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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 | |
 | Aghanim's Scepter | 4 | 40.00% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 27:54 | 20:48 | 20:48 | 23:35 | 27:44 | 39:28 | 06:56 | 05:08 |
 | Skull Basher | 3 | 30.00% | 97.6 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 29:07 | 27:46 | 27:46 | 28:33 | 31:03 | 31:03 | 03:17 | 02:25 |
 | Sange | 3 | 30.00% | 95.2 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 28:37 | 24:55 | 24:55 | 27:58 | 32:59 | 32:59 | 08:04 | 05:58 |
 | Power Treads | 3 | 30.00% | 92.9 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 08:58 | 06:46 | 06:46 | 07:06 | 13:01 | 13:01 | 06:15 | 04:37 |
 | Quelling Blade | 10 | 100.00% | 90.5 | 70.00% | +70.00% | -3.33% | +30.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 10 | 100.00% | 88.1 | 70.00% | +70.00% | -3.33% | +30.00% | 20.62% | 03:44 | 01:35 | 02:58 | 03:51 | 04:35 | 05:19 | 01:37 | 01:11 |
 | Magic Stick | 10 | 100.00% | 85.7 | 70.00% | +70.00% | -3.33% | -20.00% | -3.32% | 02:33 | -01:29 | -01:28 | 01:08 | 06:29 | 08:44 | 07:57 | 05:53 |
 | Magic Wand | 10 | 100.00% | 83.3 | 70.00% | +70.00% | -3.33% | -20.00% | -3.37% | 04:39 | 01:39 | 02:06 | 02:43 | 07:03 | 09:17 | 04:57 | 03:40 |
 | Chainmail | 8 | 80.00% | 81.0 | 62.50% | -37.50% | +37.50% | +37.50% | 0.00% | 06:12 | 02:11 | 03:17 | 05:01 | 07:11 | 12:47 | 03:54 | 02:53 |
 | Yasha | 2 | 20.00% | 78.6 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 25:40 | 15:58 | 15:58 | 35:22 | 35:22 | 35:22 | 19:24 | 14:22 |
 | Javelin | 4 | 40.00% | 76.2 | 75.00% | +8.33% | +25.00% | +25.00% | 0.00% | 10:22 | 07:50 | 07:50 | 08:05 | 12:03 | 13:31 | 04:13 | 03:07 |
 | Maelstrom | 4 | 40.00% | 73.8 | 75.00% | +8.33% | +25.00% | +25.00% | 0.00% | 16:41 | 11:49 | 11:49 | 12:39 | 18:21 | 23:55 | 06:32 | 04:50 |
 | Phase Boots | 7 | 70.00% | 71.4 | 57.14% | -42.86% | -57.14% | -7.14% | 50.00% | 07:28 | 05:07 | 05:42 | 06:10 | 06:32 | 13:09 | 00:50 | 00:37 |
 | Black King Bar | 5 | 50.00% | 69.0 | 60.00% | -20.00% | +40.00% | -60.00% | -11.76% | 23:15 | 17:28 | 17:28 | 21:54 | 25:58 | 32:50 | 08:30 | 06:17 |
 | Fluffy Hat | 3 | 30.00% | 66.7 | 66.67% | -4.76% | +33.33% | 0.00% | -33.33% | 07:48 | 07:30 | 07:30 | 07:51 | 08:03 | 08:03 | 00:33 | 00:24 |
 | Orb of Venom | 3 | 30.00% | 64.3 | 66.67% | -4.76% | -66.67% | 0.00% | 11.94% | 02:37 | -01:29 | -01:29 | 02:15 | 07:04 | 07:04 | 08:33 | 06:20 |
 | Rod of Atos | 3 | 30.00% | 61.9 | 66.67% | -4.76% | +33.33% | 0.00% | -4.08% | 18:46 | 15:40 | 15:40 | 16:49 | 23:50 | 23:50 | 08:10 | 06:02 |
 | Blight Stone | 3 | 30.00% | 59.5 | 66.67% | -4.76% | -66.67% | 0.00% | 66.67% | 07:57 | 07:25 | 07:25 | 08:02 | 08:25 | 08:25 | 01:00 | 00:44 |
 | Ring of Health | 4 | 40.00% | 57.1 | 50.00% | -33.33% | +50.00% | +50.00% | 0.00% | 15:47 | 08:44 | 08:44 | 08:54 | 14:25 | 31:04 | 05:41 | 04:12 |
 | Crown | 4 | 40.00% | 54.8 | 50.00% | -33.33% | -50.00% | -50.00% | 0.00% | 14:51 | 10:49 | 10:49 | 14:16 | 15:51 | 18:27 | 05:02 | 03:43 |
 | Abyssal Blade | 1 | 10.00% | 52.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:12 | 31:12 | 31:12 | 31:12 | 31:12 | 31:12 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 10.00% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:20 | 25:20 | 25:20 | 25:20 | 25:20 | 25:20 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 10.00% | 47.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 10.00% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:42 | 36:42 | 36:42 | 36:42 | 36:42 | 36:42 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 10.00% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:44 | 31:44 | 31:44 | 31:44 | 31:44 | 31:44 | 00:00 | 00:00 |
 | Manta Style | 1 | 10.00% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:07 | 37:07 | 37:07 | 37:07 | 37:07 | 37:07 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 10.00% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:04 | 02:04 | 02:04 | 02:04 | 02:04 | 02:04 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 10.00% | 35.7 | 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 |
 | Void Stone | 1 | 10.00% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:59 | 28:59 | 28:59 | 28:59 | 28:59 | 28:59 | 00:00 | 00:00 |
 | Wraith Band | 1 | 10.00% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:04 | 03:04 | 03:04 | 03:04 | 03:04 | 03:04 | 00:00 | 00:00 |
 | Null Talisman | 1 | 10.00% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:07 | 02:07 | 02:07 | 02:07 | 02:07 | 02:07 | 00:00 | 00:00 |
 | Vanguard | 1 | 10.00% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:09 | 31:09 | 31:09 | 31:09 | 31:09 | 31:09 | 00:00 | 00:00 |
 | Force Staff | 1 | 10.00% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:32 | 13:32 | 13:32 | 13:32 | 13:32 | 13:32 | 00:00 | 00:00 |
 | Blade Mail | 1 | 10.00% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:15 | 12:15 | 12:15 | 12:15 | 12:15 | 12:15 | 00:00 | 00:00 |
 | Medallion of Courage | 2 | 20.00% | 19.0 | 50.00% | -25.00% | +50.00% | 0.00% | 0.00% | 13:12 | 08:25 | 08:25 | 17:59 | 17:59 | 17:59 | 09:34 | 07:05 |
 | Solar Crest | 2 | 20.00% | 16.7 | 50.00% | -25.00% | -50.00% | 0.00% | 0.00% | 22:30 | 21:49 | 21:49 | 23:10 | 23:10 | 23:10 | 01:21 | 01:00 |
 | Wind Lace | 2 | 20.00% | 14.3 | 50.00% | -25.00% | -50.00% | 0.00% | 0.00% | 22:02 | 21:45 | 21:45 | 22:19 | 22:19 | 22:19 | 00:34 | 00:25 |
 | Orb of Corrosion | 2 | 20.00% | 11.9 | 50.00% | -25.00% | -50.00% | 0.00% | 0.00% | 08:28 | 08:20 | 08:20 | 08:36 | 08:36 | 08:36 | 00:16 | 00:11 |
 | Hood of Defiance | 3 | 30.00% | 9.5 | 33.33% | -52.38% | -33.33% | 0.00% | 5.45% | 10:58 | 08:54 | 08:54 | 09:00 | 15:01 | 15:01 | 06:07 | 04:31 |
 | Pipe of Insight | 1 | 10.00% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:26 | 21:26 | 21:26 | 21:26 | 21:26 | 21:26 | 00:00 | 00:00 |
 | Headdress | 1 | 10.00% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:57 | 20:57 | 20:57 | 20:57 | 20:57 | 20:57 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 10.00% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:52 | 41:52 | 41:52 | 41:52 | 41:52 | 41:52 | 00:00 | 00:00 |