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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 | |
 | Eul's Scepter of Divinity | 10 | 47.62% | 100.0 | 80.00% | +52.73% | -13.33% | +20.00% | 11.83% | 16:08 | 13:16 | 14:18 | 16:01 | 17:07 | 19:03 | 02:49 | 02:05 |
 | Phase Boots | 9 | 42.86% | 97.6 | 77.78% | +44.45% | -27.78% | +22.22% | 37.97% | 07:16 | 05:47 | 05:52 | 06:51 | 07:11 | 10:21 | 01:19 | 00:58 |
 | Chainmail | 18 | 85.71% | 95.1 | 61.11% | +61.11% | +18.89% | -11.11% | -5.10% | 09:25 | 04:28 | 05:17 | 07:51 | 11:10 | 20:27 | 05:53 | 04:21 |
 | Void Stone | 14 | 66.67% | 92.7 | 64.29% | +35.72% | +10.71% | -30.96% | -10.42% | 18:01 | 07:44 | 15:11 | 16:16 | 19:11 | 31:26 | 04:00 | 02:57 |
 | Kaya and Sange | 3 | 14.29% | 90.2 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 25:20 | 20:18 | 20:18 | 20:37 | 35:06 | 35:06 | 14:48 | 10:57 |
 | Kaya | 3 | 14.29% | 87.8 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 25:01 | 19:57 | 19:57 | 20:18 | 34:47 | 34:47 | 14:50 | 10:59 |
 | Wind Lace | 15 | 71.43% | 85.4 | 60.00% | +26.67% | -35.00% | +15.00% | 8.20% | 10:34 | -01:29 | 06:59 | 11:09 | 13:05 | 20:52 | 06:06 | 04:31 |
 | Boots of Speed | 21 | 100.00% | 82.9 | 52.38% | +52.38% | +7.62% | -12.38% | -11.01% | 03:55 | 01:47 | 02:33 | 03:08 | 04:22 | 10:02 | 01:49 | 01:20 |
 | Magic Stick | 21 | 100.00% | 80.5 | 52.38% | +52.38% | +7.62% | -12.38% | -7.84% | 02:36 | -01:29 | -01:22 | 01:31 | 03:55 | 09:31 | 05:17 | 03:54 |
 | Magic Wand | 21 | 100.00% | 78.0 | 52.38% | +52.38% | +27.62% | +7.62% | -3.27% | 05:54 | 00:54 | 03:13 | 04:34 | 09:20 | 12:02 | 06:07 | 04:31 |
 | Null Talisman | 13 | 61.90% | 75.6 | 53.85% | +3.85% | +12.82% | -20.52% | -23.81% | 02:48 | 01:16 | 01:44 | 02:26 | 03:08 | 05:56 | 01:24 | 01:02 |
 | Hood of Defiance | 19 | 90.48% | 73.2 | 47.37% | -52.63% | +12.63% | +32.63% | 11.43% | 10:38 | 06:49 | 08:23 | 09:18 | 10:08 | 30:33 | 01:45 | 01:17 |
 | Ring of Health | 19 | 90.48% | 70.7 | 47.37% | -52.63% | +12.63% | +32.63% | 9.84% | 09:22 | 02:56 | 08:06 | 08:48 | 10:08 | 19:11 | 02:02 | 01:30 |
 | Sange | 4 | 19.05% | 68.3 | 75.00% | +27.94% | -75.00% | +25.00% | 0.00% | 19:07 | 12:14 | 12:14 | 15:54 | 15:54 | 32:24 | 03:40 | 02:42 |
 | Lotus Orb | 8 | 38.10% | 65.9 | 50.00% | -3.85% | -50.00% | 0.00% | 14.29% | 26:43 | 19:12 | 24:50 | 25:43 | 28:20 | 31:40 | 03:30 | 02:35 |
 | Shiva's Guard | 5 | 23.81% | 63.4 | 60.00% | +10.00% | -60.00% | +40.00% | 0.00% | 35:35 | 26:46 | 26:46 | 33:31 | 37:43 | 48:38 | 10:57 | 08:06 |
 | Bracer | 5 | 23.81% | 61.0 | 60.00% | +10.00% | -60.00% | -60.00% | 0.00% | 02:43 | 01:49 | 01:49 | 02:21 | 02:29 | 05:04 | 00:40 | 00:29 |
 | Mekansm | 9 | 42.86% | 58.5 | 44.44% | -13.89% | +55.56% | +5.56% | -13.27% | 13:37 | 08:25 | 11:06 | 14:07 | 14:52 | 19:38 | 03:46 | 02:47 |
 | Headdress | 13 | 61.90% | 56.1 | 38.46% | -36.54% | +28.21% | +28.21% | 0.00% | 13:09 | 04:45 | 10:52 | 11:53 | 15:50 | 19:37 | 04:58 | 03:40 |
 | Guardian Greaves | 6 | 28.57% | 53.7 | 50.00% | -3.33% | +50.00% | -50.00% | -63.16% | 22:20 | 20:09 | 20:30 | 21:25 | 22:05 | 28:04 | 01:35 | 01:10 |
 | Buckler | 6 | 28.57% | 51.2 | 50.00% | -3.33% | 0.00% | -50.00% | -8.31% | 17:19 | 12:54 | 15:17 | 15:55 | 21:18 | 22:06 | 06:01 | 04:27 |
 | Ring of Protection | 6 | 28.57% | 48.8 | 50.00% | -3.33% | 0.00% | -50.00% | -9.01% | 17:14 | 12:54 | 15:16 | 15:55 | 20:49 | 22:06 | 05:33 | 04:06 |
 | Solar Crest | 3 | 14.29% | 46.3 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 25:22 | 23:30 | 23:30 | 25:40 | 26:56 | 26:56 | 03:26 | 02:32 |
 | Pipe of Insight | 8 | 38.10% | 43.9 | 37.50% | -24.04% | +12.50% | +12.50% | 0.00% | 24:36 | 18:06 | 18:19 | 19:20 | 21:55 | 53:54 | 03:36 | 02:40 |
 | Blight Stone | 4 | 19.05% | 41.5 | 50.00% | -2.94% | +50.00% | +50.00% | 0.00% | 22:00 | 20:50 | 20:50 | 21:20 | 21:34 | 24:15 | 00:44 | 00:32 |
 | Crown | 4 | 19.05% | 39.0 | 50.00% | -2.94% | -50.00% | +50.00% | 0.00% | 23:39 | 22:25 | 22:25 | 22:59 | 24:16 | 24:54 | 01:51 | 01:22 |
 | Medallion of Courage | 4 | 19.05% | 36.6 | 50.00% | -2.94% | +50.00% | +50.00% | 0.00% | 22:05 | 20:50 | 20:50 | 21:20 | 21:55 | 24:15 | 01:05 | 00:48 |
 | Arcane Boots | 9 | 42.86% | 34.1 | 33.33% | -33.34% | +16.67% | -33.33% | -9.04% | 18:58 | 12:00 | 13:37 | 16:16 | 19:09 | 31:55 | 05:32 | 04:05 |
 | Eternal Shroud | 1 | 4.76% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 00:00 | 00:00 |
 | Radiance | 1 | 4.76% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 4.76% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:53 | 43:53 | 43:53 | 43:53 | 43:53 | 43:53 | 00:00 | 00:00 |
 | Black King Bar | 1 | 4.76% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:08 | 33:08 | 33:08 | 33:08 | 33:08 | 33:08 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 4.76% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 9.52% | 19.5 | 50.00% | -2.63% | +50.00% | 0.00% | 0.00% | 23:18 | 22:33 | 22:33 | 24:03 | 24:03 | 24:03 | 01:30 | 01:06 |
 | Power Treads | 3 | 14.29% | 17.1 | 33.33% | -22.23% | -33.33% | 0.00% | 0.00% | 07:57 | 05:35 | 05:35 | 06:45 | 11:30 | 11:30 | 05:55 | 04:22 |
 | Aeon Disk | 4 | 19.05% | 14.6 | 25.00% | -33.82% | -25.00% | -25.00% | 0.00% | 38:57 | 33:22 | 33:22 | 36:41 | 38:03 | 47:40 | 04:41 | 03:28 |
 | Tranquil Boots | 1 | 4.76% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:21 | 06:21 | 06:21 | 06:21 | 06:21 | 06:21 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 4.76% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:30 | 16:30 | 16:30 | 16:30 | 16:30 | 16:30 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 4.76% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 4.76% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:23 | 02:23 | 02:23 | 02:23 | 02:23 | 02:23 | 00:00 | 00:00 |
 | Blink Dagger | 2 | 9.52% | 2.4 | 0.00% | -57.89% | 0.00% | 0.00% | 0.00% | 44:30 | 34:00 | 34:00 | 55:00 | 55:00 | 55:00 | 21:00 | 15:33 |