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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 | 17 | 70.83% | 100.0 | 64.71% | +36.14% | +35.29% | -14.71% | -10.10% | 18:30 | 12:44 | 14:42 | 18:14 | 19:39 | 37:30 | 04:57 | 03:40 |
 | Kaya | 21 | 87.50% | 97.7 | 57.14% | +23.81% | +2.86% | -37.14% | -5.73% | 16:33 | 10:05 | 11:26 | 14:14 | 18:25 | 34:37 | 06:59 | 05:10 |
 | Sange | 21 | 87.50% | 95.5 | 57.14% | +23.81% | +22.86% | +2.86% | -3.39% | 18:32 | 12:44 | 14:37 | 17:51 | 20:31 | 37:05 | 05:54 | 04:22 |
 | Magic Stick | 19 | 79.17% | 93.2 | 57.89% | +17.89% | +2.11% | +2.11% | 0.00% | 01:58 | -01:29 | 01:17 | 02:12 | 02:32 | 08:19 | 01:15 | 00:55 |
 | Arcane Boots | 24 | 100.00% | 90.9 | 54.17% | +54.17% | +29.16% | -20.84% | -18.29% | 07:50 | 05:24 | 06:04 | 06:47 | 08:48 | 12:13 | 02:44 | 02:01 |
 | Boots of Speed | 24 | 100.00% | 88.6 | 54.17% | +54.17% | +12.50% | -20.84% | -12.99% | 05:06 | 03:13 | 03:38 | 04:02 | 06:12 | 09:17 | 02:34 | 01:54 |
 | Ring of Health | 22 | 91.67% | 86.4 | 54.55% | +4.55% | +28.78% | +5.45% | -3.02% | 08:44 | 01:36 | 02:52 | 07:05 | 10:36 | 33:26 | 07:44 | 05:43 |
 | Octarine Core | 13 | 54.17% | 84.1 | 61.54% | +16.09% | -28.21% | +38.46% | 4.43% | 25:28 | 14:18 | 15:49 | 24:33 | 30:53 | 43:06 | 15:04 | 11:09 |
 | Vanguard | 19 | 79.17% | 81.8 | 52.63% | -7.37% | +7.37% | -32.63% | -12.70% | 08:56 | 04:52 | 06:47 | 09:26 | 09:56 | 14:23 | 03:09 | 02:20 |
 | Void Stone | 22 | 91.67% | 79.5 | 50.00% | -50.00% | -16.67% | -10.00% | 0.81% | 22:03 | 11:58 | 17:38 | 20:31 | 25:53 | 39:06 | 08:15 | 06:06 |
 | Magic Wand | 22 | 91.67% | 77.3 | 50.00% | -50.00% | 0.00% | +10.00% | 2.33% | 04:42 | -01:29 | 02:35 | 04:32 | 06:52 | 15:08 | 04:17 | 03:10 |
 | Ring of Protection | 17 | 70.83% | 75.0 | 52.94% | -4.20% | +22.06% | -2.94% | -6.94% | 09:36 | 04:41 | 07:38 | 08:52 | 11:14 | 15:33 | 03:36 | 02:40 |
 | Soul Ring | 17 | 70.83% | 72.7 | 52.94% | -4.20% | +22.06% | -2.94% | -7.69% | 10:09 | 06:57 | 07:59 | 09:29 | 11:14 | 16:01 | 03:15 | 02:24 |
 | Lotus Orb | 9 | 37.50% | 70.5 | 55.56% | +2.23% | -5.56% | -5.56% | 0.00% | 23:51 | 16:30 | 18:33 | 20:55 | 26:55 | 37:36 | 08:22 | 06:11 |
 | Pipe of Insight | 4 | 16.67% | 68.2 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 21:25 | 17:12 | 17:12 | 20:47 | 22:55 | 24:44 | 05:43 | 04:14 |
 | Bottle | 10 | 41.67% | 65.9 | 50.00% | -7.14% | +16.67% | 0.00% | -16.67% | 01:29 | 01:14 | 01:23 | 01:27 | 01:36 | 01:45 | 00:13 | 00:09 |
 | Blink Dagger | 10 | 41.67% | 63.6 | 50.00% | -7.14% | +16.67% | -50.00% | -13.51% | 23:26 | 15:52 | 18:58 | 20:13 | 23:54 | 43:18 | 04:56 | 03:39 |
 | Aghanim's Shard | 8 | 33.33% | 61.4 | 50.00% | -6.25% | 0.00% | 0.00% | 0.00% | 34:36 | 29:10 | 29:52 | 31:41 | 35:51 | 44:12 | 05:59 | 04:25 |
 | Headdress | 5 | 20.83% | 59.1 | 60.00% | +7.37% | +40.00% | +40.00% | 0.00% | 19:03 | 13:29 | 13:29 | 20:37 | 22:07 | 23:19 | 08:38 | 06:23 |
 | Aghanim's Scepter | 6 | 25.00% | 56.8 | 50.00% | -5.56% | 0.00% | -50.00% | -3.67% | 31:00 | 20:08 | 23:58 | 29:52 | 37:35 | 39:18 | 13:37 | 10:05 |
 | Boots of Travel | 3 | 12.50% | 54.5 | 66.67% | +14.29% | -66.67% | 0.00% | 0.00% | 35:24 | 31:37 | 31:37 | 33:27 | 41:09 | 41:09 | 09:32 | 07:03 |
 | Linken's Sphere | 4 | 16.67% | 52.3 | 50.00% | -5.00% | +50.00% | -50.00% | 0.00% | 34:28 | 26:14 | 26:14 | 33:54 | 37:22 | 40:21 | 11:08 | 08:14 |
 | Cornucopia | 4 | 16.67% | 50.0 | 50.00% | -5.00% | +50.00% | -50.00% | 0.00% | 34:10 | 25:06 | 25:06 | 33:54 | 37:18 | 40:21 | 12:12 | 09:02 |
 | Bloodstone | 1 | 4.17% | 47.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:55 | 29:55 | 29:55 | 29:55 | 29:55 | 29:55 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 4.17% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:56 | 35:56 | 35:56 | 35:56 | 35:56 | 35:56 | 00:00 | 00:00 |
 | Heaven's Halberd | 5 | 20.83% | 43.2 | 40.00% | -17.89% | -40.00% | -40.00% | 0.00% | 22:05 | 14:23 | 14:23 | 23:12 | 24:27 | 26:52 | 10:04 | 07:27 |
 | Black King Bar | 6 | 25.00% | 40.9 | 33.33% | -27.78% | +16.67% | -33.33% | -2.92% | 30:05 | 20:18 | 22:19 | 24:38 | 39:27 | 42:02 | 17:08 | 12:41 |
 | Bracer | 6 | 25.00% | 38.6 | 33.33% | -27.78% | +16.67% | +66.67% | 20.98% | 03:35 | 01:21 | 02:11 | 03:52 | 04:34 | 05:36 | 02:23 | 01:45 |
 | Eul's Scepter of Divinity | 3 | 12.50% | 36.4 | 33.33% | -23.81% | -33.33% | 0.00% | 0.00% | 25:23 | 14:11 | 14:11 | 25:58 | 36:01 | 36:01 | 21:50 | 16:10 |
 | Boots of Travel 2 | 3 | 12.50% | 34.1 | 33.33% | -23.81% | +66.67% | 0.00% | 0.00% | 51:10 | 41:57 | 41:57 | 46:31 | 1:05:02 | 1:05:02 | 23:05 | 17:05 |
 | Wind Lace | 3 | 12.50% | 31.8 | 33.33% | -23.81% | -33.33% | 0.00% | 0.00% | 20:50 | 03:34 | 03:34 | 23:59 | 34:56 | 34:56 | 31:22 | 23:14 |
 | Scythe of Vyse | 6 | 25.00% | 29.5 | 16.67% | -50.00% | +33.33% | -16.67% | -7.61% | 37:50 | 30:40 | 32:32 | 34:13 | 39:06 | 56:03 | 06:34 | 04:51 |
 | Quelling Blade | 3 | 12.50% | 27.3 | 0.00% | -61.90% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Buckler | 1 | 4.17% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:39 | 19:39 | 19:39 | 19:39 | 19:39 | 19:39 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 4.17% | 22.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 00:00 | 00:00 |
 | Mekansm | 1 | 4.17% | 20.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:41 | 16:41 | 16:41 | 16:41 | 16:41 | 16:41 | 00:00 | 00:00 |
 | Chainmail | 1 | 4.17% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:42 | 15:42 | 15:42 | 15:42 | 15:42 | 15:42 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 4.17% | 15.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:41 | 17:41 | 17:41 | 17:41 | 17:41 | 17:41 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 8.33% | 13.6 | 0.00% | -59.09% | 0.00% | 0.00% | 0.00% | 31:02 | 27:51 | 27:51 | 34:12 | 34:12 | 34:12 | 06:21 | 04:42 |
 | Aghanim's Blessing | 1 | 4.17% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 4.17% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:40 | 46:40 | 46:40 | 46:40 | 46:40 | 46:40 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 4.17% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:12 | 16:12 | 16:12 | 16:12 | 16:12 | 16:12 | 00:00 | 00:00 |
 | Wind Waker | 1 | 4.17% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:22 | 54:22 | 54:22 | 54:22 | 54:22 | 54:22 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 4.17% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:32 | 20:32 | 20:32 | 20:32 | 20:32 | 20:32 | 00:00 | 00:00 |