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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 | 14 | 17.95% | 100.0 | 85.71% | +48.21% | +14.29% | +14.29% | 0.00% | 17:24 | 14:45 | 16:35 | 17:34 | 17:47 | 21:31 | 01:12 | 00:53 |
 | Headdress | 17 | 21.79% | 97.9 | 76.47% | +38.77% | -1.47% | -1.47% | 0.00% | 15:40 | 11:06 | 13:11 | 15:57 | 16:44 | 24:06 | 03:33 | 02:37 |
 | Phase Boots | 69 | 88.46% | 95.7 | 52.17% | +52.17% | -10.99% | +12.54% | 9.74% | 08:24 | 05:02 | 07:02 | 07:50 | 09:27 | 17:51 | 02:25 | 01:47 |
 | Hood of Defiance | 32 | 41.03% | 93.6 | 56.25% | +17.12% | +6.25% | -6.25% | -2.85% | 12:53 | 05:21 | 10:22 | 12:47 | 14:45 | 19:48 | 04:23 | 03:14 |
 | Quelling Blade | 72 | 92.31% | 91.5 | 48.61% | +31.94% | +6.95% | +1.39% | 0.00% | -01:20 | -01:29 | -01:29 | -01:29 | -01:29 | 04:33 | 00:00 | 00:00 |
 | Chainmail | 75 | 96.15% | 89.4 | 48.00% | +48.00% | -11.16% | +9.89% | 5.54% | 07:17 | 01:45 | 05:02 | 06:48 | 08:50 | 19:01 | 03:48 | 02:48 |
 | Magic Stick | 75 | 96.15% | 87.2 | 48.00% | +48.00% | -0.63% | +15.16% | 2.53% | 03:59 | -01:29 | 01:01 | 03:01 | 07:16 | 18:43 | 06:15 | 04:37 |
 | Magic Wand | 63 | 80.77% | 85.1 | 49.21% | +15.88% | -17.96% | +13.29% | 5.66% | 07:59 | 01:34 | 03:50 | 07:47 | 09:21 | 27:04 | 05:31 | 04:05 |
 | Ring of Health | 33 | 42.31% | 83.0 | 54.55% | +14.55% | -4.55% | -17.05% | -2.46% | 12:04 | 03:06 | 08:07 | 12:19 | 13:12 | 32:44 | 05:05 | 03:45 |
 | Bracer | 31 | 39.74% | 80.9 | 54.84% | +14.41% | -29.84% | -17.34% | 9.87% | 01:46 | -01:29 | -01:22 | 02:12 | 02:38 | 08:18 | 04:00 | 02:57 |
 | Boots of Speed | 78 | 100.00% | 78.7 | 46.15% | +46.15% | +13.85% | -4.04% | -6.84% | 04:21 | 01:22 | 02:59 | 03:41 | 05:36 | 10:22 | 02:37 | 01:56 |
 | Black King Bar | 25 | 32.05% | 76.6 | 56.00% | +14.49% | -22.67% | +10.67% | 5.20% | 32:10 | 19:58 | 28:29 | 31:20 | 34:54 | 46:19 | 06:25 | 04:45 |
 | Ring of Protection | 44 | 56.41% | 74.5 | 47.73% | +3.61% | -11.37% | +25.00% | 10.44% | 03:19 | -01:29 | -01:29 | 02:06 | 04:58 | 33:18 | 06:27 | 04:46 |
 | Soul Ring | 37 | 47.44% | 72.3 | 48.65% | +4.75% | -4.21% | +6.91% | 2.47% | 05:58 | 01:38 | 03:05 | 04:46 | 07:35 | 33:43 | 04:30 | 03:20 |
 | Blink Dagger | 58 | 74.36% | 70.2 | 44.83% | -5.17% | +1.84% | +19.46% | 2.74% | 18:55 | 12:29 | 14:24 | 16:39 | 20:50 | 35:16 | 06:26 | 04:45 |
 | Blight Stone | 25 | 32.05% | 68.1 | 52.00% | +8.60% | -2.00% | +14.67% | 1.83% | 11:35 | 01:55 | 07:48 | 10:21 | 16:56 | 20:05 | 09:08 | 06:45 |
 | Medallion of Courage | 18 | 23.08% | 66.0 | 55.56% | +12.23% | +4.44% | +19.44% | 1.76% | 15:06 | 08:00 | 10:57 | 14:12 | 19:29 | 20:44 | 08:32 | 06:19 |
 | Orb of Venom | 16 | 20.51% | 63.8 | 56.25% | +12.70% | -6.25% | -6.25% | 0.00% | 02:48 | -01:29 | 00:58 | 02:38 | 04:02 | 07:26 | 03:04 | 02:16 |
 | Aghanim's Shard | 55 | 70.51% | 61.7 | 40.00% | -20.87% | +17.14% | -11.43% | -7.39% | 24:24 | 20:00 | 21:09 | 22:38 | 25:01 | 43:09 | 03:52 | 02:51 |
 | Solar Crest | 15 | 19.23% | 59.6 | 53.33% | +8.89% | -3.33% | -28.33% | -3.70% | 19:37 | 12:05 | 14:32 | 19:33 | 21:17 | 31:38 | 06:45 | 05:00 |
 | Fluffy Hat | 10 | 12.82% | 57.4 | 60.00% | +15.88% | -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 | 34.62% | 55.3 | 44.44% | -2.62% | -1.58% | +12.70% | 1.82% | 11:19 | -01:29 | 06:22 | 10:59 | 14:13 | 29:05 | 07:51 | 05:48 |
 | Crown | 16 | 20.51% | 53.2 | 50.00% | +4.84% | 0.00% | -25.00% | -3.10% | 19:25 | 09:41 | 13:00 | 17:27 | 21:04 | 36:06 | 08:04 | 05:58 |
 | Blade Mail | 22 | 28.21% | 51.1 | 40.91% | -7.30% | -24.24% | -0.91% | 3.55% | 16:00 | 09:43 | 12:46 | 14:36 | 19:20 | 23:39 | 06:34 | 04:51 |
 | Octarine Core | 2 | 2.56% | 48.9 | 100.00% | +55.26% | 0.00% | 0.00% | 0.00% | 48:11 | 42:54 | 42:54 | 53:28 | 53:28 | 53:28 | 10:34 | 07:49 |
 | Aether Lens | 2 | 2.56% | 46.8 | 100.00% | +55.26% | 0.00% | 0.00% | 0.00% | 47:20 | 42:54 | 42:54 | 51:45 | 51:45 | 51:45 | 08:51 | 06:33 |
 | Force Staff | 2 | 2.56% | 44.7 | 100.00% | +55.26% | 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 | 10.26% | 42.6 | 50.00% | +4.29% | 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 | 6.41% | 40.4 | 60.00% | +14.79% | +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 | 3.85% | 38.3 | 66.67% | +21.34% | -66.67% | 0.00% | 0.00% | 42:14 | 32:44 | 32:44 | 42:37 | 51:20 | 51:20 | 18:36 | 13:46 |
 | Sange | 12 | 15.38% | 36.2 | 33.33% | -15.15% | -33.33% | 0.00% | 0.00% | 29:38 | 18:38 | 22:46 | 29:10 | 32:37 | 48:25 | 09:51 | 07:17 |
 | Drum of Endurance | 1 | 1.28% | 34.0 | 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 | 1.28% | 31.9 | 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 |
 | Sange and Yasha | 1 | 1.28% | 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 | 7.69% | 27.7 | 33.33% | -13.89% | -33.33% | -33.33% | 0.00% | 36:22 | 22:46 | 31:06 | 33:57 | 41:42 | 48:38 | 10:36 | 07:51 |
 | Morbid Mask | 2 | 2.56% | 25.5 | 50.00% | +3.95% | -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 | 2.56% | 23.4 | 50.00% | +3.95% | +50.00% | 0.00% | 0.00% | 20:26 | 19:15 | 19:15 | 21:37 | 21:37 | 21:37 | 02:22 | 01:45 |
 | Buckler | 2 | 2.56% | 21.3 | 50.00% | +3.95% | -50.00% | 0.00% | 0.00% | 17:21 | 15:27 | 15:27 | 19:14 | 19:14 | 19:14 | 03:47 | 02:48 |
 | Ring of Basilius | 2 | 2.56% | 19.1 | 50.00% | +3.95% | -50.00% | 0.00% | 0.00% | 19:10 | 19:06 | 19:06 | 19:14 | 19:14 | 19:14 | 00:08 | 00:05 |
 | Armlet of Mordiggian | 4 | 5.13% | 17.0 | 25.00% | -22.30% | +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 | 6.41% | 14.9 | 20.00% | -27.95% | -20.00% | -20.00% | 0.00% | 13:15 | 03:13 | 03:13 | 06:07 | 17:22 | 36:06 | 14:09 | 10:28 |
 | Bottle | 1 | 1.28% | 12.8 | 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 |
 | Tranquil Boots | 3 | 3.85% | 10.6 | 0.00% | -48.00% | 0.00% | 0.00% | 0.00% | 10:30 | 06:48 | 06:48 | 11:53 | 12:48 | 12:48 | 06:00 | 04:26 |
 | Lotus Orb | 1 | 1.28% | 8.5 | 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 |
 | Helm of the Dominator | 1 | 1.28% | 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 |
 | Power Treads | 3 | 3.85% | 4.3 | 0.00% | -48.00% | 0.00% | 0.00% | 0.00% | 12:59 | 07:50 | 07:50 | 09:54 | 21:14 | 21:14 | 13:24 | 09:55 |
 | Vanguard | 1 | 1.28% | 2.1 | 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 |