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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 | |
 | Shiva's Guard | 10 | 23.81% | 100.0 | 90.00% | +43.12% | -23.33% | +10.00% | 0.00% | 35:42 | 29:54 | 30:37 | 33:16 | 39:00 | 45:33 | 08:23 | 06:12 |
 | Aghanim's Scepter | 5 | 11.90% | 97.7 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 31:00 | 22:43 | 22:43 | 34:30 | 35:34 | 38:31 | 12:51 | 09:31 |
 | Pipe of Insight | 21 | 50.00% | 95.5 | 71.43% | +28.57% | +8.57% | +8.57% | 0.00% | 17:56 | 13:43 | 16:00 | 17:35 | 19:28 | 23:05 | 03:28 | 02:34 |
 | Blink Dagger | 36 | 85.71% | 93.2 | 63.89% | +47.22% | -8.33% | +2.78% | 1.67% | 24:06 | 14:16 | 19:56 | 22:12 | 26:35 | 37:14 | 06:39 | 04:55 |
 | Cornucopia | 10 | 23.81% | 90.9 | 80.00% | +30.00% | -13.33% | +20.00% | 0.00% | 42:21 | 28:32 | 35:35 | 38:39 | 45:49 | 1:01:33 | 10:14 | 07:34 |
 | Arcane Boots | 29 | 69.05% | 88.6 | 62.07% | +15.92% | +9.36% | -4.93% | -3.63% | 10:59 | 05:12 | 07:47 | 10:12 | 11:43 | 28:43 | 03:56 | 02:54 |
 | Ring of Health | 41 | 97.62% | 86.4 | 58.54% | +58.54% | -8.54% | +1.46% | 6.98% | 05:32 | 01:52 | 02:55 | 03:26 | 04:21 | 31:41 | 01:26 | 01:03 |
 | Boots of Speed | 42 | 100.00% | 84.1 | 57.14% | +57.14% | -2.59% | -7.14% | -0.96% | 06:33 | 01:35 | 04:19 | 05:57 | 09:03 | 13:14 | 04:44 | 03:30 |
 | Void Stone | 31 | 73.81% | 81.8 | 58.06% | +3.51% | +4.44% | -8.06% | -4.34% | 10:10 | 04:25 | 06:30 | 08:07 | 09:23 | 36:26 | 02:53 | 02:08 |
 | Magic Stick | 29 | 69.05% | 79.5 | 58.62% | +4.77% | +12.81% | +12.81% | 0.00% | 02:27 | -01:29 | -01:29 | 01:59 | 03:50 | 11:31 | 05:19 | 03:56 |
 | Quelling Blade | 21 | 50.00% | 77.3 | 61.90% | +9.52% | +18.10% | -1.90% | 0.00% | -01:25 | -01:29 | -01:29 | -01:29 | -01:29 | -00:19 | 00:00 | 00:00 |
 | Aghanim's Shard | 19 | 45.24% | 75.0 | 63.16% | +10.99% | +16.84% | -23.16% | -3.68% | 31:04 | 22:30 | 25:19 | 31:08 | 36:11 | 42:09 | 10:52 | 08:02 |
 | Headdress | 34 | 80.95% | 72.7 | 55.88% | -6.62% | +10.79% | -5.88% | -3.70% | 15:00 | 08:29 | 11:53 | 13:52 | 16:23 | 31:57 | 04:30 | 03:20 |
 | Refresher Orb | 6 | 14.29% | 70.5 | 83.33% | +30.55% | +16.67% | +16.67% | 0.00% | 44:38 | 36:50 | 39:46 | 44:29 | 46:46 | 54:07 | 07:00 | 05:11 |
 | Chainmail | 30 | 71.43% | 68.2 | 56.67% | -1.66% | +5.83% | -13.81% | -3.33% | 12:30 | 04:56 | 08:12 | 11:48 | 14:06 | 29:21 | 05:54 | 04:22 |
 | Ring of Protection | 26 | 61.90% | 65.9 | 57.69% | +1.44% | +28.02% | -24.36% | -3.88% | 16:11 | -01:29 | 09:05 | 14:15 | 22:36 | 40:44 | 13:31 | 10:00 |
 | Magic Wand | 35 | 83.33% | 63.6 | 54.29% | -17.14% | +1.27% | +12.38% | 1.34% | 06:06 | -01:29 | -01:29 | 06:14 | 09:45 | 35:29 | 11:14 | 08:19 |
 | Meteor Hammer | 27 | 64.29% | 61.4 | 55.56% | -4.44% | +1.58% | -26.99% | -10.78% | 09:25 | 07:03 | 07:54 | 08:49 | 10:33 | 13:22 | 02:39 | 01:57 |
 | Crown | 27 | 64.29% | 59.1 | 55.56% | -4.44% | +1.58% | +1.58% | 0.00% | 06:59 | 04:21 | 05:42 | 06:12 | 07:45 | 11:21 | 02:03 | 01:31 |
 | Buckler | 21 | 50.00% | 56.8 | 57.14% | 0.00% | +2.86% | -17.14% | -1.88% | 21:09 | 11:31 | 14:21 | 18:38 | 25:00 | 40:44 | 10:39 | 07:53 |
 | Guardian Greaves | 17 | 40.48% | 54.5 | 58.82% | +2.82% | +16.18% | -33.82% | -5.66% | 22:27 | 13:47 | 16:48 | 19:02 | 25:38 | 40:58 | 08:50 | 06:32 |
 | Mekansm | 20 | 47.62% | 52.3 | 55.00% | -4.09% | +25.00% | -15.00% | -9.80% | 16:10 | 09:59 | 12:01 | 14:08 | 16:06 | 31:57 | 04:05 | 03:01 |
 | Sange | 12 | 28.57% | 50.0 | 58.33% | +1.66% | -25.00% | +8.34% | 7.35% | 22:51 | 14:42 | 19:41 | 20:58 | 24:13 | 35:37 | 04:32 | 03:21 |
 | Phase Boots | 10 | 23.81% | 47.7 | 60.00% | +3.75% | +6.67% | -10.00% | 0.00% | 09:54 | 05:46 | 07:13 | 07:41 | 13:35 | 14:51 | 06:22 | 04:42 |
 | Soul Ring | 8 | 19.05% | 45.5 | 62.50% | +6.62% | +37.50% | -12.50% | 0.00% | 10:57 | 06:59 | 08:00 | 09:20 | 10:19 | 22:31 | 02:19 | 01:42 |
 | Heaven's Halberd | 11 | 26.19% | 43.2 | 54.55% | -3.51% | -21.22% | -21.22% | 0.00% | 25:15 | 15:19 | 22:10 | 25:13 | 26:19 | 36:37 | 04:09 | 03:04 |
 | Bracer | 14 | 33.33% | 40.9 | 50.00% | -10.71% | +25.00% | +16.67% | -5.55% | 03:10 | 00:51 | 01:39 | 02:15 | 03:09 | 08:32 | 01:30 | 01:06 |
 | Wind Lace | 9 | 21.43% | 38.6 | 55.56% | -2.02% | +44.44% | -5.56% | 0.00% | 07:38 | -01:29 | -01:29 | 09:16 | 11:19 | 12:44 | 12:48 | 09:28 |
 | Boots of Travel | 2 | 4.76% | 36.4 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 42:42 | 42:04 | 42:04 | 43:19 | 43:19 | 43:19 | 01:15 | 00:55 |
 | Aeon Disk | 2 | 4.76% | 34.1 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 42:59 | 36:21 | 36:21 | 49:37 | 49:37 | 49:37 | 13:16 | 09:49 |
 | Lotus Orb | 5 | 11.90% | 31.8 | 60.00% | +3.24% | +40.00% | -60.00% | 0.00% | 26:58 | 14:34 | 14:34 | 29:35 | 32:52 | 37:43 | 18:18 | 13:33 |
 | Morbid Mask | 3 | 7.14% | 29.5 | 66.67% | +10.26% | +33.33% | 0.00% | 0.00% | 20:27 | 16:17 | 16:17 | 21:13 | 23:51 | 23:51 | 07:34 | 05:36 |
 | Vladmir's Offering | 3 | 7.14% | 27.3 | 66.67% | +10.26% | +33.33% | 0.00% | 0.00% | 21:48 | 18:05 | 18:05 | 23:28 | 23:51 | 23:51 | 05:46 | 04:16 |
 | Ring of Basilius | 4 | 9.52% | 25.0 | 50.00% | -7.89% | -50.00% | +50.00% | 0.00% | 18:34 | 11:09 | 11:09 | 17:17 | 21:59 | 23:51 | 10:50 | 08:01 |
 | Tranquil Boots | 1 | 2.38% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.38% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:32 | 12:32 | 12:32 | 12:32 | 12:32 | 12:32 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.38% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:33 | 1:01:33 | 1:01:33 | 1:01:33 | 1:01:33 | 1:01:33 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.38% | 15.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:48 | 34:48 | 34:48 | 34:48 | 34:48 | 34:48 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.38% | 13.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:37 | 53:37 | 53:37 | 53:37 | 53:37 | 53:37 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 2.38% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:04 | 42:04 | 42:04 | 42:04 | 42:04 | 42:04 | 00:00 | 00:00 |
 | Black King Bar | 1 | 2.38% | 9.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:42 | 30:42 | 30:42 | 30:42 | 30:42 | 30:42 | 00:00 | 00:00 |
 | Scythe of Vyse | 3 | 7.14% | 6.8 | 33.33% | -25.64% | +66.67% | 0.00% | 0.00% | 33:19 | 29:22 | 29:22 | 33:04 | 37:32 | 37:32 | 08:10 | 06:02 |
 | Force Staff | 1 | 2.38% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:27 | 19:27 | 19:27 | 19:27 | 19:27 | 19:27 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 2.38% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:27 | 19:27 | 19:27 | 19:27 | 19:27 | 19:27 | 00:00 | 00:00 |