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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 | |
 | Ring of Basilius | 29 | 43.94% | 100.0 | 65.52% | +27.68% | +5.91% | -8.38% | -2.52% | 07:05 | -01:29 | 01:52 | 04:00 | 07:32 | 45:32 | 05:40 | 04:11 |
 | Vladmir's Offering | 4 | 6.06% | 97.9 | 100.00% | +53.23% | 0.00% | 0.00% | 0.00% | 33:17 | 20:20 | 20:20 | 30:33 | 36:42 | 45:32 | 16:22 | 12:07 |
 | Morbid Mask | 4 | 6.06% | 95.8 | 100.00% | +53.23% | 0.00% | 0.00% | 0.00% | 32:05 | 17:03 | 17:03 | 29:34 | 36:11 | 45:32 | 19:08 | 14:10 |
 | Sange | 4 | 6.06% | 93.8 | 100.00% | +53.23% | 0.00% | 0.00% | 0.00% | 25:50 | 19:29 | 19:29 | 22:06 | 23:23 | 38:20 | 03:54 | 02:53 |
 | Buckler | 9 | 13.64% | 91.7 | 77.78% | +32.17% | -27.78% | +22.22% | 2.84% | 24:50 | -01:29 | 12:55 | 26:43 | 30:31 | 45:32 | 17:36 | 13:02 |
 | Tranquil Boots | 46 | 69.70% | 89.6 | 54.35% | +14.35% | +12.32% | +9.29% | -0.95% | 11:56 | 06:57 | 10:19 | 11:57 | 13:31 | 19:51 | 03:12 | 02:22 |
 | Orb of Venom | 17 | 25.76% | 87.5 | 64.71% | +19.81% | +35.29% | +10.29% | -25.00% | 01:57 | -01:29 | -01:29 | -01:29 | 01:31 | 18:08 | 03:00 | 02:13 |
 | Magic Stick | 65 | 98.48% | 85.4 | 50.77% | +50.77% | -13.27% | +11.73% | 9.87% | 02:13 | -01:29 | -01:29 | 01:06 | 04:01 | 16:05 | 05:30 | 04:04 |
 | Magic Wand | 56 | 84.85% | 83.3 | 51.79% | +11.79% | -1.79% | -1.79% | 0.00% | 12:37 | 01:13 | 08:20 | 11:11 | 15:16 | 32:58 | 06:56 | 05:08 |
 | Boots of Speed | 66 | 100.00% | 81.3 | 50.00% | +50.00% | -2.94% | 0.00% | 0.64% | 07:20 | -01:29 | 04:53 | 07:31 | 09:27 | 13:24 | 04:34 | 03:22 |
 | Chainmail | 38 | 57.58% | 79.2 | 52.63% | +6.20% | -2.63% | -19.30% | -1.77% | 16:25 | 01:52 | 12:02 | 16:47 | 21:26 | 29:48 | 09:24 | 06:57 |
 | Blight Stone | 34 | 51.52% | 77.1 | 52.94% | +6.06% | +24.84% | -2.94% | -3.34% | 18:40 | -01:29 | 15:01 | 19:40 | 23:20 | 29:48 | 08:19 | 06:09 |
 | Wind Lace | 54 | 81.82% | 75.0 | 48.15% | -10.18% | -12.44% | +5.70% | 3.48% | 09:45 | -01:29 | 06:47 | 09:37 | 12:00 | 26:02 | 05:13 | 03:51 |
 | Heaven's Halberd | 3 | 4.55% | 72.9 | 100.00% | +52.38% | 0.00% | 0.00% | 0.00% | 25:08 | 19:47 | 19:47 | 24:04 | 31:34 | 31:34 | 11:47 | 08:43 |
 | Glimmer Cape | 7 | 10.61% | 70.8 | 71.43% | +23.97% | +28.57% | -21.43% | -8.24% | 24:36 | 19:26 | 19:55 | 24:04 | 25:59 | 30:06 | 06:04 | 04:29 |
 | Medallion of Courage | 29 | 43.94% | 68.8 | 48.28% | -3.07% | +23.15% | -5.42% | -3.89% | 20:44 | 09:38 | 16:37 | 21:02 | 23:58 | 29:48 | 07:21 | 05:26 |
 | Aether Lens | 5 | 7.58% | 66.7 | 80.00% | +32.46% | +20.00% | -80.00% | 0.00% | 29:52 | 23:09 | 23:09 | 24:35 | 27:26 | 50:53 | 04:17 | 03:10 |
 | Void Stone | 5 | 7.58% | 64.6 | 80.00% | +32.46% | +20.00% | -80.00% | 0.00% | 24:41 | 13:07 | 13:07 | 24:02 | 24:35 | 38:34 | 11:28 | 08:29 |
 | Aghanim's Shard | 5 | 7.58% | 62.5 | 80.00% | +32.46% | -80.00% | +20.00% | 0.00% | 27:00 | 22:59 | 22:59 | 25:52 | 30:56 | 31:50 | 07:57 | 05:53 |
 | Crown | 22 | 33.33% | 60.4 | 50.00% | 0.00% | +16.67% | -30.00% | -6.83% | 24:41 | 15:20 | 21:03 | 23:54 | 27:53 | 36:10 | 06:50 | 05:03 |
 | Ring of Protection | 12 | 18.18% | 58.3 | 58.33% | +10.18% | -58.33% | +41.67% | 3.97% | 19:42 | -01:29 | -01:29 | 21:44 | 26:42 | 45:32 | 28:11 | 20:52 |
 | Phase Boots | 10 | 15.15% | 56.3 | 60.00% | +11.79% | +6.67% | -10.00% | -1.84% | 11:29 | 05:19 | 06:21 | 13:27 | 15:24 | 17:02 | 09:03 | 06:42 |
 | Solar Crest | 18 | 27.27% | 54.2 | 50.00% | 0.00% | +10.00% | -25.00% | -8.82% | 26:10 | 17:05 | 23:56 | 25:57 | 27:54 | 36:15 | 03:58 | 02:56 |
 | Fluffy Hat | 24 | 36.36% | 52.1 | 45.83% | -6.55% | +4.17% | -12.50% | -1.88% | 17:12 | 03:25 | 10:51 | 15:23 | 19:44 | 41:24 | 08:53 | 06:34 |
 | Force Staff | 9 | 13.64% | 50.0 | 55.56% | +6.44% | -5.56% | -55.56% | -8.22% | 27:13 | 19:47 | 22:07 | 26:33 | 28:12 | 41:34 | 06:05 | 04:30 |
 | Orb of Corrosion | 4 | 6.06% | 47.9 | 75.00% | +26.61% | +25.00% | +25.00% | 0.00% | 15:52 | 12:09 | 12:09 | 15:44 | 15:54 | 19:40 | 03:45 | 02:46 |
 | Aghanim's Scepter | 3 | 4.55% | 45.8 | 66.67% | +17.46% | +33.33% | 0.00% | 0.00% | 47:17 | 40:05 | 40:05 | 47:29 | 54:17 | 54:17 | 14:12 | 10:31 |
 | Manta Style | 3 | 4.55% | 43.8 | 66.67% | +17.46% | +33.33% | 0.00% | 0.00% | 22:59 | 20:06 | 20:06 | 23:21 | 25:30 | 25:30 | 05:24 | 04:00 |
 | Headdress | 7 | 10.61% | 41.7 | 42.86% | -7.99% | +7.14% | +7.14% | 0.00% | 21:14 | 11:56 | 15:37 | 19:44 | 20:32 | 32:23 | 04:55 | 03:38 |
 | Arcane Boots | 4 | 6.06% | 39.6 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 17:51 | 11:56 | 11:56 | 13:34 | 15:27 | 30:28 | 03:31 | 02:36 |
 | Guardian Greaves | 1 | 1.52% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:59 | 30:59 | 30:59 | 30:59 | 30:59 | 30:59 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 1.52% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:31 | 19:31 | 19:31 | 19:31 | 19:31 | 19:31 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 1.52% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:37 | 35:37 | 35:37 | 35:37 | 35:37 | 35:37 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.52% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:07 | 20:07 | 20:07 | 20:07 | 20:07 | 20:07 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.52% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:15 | 30:15 | 30:15 | 30:15 | 30:15 | 30:15 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.52% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:09 | 23:09 | 23:09 | 23:09 | 23:09 | 23:09 | 00:00 | 00:00 |
 | Yasha | 5 | 7.58% | 25.0 | 40.00% | -10.82% | +60.00% | -40.00% | 0.00% | 22:53 | 17:53 | 17:53 | 24:00 | 25:30 | 26:48 | 07:37 | 05:38 |
 | Radiance | 5 | 7.58% | 22.9 | 40.00% | -10.82% | +60.00% | -40.00% | 0.00% | 17:31 | 13:30 | 13:30 | 16:31 | 17:58 | 23:13 | 04:28 | 03:18 |
 | Holy Locket | 6 | 9.09% | 20.8 | 33.33% | -18.34% | -33.33% | +66.67% | 13.95% | 26:54 | 17:02 | 23:53 | 26:53 | 31:03 | 32:59 | 07:10 | 05:18 |
 | Quelling Blade | 8 | 12.12% | 18.8 | 25.00% | -28.45% | +25.00% | -25.00% | 0.00% | 01:39 | -01:29 | -01:29 | -01:29 | -01:29 | 14:47 | 00:00 | 00:00 |
 | Black King Bar | 2 | 3.03% | 16.7 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 34:28 | 33:35 | 33:35 | 35:20 | 35:20 | 35:20 | 01:45 | 01:17 |
 | Lotus Orb | 1 | 1.52% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:38 | 38:38 | 38:38 | 38:38 | 38:38 | 38:38 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.52% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:40 | 22:40 | 22:40 | 22:40 | 22:40 | 22:40 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 1.52% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.52% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:42 | 11:42 | 11:42 | 11:42 | 11:42 | 11:42 | 00:00 | 00:00 |
 | Power Treads | 1 | 1.52% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:53 | 06:53 | 06:53 | 06:53 | 06:53 | 06:53 | 00:00 | 00:00 |
 | Ring of Health | 1 | 1.52% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:27 | 38:27 | 38:27 | 38:27 | 38:27 | 38:27 | 00:00 | 00:00 |
 | Bottle | 1 | 1.52% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:27 | 01:27 | 01:27 | 01:27 | 01:27 | 01:27 | 00:00 | 00:00 |