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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 | |
 | Linken's Sphere | 16 | 37.21% | 100.0 | 75.00% | +45.37% | +25.00% | +25.00% | 0.00% | 31:11 | 23:40 | 25:58 | 30:00 | 33:12 | 44:57 | 07:14 | 05:21 |
 | Cornucopia | 18 | 41.86% | 97.9 | 72.22% | +44.22% | +7.78% | +27.78% | 2.53% | 30:48 | 21:42 | 25:39 | 29:31 | 33:34 | 44:33 | 07:55 | 05:51 |
 | Octarine Core | 15 | 34.88% | 95.7 | 66.67% | +30.96% | +8.33% | -41.67% | -8.72% | 33:29 | 27:58 | 29:51 | 33:22 | 35:35 | 42:44 | 05:44 | 04:14 |
 | Overwhelming Blink | 12 | 27.91% | 93.6 | 66.67% | +27.96% | +33.33% | -66.67% | -24.10% | 40:25 | 32:56 | 36:59 | 39:27 | 41:08 | 49:41 | 04:09 | 03:04 |
 | Void Stone | 26 | 60.47% | 91.5 | 53.85% | +18.56% | -10.99% | +12.82% | 2.76% | 26:07 | 14:12 | 21:13 | 25:10 | 29:51 | 42:38 | 08:38 | 06:23 |
 | Bottle | 42 | 97.67% | 89.4 | 47.62% | +47.62% | -29.44% | +2.38% | 31.82% | 01:35 | 00:15 | 01:23 | 01:37 | 01:43 | 02:11 | 00:20 | 00:14 |
 | Blink Dagger | 42 | 97.67% | 87.2 | 47.62% | +47.62% | +25.11% | +2.38% | -8.63% | 17:42 | 13:38 | 16:11 | 17:19 | 18:49 | 27:41 | 02:38 | 01:57 |
 | Chainmail | 43 | 100.00% | 85.1 | 46.51% | +46.51% | +17.13% | -10.15% | -10.49% | 11:19 | 07:03 | 09:47 | 10:44 | 12:23 | 22:28 | 02:36 | 01:55 |
 | Magic Wand | 43 | 100.00% | 83.0 | 46.51% | +46.51% | +8.04% | +8.04% | 0.00% | 06:45 | 02:21 | 03:54 | 06:19 | 08:16 | 16:06 | 04:22 | 03:14 |
 | Magic Stick | 43 | 100.00% | 80.9 | 46.51% | +46.51% | -10.15% | -1.06% | 9.09% | 03:08 | -01:29 | 02:16 | 02:30 | 02:50 | 13:30 | 00:34 | 00:25 |
 | Boots of Speed | 43 | 100.00% | 78.7 | 46.51% | +46.51% | -1.06% | -10.15% | -2.58% | 07:21 | 03:37 | 05:10 | 06:14 | 08:41 | 15:41 | 03:31 | 02:36 |
 | Witch Blade | 43 | 100.00% | 76.6 | 46.51% | +46.51% | +17.13% | -10.15% | -12.31% | 12:32 | 08:57 | 11:03 | 12:21 | 13:16 | 22:28 | 02:13 | 01:38 |
 | Boots of Travel | 9 | 20.93% | 74.5 | 66.67% | +25.49% | -66.67% | +33.33% | 8.61% | 36:58 | 21:05 | 30:07 | 38:50 | 41:44 | 48:29 | 11:37 | 08:36 |
 | Kaya | 35 | 81.40% | 72.3 | 45.71% | -4.29% | +32.07% | -34.60% | -8.66% | 23:42 | 13:44 | 19:05 | 22:10 | 26:47 | 47:54 | 07:42 | 05:42 |
 | Kaya and Sange | 31 | 72.09% | 70.2 | 45.16% | -4.84% | +29.84% | -7.66% | -6.43% | 25:54 | 21:15 | 22:26 | 25:02 | 28:16 | 32:52 | 05:50 | 04:19 |
 | Sange | 31 | 72.09% | 68.1 | 45.16% | -4.84% | +29.84% | +4.84% | -4.11% | 24:58 | 18:50 | 21:37 | 24:18 | 27:42 | 32:25 | 06:05 | 04:30 |
 | Power Treads | 28 | 65.12% | 66.0 | 42.86% | -10.47% | -14.29% | +14.28% | 22.56% | 07:55 | 05:19 | 06:30 | 07:06 | 07:46 | 16:07 | 01:16 | 00:56 |
 | Revenant's Brooch | 4 | 9.30% | 63.8 | 75.00% | +31.41% | +25.00% | -75.00% | -9.74% | 42:06 | 31:50 | 31:50 | 36:13 | 42:06 | 58:14 | 10:16 | 07:36 |
 | Wind Lace | 13 | 30.23% | 61.7 | 46.15% | -0.52% | -12.82% | -12.82% | 0.00% | 20:07 | 14:51 | 15:46 | 21:10 | 22:56 | 25:54 | 07:10 | 05:18 |
 | Eul's Scepter of Divinity | 13 | 30.23% | 59.6 | 46.15% | -0.52% | -12.82% | +20.52% | 5.17% | 21:57 | 16:16 | 17:41 | 22:44 | 24:08 | 26:48 | 06:27 | 04:46 |
 | Aghanim's Shard | 5 | 11.63% | 57.4 | 60.00% | +15.26% | -60.00% | +40.00% | 11.39% | 35:41 | 29:29 | 29:29 | 35:01 | 38:16 | 42:45 | 08:47 | 06:30 |
 | Ethereal Blade | 3 | 6.98% | 55.3 | 66.67% | +21.67% | +33.33% | 0.00% | 0.00% | 33:15 | 23:32 | 23:32 | 27:44 | 48:28 | 48:28 | 24:56 | 18:28 |
 | Aeon Disk | 3 | 6.98% | 53.2 | 66.67% | +21.67% | +33.33% | 0.00% | 0.00% | 35:03 | 34:00 | 34:00 | 35:24 | 35:46 | 35:46 | 01:46 | 01:18 |
 | Boots of Travel 2 | 3 | 6.98% | 51.1 | 66.67% | +21.67% | +33.33% | 0.00% | 0.00% | 50:16 | 43:51 | 43:51 | 45:07 | 1:01:50 | 1:01:50 | 17:59 | 13:19 |
 | Ghost Scepter | 3 | 6.98% | 48.9 | 66.67% | +21.67% | +33.33% | 0.00% | 0.00% | 32:21 | 22:46 | 22:46 | 26:23 | 47:55 | 47:55 | 25:09 | 18:37 |
 | Ring of Health | 4 | 9.30% | 46.8 | 50.00% | +3.85% | -50.00% | +50.00% | 25.75% | 28:54 | 25:58 | 25:58 | 26:24 | 29:51 | 33:21 | 03:53 | 02:52 |
 | Desolator | 1 | 2.33% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:28 | 43:28 | 43:28 | 43:28 | 43:28 | 43:28 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.33% | 42.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:58 | 42:58 | 42:58 | 42:58 | 42:58 | 42:58 | 00:00 | 00:00 |
 | Crystalys | 1 | 2.33% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:27 | 45:27 | 45:27 | 45:27 | 45:27 | 45:27 | 00:00 | 00:00 |
 | Daedalus | 1 | 2.33% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:58 | 45:58 | 45:58 | 45:58 | 45:58 | 45:58 | 00:00 | 00:00 |
 | Blight Stone | 1 | 2.33% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:28 | 43:28 | 43:28 | 43:28 | 43:28 | 43:28 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 2.33% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:35 | 31:35 | 31:35 | 31:35 | 31:35 | 31:35 | 00:00 | 00:00 |
 | Null Talisman | 10 | 23.26% | 31.9 | 30.00% | -21.52% | -30.00% | +20.00% | 47.62% | 04:23 | 03:20 | 03:48 | 03:57 | 04:51 | 05:40 | 01:03 | 00:46 |
 | Dagon (level 5) | 2 | 4.65% | 29.8 | 50.00% | +3.66% | +50.00% | 0.00% | 0.00% | 44:24 | 41:44 | 41:44 | 47:03 | 47:03 | 47:03 | 05:19 | 03:56 |
 | Wind Waker | 2 | 4.65% | 27.7 | 50.00% | +3.66% | +50.00% | 0.00% | 0.00% | 48:19 | 43:48 | 43:48 | 52:50 | 52:50 | 52:50 | 09:02 | 06:41 |
 | Diadem | 3 | 6.98% | 25.5 | 33.33% | -14.17% | +66.67% | 0.00% | 0.00% | 38:11 | 31:30 | 31:30 | 37:12 | 45:52 | 45:52 | 14:22 | 10:38 |
 | Dagon | 3 | 6.98% | 23.4 | 33.33% | -14.17% | +66.67% | 0.00% | 0.00% | 38:45 | 33:11 | 33:11 | 37:12 | 45:53 | 45:53 | 12:42 | 09:24 |
 | Dagon (level 2) | 3 | 6.98% | 21.3 | 33.33% | -14.17% | -33.33% | 0.00% | 0.00% | 40:15 | 37:12 | 37:12 | 37:41 | 45:53 | 45:53 | 08:41 | 06:25 |
 | Spirit Vessel | 1 | 2.33% | 19.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:58 | 13:58 | 13:58 | 13:58 | 13:58 | 13:58 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 2.33% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:58 | 35:58 | 35:58 | 35:58 | 35:58 | 35:58 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 2.33% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:43 | 08:43 | 08:43 | 08:43 | 08:43 | 08:43 | 00:00 | 00:00 |
 | Javelin | 1 | 2.33% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:44 | 35:44 | 35:44 | 35:44 | 35:44 | 35:44 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 2.33% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:20 | 08:20 | 08:20 | 08:20 | 08:20 | 08:20 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 2.33% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:59 | 25:59 | 25:59 | 25:59 | 25:59 | 25:59 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 2.33% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:53 | 45:53 | 45:53 | 45:53 | 45:53 | 45:53 | 00:00 | 00:00 |
 | Dagon (level 3) | 2 | 4.65% | 4.3 | 0.00% | -48.78% | 0.00% | 0.00% | 0.00% | 41:33 | 37:13 | 37:13 | 45:53 | 45:53 | 45:53 | 08:40 | 06:25 |
 | Black King Bar | 2 | 4.65% | 2.1 | 0.00% | -48.78% | 0.00% | 0.00% | 0.00% | 34:15 | 33:36 | 33:36 | 34:53 | 34:53 | 34:53 | 01:17 | 00:57 |