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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 Shard | 7 | 53.85% | 100.0 | 57.14% | +40.47% | -7.14% | -7.14% | 0.00% | 26:27 | 17:29 | 19:02 | 23:01 | 25:31 | 46:44 | 06:29 | 04:48 |
 | Magic Stick | 11 | 84.62% | 97.8 | 45.45% | +45.45% | +21.22% | -12.12% | -5.73% | 05:03 | -01:29 | 01:19 | 06:06 | 07:08 | 12:32 | 05:49 | 04:18 |
 | Blink Dagger | 13 | 100.00% | 95.7 | 38.46% | +38.46% | -38.46% | -5.13% | 14.60% | 13:00 | 09:34 | 10:55 | 12:29 | 13:12 | 22:11 | 02:17 | 01:41 |
 | Boots of Speed | 13 | 100.00% | 93.5 | 38.46% | +38.46% | -38.46% | -38.46% | 0.00% | 05:32 | 01:54 | 03:20 | 05:48 | 06:52 | 09:31 | 03:32 | 02:37 |
 | Magic Wand | 13 | 100.00% | 91.3 | 38.46% | +38.46% | -5.13% | -38.46% | -3.12% | 08:05 | -01:29 | 01:52 | 07:36 | 12:33 | 22:02 | 10:41 | 07:54 |
 | Ring of Health | 9 | 69.23% | 89.1 | 44.44% | +19.44% | +5.56% | +5.56% | 0.00% | 05:10 | 01:56 | 01:57 | 03:16 | 04:21 | 18:32 | 02:24 | 01:46 |
 | Aghanim's Scepter | 6 | 46.15% | 87.0 | 50.00% | +21.43% | 0.00% | -50.00% | -5.99% | 27:44 | 19:01 | 21:34 | 27:12 | 29:55 | 39:32 | 08:21 | 06:11 |
 | Overwhelming Blink | 3 | 23.08% | 84.8 | 66.67% | +36.67% | -66.67% | 0.00% | 3.51% | 50:40 | 39:57 | 39:57 | 53:08 | 58:56 | 58:56 | 18:59 | 14:03 |
 | Boots of Travel | 8 | 61.54% | 82.6 | 37.50% | -2.50% | +62.50% | -37.50% | -4.71% | 37:37 | 24:51 | 25:48 | 30:42 | 47:02 | 50:40 | 21:14 | 15:43 |
 | Vanguard | 8 | 61.54% | 80.4 | 37.50% | -2.50% | +12.50% | -37.50% | -31.25% | 06:38 | 04:47 | 05:10 | 06:17 | 06:46 | 09:31 | 01:36 | 01:11 |
 | Crystalys | 1 | 7.69% | 78.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:41 | 23:41 | 23:41 | 23:41 | 23:41 | 23:41 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 7.69% | 76.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:24 | 46:24 | 46:24 | 46:24 | 46:24 | 46:24 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 7.69% | 73.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:38 | 1:02:38 | 1:02:38 | 1:02:38 | 1:02:38 | 1:02:38 | 00:00 | 00:00 |
 | Sange | 1 | 7.69% | 71.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:36 | 44:36 | 44:36 | 44:36 | 44:36 | 44:36 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 7.69% | 69.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:13 | 45:13 | 45:13 | 45:13 | 45:13 | 45:13 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 7.69% | 67.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:28 | 54:28 | 54:28 | 54:28 | 54:28 | 54:28 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 7.69% | 65.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:33 | 37:33 | 37:33 | 37:33 | 37:33 | 37:33 | 00:00 | 00:00 |
 | Cornucopia | 1 | 7.69% | 63.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:24 | 46:24 | 46:24 | 46:24 | 46:24 | 46:24 | 00:00 | 00:00 |
 | Bracer | 1 | 7.69% | 60.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:03 | 02:03 | 02:03 | 02:03 | 02:03 | 02:03 | 00:00 | 00:00 |
 | Wind Lace | 5 | 38.46% | 58.7 | 40.00% | +2.50% | +60.00% | -40.00% | -6.99% | 15:48 | 06:24 | 06:24 | 12:31 | 20:42 | 29:36 | 14:18 | 10:35 |
 | Arcane Boots | 6 | 46.15% | 56.5 | 33.33% | -9.53% | -33.33% | -33.33% | 0.00% | 08:00 | 04:44 | 05:58 | 07:22 | 09:12 | 12:16 | 03:14 | 02:23 |
 | Quelling Blade | 8 | 61.54% | 54.3 | 25.00% | -35.00% | +25.00% | -25.00% | 0.00% | 00:37 | -01:29 | -01:29 | -01:29 | -01:29 | 15:16 | 00:00 | 00:00 |
 | Void Stone | 8 | 61.54% | 52.2 | 25.00% | -35.00% | +25.00% | +25.00% | 0.00% | 30:05 | 17:05 | 18:32 | 28:21 | 31:17 | 51:40 | 12:45 | 09:26 |
 | Crimson Guard | 2 | 15.38% | 50.0 | 50.00% | +13.64% | -50.00% | 0.00% | 0.00% | 24:30 | 20:18 | 20:18 | 28:41 | 28:41 | 28:41 | 08:23 | 06:12 |
 | Octarine Core | 2 | 15.38% | 47.8 | 50.00% | +13.64% | -50.00% | 0.00% | 0.00% | 41:45 | 31:41 | 31:41 | 51:49 | 51:49 | 51:49 | 20:08 | 14:54 |
 | Guardian Greaves | 2 | 15.38% | 45.7 | 50.00% | +13.64% | +50.00% | 0.00% | 0.00% | 18:36 | 16:13 | 16:13 | 20:59 | 20:59 | 20:59 | 04:46 | 03:31 |
 | Scythe of Vyse | 2 | 15.38% | 43.5 | 50.00% | +13.64% | +50.00% | 0.00% | 0.00% | 37:03 | 36:54 | 36:54 | 37:12 | 37:12 | 37:12 | 00:18 | 00:13 |
 | Wraith Band | 2 | 15.38% | 41.3 | 50.00% | +13.64% | +50.00% | 0.00% | 0.00% | 17:38 | 06:34 | 06:34 | 28:41 | 28:41 | 28:41 | 22:07 | 16:22 |
 | Null Talisman | 2 | 15.38% | 39.1 | 50.00% | +13.64% | -50.00% | 0.00% | 0.00% | 06:52 | 05:50 | 05:50 | 07:54 | 07:54 | 07:54 | 02:04 | 01:31 |
 | Mekansm | 2 | 15.38% | 37.0 | 50.00% | +13.64% | +50.00% | 0.00% | 0.00% | 14:16 | 12:20 | 12:20 | 16:11 | 16:11 | 16:11 | 03:51 | 02:51 |
 | Buckler | 2 | 15.38% | 34.8 | 50.00% | +13.64% | +50.00% | 0.00% | 0.00% | 15:19 | 13:37 | 13:37 | 17:00 | 17:00 | 17:00 | 03:23 | 02:30 |
 | Chainmail | 2 | 15.38% | 32.6 | 50.00% | +13.64% | +50.00% | 0.00% | 0.00% | 11:37 | 10:02 | 10:02 | 13:12 | 13:12 | 13:12 | 03:10 | 02:20 |
 | Eul's Scepter of Divinity | 2 | 15.38% | 30.4 | 50.00% | +13.64% | +50.00% | 0.00% | 0.00% | 28:34 | 25:43 | 25:43 | 31:25 | 31:25 | 31:25 | 05:42 | 04:13 |
 | Helm of Iron Will | 3 | 23.08% | 28.3 | 33.33% | -6.67% | -33.33% | 0.00% | 1.52% | 28:14 | 18:42 | 18:42 | 25:20 | 40:41 | 40:41 | 21:59 | 16:17 |
 | Headdress | 3 | 23.08% | 26.1 | 33.33% | -6.67% | +66.67% | 0.00% | -7.27% | 12:57 | 08:00 | 08:00 | 13:40 | 17:10 | 17:10 | 09:10 | 06:47 |
 | Black King Bar | 4 | 30.77% | 23.9 | 25.00% | -19.44% | -25.00% | +75.00% | 10.24% | 29:00 | 23:03 | 23:03 | 25:14 | 32:49 | 34:55 | 09:46 | 07:14 |
 | Lotus Orb | 4 | 30.77% | 21.7 | 25.00% | -19.44% | -25.00% | -25.00% | 0.00% | 24:01 | 17:05 | 17:05 | 18:43 | 28:59 | 31:17 | 11:54 | 08:48 |
 | Ring of Protection | 4 | 30.77% | 19.6 | 25.00% | -19.44% | -25.00% | +75.00% | 0.00% | 02:12 | -01:29 | -01:29 | -01:29 | -01:29 | 13:15 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 7.69% | 17.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:08 | 14:08 | 14:08 | 14:08 | 14:08 | 14:08 | 00:00 | 00:00 |
 | Bottle | 2 | 15.38% | 15.2 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 01:34 | 01:30 | 01:30 | 01:38 | 01:38 | 01:38 | 00:08 | 00:05 |
 | Kaya | 1 | 7.69% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:29 | 48:29 | 48:29 | 48:29 | 48:29 | 48:29 | 00:00 | 00:00 |
 | Aether Lens | 1 | 7.69% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 00:00 | 00:00 |
 | Nullifier | 1 | 7.69% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:04 | 41:04 | 41:04 | 41:04 | 41:04 | 41:04 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 7.69% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:39 | 17:39 | 17:39 | 17:39 | 17:39 | 17:39 | 00:00 | 00:00 |
 | Force Staff | 1 | 7.69% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:15 | 16:15 | 16:15 | 16:15 | 16:15 | 16:15 | 00:00 | 00:00 |
 | Heart of Tarrasque | 2 | 15.38% | 2.2 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 33:45 | 25:35 | 25:35 | 41:55 | 41:55 | 41:55 | 16:20 | 12:05 |