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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 | 4 | 12.12% | 100.0 | 100.00% | +55.17% | 0.00% | 0.00% | 0.00% | 25:17 | 19:36 | 19:36 | 22:08 | 27:58 | 31:26 | 08:22 | 06:11 |
 | Void Stone | 20 | 60.61% | 97.5 | 65.00% | +34.23% | -5.00% | +15.00% | 1.84% | 21:32 | 13:06 | 16:13 | 19:19 | 27:04 | 36:43 | 10:51 | 08:02 |
 | Black King Bar | 8 | 24.24% | 95.0 | 75.00% | +31.00% | -25.00% | +25.00% | 4.95% | 30:18 | 22:55 | 23:35 | 25:45 | 33:41 | 40:38 | 10:06 | 07:28 |
 | Eul's Scepter of Divinity | 18 | 54.55% | 92.5 | 61.11% | +21.11% | -1.11% | +13.89% | 1.68% | 22:22 | 15:50 | 18:14 | 20:11 | 27:10 | 31:14 | 08:56 | 06:37 |
 | Blink Dagger | 33 | 100.00% | 90.0 | 51.52% | +51.52% | -1.52% | +23.48% | 9.38% | 12:30 | 07:30 | 10:54 | 12:41 | 13:34 | 16:40 | 02:40 | 01:58 |
 | Quelling Blade | 33 | 100.00% | 87.5 | 51.52% | +51.52% | -1.52% | -14.02% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Boots of Speed | 33 | 100.00% | 85.0 | 51.52% | +51.52% | -14.02% | -1.52% | 3.36% | 04:41 | 01:49 | 02:39 | 03:58 | 06:22 | 08:20 | 03:43 | 02:45 |
 | Kaya and Sange | 3 | 9.09% | 82.5 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 29:56 | 25:26 | 25:26 | 31:12 | 33:11 | 33:11 | 07:45 | 05:44 |
 | Kaya | 3 | 9.09% | 80.0 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 29:44 | 25:05 | 25:05 | 31:03 | 33:05 | 33:05 | 08:00 | 05:55 |
 | Soul Ring | 15 | 45.45% | 77.5 | 60.00% | +15.56% | +15.00% | +40.00% | 6.07% | 07:47 | 03:03 | 04:40 | 07:28 | 08:47 | 15:48 | 04:07 | 03:02 |
 | Wind Lace | 22 | 66.67% | 75.0 | 54.55% | +9.10% | -37.88% | +5.45% | 3.81% | 12:03 | 03:06 | 05:52 | 13:07 | 17:15 | 31:26 | 11:23 | 08:25 |
 | Magic Stick | 32 | 96.97% | 72.5 | 50.00% | -50.00% | -12.50% | +25.00% | 7.84% | 03:35 | -01:29 | 00:15 | 01:17 | 05:02 | 14:52 | 04:47 | 03:32 |
 | Magic Wand | 30 | 90.91% | 70.0 | 50.00% | -16.67% | 0.00% | +7.14% | 0.90% | 09:19 | 02:06 | 05:16 | 07:53 | 13:12 | 20:48 | 07:56 | 05:52 |
 | Aeon Disk | 9 | 27.27% | 67.5 | 66.67% | +20.84% | +33.33% | +33.33% | 0.00% | 32:24 | 23:25 | 29:06 | 31:51 | 34:59 | 42:20 | 05:53 | 04:21 |
 | Ring of Protection | 19 | 57.58% | 65.0 | 52.63% | +2.63% | -12.63% | -12.63% | 0.00% | 01:45 | -01:29 | -01:29 | -01:21 | 04:09 | 12:35 | 05:38 | 04:10 |
 | Hood of Defiance | 15 | 45.45% | 62.5 | 53.33% | +3.33% | -3.33% | +21.67% | 2.06% | 17:16 | 05:55 | 10:12 | 18:01 | 22:19 | 25:46 | 12:07 | 08:58 |
 | Ring of Health | 18 | 54.55% | 60.0 | 50.00% | -3.33% | +10.00% | 0.00% | -0.54% | 13:20 | 02:37 | 03:29 | 14:01 | 22:04 | 27:33 | 18:35 | 13:45 |
 | Bracer | 8 | 24.24% | 57.5 | 62.50% | +14.50% | -12.50% | -12.50% | 0.00% | 03:39 | 01:38 | 01:57 | 03:05 | 03:55 | 07:55 | 01:58 | 01:27 |
 | Vanguard | 4 | 12.12% | 55.0 | 75.00% | +26.72% | +25.00% | +25.00% | 0.00% | 06:40 | 04:47 | 04:47 | 05:41 | 06:38 | 09:34 | 01:51 | 01:22 |
 | Aghanim's Scepter | 4 | 12.12% | 52.5 | 75.00% | +26.72% | +25.00% | -75.00% | 0.00% | 40:17 | 25:52 | 25:52 | 30:37 | 51:13 | 53:27 | 25:21 | 18:46 |
 | Shiva's Guard | 2 | 6.06% | 50.0 | 100.00% | +51.61% | 0.00% | 0.00% | 0.00% | 36:40 | 36:32 | 36:32 | 36:48 | 36:48 | 36:48 | 00:16 | 00:11 |
 | Phase Boots | 2 | 6.06% | 47.5 | 100.00% | +51.61% | 0.00% | 0.00% | 0.00% | 07:36 | 07:32 | 07:32 | 07:40 | 07:40 | 07:40 | 00:08 | 00:05 |
 | Bottle | 13 | 39.39% | 45.0 | 38.46% | -21.54% | +61.54% | -38.46% | -22.22% | 04:23 | 01:36 | 01:51 | 03:38 | 06:21 | 09:23 | 04:30 | 03:20 |
 | Chainmail | 3 | 9.09% | 42.5 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 15:10 | 06:58 | 06:58 | 07:07 | 31:26 | 31:26 | 24:28 | 18:07 |
 | Lotus Orb | 3 | 9.09% | 40.0 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 31:01 | 22:16 | 22:16 | 31:37 | 39:11 | 39:11 | 16:55 | 12:31 |
 | Headdress | 8 | 24.24% | 37.5 | 37.50% | -18.50% | -37.50% | -37.50% | 0.00% | 23:16 | 17:12 | 19:59 | 22:34 | 23:42 | 29:19 | 03:43 | 02:45 |
 | Tranquil Boots | 8 | 24.24% | 35.0 | 37.50% | -18.50% | -37.50% | +12.50% | 11.19% | 08:27 | 03:18 | 04:19 | 04:56 | 08:47 | 19:40 | 04:28 | 03:18 |
 | Pipe of Insight | 8 | 24.24% | 32.5 | 37.50% | -18.50% | -37.50% | -37.50% | 0.00% | 25:03 | 17:48 | 22:55 | 23:01 | 26:46 | 30:44 | 03:51 | 02:51 |
 | Aghanim's Blessing | 1 | 3.03% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:13 | 51:13 | 51:13 | 51:13 | 51:13 | 51:13 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 3.03% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 3.03% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:12 | 21:12 | 21:12 | 21:12 | 21:12 | 21:12 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 6.06% | 22.5 | 50.00% | -1.61% | -50.00% | 0.00% | 0.00% | 47:20 | 36:49 | 36:49 | 57:51 | 57:51 | 57:51 | 21:02 | 15:34 |
 | Solar Crest | 1 | 3.03% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 3.03% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 00:00 | 00:00 |
 | Crown | 1 | 3.03% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 00:00 | 00:00 |
 | Force Staff | 2 | 6.06% | 12.5 | 0.00% | -54.84% | 0.00% | 0.00% | 0.00% | 22:22 | 19:34 | 19:34 | 25:09 | 25:09 | 25:09 | 05:35 | 04:08 |
 | Ghost Scepter | 2 | 6.06% | 10.0 | 0.00% | -54.84% | 0.00% | 0.00% | 0.00% | 25:19 | 20:44 | 20:44 | 29:54 | 29:54 | 29:54 | 09:10 | 06:47 |
 | Fluffy Hat | 3 | 9.09% | 7.5 | 0.00% | -56.67% | 0.00% | 0.00% | 0.00% | 21:16 | 16:28 | 16:28 | 22:12 | 25:09 | 25:09 | 08:41 | 06:25 |
 | Overwhelming Blink | 1 | 3.03% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:56 | 33:56 | 33:56 | 33:56 | 33:56 | 33:56 | 00:00 | 00:00 |
 | Blight Stone | 1 | 3.03% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 00:00 | 00:00 |