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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 | |
 | Moon Shard | 3 | 7.69% | 100.0 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 1:02:30 | 53:34 | 53:34 | 1:03:24 | 1:10:33 | 1:10:33 | 16:59 | 12:34 |
 | Wraith Band | 35 | 89.74% | 97.7 | 48.57% | +23.57% | +6.99% | +18.10% | 2.67% | 05:18 | 01:24 | 02:29 | 05:37 | 06:39 | 11:06 | 04:10 | 03:05 |
 | Ring of Aquila | 35 | 89.74% | 95.5 | 48.57% | +23.57% | -4.13% | -15.24% | -4.25% | 07:17 | 02:54 | 05:37 | 07:14 | 08:14 | 13:54 | 02:37 | 01:56 |
 | Ring of Basilius | 35 | 89.74% | 93.2 | 48.57% | +23.57% | -4.13% | -15.24% | -5.09% | 07:04 | 02:32 | 05:37 | 07:14 | 07:48 | 13:54 | 02:11 | 01:37 |
 | Yasha | 11 | 28.21% | 90.9 | 63.64% | +24.35% | +3.03% | -30.31% | -4.33% | 24:16 | 10:06 | 18:12 | 23:54 | 25:54 | 39:36 | 07:42 | 05:42 |
 | Blade Mail | 28 | 71.79% | 88.6 | 50.00% | +13.64% | +21.43% | -7.14% | -7.23% | 16:11 | 10:08 | 12:54 | 14:03 | 16:51 | 30:45 | 03:57 | 02:55 |
 | Ring of Protection | 36 | 92.31% | 86.4 | 47.22% | +13.89% | -13.89% | -2.78% | 3.64% | 06:29 | -01:29 | 04:40 | 06:50 | 07:43 | 13:54 | 03:03 | 02:15 |
 | Stout Shield | 39 | 100.00% | 84.1 | 46.15% | +46.15% | -6.15% | +23.85% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Quelling Blade | 39 | 100.00% | 81.8 | 46.15% | +46.15% | -16.15% | +3.85% | 20.00% | 00:05 | -01:30 | -01:29 | -01:24 | 00:54 | 04:19 | 02:23 | 01:45 |
 | Boots of Speed | 39 | 100.00% | 79.5 | 46.15% | +46.15% | +3.85% | -6.15% | -5.13% | 03:32 | 01:09 | 02:23 | 03:00 | 04:20 | 08:48 | 01:57 | 01:26 |
 | Power Treads | 39 | 100.00% | 77.3 | 46.15% | +46.15% | +23.85% | -36.15% | -19.05% | 07:17 | 03:49 | 05:23 | 07:25 | 08:32 | 12:35 | 03:09 | 02:20 |
 | Black King Bar | 30 | 76.92% | 75.0 | 46.67% | +2.23% | +15.83% | -18.10% | -4.91% | 24:33 | 16:26 | 20:12 | 23:06 | 27:07 | 46:55 | 06:55 | 05:07 |
 | Magic Stick | 28 | 71.79% | 72.7 | 46.43% | +0.98% | +10.71% | +25.00% | 6.21% | 02:52 | 00:40 | 01:17 | 01:37 | 03:35 | 10:49 | 02:18 | 01:42 |
 | Chainmail | 31 | 79.49% | 70.5 | 45.16% | -4.84% | +4.84% | -7.66% | -1.90% | 13:59 | 06:01 | 09:09 | 11:51 | 15:43 | 30:45 | 06:34 | 04:51 |
 | Mjollnir | 6 | 15.38% | 68.2 | 66.67% | +24.25% | +33.33% | +33.33% | 0.00% | 39:26 | 35:29 | 36:31 | 37:43 | 41:09 | 45:13 | 04:38 | 03:25 |
 | Magic Wand | 23 | 58.97% | 65.9 | 43.48% | -6.52% | +6.52% | -26.81% | -10.87% | 06:57 | 01:17 | 05:34 | 07:03 | 08:38 | 14:41 | 03:04 | 02:16 |
 | Maelstrom | 9 | 23.08% | 63.6 | 55.56% | +12.23% | -5.56% | +44.44% | 5.92% | 32:36 | 24:45 | 27:09 | 33:56 | 35:36 | 38:52 | 08:27 | 06:15 |
 | Linken's Sphere | 4 | 10.26% | 61.4 | 75.00% | +32.14% | -75.00% | +25.00% | 0.00% | 39:15 | 33:34 | 33:34 | 34:35 | 42:21 | 46:30 | 08:47 | 06:30 |
 | Manta Style | 2 | 5.13% | 59.1 | 100.00% | +56.76% | 0.00% | 0.00% | 0.00% | 23:06 | 16:30 | 16:30 | 29:41 | 29:41 | 29:41 | 13:11 | 09:45 |
 | Abyssal Blade | 2 | 5.13% | 56.8 | 100.00% | +56.76% | 0.00% | 0.00% | 0.00% | 49:04 | 43:08 | 43:08 | 54:59 | 54:59 | 54:59 | 11:51 | 08:46 |
 | Boots of Travel 2 | 2 | 5.13% | 54.5 | 100.00% | +56.76% | 0.00% | 0.00% | 0.00% | 1:02:00 | 55:16 | 55:16 | 1:08:44 | 1:08:44 | 1:08:44 | 13:28 | 09:58 |
 | Refresher Orb | 2 | 5.13% | 52.3 | 100.00% | +56.76% | 0.00% | 0.00% | 0.00% | 1:07:21 | 1:02:32 | 1:02:32 | 1:12:09 | 1:12:09 | 1:12:09 | 09:37 | 07:07 |
 | Radiance | 13 | 33.33% | 50.0 | 46.15% | 0.00% | +53.85% | -12.82% | -8.06% | 24:20 | 17:31 | 18:41 | 22:49 | 26:57 | 36:23 | 08:16 | 06:07 |
 | Void Stone | 7 | 17.95% | 47.7 | 57.14% | +13.39% | -57.14% | +42.86% | 5.63% | 29:47 | 15:20 | 16:50 | 30:24 | 34:35 | 45:55 | 17:45 | 13:08 |
 | Sange | 7 | 17.95% | 45.5 | 57.14% | +13.39% | -7.14% | -7.14% | 0.00% | 27:07 | 12:49 | 17:47 | 25:32 | 32:54 | 42:53 | 15:07 | 11:11 |
 | Sange and Yasha | 7 | 17.95% | 43.2 | 57.14% | +13.39% | -7.14% | -7.14% | 0.00% | 28:07 | 16:00 | 21:05 | 25:32 | 32:54 | 42:53 | 11:49 | 08:45 |
 | Javelin | 10 | 25.64% | 40.9 | 50.00% | +5.17% | -16.67% | 0.00% | 2.87% | 33:13 | 24:45 | 30:06 | 32:53 | 35:55 | 41:31 | 05:49 | 04:18 |
 | Ring of Health | 5 | 12.82% | 38.6 | 60.00% | +15.88% | -60.00% | +40.00% | 3.53% | 32:20 | 11:11 | 11:11 | 34:35 | 39:33 | 45:55 | 28:22 | 21:00 |
 | Vanguard | 3 | 7.69% | 36.4 | 66.67% | +22.23% | -66.67% | 0.00% | 0.00% | 37:23 | 14:12 | 14:12 | 43:08 | 54:48 | 54:48 | 40:36 | 30:04 |
 | Assault Cuirass | 3 | 7.69% | 34.1 | 66.67% | +22.23% | +33.33% | 0.00% | 0.00% | 39:20 | 38:48 | 38:48 | 39:18 | 39:55 | 39:55 | 01:07 | 00:49 |
 | Skull Basher | 3 | 7.69% | 31.8 | 66.67% | +22.23% | +33.33% | 0.00% | 0.00% | 45:55 | 42:43 | 42:43 | 44:14 | 50:48 | 50:48 | 08:05 | 05:59 |
 | Wind Lace | 4 | 10.26% | 29.5 | 50.00% | +4.29% | -50.00% | +50.00% | 0.00% | 16:38 | 09:03 | 09:03 | 15:21 | 16:12 | 25:55 | 07:09 | 05:17 |
 | Butterfly | 1 | 2.56% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:49 | 44:49 | 44:49 | 44:49 | 44:49 | 44:49 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 2.56% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 2.56% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:34 | 47:34 | 47:34 | 47:34 | 47:34 | 47:34 | 00:00 | 00:00 |
 | Scythe of Vyse | 2 | 5.13% | 20.5 | 50.00% | +4.05% | +50.00% | 0.00% | 0.00% | 53:34 | 52:49 | 52:49 | 54:18 | 54:18 | 54:18 | 01:29 | 01:05 |
 | Eul's Scepter of Divinity | 3 | 7.69% | 18.2 | 33.33% | -13.89% | -33.33% | 0.00% | 0.00% | 20:38 | 15:21 | 15:21 | 20:39 | 25:55 | 25:55 | 10:34 | 07:49 |
 | Shadow Blade | 4 | 10.26% | 15.9 | 25.00% | -23.57% | +75.00% | -25.00% | 0.00% | 26:06 | 16:49 | 16:49 | 17:01 | 34:55 | 35:40 | 18:06 | 13:24 |
 | Monkey King Bar | 1 | 2.56% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:10 | 42:10 | 42:10 | 42:10 | 42:10 | 42:10 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 2.56% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:05 | 48:05 | 48:05 | 48:05 | 48:05 | 48:05 | 00:00 | 00:00 |
 | Force Staff | 1 | 2.56% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:55 | 22:55 | 22:55 | 22:55 | 22:55 | 22:55 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 2.56% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 00:00 | 00:00 |
 | Buckler | 1 | 2.56% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 00:00 | 00:00 |
 | Silver Edge | 1 | 2.56% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 00:00 | 00:00 |