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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 | 11 | 64.71% | 100.0 | 72.73% | +39.40% | +27.27% | -39.40% | -17.09% | 19:01 | 15:00 | 16:28 | 19:21 | 20:22 | 24:09 | 03:54 | 02:53 |
 | Magic Stick | 13 | 76.47% | 97.2 | 69.23% | +44.23% | +30.77% | -2.56% | -7.72% | 04:42 | -01:29 | 02:17 | 02:50 | 06:36 | 13:21 | 04:19 | 03:11 |
 | Magic Wand | 16 | 94.12% | 94.4 | 62.50% | +62.50% | -12.50% | +12.50% | 4.05% | 05:30 | -01:29 | 02:51 | 04:17 | 09:01 | 13:42 | 06:10 | 04:34 |
 | Arcane Boots | 12 | 70.59% | 91.7 | 66.67% | +26.67% | -33.34% | +33.33% | 22.10% | 10:11 | 05:56 | 06:53 | 08:07 | 09:54 | 24:51 | 03:01 | 02:14 |
 | Boots of Speed | 17 | 100.00% | 88.9 | 58.82% | +58.82% | -33.82% | +41.18% | 21.95% | 05:20 | 01:28 | 02:42 | 05:23 | 06:07 | 13:12 | 03:25 | 02:31 |
 | Blight Stone | 13 | 76.47% | 86.1 | 61.54% | +11.54% | -28.21% | +5.13% | 12.74% | 03:23 | -01:29 | 02:08 | 03:49 | 04:45 | 05:50 | 02:37 | 01:56 |
 | Blink Dagger | 13 | 76.47% | 83.3 | 61.54% | +11.54% | +5.13% | -28.21% | -2.41% | 23:57 | 13:06 | 16:49 | 21:58 | 30:38 | 35:24 | 13:49 | 10:14 |
 | Skull Basher | 9 | 52.94% | 80.6 | 66.67% | +16.67% | +33.33% | -16.67% | -6.49% | 30:17 | 20:34 | 26:31 | 30:20 | 34:13 | 37:40 | 07:42 | 05:42 |
 | Ring of Health | 7 | 41.18% | 77.8 | 71.43% | +21.43% | -21.43% | +28.57% | 6.94% | 24:35 | 04:07 | 21:01 | 24:11 | 28:13 | 37:40 | 07:12 | 05:20 |
 | Quelling Blade | 16 | 94.12% | 75.0 | 56.25% | -43.75% | -6.25% | -6.25% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Diffusal Blade | 14 | 82.35% | 72.2 | 57.14% | -9.53% | +17.86% | +9.53% | -4.85% | 12:49 | 10:55 | 11:48 | 12:51 | 13:31 | 15:43 | 01:43 | 01:16 |
 | Orb of Venom | 14 | 82.35% | 69.4 | 57.14% | -9.53% | +17.86% | -23.81% | -9.09% | 08:27 | 01:21 | 04:21 | 06:14 | 08:56 | 23:30 | 04:35 | 03:23 |
 | Fluffy Hat | 12 | 70.59% | 66.7 | 58.33% | -1.67% | +41.67% | -25.00% | -24.69% | 09:39 | 03:07 | 06:14 | 06:38 | 08:56 | 23:30 | 02:42 | 02:00 |
 | Orb of Corrosion | 10 | 58.82% | 63.9 | 60.00% | +2.86% | +6.67% | -10.00% | -1.61% | 10:43 | 04:01 | 06:58 | 07:05 | 17:21 | 23:30 | 10:23 | 07:41 |
 | Bottle | 13 | 76.47% | 61.1 | 53.85% | -21.15% | -20.52% | -20.52% | 0.00% | 02:07 | 01:06 | 01:14 | 01:42 | 02:11 | 04:59 | 00:57 | 00:42 |
 | Overwhelming Blink | 2 | 11.76% | 58.3 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 44:22 | 42:42 | 42:42 | 46:02 | 46:02 | 46:02 | 03:20 | 02:28 |
 | Void Stone | 8 | 47.06% | 55.6 | 50.00% | -16.67% | -50.00% | +50.00% | 14.39% | 23:05 | 13:50 | 16:05 | 21:35 | 23:02 | 37:30 | 06:57 | 05:08 |
 | Linken's Sphere | 5 | 29.41% | 52.8 | 60.00% | +1.67% | -60.00% | +40.00% | 15.00% | 27:03 | 22:17 | 22:17 | 24:14 | 28:57 | 37:30 | 06:40 | 04:56 |
 | Bracer | 1 | 5.88% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:11 | 03:11 | 03:11 | 03:11 | 03:11 | 03:11 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 5.88% | 47.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:24 | 23:24 | 23:24 | 23:24 | 23:24 | 23:24 | 00:00 | 00:00 |
 | Morbid Mask | 2 | 11.76% | 44.4 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 19:42 | 16:13 | 16:13 | 23:10 | 23:10 | 23:10 | 06:57 | 05:08 |
 | Aeon Disk | 2 | 11.76% | 41.7 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 32:13 | 25:13 | 25:13 | 39:13 | 39:13 | 39:13 | 14:00 | 10:22 |
 | Abyssal Blade | 2 | 11.76% | 38.9 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 42:12 | 38:00 | 38:00 | 46:23 | 46:23 | 46:23 | 08:23 | 06:12 |
 | Ring of Protection | 2 | 11.76% | 36.1 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 07:24 | -01:25 | -01:25 | 16:12 | 16:12 | 16:12 | 17:37 | 13:02 |
 | Vanguard | 2 | 11.76% | 33.3 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 41:57 | 37:40 | 37:40 | 46:13 | 46:13 | 46:13 | 08:33 | 06:20 |
 | Black King Bar | 2 | 11.76% | 30.6 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 24:11 | 20:34 | 20:34 | 27:47 | 27:47 | 27:47 | 07:13 | 05:20 |
 | Force Staff | 2 | 11.76% | 27.8 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 32:25 | 31:38 | 31:38 | 33:11 | 33:11 | 33:11 | 01:33 | 01:08 |
 | Ring of Basilius | 2 | 11.76% | 25.0 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 19:42 | 16:13 | 16:13 | 23:10 | 23:10 | 23:10 | 06:57 | 05:08 |
 | Buckler | 2 | 11.76% | 22.2 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 19:41 | 16:12 | 16:12 | 23:10 | 23:10 | 23:10 | 06:58 | 05:09 |
 | Vladmir's Offering | 2 | 11.76% | 19.4 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 19:57 | 16:44 | 16:44 | 23:10 | 23:10 | 23:10 | 06:26 | 04:45 |
 | Maelstrom | 1 | 5.88% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:14 | 27:14 | 27:14 | 27:14 | 27:14 | 27:14 | 00:00 | 00:00 |
 | Javelin | 1 | 5.88% | 13.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:14 | 27:14 | 27:14 | 27:14 | 27:14 | 27:14 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 2 | 11.76% | 11.1 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 18:58 | 16:05 | 16:05 | 21:50 | 21:50 | 21:50 | 05:45 | 04:15 |
 | Wind Lace | 2 | 11.76% | 8.3 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 15:30 | 13:56 | 13:56 | 17:04 | 17:04 | 17:04 | 03:08 | 02:19 |
 | Power Treads | 2 | 11.76% | 5.6 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 12:22 | 08:37 | 08:37 | 16:06 | 16:06 | 16:06 | 07:29 | 05:32 |
 | Aghanim's Scepter | 1 | 5.88% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 00:00 | 00:00 |