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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 | |
 | Guardian Greaves | 7 | 35.00% | 100.0 | 85.71% | +39.56% | +14.29% | -35.71% | 0.00% | 22:00 | 16:08 | 16:59 | 19:39 | 26:56 | 28:14 | 09:57 | 07:22 |
 | Quelling Blade | 14 | 70.00% | 97.4 | 71.43% | +38.10% | -46.43% | +28.57% | 75.00% | -01:22 | -01:29 | -01:29 | -01:29 | -01:28 | 00:03 | 00:01 | 00:00 |
 | Magic Wand | 14 | 70.00% | 94.7 | 71.43% | +38.10% | +3.57% | -4.76% | -2.46% | 08:10 | -01:29 | 05:25 | 07:28 | 08:48 | 20:41 | 03:23 | 02:30 |
 | Vanguard | 18 | 90.00% | 92.1 | 66.67% | +66.67% | +13.33% | +8.33% | -3.37% | 06:36 | 04:25 | 05:39 | 05:58 | 07:08 | 12:03 | 01:29 | 01:05 |
 | Magic Stick | 15 | 75.00% | 89.5 | 66.67% | +26.67% | -16.67% | -41.67% | -17.44% | 02:24 | -01:29 | -01:29 | -01:28 | 02:55 | 20:06 | 04:24 | 03:15 |
 | Headdress | 19 | 95.00% | 86.8 | 63.16% | +63.16% | +36.84% | -43.16% | -21.52% | 13:51 | 08:26 | 11:53 | 13:40 | 15:36 | 18:52 | 03:43 | 02:45 |
 | Arcane Boots | 19 | 95.00% | 84.2 | 63.16% | +63.16% | -3.16% | +16.84% | 10.62% | 08:25 | 04:17 | 07:48 | 08:25 | 09:41 | 10:43 | 01:53 | 01:23 |
 | Ring of Health | 19 | 95.00% | 81.6 | 63.16% | +63.16% | +16.84% | -3.16% | -16.44% | 03:58 | 01:17 | 02:17 | 02:50 | 03:30 | 16:22 | 01:13 | 00:54 |
 | Sange | 8 | 40.00% | 78.9 | 75.00% | +25.00% | -25.00% | +25.00% | 12.20% | 26:41 | 20:47 | 23:20 | 25:47 | 27:26 | 36:06 | 04:06 | 03:02 |
 | Boots of Speed | 20 | 100.00% | 76.3 | 60.00% | +60.00% | -20.00% | +20.00% | 11.37% | 05:34 | 01:41 | 03:32 | 05:42 | 07:03 | 08:37 | 03:31 | 02:36 |
 | Crimson Guard | 16 | 80.00% | 73.7 | 62.50% | +12.50% | -37.50% | +37.50% | 8.35% | 19:09 | 11:56 | 13:03 | 19:58 | 22:02 | 33:51 | 08:59 | 06:39 |
 | Helm of Iron Will | 16 | 80.00% | 71.1 | 62.50% | +12.50% | -12.50% | +37.50% | 6.21% | 17:23 | 10:32 | 11:18 | 18:29 | 19:21 | 33:12 | 08:03 | 05:57 |
 | Mekansm | 11 | 55.00% | 68.4 | 63.64% | +8.08% | +36.36% | -63.64% | -9.69% | 19:31 | 11:51 | 12:58 | 17:41 | 23:17 | 28:21 | 10:19 | 07:38 |
 | Chainmail | 11 | 55.00% | 65.8 | 63.64% | +8.08% | +36.36% | -30.31% | -6.32% | 17:24 | 09:29 | 11:46 | 15:48 | 22:19 | 26:03 | 10:33 | 07:48 |
 | Buckler | 9 | 45.00% | 63.2 | 66.67% | +12.12% | +33.33% | -66.67% | -7.64% | 23:16 | 13:16 | 14:03 | 26:35 | 27:08 | 35:50 | 13:05 | 09:41 |
 | Void Stone | 7 | 35.00% | 60.5 | 71.43% | +17.58% | +28.57% | -21.43% | 0.00% | 26:15 | 17:33 | 20:11 | 24:50 | 29:26 | 36:56 | 09:15 | 06:51 |
 | Lotus Orb | 7 | 35.00% | 57.9 | 71.43% | +17.58% | +28.57% | -21.43% | 0.00% | 28:40 | 19:41 | 22:14 | 29:44 | 30:58 | 37:02 | 08:44 | 06:28 |
 | Pipe of Insight | 16 | 80.00% | 55.3 | 56.25% | -18.75% | -6.25% | -31.25% | -5.62% | 18:28 | 14:13 | 15:24 | 17:14 | 19:51 | 29:12 | 04:27 | 03:17 |
 | Heaven's Halberd | 6 | 30.00% | 52.6 | 66.67% | +9.53% | -16.67% | +33.33% | 0.00% | 30:13 | 25:22 | 26:03 | 28:56 | 31:12 | 39:35 | 05:09 | 03:48 |
 | Ring of Protection | 14 | 70.00% | 50.0 | 50.00% | -33.33% | 0.00% | -16.67% | -3.06% | 10:53 | -01:29 | 07:15 | 09:26 | 12:42 | 35:50 | 05:27 | 04:02 |
 | Bracer | 2 | 10.00% | 47.4 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 01:54 | 01:32 | 01:32 | 02:15 | 02:15 | 02:15 | 00:43 | 00:31 |
 | Wind Lace | 7 | 35.00% | 44.7 | 57.14% | -4.40% | -7.14% | -57.14% | 0.00% | 09:45 | -01:29 | -01:28 | 08:20 | 17:01 | 21:12 | 18:29 | 13:41 |
 | Soul Ring | 9 | 45.00% | 42.1 | 33.33% | -48.49% | +16.67% | +16.67% | 0.00% | 10:41 | 07:59 | 08:20 | 10:05 | 12:43 | 14:17 | 04:23 | 03:14 |
 | Force Staff | 1 | 5.00% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:38 | 43:38 | 43:38 | 43:38 | 43:38 | 43:38 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 5.00% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:47 | 33:47 | 33:47 | 33:47 | 33:47 | 33:47 | 00:00 | 00:00 |
 | Solar Crest | 1 | 5.00% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:12 | 33:12 | 33:12 | 33:12 | 33:12 | 33:12 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 5.00% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:38 | 43:38 | 43:38 | 43:38 | 43:38 | 43:38 | 00:00 | 00:00 |
 | Boots of Travel | 2 | 10.00% | 28.9 | 50.00% | -11.11% | +50.00% | 0.00% | 0.00% | 41:38 | 35:53 | 35:53 | 47:22 | 47:22 | 47:22 | 11:29 | 08:30 |
 | Black King Bar | 2 | 10.00% | 26.3 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 24:08 | 21:06 | 21:06 | 27:10 | 27:10 | 27:10 | 06:04 | 04:29 |
 | Assault Cuirass | 1 | 5.00% | 23.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:57 | 35:57 | 35:57 | 35:57 | 35:57 | 35:57 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 5.00% | 21.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:01 | 36:01 | 36:01 | 36:01 | 36:01 | 36:01 | 00:00 | 00:00 |
 | Bottle | 1 | 5.00% | 18.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:34 | 01:34 | 01:34 | 01:34 | 01:34 | 01:34 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 5.00% | 15.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:03 | 12:03 | 12:03 | 12:03 | 12:03 | 12:03 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 5.00% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:39 | 34:39 | 34:39 | 34:39 | 34:39 | 34:39 | 00:00 | 00:00 |
 | Power Treads | 1 | 5.00% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:26 | 05:26 | 05:26 | 05:26 | 05:26 | 05:26 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 5.00% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:59 | 29:59 | 29:59 | 29:59 | 29:59 | 29:59 | 00:00 | 00:00 |
 | Crown | 1 | 5.00% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:40 | 08:40 | 08:40 | 08:40 | 08:40 | 08:40 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 5.00% | 2.6 | 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 |