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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 | |
 | Skull Basher | 10 | 45.45% | 100.0 | 70.00% | +36.67% | -3.33% | -3.33% | 0.00% | 36:37 | 27:02 | 31:51 | 34:29 | 43:03 | 47:38 | 11:11 | 08:17 |
 | Aghanim's Scepter | 19 | 86.36% | 95.9 | 57.89% | +57.89% | -17.89% | +22.11% | 5.39% | 23:15 | 18:20 | 19:35 | 20:55 | 27:00 | 31:30 | 07:25 | 05:29 |
 | Blight Stone | 17 | 77.27% | 94.9 | 58.82% | +38.82% | +21.18% | -18.82% | -17.52% | 03:26 | 00:19 | 02:17 | 03:09 | 04:34 | 08:02 | 02:17 | 01:41 |
 | Bottle | 15 | 68.18% | 93.8 | 60.00% | +31.43% | 0.00% | +15.00% | 15.00% | 01:35 | 01:12 | 01:30 | 01:34 | 01:38 | 02:08 | 00:08 | 00:06 |
 | Octarine Core | 11 | 50.00% | 91.7 | 63.64% | +27.28% | -30.31% | +3.03% | 5.37% | 36:57 | 29:15 | 33:33 | 34:53 | 39:45 | 46:37 | 06:12 | 04:35 |
 | Magic Stick | 18 | 81.82% | 90.6 | 55.56% | +30.56% | -15.56% | +4.44% | 11.21% | 03:37 | -01:29 | 02:09 | 03:05 | 03:56 | 12:24 | 01:47 | 01:19 |
 | Aghanim's Shard | 21 | 95.45% | 88.7 | 52.38% | +52.38% | -2.38% | +14.29% | 2.08% | 23:44 | 15:07 | 19:16 | 24:11 | 27:18 | 35:44 | 08:02 | 05:57 |
 | Blink Dagger | 22 | 100.00% | 85.7 | 50.00% | +50.00% | 0.00% | -33.33% | -4.31% | 21:04 | 15:19 | 16:39 | 22:07 | 24:23 | 29:14 | 07:43 | 05:43 |
 | Boots of Speed | 22 | 100.00% | 85.7 | 50.00% | +50.00% | -16.67% | +16.67% | 22.67% | 05:06 | 03:13 | 04:25 | 04:59 | 05:54 | 07:52 | 01:28 | 01:05 |
 | Arcane Boots | 22 | 100.00% | 85.7 | 50.00% | +50.00% | 0.00% | -33.33% | -16.73% | 08:40 | 05:07 | 07:00 | 07:59 | 09:00 | 16:20 | 01:59 | 01:28 |
 | Diffusal Blade | 22 | 100.00% | 85.7 | 50.00% | +50.00% | -16.67% | -16.67% | 0.00% | 12:13 | 09:11 | 11:31 | 12:15 | 13:09 | 14:41 | 01:38 | 01:12 |
 | Ring of Basilius | 22 | 100.00% | 85.7 | 50.00% | +50.00% | +7.14% | -16.67% | -6.72% | 06:46 | 02:26 | 04:33 | 05:42 | 08:05 | 15:08 | 03:32 | 02:37 |
 | Magic Wand | 18 | 81.82% | 81.1 | 50.00% | 0.00% | +10.00% | -30.00% | -10.79% | 05:50 | -01:29 | 03:54 | 04:29 | 07:37 | 14:13 | 03:42 | 02:44 |
 | Cornucopia | 4 | 18.18% | 72.1 | 75.00% | +30.56% | +25.00% | +25.00% | 0.00% | 42:09 | 37:40 | 40:10 | 42:38 | 44:36 | 45:39 | 04:25 | 03:16 |
 | Ring of Health | 10 | 45.45% | 50.1 | 40.00% | -18.33% | -6.67% | -6.67% | 0.00% | 34:01 | 18:51 | 26:39 | 33:12 | 43:15 | 49:35 | 16:36 | 12:17 |
 | Refresher Orb | 3 | 13.64% | 48.1 | 66.67% | +19.30% | +33.33% | +33.33% | 0.00% | 43:43 | 41:02 | 42:38 | 44:15 | 45:03 | 45:51 | 02:24 | 01:47 |
 | Linken's Sphere | 3 | 13.64% | 48.1 | 66.67% | +19.30% | +33.33% | +33.33% | 0.00% | 35:21 | 33:54 | 34:13 | 34:32 | 36:05 | 37:38 | 01:52 | 01:22 |
 | Disperser | 3 | 13.64% | 48.1 | 66.67% | +19.30% | +33.33% | -66.67% | 0.00% | 36:20 | 30:14 | 34:22 | 38:30 | 39:23 | 40:16 | 05:01 | 03:42 |
 | Boots of Travel | 3 | 13.64% | 48.1 | 66.67% | +19.30% | +33.33% | -66.67% | 0.00% | 42:33 | 40:55 | 41:26 | 41:58 | 43:22 | 44:47 | 01:56 | 01:25 |
 | Ring of Tarrasque | 3 | 13.64% | 48.1 | 66.67% | +19.30% | +33.33% | +33.33% | 0.00% | 43:38 | 41:01 | 42:38 | 44:15 | 44:57 | 45:39 | 02:19 | 01:42 |
 | Aghanim's Blessing | 3 | 13.64% | 48.1 | 66.67% | +19.30% | -66.67% | +33.33% | 0.00% | 47:35 | 45:08 | 45:20 | 45:33 | 48:49 | 52:05 | 03:28 | 02:34 |
 | Bracer | 8 | 36.36% | 40.8 | 37.50% | -19.64% | +12.50% | -37.50% | -50.00% | 02:22 | 00:50 | 01:54 | 02:20 | 02:52 | 03:34 | 00:57 | 00:42 |
 | Void Stone | 9 | 40.91% | 37.6 | 33.33% | -28.21% | 0.00% | 0.00% | 0.00% | 33:25 | 18:51 | 24:32 | 33:10 | 36:14 | 56:42 | 11:42 | 08:40 |
 | Eternal Shroud | 1 | 4.55% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:52 | 41:52 | 41:52 | 41:52 | 41:52 | 41:52 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 4.55% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:42 | 18:42 | 18:42 | 18:42 | 18:42 | 18:42 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 4.55% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:03 | 42:03 | 42:03 | 42:03 | 42:03 | 42:03 | 00:00 | 00:00 |
 | Sange | 1 | 4.55% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:17 | 26:17 | 26:17 | 26:17 | 26:17 | 26:17 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 4.55% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:25 | 28:25 | 28:25 | 28:25 | 28:25 | 28:25 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 4.55% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:55 | 37:55 | 37:55 | 37:55 | 37:55 | 37:55 | 00:00 | 00:00 |
 | Crown | 2 | 9.09% | 20.0 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 41:24 | 29:18 | 35:20 | 41:23 | 47:26 | 53:29 | 12:05 | 08:57 |
 | Abyssal Blade | 2 | 9.09% | 20.0 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 48:43 | 47:33 | 48:08 | 48:43 | 49:18 | 49:53 | 01:10 | 00:51 |
 | Veil of Discord | 2 | 9.09% | 20.0 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 41:24 | 29:18 | 35:21 | 41:24 | 47:27 | 53:30 | 12:06 | 08:57 |
 | Null Talisman | 2 | 9.09% | 20.0 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 04:11 | 03:39 | 03:54 | 04:10 | 04:26 | 04:42 | 00:31 | 00:23 |
 | Helm of Iron Will | 2 | 9.09% | 20.0 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 41:23 | 29:17 | 35:20 | 41:23 | 47:26 | 53:29 | 12:06 | 08:57 |
 | Vanguard | 2 | 9.09% | 20.0 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 48:40 | 47:33 | 48:06 | 48:40 | 49:13 | 49:47 | 01:07 | 00:49 |
 | Lotus Orb | 5 | 22.73% | 11.3 | 20.00% | -38.82% | +30.00% | -20.00% | -4.57% | 30:05 | 21:20 | 22:33 | 26:47 | 33:30 | 46:15 | 10:57 | 08:06 |
 | Shiva's Guard | 1 | 4.55% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:57 | 32:57 | 32:57 | 32:57 | 32:57 | 32:57 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 4.55% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:16 | 47:16 | 47:16 | 47:16 | 47:16 | 47:16 | 00:00 | 00:00 |
 | Wind Lace | 1 | 4.55% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:16 | 47:16 | 47:16 | 47:16 | 47:16 | 47:16 | 00:00 | 00:00 |