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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 | |
 | Boots of Travel | 8 | 16.33% | 100.0 | 100.00% | +46.34% | 0.00% | 0.00% | 0.00% | 38:24 | 24:36 | 30:58 | 39:16 | 40:59 | 49:06 | 10:01 | 07:25 |
 | Shiva's Guard | 20 | 40.82% | 97.5 | 85.00% | +40.17% | +15.00% | -25.00% | -8.33% | 33:25 | 26:55 | 30:23 | 33:20 | 35:11 | 38:32 | 04:48 | 03:33 |
 | Void Stone | 16 | 32.65% | 95.0 | 87.50% | +39.02% | -12.50% | -12.50% | 0.00% | 35:17 | 23:03 | 31:34 | 34:27 | 38:03 | 46:38 | 06:29 | 04:48 |
 | Refresher Orb | 14 | 28.57% | 92.5 | 85.71% | +34.28% | +14.29% | -19.04% | -4.89% | 38:11 | 29:41 | 34:08 | 36:50 | 40:57 | 48:25 | 06:49 | 05:02 |
 | Ring of Health | 38 | 77.55% | 90.0 | 71.05% | +43.78% | +8.95% | -4.38% | -9.30% | 04:45 | 01:20 | 02:58 | 03:26 | 04:24 | 38:02 | 01:26 | 01:03 |
 | Vanguard | 30 | 61.22% | 87.5 | 70.00% | +22.63% | +5.00% | -12.86% | -5.86% | 07:24 | 05:19 | 05:58 | 06:41 | 09:01 | 11:39 | 03:03 | 02:15 |
 | Aghanim's Scepter | 44 | 89.80% | 85.0 | 65.91% | +45.91% | +6.82% | -20.46% | -12.59% | 17:23 | 12:42 | 16:03 | 17:04 | 18:13 | 22:41 | 02:10 | 01:36 |
 | Blink Dagger | 44 | 89.80% | 82.5 | 65.91% | +45.91% | -2.27% | -11.36% | -1.34% | 23:40 | 13:15 | 19:27 | 23:23 | 26:14 | 44:11 | 06:47 | 05:01 |
 | Black King Bar | 39 | 79.59% | 80.0 | 66.67% | +26.67% | +23.33% | -6.67% | -7.47% | 25:23 | 21:35 | 23:20 | 24:36 | 27:21 | 33:06 | 04:01 | 02:58 |
 | Magic Wand | 26 | 53.06% | 77.5 | 69.23% | +17.06% | +2.20% | +14.10% | 2.20% | 09:48 | 03:15 | 07:35 | 09:38 | 13:00 | 18:02 | 05:25 | 04:00 |
 | Boots of Speed | 49 | 100.00% | 75.0 | 61.22% | +61.22% | -11.22% | -11.22% | 0.00% | 05:13 | 01:38 | 02:52 | 05:45 | 06:54 | 09:57 | 04:02 | 02:59 |
 | Phase Boots | 41 | 83.67% | 72.5 | 60.98% | -1.52% | -10.98% | -20.98% | -2.82% | 08:46 | 04:39 | 06:28 | 09:11 | 10:01 | 14:01 | 03:33 | 02:37 |
 | Chainmail | 41 | 83.67% | 70.0 | 60.98% | -1.52% | -10.98% | -10.98% | 0.00% | 07:24 | 03:11 | 04:17 | 07:41 | 09:05 | 13:24 | 04:48 | 03:33 |
 | Overwhelming Blink | 7 | 14.29% | 67.5 | 85.71% | +28.57% | -35.71% | +14.29% | 11.54% | 39:17 | 34:30 | 37:10 | 40:53 | 41:30 | 42:08 | 04:20 | 03:12 |
 | Ring of Protection | 36 | 73.47% | 65.0 | 61.11% | -0.43% | -16.67% | +16.67% | 0.00% | -00:56 | -01:29 | -01:29 | -01:29 | -01:29 | 10:06 | 00:00 | 00:00 |
 | Magic Stick | 38 | 77.55% | 62.5 | 60.53% | -3.11% | +9.47% | -27.20% | -36.67% | 00:26 | -01:29 | -01:29 | -01:29 | 01:24 | 17:31 | 02:53 | 02:08 |
 | Soul Ring | 6 | 12.24% | 60.0 | 83.33% | +25.19% | -33.33% | +16.67% | 22.90% | 09:36 | 07:02 | 07:56 | 08:02 | 10:07 | 15:08 | 02:11 | 01:37 |
 | Quelling Blade | 24 | 48.98% | 57.5 | 58.33% | -5.67% | +8.34% | -8.33% | 0.00% | -00:42 | -01:29 | -01:29 | -01:29 | -01:29 | 14:49 | 00:00 | 00:00 |
 | Wind Lace | 9 | 18.37% | 55.0 | 66.67% | +6.67% | -16.67% | +33.33% | 6.73% | 10:28 | -01:29 | 05:37 | 11:50 | 13:03 | 18:32 | 07:26 | 05:30 |
 | Hood of Defiance | 8 | 16.33% | 52.5 | 62.50% | +1.52% | -12.50% | -12.50% | 0.00% | 10:15 | 05:34 | 05:42 | 07:35 | 10:06 | 28:50 | 04:24 | 03:15 |
 | Aghanim's Shard | 4 | 8.16% | 50.0 | 75.00% | +15.00% | +25.00% | +25.00% | 0.00% | 33:14 | 27:48 | 27:48 | 29:51 | 32:31 | 42:47 | 04:43 | 03:29 |
 | Kaya | 4 | 8.16% | 47.5 | 75.00% | +15.00% | +25.00% | +25.00% | 0.00% | 39:14 | 18:33 | 18:33 | 42:26 | 45:08 | 50:50 | 26:35 | 19:41 |
 | Lotus Orb | 4 | 8.16% | 45.0 | 75.00% | +15.00% | +25.00% | +25.00% | 0.00% | 30:10 | 25:18 | 25:18 | 28:58 | 31:54 | 34:28 | 06:36 | 04:53 |
 | Sange | 4 | 8.16% | 42.5 | 75.00% | +15.00% | +25.00% | +25.00% | 0.00% | 32:38 | 18:31 | 18:31 | 29:38 | 31:31 | 50:50 | 13:00 | 09:37 |
 | Wraith Band | 2 | 4.08% | 40.0 | 100.00% | +40.43% | 0.00% | 0.00% | 0.00% | 02:05 | 01:43 | 01:43 | 02:27 | 02:27 | 02:27 | 00:44 | 00:32 |
 | Kaya and Sange | 2 | 4.08% | 37.5 | 100.00% | +40.43% | 0.00% | 0.00% | 0.00% | 36:17 | 21:44 | 21:44 | 50:50 | 50:50 | 50:50 | 29:06 | 21:33 |
 | Ghost Scepter | 2 | 4.08% | 35.0 | 100.00% | +40.43% | 0.00% | 0.00% | 0.00% | 38:37 | 37:05 | 37:05 | 40:09 | 40:09 | 40:09 | 03:04 | 02:16 |
 | Mask of Madness | 1 | 2.04% | 32.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 2.04% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:04 | 43:04 | 43:04 | 43:04 | 43:04 | 43:04 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.04% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:01 | 36:01 | 36:01 | 36:01 | 36:01 | 36:01 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 2.04% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:52 | 29:52 | 29:52 | 29:52 | 29:52 | 29:52 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 2.04% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:11 | 36:11 | 36:11 | 36:11 | 36:11 | 36:11 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.04% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.04% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:51 | 49:51 | 49:51 | 49:51 | 49:51 | 49:51 | 00:00 | 00:00 |
 | Bottle | 4 | 8.16% | 15.0 | 25.00% | -39.44% | -25.00% | +75.00% | 0.00% | 01:21 | 01:07 | 01:07 | 01:11 | 01:25 | 01:39 | 00:18 | 00:13 |
 | Arcane Boots | 1 | 2.04% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:44 | 09:44 | 09:44 | 09:44 | 09:44 | 09:44 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 2.04% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:27 | 06:27 | 06:27 | 06:27 | 06:27 | 06:27 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 2.04% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:26 | 28:26 | 28:26 | 28:26 | 28:26 | 28:26 | 00:00 | 00:00 |
 | Force Staff | 1 | 2.04% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 2.04% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:28 | 15:28 | 15:28 | 15:28 | 15:28 | 15:28 | 00:00 | 00:00 |