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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 | |
 | Sange | 6 | 30.00% | 100.0 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 21:37 | 14:44 | 19:42 | 21:05 | 24:51 | 27:48 | 05:09 | 03:48 |
 | Kaya | 5 | 25.00% | 97.5 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 24:14 | 16:39 | 16:39 | 25:42 | 26:52 | 28:33 | 10:13 | 07:34 |
 | Kaya and Sange | 5 | 25.00% | 95.0 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 24:28 | 17:06 | 17:06 | 25:42 | 26:52 | 28:53 | 09:46 | 07:14 |
 | Guardian Greaves | 4 | 20.00% | 92.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 19:46 | 15:51 | 15:51 | 17:43 | 21:21 | 24:08 | 05:30 | 04:04 |
 | Headdress | 8 | 40.00% | 90.0 | 75.00% | +25.00% | -25.00% | -25.00% | 0.00% | 10:16 | 04:26 | 04:30 | 08:46 | 12:53 | 16:03 | 08:23 | 06:12 |
 | Boots of Speed | 20 | 100.00% | 87.5 | 60.00% | +60.00% | 0.00% | -20.00% | -18.75% | 03:21 | 01:58 | 02:25 | 03:03 | 03:29 | 09:14 | 01:04 | 00:47 |
 | Magic Stick | 20 | 100.00% | 85.0 | 60.00% | +60.00% | 0.00% | -20.00% | -20.00% | 01:09 | -01:29 | -01:29 | -01:20 | 02:14 | 07:25 | 03:43 | 02:45 |
 | Magic Wand | 20 | 100.00% | 82.5 | 60.00% | +60.00% | 0.00% | -20.00% | -5.19% | 04:25 | 01:07 | 02:27 | 04:08 | 06:18 | 09:21 | 03:51 | 02:51 |
 | Ring of Health | 18 | 90.00% | 80.0 | 61.11% | +11.11% | +18.89% | -11.11% | -5.71% | 10:57 | 05:03 | 06:59 | 10:33 | 12:14 | 24:49 | 05:15 | 03:53 |
 | Hood of Defiance | 18 | 90.00% | 77.5 | 61.11% | +11.11% | +18.89% | -11.11% | -6.38% | 11:18 | 06:03 | 07:41 | 10:44 | 12:23 | 26:01 | 04:42 | 03:28 |
 | Chainmail | 13 | 65.00% | 75.0 | 61.54% | +4.40% | -28.21% | +5.13% | 6.41% | 09:38 | 04:48 | 06:54 | 08:44 | 12:06 | 18:06 | 05:12 | 03:51 |
 | Buckler | 5 | 25.00% | 72.5 | 80.00% | +26.67% | -80.00% | +20.00% | 0.00% | 16:56 | 14:47 | 14:47 | 16:24 | 17:53 | 20:38 | 03:06 | 02:17 |
 | Pipe of Insight | 5 | 25.00% | 70.0 | 80.00% | +26.67% | -80.00% | +20.00% | 0.00% | 22:17 | 17:20 | 17:20 | 19:12 | 22:41 | 33:58 | 05:21 | 03:57 |
 | Lotus Orb | 5 | 25.00% | 67.5 | 80.00% | +26.67% | +20.00% | +20.00% | 0.00% | 27:31 | 22:32 | 22:32 | 25:38 | 29:59 | 34:37 | 07:27 | 05:31 |
 | Mekansm | 7 | 35.00% | 65.0 | 71.43% | +17.58% | -21.43% | -21.43% | 0.00% | 13:23 | 07:50 | 08:51 | 13:25 | 14:09 | 21:40 | 05:18 | 03:55 |
 | Arcane Boots | 7 | 35.00% | 62.5 | 71.43% | +17.58% | +28.57% | -21.43% | -8.26% | 14:18 | 07:23 | 10:03 | 15:23 | 16:06 | 21:05 | 06:03 | 04:28 |
 | Null Talisman | 8 | 40.00% | 60.0 | 62.50% | +4.17% | -12.50% | +37.50% | 17.86% | 03:37 | 00:55 | 01:38 | 02:52 | 04:26 | 09:00 | 02:48 | 02:04 |
 | Wind Lace | 13 | 65.00% | 57.5 | 53.85% | -17.58% | +46.15% | -20.52% | -7.78% | 07:35 | 01:27 | 03:32 | 06:51 | 12:06 | 14:42 | 08:34 | 06:20 |
 | Power Treads | 6 | 30.00% | 55.0 | 66.67% | +9.53% | -66.67% | +33.33% | 78.95% | 07:59 | 06:27 | 06:51 | 07:24 | 08:07 | 11:30 | 01:16 | 00:56 |
 | Ring of Protection | 6 | 30.00% | 52.5 | 66.67% | +9.53% | -66.67% | +33.33% | 6.09% | 11:09 | -01:29 | -01:28 | 14:59 | 17:53 | 20:38 | 19:21 | 14:20 |
 | Aghanim's Shard | 4 | 20.00% | 50.0 | 75.00% | +18.75% | +25.00% | +25.00% | 0.00% | 27:25 | 20:40 | 20:40 | 29:03 | 29:41 | 30:17 | 09:01 | 06:40 |
 | Void Stone | 12 | 60.00% | 47.5 | 50.00% | -25.00% | +16.67% | -16.67% | -6.35% | 16:18 | 11:38 | 12:39 | 14:39 | 17:54 | 25:37 | 05:15 | 03:53 |
 | Holy Locket | 2 | 10.00% | 45.0 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 25:10 | 22:17 | 22:17 | 28:02 | 28:02 | 28:02 | 05:45 | 04:15 |
 | Aghanim's Scepter | 2 | 10.00% | 42.5 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 32:42 | 24:16 | 24:16 | 41:08 | 41:08 | 41:08 | 16:52 | 12:29 |
 | Eul's Scepter of Divinity | 10 | 50.00% | 40.0 | 50.00% | -20.00% | -16.67% | 0.00% | 3.49% | 15:40 | 11:38 | 12:52 | 15:59 | 17:39 | 19:09 | 04:47 | 03:32 |
 | Phase Boots | 5 | 25.00% | 37.5 | 60.00% | 0.00% | +40.00% | +40.00% | 0.00% | 08:07 | 05:59 | 05:59 | 07:28 | 09:14 | 10:32 | 03:15 | 02:24 |
 | Fluffy Hat | 6 | 30.00% | 35.0 | 50.00% | -14.29% | +50.00% | +50.00% | 0.00% | 17:28 | 03:04 | 12:34 | 15:33 | 24:44 | 27:27 | 12:10 | 09:00 |
 | Bracer | 3 | 15.00% | 32.5 | 66.67% | +7.85% | +33.33% | 0.00% | 0.00% | 00:43 | -01:29 | -01:29 | 01:48 | 01:51 | 01:51 | 03:20 | 02:28 |
 | Shiva's Guard | 1 | 5.00% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 00:00 | 00:00 |
 | Radiance | 1 | 5.00% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:33 | 23:33 | 23:33 | 23:33 | 23:33 | 23:33 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 5.00% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:52 | 15:52 | 15:52 | 15:52 | 15:52 | 15:52 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 5.00% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:51 | 33:51 | 33:51 | 33:51 | 33:51 | 33:51 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 5.00% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 00:00 | 00:00 |
 | Witch Blade | 2 | 10.00% | 17.5 | 50.00% | -11.11% | +50.00% | 0.00% | 0.00% | 13:14 | 12:29 | 12:29 | 13:58 | 13:58 | 13:58 | 01:29 | 01:05 |
 | Quelling Blade | 2 | 10.00% | 15.0 | 50.00% | -11.11% | +50.00% | 0.00% | 0.00% | 06:38 | -01:29 | -01:29 | 14:45 | 14:45 | 14:45 | 16:14 | 12:01 |
 | Force Staff | 4 | 20.00% | 12.5 | 25.00% | -43.75% | +75.00% | -25.00% | 0.00% | 19:59 | 15:28 | 15:28 | 17:33 | 22:09 | 24:44 | 06:41 | 04:57 |
 | Black King Bar | 1 | 5.00% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:45 | 39:45 | 39:45 | 39:45 | 39:45 | 39:45 | 00:00 | 00:00 |
 | Bottle | 1 | 5.00% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:47 | 01:47 | 01:47 | 01:47 | 01:47 | 01:47 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 5.00% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:05 | 25:05 | 25:05 | 25:05 | 25:05 | 25:05 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 5.00% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:51 | 20:51 | 20:51 | 20:51 | 20:51 | 20:51 | 00:00 | 00:00 |