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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 | |
 | Kaya and Sange | 6 | 54.55% | 100.0 | 83.33% | +83.33% | +16.67% | +16.67% | 0.00% | 20:54 | 14:32 | 17:06 | 21:55 | 23:39 | 24:40 | 06:33 | 04:51 |
 | Kaya | 6 | 54.55% | 97.5 | 83.33% | +83.33% | +16.67% | +16.67% | 0.00% | 20:11 | 11:59 | 16:49 | 21:27 | 23:21 | 24:15 | 06:32 | 04:50 |
 | Shiva's Guard | 6 | 54.55% | 95.0 | 83.33% | +83.33% | +16.67% | +16.67% | 0.00% | 36:50 | 22:23 | 30:30 | 33:38 | 38:14 | 1:01:17 | 07:44 | 05:43 |
 | Sange | 8 | 72.73% | 92.5 | 62.50% | +62.50% | +37.50% | -62.50% | -13.99% | 20:17 | 14:10 | 14:58 | 19:58 | 22:07 | 26:39 | 07:09 | 05:17 |
 | Aghanim's Scepter | 2 | 18.18% | 90.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 42:10 | 40:47 | 40:47 | 43:33 | 43:33 | 43:33 | 02:46 | 02:02 |
 | Hood of Defiance | 4 | 36.36% | 87.5 | 75.00% | +46.43% | +25.00% | +25.00% | 0.00% | 11:02 | 07:06 | 07:06 | 09:02 | 12:34 | 15:27 | 05:28 | 04:02 |
 | Force Staff | 4 | 36.36% | 85.0 | 75.00% | +46.43% | +25.00% | +25.00% | 0.00% | 15:34 | 11:13 | 11:13 | 12:07 | 15:00 | 23:55 | 03:47 | 02:48 |
 | Aghanim's Shard | 11 | 100.00% | 82.5 | 45.45% | +45.45% | -12.12% | +21.22% | 11.63% | 17:19 | 15:01 | 15:24 | 16:54 | 18:16 | 22:03 | 02:52 | 02:07 |
 | Magic Wand | 11 | 100.00% | 80.0 | 45.45% | +45.45% | +21.22% | -12.12% | -15.51% | 03:25 | -01:29 | 02:36 | 04:28 | 04:45 | 07:55 | 02:09 | 01:35 |
 | Boots of Speed | 11 | 100.00% | 77.5 | 45.45% | +45.45% | -12.12% | -12.12% | 0.00% | 03:39 | 01:40 | 02:42 | 03:13 | 04:26 | 05:31 | 01:44 | 01:17 |
 | Fluffy Hat | 5 | 45.45% | 75.0 | 60.00% | +26.67% | +40.00% | -60.00% | -5.01% | 16:25 | 03:58 | 03:58 | 14:36 | 23:55 | 29:44 | 19:57 | 14:46 |
 | Magic Stick | 9 | 81.82% | 72.5 | 44.44% | -5.56% | +5.56% | -44.44% | -44.12% | 01:54 | -01:29 | 01:12 | 01:49 | 02:20 | 04:28 | 01:08 | 00:50 |
 | Ring of Health | 6 | 54.55% | 70.0 | 50.00% | +10.00% | +50.00% | -50.00% | -9.29% | 14:10 | 06:30 | 08:48 | 12:22 | 19:34 | 22:35 | 10:46 | 07:58 |
 | Heart of Tarrasque | 3 | 27.27% | 67.5 | 66.67% | +29.17% | +33.33% | 0.00% | 0.00% | 42:03 | 36:04 | 36:04 | 41:23 | 48:43 | 48:43 | 12:39 | 09:22 |
 | Black King Bar | 3 | 27.27% | 65.0 | 66.67% | +29.17% | -66.67% | 0.00% | 0.00% | 34:06 | 22:43 | 22:43 | 35:57 | 43:39 | 43:39 | 20:56 | 15:30 |
 | Wind Lace | 7 | 63.64% | 62.5 | 42.86% | -7.14% | +7.14% | +7.14% | 0.00% | 07:15 | 04:16 | 04:36 | 06:31 | 07:06 | 12:06 | 02:30 | 01:51 |
 | Blink Dagger | 7 | 63.64% | 60.0 | 42.86% | -7.14% | +7.14% | +7.14% | 0.00% | 32:16 | 24:32 | 24:49 | 28:25 | 29:02 | 1:03:29 | 04:13 | 03:07 |
 | Bracer | 4 | 36.36% | 57.5 | 50.00% | +7.14% | +50.00% | -50.00% | -100.00% | 01:33 | 01:13 | 01:13 | 01:27 | 01:37 | 01:55 | 00:24 | 00:17 |
 | Aether Lens | 1 | 9.09% | 55.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:24 | 42:24 | 42:24 | 42:24 | 42:24 | 42:24 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 9.09% | 52.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:43 | 34:43 | 34:43 | 34:43 | 34:43 | 34:43 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 9.09% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:02 | 1:02:02 | 1:02:02 | 1:02:02 | 1:02:02 | 1:02:02 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 9.09% | 47.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:03 | 52:03 | 52:03 | 52:03 | 52:03 | 52:03 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 9.09% | 45.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:19 | 38:19 | 38:19 | 38:19 | 38:19 | 38:19 | 00:00 | 00:00 |
 | Octarine Core | 1 | 9.09% | 42.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:24 | 42:24 | 42:24 | 42:24 | 42:24 | 42:24 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 18.18% | 40.0 | 50.00% | +5.56% | -50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Power Treads | 2 | 18.18% | 37.5 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 06:03 | 05:51 | 05:51 | 06:14 | 06:14 | 06:14 | 00:23 | 00:17 |
 | Void Stone | 3 | 27.27% | 35.0 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 23:42 | 09:22 | 09:22 | 19:34 | 42:09 | 42:09 | 32:47 | 24:17 |
 | Null Talisman | 4 | 36.36% | 32.5 | 25.00% | -32.14% | -25.00% | -25.00% | 0.00% | 01:11 | 00:40 | 00:40 | 01:05 | 01:15 | 01:45 | 00:35 | 00:25 |
 | Spirit Vessel | 6 | 54.55% | 30.0 | 16.67% | -63.33% | -16.67% | -16.67% | 0.00% | 13:36 | 10:27 | 11:44 | 12:03 | 14:42 | 18:56 | 02:58 | 02:11 |
 | Ring of Protection | 6 | 54.55% | 27.5 | 16.67% | -63.33% | +33.33% | -16.67% | -18.52% | 03:48 | 01:29 | 01:47 | 02:21 | 04:29 | 08:19 | 02:42 | 02:00 |
 | Urn of Shadows | 6 | 54.55% | 25.0 | 16.67% | -63.33% | +33.33% | -16.67% | -14.63% | 05:17 | 03:23 | 03:41 | 04:24 | 07:06 | 08:20 | 03:25 | 02:31 |
 | Lotus Orb | 2 | 18.18% | 22.5 | 0.00% | -55.56% | 0.00% | 0.00% | 0.00% | 21:21 | 19:41 | 19:41 | 23:01 | 23:01 | 23:01 | 03:20 | 02:28 |
 | Heaven's Halberd | 1 | 9.09% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:45 | 27:45 | 27:45 | 27:45 | 27:45 | 27:45 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 9.09% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:40 | 40:40 | 40:40 | 40:40 | 40:40 | 40:40 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 9.09% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:58 | 39:58 | 39:58 | 39:58 | 39:58 | 39:58 | 00:00 | 00:00 |
 | Radiance | 1 | 9.09% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:22 | 30:22 | 30:22 | 30:22 | 30:22 | 30:22 | 00:00 | 00:00 |
 | Dagon | 1 | 9.09% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:01 | 31:01 | 31:01 | 31:01 | 31:01 | 31:01 | 00:00 | 00:00 |
 | Crown | 1 | 9.09% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 9.09% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:09 | 11:09 | 11:09 | 11:09 | 11:09 | 11:09 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 9.09% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:40 | 40:40 | 40:40 | 40:40 | 40:40 | 40:40 | 00:00 | 00:00 |