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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 | |
 | Ring of Protection | 13 | 76.47% | 100.0 | 30.77% | +30.77% | -30.77% | +2.56% | 3.73% | 07:01 | -01:29 | 02:23 | 04:16 | 11:19 | 19:04 | 08:56 | 06:37 |
 | Soul Ring | 13 | 76.47% | 96.6 | 30.77% | +30.77% | -30.77% | +2.56% | 4.72% | 08:33 | 03:11 | 04:15 | 05:58 | 11:19 | 19:23 | 07:04 | 05:14 |
 | Aghanim's Shard | 16 | 94.12% | 93.1 | 25.00% | +25.00% | +25.00% | 0.00% | -6.22% | 17:10 | 15:00 | 15:01 | 16:28 | 19:02 | 20:58 | 04:01 | 02:58 |
 | Power Treads | 17 | 100.00% | 89.7 | 23.53% | +23.53% | +1.47% | -23.53% | -25.00% | 08:36 | 05:38 | 07:07 | 07:30 | 08:01 | 21:33 | 00:54 | 00:40 |
 | Blink Dagger | 17 | 100.00% | 86.2 | 23.53% | +23.53% | +26.47% | +1.47% | -6.76% | 13:50 | 09:43 | 11:28 | 13:17 | 15:10 | 26:17 | 03:42 | 02:44 |
 | Boots of Speed | 17 | 100.00% | 82.8 | 23.53% | +23.53% | +26.47% | +1.47% | -6.36% | 04:52 | 02:08 | 02:38 | 04:56 | 06:34 | 07:50 | 03:56 | 02:54 |
 | Aghanim's Scepter | 10 | 58.82% | 79.3 | 30.00% | +15.71% | +36.67% | -30.00% | -7.26% | 31:32 | 24:05 | 27:16 | 31:05 | 36:27 | 38:24 | 09:11 | 06:48 |
 | Lotus Orb | 1 | 5.88% | 75.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:52 | 32:52 | 32:52 | 32:52 | 32:52 | 32:52 | 00:00 | 00:00 |
 | Magic Stick | 11 | 64.71% | 72.4 | 27.27% | +10.60% | +39.40% | -27.27% | -12.35% | 03:36 | -01:29 | -01:29 | 04:13 | 06:53 | 09:07 | 08:22 | 06:11 |
 | Bracer | 14 | 82.35% | 69.0 | 21.43% | -11.90% | +28.57% | -21.43% | -34.88% | 02:20 | 00:48 | 01:38 | 01:59 | 03:04 | 04:10 | 01:26 | 01:03 |
 | Yasha | 6 | 35.29% | 65.5 | 33.33% | +15.15% | +16.67% | -33.33% | -5.08% | 34:52 | 29:05 | 29:26 | 31:18 | 39:16 | 43:22 | 09:50 | 07:17 |
 | Quelling Blade | 15 | 88.24% | 62.1 | 20.00% | -30.00% | +30.00% | -20.00% | 0.00% | -00:19 | -01:29 | -01:29 | -01:29 | -01:29 | 16:00 | 00:00 | 00:00 |
 | Black King Bar | 16 | 94.12% | 58.6 | 18.75% | -81.25% | +31.25% | -18.75% | -6.30% | 27:17 | 16:49 | 22:29 | 26:05 | 30:25 | 41:18 | 07:56 | 05:52 |
 | Ring of Health | 2 | 11.76% | 55.2 | 50.00% | +30.00% | +50.00% | 0.00% | 0.00% | 37:54 | 31:22 | 31:22 | 44:26 | 44:26 | 44:26 | 13:04 | 09:40 |
 | Aether Lens | 2 | 11.76% | 51.7 | 50.00% | +30.00% | +50.00% | 0.00% | 0.00% | 31:17 | 25:27 | 25:27 | 37:06 | 37:06 | 37:06 | 11:39 | 08:37 |
 | Void Stone | 4 | 23.53% | 48.3 | 25.00% | +1.92% | +75.00% | -25.00% | 0.00% | 39:15 | 25:06 | 25:06 | 36:45 | 44:26 | 50:41 | 19:20 | 14:19 |
 | Manta Style | 4 | 23.53% | 44.8 | 25.00% | +1.92% | -25.00% | -25.00% | 0.00% | 36:28 | 31:32 | 31:32 | 32:05 | 38:18 | 43:55 | 06:46 | 05:00 |
 | Magic Wand | 8 | 47.06% | 41.4 | 12.50% | -20.83% | +37.50% | -12.50% | -7.23% | 05:42 | 01:12 | 01:46 | 04:41 | 08:41 | 09:30 | 06:55 | 05:07 |
 | Linken's Sphere | 1 | 5.88% | 37.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:58 | 44:58 | 44:58 | 44:58 | 44:58 | 44:58 | 00:00 | 00:00 |
 | Force Staff | 1 | 5.88% | 34.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 00:00 | 00:00 |
 | Heaven's Halberd | 2 | 11.76% | 31.0 | 0.00% | -26.67% | 0.00% | 0.00% | 0.00% | 40:58 | 40:56 | 40:56 | 40:59 | 40:59 | 40:59 | 00:03 | 00:02 |
 | Orchid Malevolence | 1 | 5.88% | 27.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:52 | 50:52 | 50:52 | 50:52 | 50:52 | 50:52 | 00:00 | 00:00 |
 | Buckler | 1 | 5.88% | 24.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:11 | 50:11 | 50:11 | 50:11 | 50:11 | 50:11 | 00:00 | 00:00 |
 | Moon Shard | 1 | 5.88% | 20.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:11 | 1:06:11 | 1:06:11 | 1:06:11 | 1:06:11 | 1:06:11 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 5.88% | 17.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:54 | 60:54 | 60:54 | 60:54 | 60:54 | 60:54 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 5.88% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:51 | 31:51 | 31:51 | 31:51 | 31:51 | 31:51 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 5.88% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:42 | 60:42 | 60:42 | 60:42 | 60:42 | 60:42 | 00:00 | 00:00 |
 | Overwhelming Blink | 2 | 11.76% | 6.9 | 0.00% | -26.67% | 0.00% | 0.00% | 0.00% | 51:52 | 36:43 | 36:43 | 1:07:00 | 1:07:00 | 1:07:00 | 30:17 | 22:25 |
 | Sange | 2 | 11.76% | 3.4 | 0.00% | -26.67% | 0.00% | 0.00% | 0.00% | 39:46 | 39:14 | 39:14 | 40:17 | 40:17 | 40:17 | 01:03 | 00:46 |