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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 Shard | 20 | 21.51% | 100.0 | 70.00% | +28.90% | +30.00% | -10.00% | -7.97% | 28:27 | 20:42 | 23:49 | 25:26 | 28:50 | 55:30 | 05:01 | 03:42 |
 | Aghanim's Scepter | 26 | 27.96% | 96.8 | 65.38% | +25.08% | -22.52% | +17.95% | 6.15% | 34:31 | 24:08 | 30:15 | 33:47 | 36:50 | 49:32 | 06:35 | 04:52 |
 | Blink Dagger | 10 | 10.75% | 93.5 | 80.00% | +36.63% | +20.00% | +20.00% | 0.00% | 38:03 | 16:05 | 31:11 | 37:39 | 46:20 | 51:52 | 15:09 | 11:13 |
 | Void Stone | 14 | 15.05% | 90.3 | 71.43% | +28.39% | +3.57% | -4.76% | -1.23% | 24:00 | 13:30 | 18:55 | 23:20 | 25:40 | 43:03 | 06:45 | 05:00 |
 | Glimmer Cape | 18 | 19.35% | 87.1 | 66.67% | +24.00% | -26.67% | +33.33% | 7.02% | 26:15 | 19:17 | 21:50 | 25:10 | 30:23 | 37:10 | 08:33 | 06:20 |
 | Wind Lace | 55 | 59.14% | 83.9 | 54.55% | +17.71% | +9.74% | -4.55% | -2.14% | 11:49 | -01:29 | 07:21 | 11:24 | 14:01 | 42:41 | 06:40 | 04:56 |
 | Tranquil Boots | 37 | 39.78% | 80.6 | 56.76% | +15.69% | +32.13% | -12.32% | -7.47% | 15:56 | 10:12 | 12:06 | 13:50 | 18:03 | 44:03 | 05:57 | 04:24 |
 | Arcane Boots | 31 | 33.33% | 77.4 | 58.06% | +16.12% | +4.44% | +16.94% | 2.85% | 14:12 | 05:46 | 12:15 | 13:32 | 16:38 | 19:23 | 04:23 | 03:14 |
 | Boots of Speed | 93 | 100.00% | 74.2 | 47.31% | +47.31% | +13.56% | -16.88% | -9.18% | 08:40 | 01:22 | 06:45 | 08:17 | 10:04 | 19:16 | 03:19 | 02:27 |
 | Ghost Scepter | 6 | 6.45% | 71.0 | 83.33% | +38.50% | +16.67% | +16.67% | 0.00% | 28:46 | 19:26 | 23:40 | 24:07 | 37:44 | 38:17 | 14:04 | 10:25 |
 | Magic Stick | 82 | 88.17% | 67.7 | 46.34% | -8.21% | -3.48% | -1.34% | 0.31% | 05:30 | -01:29 | 02:11 | 04:48 | 09:08 | 21:24 | 06:57 | 05:08 |
 | Fluffy Hat | 29 | 31.18% | 64.5 | 48.28% | +1.40% | +8.86% | -19.71% | -2.68% | 19:16 | 10:50 | 12:36 | 16:03 | 23:16 | 43:59 | 10:40 | 07:54 |
 | Force Staff | 14 | 15.05% | 61.3 | 57.14% | +11.57% | +42.86% | +9.53% | -4.89% | 27:17 | 17:08 | 23:04 | 27:03 | 29:53 | 44:01 | 06:49 | 05:02 |
 | Magic Wand | 43 | 46.24% | 58.1 | 39.53% | -14.47% | +15.02% | -3.17% | -2.97% | 13:11 | 04:39 | 09:30 | 13:09 | 15:37 | 21:47 | 06:07 | 04:31 |
 | Aether Lens | 8 | 8.60% | 54.8 | 62.50% | +16.62% | -12.50% | +37.50% | 5.66% | 24:09 | 15:49 | 17:02 | 23:01 | 25:52 | 33:02 | 08:50 | 06:32 |
 | Eul's Scepter of Divinity | 4 | 4.30% | 51.6 | 75.00% | +28.93% | +25.00% | +25.00% | 0.00% | 30:58 | 22:18 | 22:18 | 25:29 | 33:03 | 43:03 | 10:45 | 07:57 |
 | Ring of Health | 2 | 2.15% | 48.4 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 33:04 | 26:53 | 26:53 | 39:14 | 39:14 | 39:14 | 12:21 | 09:08 |
 | Lotus Orb | 2 | 2.15% | 45.2 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 38:18 | 37:20 | 37:20 | 39:15 | 39:15 | 39:15 | 01:55 | 01:25 |
 | Blight Stone | 4 | 4.30% | 41.9 | 50.00% | +2.81% | -50.00% | -50.00% | 0.00% | 19:05 | 14:06 | 14:06 | 16:51 | 20:17 | 25:07 | 06:11 | 04:34 |
 | Medallion of Courage | 4 | 4.30% | 38.7 | 50.00% | +2.81% | -50.00% | -50.00% | 0.00% | 20:11 | 14:59 | 14:59 | 19:28 | 20:59 | 25:16 | 06:00 | 04:26 |
 | Ring of Basilius | 9 | 9.68% | 35.5 | 33.33% | -15.48% | +66.67% | -33.33% | -13.04% | 12:26 | -01:29 | 09:25 | 13:25 | 17:05 | 18:28 | 07:40 | 05:40 |
 | Quelling Blade | 1 | 1.08% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:49 | 20:49 | 20:49 | 20:49 | 20:49 | 20:49 | 00:00 | 00:00 |
 | Chainmail | 5 | 5.38% | 29.0 | 40.00% | -7.73% | -40.00% | -40.00% | 0.00% | 19:41 | 13:31 | 13:31 | 19:32 | 19:37 | 26:34 | 06:06 | 04:31 |
 | Crown | 7 | 7.53% | 25.8 | 28.57% | -20.27% | -28.57% | +21.43% | 0.00% | 16:55 | 12:55 | 15:06 | 17:05 | 17:58 | 20:15 | 02:52 | 02:07 |
 | Solar Crest | 2 | 2.15% | 22.6 | 50.00% | +2.75% | -50.00% | 0.00% | 0.00% | 21:35 | 19:29 | 19:29 | 23:40 | 23:40 | 23:40 | 04:11 | 03:05 |
 | Veil of Discord | 5 | 5.38% | 19.4 | 20.00% | -28.86% | -20.00% | -20.00% | 0.00% | 19:02 | 14:52 | 14:52 | 19:27 | 19:58 | 22:23 | 05:06 | 03:46 |
 | Drum of Endurance | 1 | 1.08% | 16.1 | 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 | 2 | 2.15% | 12.9 | 0.00% | -48.35% | 0.00% | 0.00% | 0.00% | 21:02 | 12:48 | 12:48 | 29:15 | 29:15 | 29:15 | 16:27 | 12:11 |
 | Urn of Shadows | 1 | 1.08% | 9.7 | 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 |
 | Aeon Disk | 2 | 2.15% | 6.5 | 0.00% | -48.35% | 0.00% | 0.00% | 0.00% | 42:25 | 37:46 | 37:46 | 47:03 | 47:03 | 47:03 | 09:17 | 06:52 |
 | Buckler | 1 | 1.08% | 3.2 | 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 |