00 | 00:00 |