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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 | |
 | Magic Wand | 42 | 51.85% | 100.0 | 64.29% | +23.26% | -0.65% | -4.29% | -0.94% | 11:44 | 03:06 | 08:22 | 09:52 | 12:15 | 34:45 | 03:53 | 02:52 |
 | Black King Bar | 5 | 6.17% | 98.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 36:23 | 28:17 | 28:17 | 32:35 | 33:35 | 57:01 | 05:18 | 03:55 |
 | Blight Stone | 22 | 27.16% | 95.9 | 68.18% | +20.72% | +31.82% | -28.18% | -5.87% | 10:20 | -01:29 | 04:32 | 08:36 | 14:45 | 28:03 | 10:13 | 07:34 |
 | Blink Dagger | 72 | 88.89% | 93.9 | 56.94% | +34.72% | +4.17% | -1.38% | -0.98% | 22:12 | 11:34 | 18:52 | 20:38 | 24:31 | 42:59 | 05:39 | 04:11 |
 | Tranquil Boots | 46 | 56.79% | 91.8 | 58.70% | +12.99% | -8.70% | -4.15% | 0.95% | 10:39 | 03:08 | 07:29 | 09:10 | 12:15 | 41:23 | 04:46 | 03:31 |
 | Fluffy Hat | 21 | 25.93% | 89.8 | 66.67% | +18.34% | -6.67% | -6.67% | 0.00% | 17:46 | 02:57 | 06:34 | 21:00 | 25:50 | 40:06 | 19:16 | 14:16 |
 | Boots of Speed | 81 | 100.00% | 87.8 | 53.09% | +53.09% | -8.09% | -3.09% | 1.22% | 02:27 | -01:29 | -01:29 | 02:51 | 05:34 | 12:27 | 07:03 | 05:13 |
 | Magic Stick | 79 | 97.53% | 85.7 | 53.16% | +3.16% | -8.16% | -8.16% | 0.00% | 04:11 | -01:29 | 01:41 | 03:21 | 06:18 | 22:47 | 04:37 | 03:25 |
 | Wind Lace | 67 | 82.72% | 83.7 | 53.73% | +3.73% | -18.44% | +5.09% | 3.72% | 08:42 | -01:29 | 05:08 | 07:50 | 11:28 | 34:51 | 06:20 | 04:41 |
 | Orb of Venom | 24 | 29.63% | 81.6 | 62.50% | +13.38% | -45.83% | +20.83% | 66.66% | 00:17 | -01:29 | -01:29 | -01:29 | 02:23 | 07:10 | 03:52 | 02:51 |
 | Orb of Corrosion | 6 | 7.41% | 79.6 | 83.33% | +32.66% | +16.67% | -83.33% | -22.56% | 08:02 | 03:28 | 05:51 | 08:01 | 10:17 | 10:55 | 04:26 | 03:17 |
 | Drum of Endurance | 20 | 24.69% | 77.6 | 55.00% | +2.54% | -15.00% | +25.00% | 8.48% | 17:50 | 12:16 | 14:33 | 17:16 | 19:16 | 30:40 | 04:43 | 03:29 |
 | Void Stone | 16 | 19.75% | 75.5 | 56.25% | +3.94% | -6.25% | +18.75% | 2.40% | 32:28 | 23:09 | 24:46 | 30:44 | 35:10 | 51:19 | 10:24 | 07:42 |
 | Ghost Scepter | 7 | 8.64% | 73.5 | 71.43% | +20.08% | +28.57% | +28.57% | 0.00% | 34:07 | 26:05 | 29:12 | 33:30 | 34:10 | 49:20 | 04:58 | 03:40 |
 | Force Staff | 5 | 6.17% | 71.4 | 80.00% | +28.68% | -80.00% | +20.00% | 0.00% | 30:35 | 25:21 | 25:21 | 28:39 | 31:23 | 40:06 | 06:02 | 04:28 |
 | Chainmail | 26 | 32.10% | 69.4 | 46.15% | -10.21% | -3.29% | -29.48% | -4.31% | 11:24 | 04:25 | 07:30 | 09:18 | 13:35 | 28:03 | 06:05 | 04:30 |
 | Aghanim's Scepter | 10 | 12.35% | 67.3 | 60.00% | +7.89% | +6.67% | -10.00% | -2.71% | 34:08 | 22:15 | 31:50 | 33:33 | 37:59 | 45:00 | 06:09 | 04:33 |
 | Phase Boots | 18 | 22.22% | 65.3 | 50.00% | -3.97% | -10.00% | +25.00% | 9.86% | 10:05 | 06:24 | 07:56 | 09:43 | 11:29 | 15:45 | 03:33 | 02:37 |
 | Eul's Scepter of Divinity | 8 | 9.88% | 63.3 | 62.50% | +10.45% | -12.50% | +37.50% | 12.55% | 32:50 | 26:08 | 29:11 | 31:40 | 33:10 | 44:13 | 03:59 | 02:57 |
 | Ring of Health | 8 | 9.88% | 61.2 | 62.50% | +10.45% | -12.50% | +37.50% | 8.52% | 33:46 | 25:28 | 28:24 | 32:10 | 34:16 | 49:38 | 05:52 | 04:20 |
 | Solar Crest | 4 | 4.94% | 59.2 | 75.00% | +23.05% | +25.00% | +25.00% | 0.00% | 22:40 | 15:54 | 15:54 | 18:20 | 24:23 | 32:04 | 08:29 | 06:17 |
 | Crown | 4 | 4.94% | 57.1 | 75.00% | +23.05% | +25.00% | +25.00% | 0.00% | 20:39 | 12:10 | 12:10 | 15:33 | 23:12 | 31:40 | 11:02 | 08:10 |
 | Arcane Boots | 2 | 2.47% | 55.1 | 100.00% | +48.10% | 0.00% | 0.00% | 0.00% | 28:51 | 24:48 | 24:48 | 32:54 | 32:54 | 32:54 | 08:06 | 06:00 |
 | Ring of Protection | 10 | 12.35% | 53.1 | 50.00% | -3.52% | +16.67% | 0.00% | -1.46% | 14:01 | -01:30 | -01:28 | 04:46 | 12:52 | 57:57 | 14:20 | 10:37 |
 | Lotus Orb | 6 | 7.41% | 51.0 | 50.00% | -3.33% | 0.00% | +50.00% | 21.28% | 33:28 | 30:44 | 31:55 | 33:10 | 34:16 | 36:59 | 02:21 | 01:44 |
 | Medallion of Courage | 10 | 12.35% | 49.0 | 40.00% | -14.93% | +26.67% | -40.00% | -6.63% | 18:46 | 10:49 | 14:49 | 16:39 | 24:52 | 28:03 | 10:03 | 07:26 |
 | Echo Sabre | 3 | 3.70% | 46.9 | 66.67% | +14.11% | -66.67% | 0.00% | 0.00% | 15:02 | 13:09 | 13:09 | 13:24 | 18:34 | 18:34 | 05:25 | 04:00 |
 | Quelling Blade | 7 | 8.64% | 44.9 | 42.86% | -11.19% | +7.14% | -42.86% | -50.00% | 04:01 | -01:29 | -01:29 | -01:29 | -01:23 | 20:16 | 00:06 | 00:04 |
 | Aghanim's Shard | 8 | 9.88% | 42.9 | 37.50% | -17.29% | +12.50% | +12.50% | 0.00% | 35:36 | 25:13 | 25:16 | 32:24 | 37:06 | 55:11 | 11:50 | 08:45 |
 | Urn of Shadows | 4 | 4.94% | 40.8 | 50.00% | -3.25% | +50.00% | +50.00% | 0.00% | 09:27 | 05:46 | 05:46 | 06:42 | 12:33 | 12:47 | 06:47 | 05:01 |
 | Aeon Disk | 4 | 4.94% | 38.8 | 50.00% | -3.25% | +50.00% | -50.00% | 0.00% | 43:34 | 41:07 | 41:07 | 42:02 | 43:45 | 47:22 | 02:38 | 01:57 |
 | Linken's Sphere | 1 | 1.23% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:19 | 51:19 | 51:19 | 51:19 | 51:19 | 51:19 | 00:00 | 00:00 |
 | Bottle | 1 | 1.23% | 34.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:38 | 01:38 | 01:38 | 01:38 | 01:38 | 01:38 | 00:00 | 00:00 |
 | Swift Blink | 1 | 1.23% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:12 | 1:12:12 | 1:12:12 | 1:12:12 | 1:12:12 | 1:12:12 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.23% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:14:23 | 1:14:23 | 1:14:23 | 1:14:23 | 1:14:23 | 1:14:23 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.23% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.23% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:43 | 45:43 | 45:43 | 45:43 | 45:43 | 45:43 | 00:00 | 00:00 |
 | Desolator | 1 | 1.23% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:18 | 18:18 | 18:18 | 18:18 | 18:18 | 18:18 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.23% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:15 | 51:15 | 51:15 | 51:15 | 51:15 | 51:15 | 00:00 | 00:00 |
 | Power Treads | 1 | 1.23% | 20.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:33 | 55:33 | 55:33 | 55:33 | 55:33 | 55:33 | 00:00 | 00:00 |
 | Bracer | 5 | 6.17% | 18.4 | 40.00% | -13.95% | +60.00% | -40.00% | 0.00% | 06:05 | 01:09 | 01:09 | 03:38 | 04:10 | 18:40 | 03:01 | 02:14 |
 | Buckler | 2 | 2.47% | 16.3 | 50.00% | -3.16% | +50.00% | 0.00% | 0.00% | 51:11 | 44:24 | 44:24 | 57:57 | 57:57 | 57:57 | 13:33 | 10:02 |
 | Falcon Blade | 2 | 2.47% | 14.3 | 0.00% | -54.43% | 0.00% | 0.00% | 0.00% | 10:12 | 08:42 | 08:42 | 11:41 | 11:41 | 11:41 | 02:59 | 02:12 |
 | Morbid Mask | 1 | 1.23% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:58 | 57:58 | 57:58 | 57:58 | 57:58 | 57:58 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.23% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:45 | 14:45 | 14:45 | 14:45 | 14:45 | 14:45 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.23% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:00 | 46:00 | 46:00 | 46:00 | 46:00 | 46:00 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.23% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:57 | 57:57 | 57:57 | 57:57 | 57:57 | 57:57 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.23% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:16 | 33:16 | 33:16 | 33:16 | 33:16 | 33:16 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.23% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:43 | 58:43 | 58:43 | 58:43 | 58:43 | 58:43 | 00:00 | 00:00 |