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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 | |
 | Blight Stone | 11 | 12.09% | 100.0 | 100.00% | +47.50% | 0.00% | 0.00% | 0.00% | 16:06 | 09:21 | 12:33 | 15:56 | 18:30 | 22:46 | 05:57 | 04:24 |
 | Medallion of Courage | 7 | 7.69% | 98.1 | 100.00% | +45.24% | 0.00% | 0.00% | 0.00% | 15:02 | 09:24 | 11:29 | 15:22 | 16:00 | 19:40 | 04:31 | 03:20 |
 | Magic Wand | 66 | 72.53% | 96.3 | 65.15% | +25.15% | -29.86% | +9.85% | 12.67% | 10:33 | 02:20 | 08:18 | 10:30 | 11:26 | 26:00 | 03:08 | 02:19 |
 | Chainmail | 72 | 79.12% | 94.4 | 61.11% | +13.74% | -5.55% | +11.11% | 5.32% | 08:12 | 02:21 | 06:27 | 08:15 | 09:35 | 16:02 | 03:08 | 02:19 |
 | Magic Stick | 88 | 96.70% | 92.6 | 59.09% | +25.76% | +13.64% | +13.64% | 0.00% | 04:30 | -01:29 | 00:57 | 04:33 | 08:16 | 13:45 | 07:19 | 05:25 |
 | Boots of Speed | 91 | 100.00% | 90.7 | 58.24% | +58.24% | -10.41% | -6.07% | 1.15% | 06:06 | -01:29 | 04:27 | 06:11 | 08:13 | 17:50 | 03:46 | 02:47 |
 | Phase Boots | 69 | 75.82% | 88.9 | 59.42% | +4.87% | -24.13% | +11.17% | 13.24% | 09:30 | 04:31 | 08:01 | 09:40 | 10:41 | 16:59 | 02:40 | 01:58 |
 | Aghanim's Scepter | 34 | 37.36% | 87.0 | 64.71% | +10.32% | -9.15% | -2.21% | 0.85% | 25:19 | 16:03 | 21:11 | 25:20 | 29:22 | 33:45 | 08:11 | 06:03 |
 | Ring of Health | 68 | 74.73% | 85.2 | 58.82% | +2.30% | 0.00% | 0.00% | 0.00% | 10:17 | 02:21 | 03:06 | 04:56 | 10:07 | 45:58 | 07:01 | 05:11 |
 | Fluffy Hat | 13 | 14.29% | 83.3 | 76.92% | +21.79% | +23.08% | -43.59% | -6.00% | 19:18 | 05:18 | 11:39 | 19:02 | 22:46 | 34:10 | 11:07 | 08:14 |
 | Blink Dagger | 77 | 84.62% | 81.5 | 57.14% | -7.15% | -15.03% | -4.51% | 1.41% | 20:07 | 11:47 | 15:25 | 17:47 | 22:54 | 43:11 | 07:29 | 05:32 |
 | Ring of Protection | 78 | 85.71% | 79.6 | 55.13% | -21.79% | -25.13% | -2.50% | 5.35% | 02:08 | -01:29 | -01:29 | 01:27 | 05:43 | 09:40 | 07:12 | 05:20 |
 | Hood of Defiance | 54 | 59.34% | 77.8 | 57.41% | -2.05% | -7.41% | -3.56% | 0.95% | 09:36 | 05:11 | 07:37 | 09:36 | 11:41 | 19:49 | 04:04 | 03:00 |
 | Soul Ring | 75 | 82.42% | 75.9 | 54.67% | -20.33% | +3.22% | -7.30% | -4.15% | 06:17 | 01:59 | 04:49 | 06:21 | 07:21 | 11:30 | 02:32 | 01:52 |
 | Quelling Blade | 75 | 82.42% | 74.1 | 54.67% | -20.33% | -7.30% | +3.22% | 0.00% | -01:25 | -01:30 | -01:29 | -01:29 | -01:29 | 00:59 | 00:00 | 00:00 |
 | Headdress | 7 | 7.69% | 72.2 | 85.71% | +29.76% | +14.29% | -35.71% | -5.36% | 18:12 | 13:01 | 13:12 | 16:21 | 22:32 | 23:03 | 09:20 | 06:54 |
 | Bracer | 9 | 9.89% | 70.4 | 77.78% | +21.68% | +22.22% | -27.78% | -50.00% | 02:12 | 01:29 | 01:33 | 01:47 | 02:30 | 03:49 | 00:57 | 00:42 |
 | Solar Crest | 4 | 4.40% | 68.5 | 100.00% | +43.68% | 0.00% | 0.00% | 0.00% | 20:20 | 19:00 | 19:00 | 19:52 | 20:42 | 21:47 | 01:42 | 01:15 |
 | Void Stone | 29 | 31.87% | 66.7 | 55.17% | -4.51% | +1.97% | -26.60% | -2.04% | 29:24 | 13:03 | 22:31 | 29:02 | 36:30 | 45:58 | 13:59 | 10:21 |
 | Pipe of Insight | 6 | 6.59% | 64.8 | 83.33% | +26.86% | +16.67% | +16.67% | 0.00% | 18:06 | 13:44 | 15:06 | 16:41 | 22:59 | 23:14 | 07:53 | 05:50 |
 | Force Staff | 8 | 8.79% | 63.0 | 75.00% | +18.37% | +25.00% | -25.00% | -4.08% | 25:05 | 19:02 | 19:07 | 20:55 | 31:23 | 34:10 | 12:16 | 09:05 |
 | Sange | 21 | 23.08% | 61.1 | 57.14% | -1.43% | -37.14% | +2.86% | 5.59% | 20:42 | 12:24 | 15:29 | 20:41 | 22:38 | 31:00 | 07:09 | 05:17 |
 | Heaven's Halberd | 20 | 21.98% | 59.3 | 55.00% | -4.15% | -35.00% | -15.00% | 3.03% | 23:30 | 15:26 | 19:20 | 23:44 | 25:56 | 35:56 | 06:36 | 04:53 |
 | Wind Lace | 25 | 27.47% | 57.4 | 52.00% | -8.61% | +14.67% | +14.67% | 0.00% | 14:06 | 02:16 | 07:19 | 11:57 | 18:06 | 36:45 | 10:47 | 07:59 |
 | Tranquil Boots | 3 | 3.30% | 55.6 | 100.00% | +43.18% | 0.00% | 0.00% | 0.00% | 12:10 | 07:07 | 07:07 | 13:12 | 16:11 | 16:11 | 09:04 | 06:42 |
 | Orb of Corrosion | 3 | 3.30% | 53.7 | 100.00% | +43.18% | 0.00% | 0.00% | 0.00% | 19:10 | 15:53 | 15:53 | 18:11 | 23:26 | 23:26 | 07:33 | 05:35 |
 | Crown | 5 | 5.49% | 51.9 | 80.00% | +23.02% | -80.00% | +20.00% | 0.00% | 16:39 | 05:12 | 05:12 | 18:40 | 20:32 | 21:06 | 15:20 | 11:21 |
 | Orb of Venom | 5 | 5.49% | 50.0 | 80.00% | +23.02% | +20.00% | +20.00% | 0.00% | 06:32 | -01:29 | -01:29 | 02:50 | 15:53 | 16:57 | 17:22 | 12:51 |
 | Refresher Orb | 19 | 20.88% | 48.1 | 47.37% | -13.74% | +32.63% | -27.37% | -6.79% | 37:28 | 26:40 | 33:33 | 36:40 | 42:23 | 48:48 | 08:50 | 06:32 |
 | Shiva's Guard | 2 | 2.20% | 46.3 | 100.00% | +42.70% | 0.00% | 0.00% | 0.00% | 29:42 | 28:45 | 28:45 | 30:38 | 30:38 | 30:38 | 01:53 | 01:23 |
 | Aghanim's Shard | 2 | 2.20% | 44.4 | 100.00% | +42.70% | 0.00% | 0.00% | 0.00% | 34:37 | 31:39 | 31:39 | 37:34 | 37:34 | 37:34 | 05:55 | 04:22 |
 | Lotus Orb | 7 | 7.69% | 42.6 | 57.14% | -1.19% | -7.14% | -7.14% | 0.00% | 29:07 | 22:21 | 22:31 | 24:56 | 32:39 | 40:10 | 10:08 | 07:30 |
 | Arcane Boots | 7 | 7.69% | 40.7 | 57.14% | -1.19% | -57.14% | -7.14% | 4.17% | 26:29 | 10:06 | 19:21 | 27:33 | 31:21 | 39:16 | 12:00 | 08:53 |
 | Morbid Mask | 8 | 8.79% | 38.9 | 50.00% | -9.04% | 0.00% | 0.00% | 0.00% | 10:28 | 02:55 | 03:23 | 12:30 | 13:58 | 18:27 | 10:35 | 07:50 |
 | Assault Cuirass | 3 | 3.30% | 37.0 | 66.67% | +8.72% | +33.33% | 0.00% | 0.00% | 33:25 | 28:43 | 28:43 | 30:47 | 40:45 | 40:45 | 12:02 | 08:54 |
 | Satanic | 3 | 3.30% | 35.2 | 66.67% | +8.72% | +33.33% | 0.00% | 0.00% | 23:08 | 15:42 | 15:42 | 17:49 | 35:52 | 35:52 | 20:10 | 14:56 |
 | Glimmer Cape | 1 | 1.10% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:39 | 35:39 | 35:39 | 35:39 | 35:39 | 35:39 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.10% | 31.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:36 | 12:36 | 12:36 | 12:36 | 12:36 | 12:36 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 1.10% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:30 | 46:30 | 46:30 | 46:30 | 46:30 | 46:30 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.10% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:33 | 38:33 | 38:33 | 38:33 | 38:33 | 38:33 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.10% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:16 | 35:16 | 35:16 | 35:16 | 35:16 | 35:16 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.10% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:16 | 19:16 | 19:16 | 19:16 | 19:16 | 19:16 | 00:00 | 00:00 |
 | Desolator | 1 | 1.10% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:24 | 20:24 | 20:24 | 20:24 | 20:24 | 20:24 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 5 | 5.49% | 20.4 | 40.00% | -19.30% | -40.00% | -40.00% | 0.00% | 24:55 | 16:19 | 16:19 | 23:14 | 30:20 | 36:53 | 14:01 | 10:22 |
 | Ring of Basilius | 5 | 5.49% | 18.5 | 40.00% | -19.30% | +60.00% | -40.00% | 0.00% | 11:49 | 09:43 | 09:43 | 11:14 | 11:48 | 15:28 | 02:05 | 01:32 |
 | Buckler | 5 | 5.49% | 16.7 | 40.00% | -19.30% | -40.00% | +60.00% | 0.00% | 15:51 | 09:18 | 09:18 | 13:42 | 15:28 | 28:09 | 06:10 | 04:34 |
 | Bottle | 2 | 2.20% | 14.8 | 50.00% | -8.43% | +50.00% | 0.00% | 0.00% | 02:02 | 01:30 | 01:30 | 02:33 | 02:33 | 02:33 | 01:03 | 00:46 |
 | Vladmir's Offering | 4 | 4.40% | 13.0 | 25.00% | -34.77% | -25.00% | -25.00% | 0.00% | 15:49 | 12:58 | 12:58 | 16:09 | 16:50 | 17:20 | 03:52 | 02:51 |
 | Helm of Iron Will | 4 | 4.40% | 11.1 | 25.00% | -34.77% | -25.00% | +75.00% | 0.00% | 03:22 | 03:03 | 03:03 | 03:04 | 03:20 | 04:00 | 00:17 | 00:12 |
 | Ghost Scepter | 5 | 5.49% | 9.3 | 20.00% | -40.47% | -20.00% | +80.00% | 0.00% | 23:53 | 18:37 | 18:37 | 25:12 | 27:29 | 27:38 | 08:52 | 06:34 |
 | Black King Bar | 7 | 7.69% | 7.4 | 14.29% | -47.61% | -14.29% | +35.71% | 9.23% | 28:11 | 23:54 | 24:38 | 28:05 | 30:03 | 33:49 | 05:25 | 04:00 |
 | Helm of the Dominator | 1 | 1.10% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:36 | 07:36 | 07:36 | 07:36 | 07:36 | 07:36 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 1.10% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:35 | 37:35 | 37:35 | 37:35 | 37:35 | 37:35 | 00:00 | 00:00 |
 | Helm of the Overlord | 1 | 1.10% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 00:00 | 00:00 |