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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 | |
 | Dragon Lance | 17 | 56.67% | 100.0 | 70.59% | +32.13% | +4.41% | +4.41% | 0.00% | 19:28 | 14:31 | 15:59 | 18:07 | 20:08 | 38:11 | 04:09 | 03:04 |
 | Hurricane Pike | 17 | 56.67% | 97.2 | 70.59% | +32.13% | +4.41% | +4.41% | 0.00% | 26:50 | 20:37 | 23:07 | 24:10 | 28:32 | 38:45 | 05:25 | 04:00 |
 | Magic Stick | 29 | 96.67% | 94.4 | 58.62% | +58.62% | +12.81% | +12.81% | 0.00% | 03:58 | -01:29 | -01:29 | 03:43 | 07:27 | 11:40 | 08:56 | 06:37 |
 | Magic Wand | 29 | 96.67% | 91.7 | 58.62% | +58.62% | -1.48% | +12.81% | 2.99% | 08:59 | -01:30 | 06:42 | 09:37 | 11:29 | 17:31 | 04:47 | 03:32 |
 | Wind Lace | 6 | 20.00% | 88.9 | 83.33% | +33.33% | -33.33% | +16.67% | 4.55% | 12:01 | 02:44 | 04:24 | 09:12 | 15:24 | 27:38 | 11:00 | 08:08 |
 | Fluffy Hat | 30 | 100.00% | 86.1 | 56.67% | +56.67% | -6.67% | +0.47% | 0.60% | 14:27 | -01:29 | 08:47 | 12:37 | 20:41 | 33:42 | 11:54 | 08:48 |
 | Boots of Speed | 30 | 100.00% | 83.3 | 56.67% | +56.67% | +5.83% | -28.10% | -8.70% | 05:43 | -01:29 | 04:03 | 05:31 | 07:57 | 12:26 | 03:54 | 02:53 |
 | Force Staff | 27 | 90.00% | 80.6 | 55.56% | -11.11% | +1.58% | +1.58% | 0.00% | 24:55 | 12:42 | 21:57 | 23:13 | 28:32 | 37:09 | 06:35 | 04:52 |
 | Power Treads | 23 | 76.67% | 77.8 | 56.52% | -0.62% | -6.52% | -39.85% | -13.98% | 13:27 | 06:10 | 10:43 | 11:55 | 13:06 | 34:32 | 02:23 | 01:45 |
 | Hood of Defiance | 3 | 10.00% | 75.0 | 100.00% | +48.15% | 0.00% | 0.00% | 0.00% | 28:12 | 24:34 | 24:34 | 28:21 | 31:42 | 31:42 | 07:08 | 05:17 |
 | Ring of Health | 3 | 10.00% | 72.2 | 100.00% | +48.15% | 0.00% | 0.00% | 0.00% | 27:59 | 24:18 | 24:18 | 28:13 | 31:26 | 31:26 | 07:08 | 05:17 |
 | Ghost Scepter | 3 | 10.00% | 69.4 | 100.00% | +48.15% | 0.00% | 0.00% | 0.00% | 28:08 | 26:16 | 26:16 | 26:37 | 31:30 | 31:30 | 05:14 | 03:52 |
 | Headdress | 5 | 16.67% | 66.7 | 80.00% | +28.00% | +20.00% | +20.00% | 0.00% | 18:38 | -01:29 | -01:29 | 21:40 | 25:04 | 33:17 | 26:33 | 19:40 |
 | Blight Stone | 8 | 26.67% | 63.9 | 62.50% | +7.95% | -12.50% | -12.50% | 0.00% | 03:54 | -01:30 | -01:29 | -01:29 | -00:46 | 40:00 | 00:43 | 00:31 |
 | Crown | 2 | 6.67% | 61.1 | 100.00% | +46.43% | 0.00% | 0.00% | 0.00% | 10:29 | 05:34 | 05:34 | 15:24 | 15:24 | 15:24 | 09:50 | 07:17 |
 | Drum of Endurance | 2 | 6.67% | 58.3 | 100.00% | +46.43% | 0.00% | 0.00% | 0.00% | 23:15 | 15:14 | 15:14 | 31:15 | 31:15 | 31:15 | 16:01 | 11:51 |
 | Solar Crest | 2 | 6.67% | 55.6 | 100.00% | +46.43% | 0.00% | 0.00% | 0.00% | 13:31 | 10:00 | 10:00 | 17:01 | 17:01 | 17:01 | 07:01 | 05:11 |
 | Glimmer Cape | 7 | 23.33% | 52.8 | 57.14% | +0.62% | +42.86% | -57.14% | -36.59% | 25:43 | 20:53 | 21:29 | 22:54 | 24:13 | 34:12 | 02:44 | 02:01 |
 | Holy Locket | 3 | 10.00% | 50.0 | 66.67% | +11.11% | +33.33% | 0.00% | 0.00% | 18:02 | 13:59 | 13:59 | 17:47 | 22:19 | 22:19 | 08:20 | 06:10 |
 | Aghanim's Shard | 3 | 10.00% | 47.2 | 66.67% | +11.11% | +33.33% | 0.00% | 0.00% | 29:57 | 27:08 | 27:08 | 29:18 | 33:24 | 33:24 | 06:16 | 04:38 |
 | Moon Shard | 7 | 23.33% | 44.4 | 42.86% | -18.01% | +7.14% | +7.14% | 0.00% | 39:25 | 29:23 | 35:28 | 37:04 | 38:06 | 59:34 | 02:38 | 01:57 |
 | Medallion of Courage | 4 | 13.33% | 41.7 | 50.00% | -7.69% | +50.00% | -50.00% | -5.75% | 20:51 | 04:30 | 04:30 | 17:01 | 21:53 | 40:00 | 17:23 | 12:52 |
 | Aeon Disk | 1 | 3.33% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:36 | 45:36 | 45:36 | 45:36 | 45:36 | 45:36 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 3.33% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:07 | 28:07 | 28:07 | 28:07 | 28:07 | 28:07 | 00:00 | 00:00 |
 | Javelin | 1 | 3.33% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:51 | 41:51 | 41:51 | 41:51 | 41:51 | 41:51 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 3.33% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 3.33% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:34 | 24:34 | 24:34 | 24:34 | 24:34 | 24:34 | 00:00 | 00:00 |
 | Chainmail | 6 | 20.00% | 25.0 | 33.33% | -29.17% | +66.67% | -33.33% | -5.47% | 23:17 | 03:53 | 15:23 | 19:41 | 33:39 | 40:00 | 18:16 | 13:31 |
 | Arcane Boots | 2 | 6.67% | 22.2 | 50.00% | -7.14% | -50.00% | 0.00% | 0.00% | 11:02 | 10:05 | 10:05 | 11:58 | 11:58 | 11:58 | 01:53 | 01:23 |
 | Ring of Basilius | 2 | 6.67% | 19.4 | 50.00% | -7.14% | +50.00% | 0.00% | 0.00% | 27:44 | 15:07 | 15:07 | 40:21 | 40:21 | 40:21 | 25:14 | 18:41 |
 | Buckler | 2 | 6.67% | 16.7 | 50.00% | -7.14% | +50.00% | 0.00% | 0.00% | 29:46 | 16:35 | 16:35 | 42:57 | 42:57 | 42:57 | 26:22 | 19:31 |
 | Vladmir's Offering | 2 | 6.67% | 13.9 | 50.00% | -7.14% | +50.00% | 0.00% | 0.00% | 31:58 | 20:36 | 20:36 | 43:20 | 43:20 | 43:20 | 22:44 | 16:50 |
 | Morbid Mask | 2 | 6.67% | 11.1 | 50.00% | -7.14% | +50.00% | 0.00% | 0.00% | 31:31 | 20:05 | 20:05 | 42:57 | 42:57 | 42:57 | 22:52 | 16:56 |
 | Ring of Protection | 2 | 6.67% | 8.3 | 50.00% | -7.14% | +50.00% | 0.00% | 0.00% | 29:46 | 16:35 | 16:35 | 42:57 | 42:57 | 42:57 | 26:22 | 19:31 |
 | Black King Bar | 2 | 6.67% | 5.6 | 0.00% | -60.71% | 0.00% | 0.00% | 0.00% | 41:47 | 41:08 | 41:08 | 42:25 | 42:25 | 42:25 | 01:17 | 00:57 |
 | Witch Blade | 2 | 6.67% | 2.8 | 0.00% | -60.71% | 0.00% | 0.00% | 0.00% | 31:25 | 29:10 | 29:10 | 33:40 | 33:40 | 33:40 | 04:30 | 03:20 |