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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 | |
 | Black King Bar | 14 | 53.85% | 100.0 | 71.43% | +38.10% | +3.57% | -4.76% | -0.83% | 32:58 | 19:35 | 27:37 | 31:44 | 37:38 | 53:15 | 10:01 | 07:25 |
 | Eul's Scepter of Divinity | 3 | 11.54% | 97.6 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 21:07 | 20:37 | 20:37 | 20:54 | 21:49 | 21:49 | 01:12 | 00:53 |
 | Boots of Speed | 26 | 100.00% | 95.1 | 53.85% | +53.85% | -10.99% | -3.85% | 1.43% | 06:31 | -01:29 | 04:33 | 07:21 | 09:33 | 14:04 | 05:00 | 03:42 |
 | Magic Stick | 22 | 84.62% | 92.7 | 54.55% | +4.55% | +28.78% | -14.55% | -7.56% | 04:13 | -01:29 | 01:34 | 05:15 | 07:18 | 09:17 | 05:44 | 04:14 |
 | Ring of Basilius | 5 | 19.23% | 90.2 | 80.00% | +32.38% | +20.00% | +20.00% | 0.00% | 11:57 | 06:08 | 06:08 | 12:33 | 13:05 | 16:46 | 06:57 | 05:08 |
 | Crown | 5 | 19.23% | 87.8 | 80.00% | +32.38% | +20.00% | +20.00% | 0.00% | 09:46 | -01:22 | -01:22 | 09:40 | 14:39 | 16:24 | 16:01 | 11:51 |
 | Magic Wand | 14 | 53.85% | 85.4 | 57.14% | +7.14% | +17.86% | +42.86% | 6.49% | 11:58 | 03:40 | 10:09 | 10:51 | 14:00 | 22:37 | 03:51 | 02:51 |
 | Urn of Shadows | 17 | 65.38% | 82.9 | 52.94% | -2.62% | -2.94% | -27.94% | -7.94% | 06:34 | 03:27 | 04:07 | 05:22 | 07:16 | 15:50 | 03:09 | 02:20 |
 | Wind Lace | 13 | 50.00% | 80.5 | 53.85% | 0.00% | +12.82% | +12.82% | 0.00% | 12:51 | 03:41 | 04:27 | 13:34 | 17:37 | 25:27 | 13:10 | 09:45 |
 | Ring of Protection | 19 | 73.08% | 78.0 | 47.37% | -24.06% | +32.63% | -27.37% | -11.15% | 06:41 | -01:29 | 01:05 | 04:25 | 06:28 | 51:54 | 05:23 | 03:59 |
 | Tranquil Boots | 11 | 42.31% | 75.6 | 54.55% | +1.22% | +12.12% | +12.12% | 0.00% | 13:44 | 04:55 | 07:25 | 12:18 | 17:59 | 26:03 | 10:34 | 07:49 |
 | Veil of Discord | 4 | 15.38% | 73.2 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 15:28 | 09:27 | 09:27 | 16:46 | 16:55 | 18:43 | 07:28 | 05:31 |
 | Spirit Vessel | 7 | 26.92% | 70.7 | 57.14% | +4.51% | +42.86% | +42.86% | 0.00% | 24:14 | 17:02 | 20:34 | 24:11 | 25:15 | 35:36 | 04:41 | 03:28 |
 | Void Stone | 5 | 19.23% | 68.3 | 60.00% | +7.62% | -60.00% | -60.00% | 0.00% | 23:25 | 16:56 | 16:56 | 20:00 | 21:37 | 39:02 | 04:41 | 03:28 |
 | Aghanim's Shard | 6 | 23.08% | 65.9 | 50.00% | -5.00% | +50.00% | -50.00% | -6.02% | 43:57 | 30:20 | 34:10 | 41:25 | 50:46 | 59:54 | 16:36 | 12:17 |
 | Chainmail | 1 | 3.85% | 63.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:04 | 42:04 | 42:04 | 42:04 | 42:04 | 42:04 | 00:00 | 00:00 |
 | Blade Mail | 1 | 3.85% | 61.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:04 | 42:04 | 42:04 | 42:04 | 42:04 | 42:04 | 00:00 | 00:00 |
 | Bracer | 1 | 3.85% | 58.5 | 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 |
 | Lotus Orb | 1 | 3.85% | 56.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 00:00 | 00:00 |
 | Ring of Health | 1 | 3.85% | 53.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:45 | 33:45 | 33:45 | 33:45 | 33:45 | 33:45 | 00:00 | 00:00 |
 | Fluffy Hat | 5 | 19.23% | 51.2 | 40.00% | -17.14% | +60.00% | -40.00% | -11.88% | 15:17 | 09:52 | 09:52 | 14:56 | 18:17 | 22:09 | 08:25 | 06:14 |
 | Orb of Venom | 5 | 19.23% | 48.8 | 40.00% | -17.14% | +60.00% | -40.00% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:22 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 7.69% | 46.3 | 50.00% | -4.17% | +50.00% | 0.00% | 0.00% | 42:59 | 40:36 | 40:36 | 45:22 | 45:22 | 45:22 | 04:46 | 03:31 |
 | Arcane Boots | 2 | 7.69% | 43.9 | 50.00% | -4.17% | -50.00% | 0.00% | 0.00% | 31:40 | 29:25 | 29:25 | 33:54 | 33:54 | 33:54 | 04:29 | 03:19 |
 | Quelling Blade | 2 | 7.69% | 41.5 | 50.00% | -4.17% | -50.00% | 0.00% | 0.00% | -00:13 | -01:29 | -01:29 | 01:03 | 01:03 | 01:03 | 02:32 | 01:52 |
 | Blink Dagger | 3 | 11.54% | 39.0 | 33.33% | -23.19% | -33.33% | 0.00% | 0.00% | 42:34 | 32:06 | 32:06 | 40:00 | 55:35 | 55:35 | 23:29 | 17:23 |
 | Force Staff | 3 | 11.54% | 36.6 | 33.33% | -23.19% | -33.33% | 0.00% | 0.00% | 25:53 | 24:29 | 24:29 | 26:23 | 26:47 | 26:47 | 02:18 | 01:42 |
 | Power Treads | 3 | 11.54% | 34.1 | 33.33% | -23.19% | -33.33% | 0.00% | 0.00% | 14:03 | 07:31 | 07:31 | 14:03 | 20:35 | 20:35 | 13:04 | 09:40 |
 | Aghanim's Scepter | 4 | 15.38% | 31.7 | 25.00% | -34.09% | -25.00% | -25.00% | 0.00% | 42:45 | 27:28 | 27:28 | 35:29 | 46:00 | 1:02:02 | 18:32 | 13:43 |
 | Soul Ring | 1 | 3.85% | 29.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:28 | 13:28 | 13:28 | 13:28 | 13:28 | 13:28 | 00:00 | 00:00 |
 | Yasha | 1 | 3.85% | 26.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:48 | 33:48 | 33:48 | 33:48 | 33:48 | 33:48 | 00:00 | 00:00 |
 | Sange | 1 | 3.85% | 24.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 3.85% | 22.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:48 | 33:48 | 33:48 | 33:48 | 33:48 | 33:48 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 3.85% | 19.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:34 | 52:34 | 52:34 | 52:34 | 52:34 | 52:34 | 00:00 | 00:00 |
 | Aether Lens | 1 | 3.85% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:02 | 39:02 | 39:02 | 39:02 | 39:02 | 39:02 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 3.85% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:33 | 12:33 | 12:33 | 12:33 | 12:33 | 12:33 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 3.85% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 00:00 | 00:00 |
 | Buckler | 1 | 3.85% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:54 | 51:54 | 51:54 | 51:54 | 51:54 | 51:54 | 00:00 | 00:00 |
 | Bottle | 1 | 3.85% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:39 | 01:39 | 01:39 | 01:39 | 01:39 | 01:39 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 7.69% | 4.9 | 0.00% | -58.33% | 0.00% | 0.00% | 0.00% | 38:52 | 34:38 | 34:38 | 43:05 | 43:05 | 43:05 | 08:27 | 06:15 |
 | Heart of Tarrasque | 1 | 3.85% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:58 | 26:58 | 26:58 | 26:58 | 26:58 | 26:58 | 00:00 | 00:00 |