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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 | |
 | Boots of Bearing | 4 | 14.29% | 100.0 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 26:29 | 18:19 | 18:19 | 21:36 | 23:44 | 42:17 | 05:25 | 04:00 |
 | Kaya | 4 | 14.29% | 97.8 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 21:01 | 18:00 | 18:00 | 20:00 | 22:41 | 23:22 | 04:41 | 03:28 |
 | Sange | 4 | 14.29% | 95.7 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 24:59 | 21:16 | 21:16 | 24:50 | 26:54 | 26:54 | 05:38 | 04:10 |
 | Kaya and Sange | 4 | 14.29% | 93.5 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 25:12 | 21:31 | 21:31 | 24:50 | 27:01 | 27:24 | 05:30 | 04:04 |
 | Drum of Endurance | 6 | 21.43% | 91.3 | 83.33% | +42.42% | +16.67% | +16.67% | 0.00% | 16:00 | 13:41 | 15:21 | 15:29 | 15:47 | 19:59 | 00:26 | 00:19 |
 | Ring of Health | 10 | 35.71% | 89.1 | 70.00% | +31.11% | -3.33% | +30.00% | 1.42% | 13:07 | 02:47 | 03:00 | 03:43 | 26:30 | 31:09 | 23:30 | 17:24 |
 | Lotus Orb | 3 | 10.71% | 87.0 | 100.00% | +56.00% | 0.00% | 0.00% | 0.00% | 25:30 | 16:54 | 16:54 | 28:24 | 31:11 | 31:11 | 14:17 | 10:34 |
 | Wind Lace | 26 | 92.86% | 84.8 | 53.85% | +53.85% | +31.86% | +12.82% | -4.22% | 05:48 | -01:29 | 03:50 | 05:23 | 08:21 | 11:36 | 04:31 | 03:20 |
 | Magic Wand | 22 | 78.57% | 82.6 | 54.55% | +21.22% | -4.55% | +25.45% | 7.03% | 08:01 | 02:13 | 06:05 | 08:27 | 10:21 | 13:46 | 04:16 | 03:09 |
 | Boots of Speed | 28 | 100.00% | 80.4 | 50.00% | +50.00% | -7.14% | +7.14% | 5.29% | 03:11 | -01:29 | 01:58 | 03:01 | 04:40 | 08:02 | 02:42 | 02:00 |
 | Ring of Protection | 5 | 17.86% | 78.3 | 80.00% | +36.52% | +20.00% | +20.00% | 0.00% | 01:53 | -01:29 | -01:29 | -01:29 | -01:29 | 15:21 | 00:00 | 00:00 |
 | Tranquil Boots | 7 | 25.00% | 76.1 | 71.43% | +28.57% | +28.57% | -21.43% | -25.42% | 09:30 | 03:17 | 06:23 | 07:45 | 08:21 | 23:00 | 01:58 | 01:27 |
 | Aghanim's Scepter | 7 | 25.00% | 73.9 | 71.43% | +28.57% | -21.43% | +28.57% | 10.03% | 32:58 | 25:32 | 30:37 | 33:36 | 35:36 | 37:14 | 04:59 | 03:41 |
 | Magic Stick | 25 | 89.29% | 71.7 | 48.00% | -18.67% | +18.67% | +2.00% | -3.04% | 04:30 | -01:30 | 01:54 | 04:07 | 07:23 | 10:24 | 05:29 | 04:03 |
 | Quelling Blade | 20 | 71.43% | 69.6 | 50.00% | 0.00% | +10.00% | +30.00% | 0.00% | -00:33 | -01:29 | -01:29 | -01:29 | -01:29 | 07:56 | 00:00 | 00:00 |
 | Vanguard | 6 | 21.43% | 67.4 | 66.67% | +21.22% | +33.33% | -66.67% | -100.00% | 06:43 | 05:29 | 05:35 | 06:10 | 06:32 | 10:16 | 00:57 | 00:42 |
 | Void Stone | 6 | 21.43% | 65.2 | 66.67% | +21.22% | -16.67% | -66.67% | -7.63% | 26:27 | 16:33 | 24:36 | 24:59 | 31:09 | 32:35 | 06:33 | 04:51 |
 | Black King Bar | 23 | 82.14% | 63.0 | 43.48% | -36.52% | +6.52% | -10.15% | -3.53% | 21:44 | 15:07 | 16:20 | 17:36 | 21:03 | 39:27 | 04:43 | 03:29 |
 | Chainmail | 17 | 60.71% | 60.9 | 47.06% | -7.49% | +2.94% | +2.94% | 0.00% | 09:04 | 05:16 | 06:00 | 06:56 | 09:00 | 36:16 | 03:00 | 02:13 |
 | Phase Boots | 15 | 53.57% | 58.7 | 46.67% | -7.18% | +28.33% | +3.33% | -10.00% | 07:55 | 06:07 | 06:32 | 07:28 | 09:02 | 10:57 | 02:30 | 01:51 |
 | Arcane Boots | 5 | 17.86% | 56.5 | 60.00% | +12.17% | +40.00% | -60.00% | -69.77% | 09:37 | 08:10 | 08:10 | 09:29 | 09:36 | 11:30 | 01:26 | 01:03 |
 | Blink Dagger | 16 | 57.14% | 54.3 | 37.50% | -29.17% | -37.50% | -37.50% | 0.00% | 22:29 | 16:56 | 19:45 | 21:50 | 24:18 | 30:14 | 04:33 | 03:22 |
 | Bottle | 13 | 46.43% | 52.2 | 38.46% | -21.54% | +28.21% | -38.46% | -66.67% | 01:17 | 00:23 | 00:46 | 01:31 | 01:36 | 01:42 | 00:50 | 00:37 |
 | Aghanim's Shard | 6 | 21.43% | 50.0 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 29:02 | 18:13 | 19:36 | 23:48 | 36:07 | 52:19 | 16:31 | 12:14 |
 | Shiva's Guard | 4 | 14.29% | 47.8 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 35:22 | 29:10 | 29:10 | 34:51 | 38:21 | 39:04 | 09:11 | 06:48 |
 | Buckler | 1 | 3.57% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:21 | 15:21 | 15:21 | 15:21 | 15:21 | 15:21 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 3.57% | 43.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:43 | 52:43 | 52:43 | 52:43 | 52:43 | 52:43 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 3.57% | 41.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:47 | 16:47 | 16:47 | 16:47 | 16:47 | 16:47 | 00:00 | 00:00 |
 | Mekansm | 1 | 3.57% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:24 | 13:24 | 13:24 | 13:24 | 13:24 | 13:24 | 00:00 | 00:00 |
 | Bloodstone | 1 | 3.57% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 00:00 | 00:00 |
 | Soul Ring | 1 | 3.57% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:19 | 12:19 | 12:19 | 12:19 | 12:19 | 12:19 | 00:00 | 00:00 |
 | Bracer | 2 | 7.14% | 32.6 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 05:09 | 02:37 | 02:37 | 07:40 | 07:40 | 07:40 | 05:03 | 03:44 |
 | Refresher Orb | 2 | 7.14% | 30.4 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 49:35 | 49:03 | 49:03 | 50:07 | 50:07 | 50:07 | 01:04 | 00:47 |
 | Headdress | 2 | 7.14% | 28.3 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 15:45 | 12:58 | 12:58 | 18:31 | 18:31 | 18:31 | 05:33 | 04:06 |
 | Linken's Sphere | 3 | 10.71% | 26.1 | 33.33% | -18.67% | -33.33% | 0.00% | 0.00% | 28:46 | 24:50 | 24:50 | 28:52 | 32:35 | 32:35 | 07:45 | 05:44 |
 | Pipe of Insight | 1 | 3.57% | 23.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:02 | 19:02 | 19:02 | 19:02 | 19:02 | 19:02 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 3.57% | 21.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 00:00 | 00:00 |
 | Aether Lens | 1 | 3.57% | 19.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 00:00 | 00:00 |
 | Octarine Core | 1 | 3.57% | 17.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:41 | 35:41 | 35:41 | 35:41 | 35:41 | 35:41 | 00:00 | 00:00 |
 | Blight Stone | 1 | 3.57% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 3.57% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:41 | 26:41 | 26:41 | 26:41 | 26:41 | 26:41 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 3.57% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:13 | 14:13 | 14:13 | 14:13 | 14:13 | 14:13 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 3.57% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 3.57% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:13 | 58:13 | 58:13 | 58:13 | 58:13 | 58:13 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 3.57% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:01 | 23:01 | 23:01 | 23:01 | 23:01 | 23:01 | 00:00 | 00:00 |
 | Solar Crest | 1 | 3.57% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:35 | 40:35 | 40:35 | 40:35 | 40:35 | 40:35 | 00:00 | 00:00 |