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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 | |
 | Chainmail | 4 | 30.77% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 14:35 | 02:03 | 02:03 | 08:43 | 19:23 | 28:10 | 17:20 | 12:50 |
 | Phase Boots | 4 | 30.77% | 96.7 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 16:29 | 06:33 | 06:33 | 10:18 | 20:30 | 28:35 | 13:57 | 10:20 |
 | Helm of Iron Will | 3 | 23.08% | 93.3 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 20:13 | 14:19 | 14:19 | 16:33 | 29:48 | 29:48 | 15:29 | 11:28 |
 | Crimson Guard | 3 | 23.08% | 90.0 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 22:05 | 17:28 | 17:28 | 18:58 | 29:48 | 29:48 | 12:20 | 09:08 |
 | Magic Wand | 11 | 84.62% | 86.7 | 63.64% | +63.64% | +3.03% | -30.31% | -16.26% | 06:59 | 03:11 | 06:15 | 06:59 | 08:18 | 09:41 | 02:03 | 01:31 |
 | Boots of Speed | 13 | 100.00% | 83.3 | 53.85% | +53.85% | -20.52% | -20.52% | 0.00% | 04:55 | 02:29 | 03:05 | 04:48 | 05:28 | 09:32 | 02:23 | 01:45 |
 | Magic Stick | 13 | 100.00% | 80.0 | 53.85% | +53.85% | -20.52% | +12.82% | 8.34% | 03:18 | -01:29 | 01:02 | 03:01 | 05:02 | 07:48 | 04:00 | 02:57 |
 | Blink Dagger | 11 | 84.62% | 76.7 | 54.55% | +4.55% | +45.45% | -21.22% | -13.03% | 18:41 | 11:45 | 14:58 | 16:33 | 20:05 | 34:48 | 05:07 | 03:47 |
 | Sange | 2 | 15.38% | 73.3 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 25:15 | 24:30 | 24:30 | 25:59 | 25:59 | 25:59 | 01:29 | 01:05 |
 | Black King Bar | 2 | 15.38% | 70.0 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 22:50 | 20:23 | 20:23 | 25:16 | 25:16 | 25:16 | 04:53 | 03:37 |
 | Heaven's Halberd | 2 | 15.38% | 66.7 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 27:38 | 26:12 | 26:12 | 29:04 | 29:04 | 29:04 | 02:52 | 02:07 |
 | Ring of Health | 4 | 30.77% | 63.3 | 75.00% | +30.56% | +25.00% | -75.00% | -15.08% | 13:28 | 02:47 | 02:47 | 08:16 | 09:25 | 33:23 | 06:38 | 04:54 |
 | Vanguard | 4 | 30.77% | 60.0 | 75.00% | +30.56% | +25.00% | -75.00% | -13.67% | 15:39 | 05:33 | 05:33 | 10:46 | 12:52 | 33:24 | 07:19 | 05:25 |
 | Void Stone | 3 | 23.08% | 56.7 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 21:01 | 15:57 | 15:57 | 22:31 | 24:35 | 24:35 | 08:38 | 06:23 |
 | Ghost Scepter | 3 | 23.08% | 53.3 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 33:24 | 26:34 | 26:34 | 30:34 | 43:03 | 43:03 | 16:29 | 12:12 |
 | Aether Lens | 3 | 23.08% | 50.0 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 23:03 | 19:39 | 19:39 | 24:39 | 24:51 | 24:51 | 05:12 | 03:51 |
 | Tranquil Boots | 9 | 69.23% | 46.7 | 33.33% | -66.67% | +16.67% | -33.33% | -20.00% | 06:44 | 03:36 | 05:08 | 06:09 | 07:38 | 11:51 | 02:30 | 01:51 |
 | Wind Lace | 9 | 69.23% | 43.3 | 33.33% | -66.67% | +16.67% | -33.33% | -15.08% | 01:20 | -01:29 | -01:29 | -01:29 | 04:48 | 05:45 | 06:17 | 04:39 |
 | Glimmer Cape | 4 | 30.77% | 40.0 | 50.00% | -5.56% | -50.00% | -50.00% | 0.00% | 25:51 | 20:40 | 20:40 | 21:13 | 21:20 | 40:12 | 00:40 | 00:29 |
 | Ring of Protection | 4 | 30.77% | 36.7 | 50.00% | -5.56% | +50.00% | -50.00% | 0.00% | 02:02 | -01:29 | -01:29 | -01:29 | -01:29 | 12:36 | 00:00 | 00:00 |
 | Orb of Venom | 4 | 30.77% | 33.3 | 50.00% | -5.56% | +50.00% | +50.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 7.69% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:22 | 36:22 | 36:22 | 36:22 | 36:22 | 36:22 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 7.69% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:13 | 17:13 | 17:13 | 17:13 | 17:13 | 17:13 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 7.69% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:48 | 38:48 | 38:48 | 38:48 | 38:48 | 38:48 | 00:00 | 00:00 |
 | Bottle | 1 | 7.69% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:55 | 00:55 | 00:55 | 00:55 | 00:55 | 00:55 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 7.69% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Aghanim's Shard | 4 | 30.77% | 13.3 | 25.00% | -41.67% | -25.00% | -25.00% | 0.00% | 23:58 | 21:55 | 21:55 | 22:08 | 22:42 | 29:07 | 00:47 | 00:34 |
 | Force Staff | 1 | 7.69% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:54 | 33:54 | 33:54 | 33:54 | 33:54 | 33:54 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 7.69% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:11 | 13:11 | 13:11 | 13:11 | 13:11 | 13:11 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 7.69% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 00:00 | 00:00 |