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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 | |
 | Pipe of Insight | 16 | 19.51% | 100.0 | 81.25% | +44.89% | +18.75% | -6.25% | -12.93% | 17:50 | 14:45 | 16:35 | 17:34 | 18:31 | 22:04 | 01:56 | 01:25 |
 | Headdress | 19 | 23.17% | 97.9 | 73.68% | +37.17% | +6.32% | +6.32% | 0.00% | 16:03 | 11:06 | 13:32 | 16:15 | 16:50 | 24:06 | 03:18 | 02:26 |
 | Phase Boots | 73 | 89.02% | 95.7 | 50.68% | +50.68% | -6.24% | +10.43% | 6.33% | 08:30 | 05:02 | 07:07 | 08:02 | 09:45 | 17:51 | 02:38 | 01:57 |
 | Black King Bar | 26 | 31.71% | 93.6 | 57.69% | +18.40% | -29.12% | +8.98% | 5.56% | 32:26 | 19:58 | 28:36 | 31:20 | 35:27 | 46:19 | 06:51 | 05:04 |
 | Quelling Blade | 76 | 92.68% | 91.5 | 47.37% | +30.70% | +5.26% | 0.00% | 0.00% | -01:20 | -01:29 | -01:29 | -01:29 | -01:29 | 04:33 | 00:00 | 00:00 |
 | Magic Stick | 79 | 96.34% | 89.4 | 46.84% | +46.84% | +3.16% | +13.16% | 1.60% | 04:15 | -01:29 | 01:06 | 03:07 | 07:20 | 18:43 | 06:14 | 04:37 |
 | Chainmail | 79 | 96.34% | 87.2 | 46.84% | +46.84% | -11.84% | +3.16% | 3.91% | 07:22 | 01:45 | 05:05 | 06:51 | 08:55 | 19:01 | 03:50 | 02:50 |
 | Magic Wand | 67 | 81.71% | 85.1 | 47.76% | +14.43% | -12.47% | +11.06% | 4.64% | 08:11 | 01:34 | 04:48 | 07:50 | 09:52 | 27:04 | 05:04 | 03:45 |
 | Hood of Defiance | 36 | 43.90% | 83.0 | 52.78% | +13.65% | -8.34% | +2.78% | 2.44% | 12:39 | 05:21 | 10:12 | 12:47 | 14:45 | 19:48 | 04:33 | 03:22 |
 | Bracer | 32 | 39.02% | 80.9 | 53.13% | +13.13% | -28.13% | -28.13% | 0.00% | 01:49 | -01:29 | -01:22 | 02:12 | 02:46 | 08:18 | 04:08 | 03:03 |
 | Ring of Health | 37 | 45.12% | 78.7 | 51.35% | +11.35% | -6.91% | -6.91% | 0.00% | 11:45 | 02:25 | 07:02 | 12:19 | 13:39 | 32:44 | 06:37 | 04:54 |
 | Boots of Speed | 82 | 100.00% | 76.6 | 45.12% | +45.12% | +12.02% | -10.12% | -8.46% | 04:25 | 01:22 | 03:01 | 04:05 | 05:38 | 10:22 | 02:37 | 01:56 |
 | Orb of Venom | 17 | 20.73% | 74.5 | 58.82% | +17.28% | +16.18% | -8.82% | -8.15% | 02:33 | -01:29 | 00:58 | 02:38 | 04:02 | 07:26 | 03:04 | 02:16 |
 | Ring of Protection | 48 | 58.54% | 72.3 | 45.83% | +1.71% | -12.50% | +29.17% | 10.64% | 03:30 | -01:29 | -01:29 | 02:26 | 05:24 | 33:18 | 06:53 | 05:05 |
 | Blight Stone | 25 | 30.49% | 70.2 | 52.00% | +9.89% | -2.00% | +14.67% | 1.83% | 11:35 | 01:55 | 07:48 | 10:21 | 16:56 | 20:05 | 09:08 | 06:45 |
 | Blink Dagger | 62 | 75.61% | 68.1 | 43.55% | -6.45% | +0.20% | +23.12% | 3.10% | 19:10 | 12:29 | 14:28 | 16:41 | 21:52 | 35:16 | 07:24 | 05:28 |
 | Medallion of Courage | 18 | 21.95% | 66.0 | 55.56% | +13.37% | +4.44% | +19.44% | 1.76% | 15:06 | 08:00 | 10:57 | 14:12 | 19:29 | 20:44 | 08:32 | 06:19 |
 | Soul Ring | 41 | 50.00% | 63.8 | 46.34% | +2.44% | +3.66% | +3.66% | 0.00% | 05:58 | 01:38 | 03:06 | 04:53 | 07:35 | 33:43 | 04:29 | 03:19 |
 | Solar Crest | 15 | 18.29% | 61.7 | 53.33% | +10.05% | -3.33% | -28.33% | -3.70% | 19:37 | 12:05 | 14:32 | 19:33 | 21:17 | 31:38 | 06:45 | 05:00 |
 | Aghanim's Shard | 59 | 71.95% | 59.6 | 38.98% | -21.89% | +14.35% | -12.31% | -7.51% | 24:19 | 20:00 | 21:25 | 22:38 | 24:58 | 43:09 | 03:33 | 02:37 |
 | Fluffy Hat | 10 | 12.20% | 57.4 | 60.00% | +16.94% | -26.67% | +40.00% | 0.00% | 11:31 | 02:14 | 03:48 | 06:03 | 10:40 | 44:43 | 06:52 | 05:05 |
 | Wind Lace | 27 | 32.93% | 55.3 | 44.44% | -1.01% | -1.58% | +12.70% | 1.82% | 11:19 | -01:29 | 06:22 | 10:59 | 14:13 | 29:05 | 07:51 | 05:48 |
 | Crown | 16 | 19.51% | 53.2 | 50.00% | +6.06% | 0.00% | -25.00% | -3.10% | 19:25 | 09:41 | 13:00 | 17:27 | 21:04 | 36:06 | 08:04 | 05:58 |
 | Blade Mail | 24 | 29.27% | 51.1 | 41.67% | -4.88% | -25.00% | -8.34% | 2.54% | 16:37 | 09:43 | 12:46 | 14:36 | 19:20 | 32:53 | 06:34 | 04:51 |
 | Aether Lens | 2 | 2.44% | 48.9 | 100.00% | +56.25% | 0.00% | 0.00% | 0.00% | 47:20 | 42:54 | 42:54 | 51:45 | 51:45 | 51:45 | 08:51 | 06:33 |
 | Octarine Core | 2 | 2.44% | 46.8 | 100.00% | +56.25% | 0.00% | 0.00% | 0.00% | 48:11 | 42:54 | 42:54 | 53:28 | 53:28 | 53:28 | 10:34 | 07:49 |
 | Force Staff | 2 | 2.44% | 44.7 | 100.00% | +56.25% | 0.00% | 0.00% | 0.00% | 33:29 | 22:14 | 22:14 | 44:43 | 44:43 | 44:43 | 22:29 | 16:39 |
 | Orb of Corrosion | 8 | 9.76% | 42.6 | 50.00% | +5.41% | 0.00% | 0.00% | 0.00% | 06:39 | 03:26 | 03:41 | 04:31 | 08:43 | 11:29 | 05:02 | 03:43 |
 | Shadow Blade | 5 | 6.10% | 40.4 | 60.00% | +15.84% | +40.00% | +40.00% | 0.00% | 36:51 | 30:26 | 30:26 | 35:11 | 35:25 | 51:12 | 04:59 | 03:41 |
 | Void Stone | 3 | 3.66% | 38.3 | 66.67% | +22.37% | -66.67% | 0.00% | 0.00% | 42:14 | 32:44 | 32:44 | 42:37 | 51:20 | 51:20 | 18:36 | 13:46 |
 | Sange | 12 | 14.63% | 36.2 | 33.33% | -13.81% | -33.33% | 0.00% | 0.00% | 29:38 | 18:38 | 22:46 | 29:10 | 32:37 | 48:25 | 09:51 | 07:17 |
 | Sange and Yasha | 1 | 1.22% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:28 | 29:28 | 29:28 | 29:28 | 29:28 | 29:28 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.22% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:34 | 21:34 | 21:34 | 21:34 | 21:34 | 21:34 | 00:00 | 00:00 |
 | Yasha | 1 | 1.22% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:28 | 29:28 | 29:28 | 29:28 | 29:28 | 29:28 | 00:00 | 00:00 |
 | Heaven's Halberd | 6 | 7.32% | 27.7 | 33.33% | -12.72% | -33.33% | -33.33% | 0.00% | 36:22 | 22:46 | 31:06 | 33:57 | 41:42 | 48:38 | 10:36 | 07:51 |
 | Ring of Basilius | 2 | 2.44% | 25.5 | 50.00% | +5.00% | -50.00% | 0.00% | 0.00% | 19:10 | 19:06 | 19:06 | 19:14 | 19:14 | 19:14 | 00:08 | 00:05 |
 | Morbid Mask | 2 | 2.44% | 25.5 | 50.00% | +5.00% | -50.00% | 0.00% | 0.00% | 19:10 | 19:06 | 19:06 | 19:14 | 19:14 | 19:14 | 00:08 | 00:05 |
 | Vladmir's Offering | 2 | 2.44% | 21.3 | 50.00% | +5.00% | +50.00% | 0.00% | 0.00% | 20:26 | 19:15 | 19:15 | 21:37 | 21:37 | 21:37 | 02:22 | 01:45 |
 | Buckler | 2 | 2.44% | 19.1 | 50.00% | +5.00% | -50.00% | 0.00% | 0.00% | 17:21 | 15:27 | 15:27 | 19:14 | 19:14 | 19:14 | 03:47 | 02:48 |
 | Armlet of Mordiggian | 4 | 4.88% | 17.0 | 25.00% | -21.15% | +75.00% | -25.00% | 0.00% | 11:11 | 08:13 | 08:13 | 08:22 | 08:37 | 19:32 | 00:24 | 00:17 |
 | Helm of Iron Will | 5 | 6.10% | 14.9 | 20.00% | -26.75% | -20.00% | -20.00% | 0.00% | 13:15 | 03:13 | 03:13 | 06:07 | 17:22 | 36:06 | 14:09 | 10:28 |
 | Tranquil Boots | 3 | 3.66% | 12.8 | 0.00% | -46.84% | 0.00% | 0.00% | 0.00% | 10:30 | 06:48 | 06:48 | 11:53 | 12:48 | 12:48 | 06:00 | 04:26 |
 | Power Treads | 3 | 3.66% | 10.6 | 0.00% | -46.84% | 0.00% | 0.00% | 0.00% | 12:59 | 07:50 | 07:50 | 09:54 | 21:14 | 21:14 | 13:24 | 09:55 |
 | Bottle | 1 | 1.22% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:50 | 01:50 | 01:50 | 01:50 | 01:50 | 01:50 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 1.22% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.22% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:28 | 07:28 | 07:28 | 07:28 | 07:28 | 07:28 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.22% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:44 | 32:44 | 32:44 | 32:44 | 32:44 | 32:44 | 00:00 | 00:00 |