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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 Protection | 22 | 48.89% | 100.0 | 77.27% | +42.49% | +22.73% | +22.73% | 0.00% | 08:50 | -01:29 | 04:54 | 09:04 | 13:11 | 22:50 | 08:17 | 06:08 |
 | Urn of Shadows | 20 | 44.44% | 97.5 | 75.00% | +35.00% | +5.00% | +5.00% | 0.00% | 11:07 | 05:06 | 09:04 | 11:21 | 13:11 | 15:43 | 04:07 | 03:02 |
 | Boots of Speed | 45 | 100.00% | 95.0 | 55.56% | +55.56% | -1.01% | -1.01% | 0.00% | 02:25 | -01:29 | -01:29 | 02:03 | 05:47 | 13:29 | 07:16 | 05:22 |
 | Tranquil Boots | 43 | 95.56% | 92.5 | 55.81% | +5.81% | -1.26% | +35.10% | 8.33% | 07:59 | 02:05 | 04:59 | 07:20 | 09:21 | 27:00 | 04:22 | 03:14 |
 | Wind Lace | 43 | 95.56% | 90.0 | 55.81% | +5.81% | -19.45% | +16.92% | 8.91% | 03:36 | -01:29 | -01:29 | 03:14 | 05:34 | 12:05 | 07:03 | 05:13 |
 | Magic Stick | 44 | 97.78% | 87.5 | 54.55% | -45.45% | 0.00% | +9.09% | 1.95% | 04:48 | -01:29 | 01:58 | 04:07 | 06:37 | 16:59 | 04:39 | 03:26 |
 | Spirit Vessel | 6 | 13.33% | 85.0 | 83.33% | +32.05% | +16.67% | -83.33% | -11.45% | 21:16 | 17:00 | 18:05 | 18:08 | 26:49 | 27:54 | 08:44 | 06:28 |
 | Magic Wand | 35 | 77.78% | 82.5 | 54.29% | -5.71% | -9.85% | +23.49% | 7.12% | 12:37 | 04:07 | 09:28 | 11:56 | 14:09 | 24:52 | 04:41 | 03:28 |
 | Fluffy Hat | 29 | 64.44% | 80.0 | 55.17% | -1.08% | -12.31% | +1.97% | 1.61% | 18:38 | 08:12 | 13:16 | 19:09 | 22:09 | 31:54 | 08:53 | 06:34 |
 | Ring of Health | 17 | 37.78% | 77.5 | 58.82% | +5.25% | +16.18% | -8.82% | -1.74% | 26:13 | 13:42 | 17:30 | 23:06 | 31:54 | 46:23 | 14:24 | 10:40 |
 | Aghanim's Shard | 7 | 15.56% | 75.0 | 71.43% | +18.80% | +28.57% | -71.43% | -11.47% | 32:32 | 23:58 | 26:18 | 32:37 | 35:01 | 42:35 | 08:43 | 06:27 |
 | Ghost Scepter | 7 | 15.56% | 72.5 | 71.43% | +18.80% | +28.57% | -21.43% | -15.00% | 31:14 | 24:09 | 29:37 | 32:52 | 32:57 | 35:59 | 03:20 | 02:28 |
 | Glimmer Cape | 5 | 11.11% | 70.0 | 80.00% | +27.50% | +20.00% | +20.00% | 0.00% | 28:00 | 22:39 | 22:39 | 29:55 | 32:17 | 32:27 | 09:38 | 07:08 |
 | Hood of Defiance | 10 | 22.22% | 67.5 | 60.00% | +5.71% | +40.00% | -10.00% | -9.40% | 20:05 | 14:34 | 17:16 | 18:45 | 22:35 | 28:07 | 05:19 | 03:56 |
 | Void Stone | 8 | 17.78% | 65.0 | 62.50% | +8.45% | +37.50% | -12.50% | -2.84% | 36:01 | 26:40 | 27:06 | 31:23 | 44:44 | 46:23 | 17:38 | 13:03 |
 | Lotus Orb | 6 | 13.33% | 62.5 | 66.67% | +12.82% | +33.33% | +33.33% | 0.00% | 39:14 | 26:40 | 31:34 | 40:11 | 45:53 | 46:23 | 14:19 | 10:36 |
 | Force Staff | 21 | 46.67% | 60.0 | 42.86% | -23.81% | -2.86% | -42.86% | -4.96% | 28:20 | 18:25 | 24:21 | 27:28 | 32:25 | 37:27 | 08:04 | 05:58 |
 | Heaven's Halberd | 2 | 4.44% | 57.5 | 100.00% | +46.51% | 0.00% | 0.00% | 0.00% | 28:14 | 24:49 | 24:49 | 31:38 | 31:38 | 31:38 | 06:49 | 05:02 |
 | Sange | 2 | 4.44% | 55.0 | 100.00% | +46.51% | 0.00% | 0.00% | 0.00% | 27:32 | 24:25 | 24:25 | 30:38 | 30:38 | 30:38 | 06:13 | 04:36 |
 | Black King Bar | 2 | 4.44% | 52.5 | 100.00% | +46.51% | 0.00% | 0.00% | 0.00% | 39:07 | 32:03 | 32:03 | 46:11 | 46:11 | 46:11 | 14:08 | 10:28 |
 | Ring of Basilius | 2 | 4.44% | 50.0 | 100.00% | +46.51% | 0.00% | 0.00% | 0.00% | 14:16 | 13:41 | 13:41 | 14:51 | 14:51 | 14:51 | 01:10 | 00:51 |
 | Aghanim's Scepter | 5 | 11.11% | 47.5 | 60.00% | +5.00% | -60.00% | -60.00% | 0.00% | 35:45 | 25:31 | 25:31 | 33:28 | 37:53 | 53:29 | 12:22 | 09:09 |
 | Pipe of Insight | 3 | 6.67% | 45.0 | 66.67% | +11.91% | +33.33% | 0.00% | 0.00% | 29:37 | 24:31 | 24:31 | 24:41 | 39:39 | 39:39 | 15:08 | 11:12 |
 | Headdress | 4 | 8.89% | 42.5 | 50.00% | -6.10% | -50.00% | +50.00% | 0.00% | 18:39 | -01:29 | -01:29 | 18:39 | 23:23 | 34:04 | 24:52 | 18:25 |
 | Veil of Discord | 1 | 2.22% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:11 | 20:11 | 20:11 | 20:11 | 20:11 | 20:11 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.22% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:45 | 28:45 | 28:45 | 28:45 | 28:45 | 28:45 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 2.22% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:23 | 29:23 | 29:23 | 29:23 | 29:23 | 29:23 | 00:00 | 00:00 |
 | Chainmail | 8 | 17.78% | 32.5 | 25.00% | -37.16% | -25.00% | +25.00% | 8.38% | 17:23 | 11:03 | 12:30 | 15:06 | 18:28 | 29:09 | 05:58 | 04:25 |
 | Blade Mail | 2 | 4.44% | 30.0 | 50.00% | -5.81% | -50.00% | 0.00% | 0.00% | 19:15 | 19:00 | 19:00 | 19:29 | 19:29 | 19:29 | 00:29 | 00:21 |
 | Drum of Endurance | 2 | 4.44% | 27.5 | 50.00% | -5.81% | +50.00% | 0.00% | 0.00% | 15:43 | 13:51 | 13:51 | 17:35 | 17:35 | 17:35 | 03:44 | 02:45 |
 | Buckler | 3 | 6.67% | 25.0 | 33.33% | -23.81% | -33.33% | 0.00% | 0.00% | 16:49 | 09:21 | 09:21 | 17:14 | 23:53 | 23:53 | 14:32 | 10:45 |
 | Medallion of Courage | 6 | 13.33% | 22.5 | 16.67% | -44.87% | -16.67% | +83.33% | 12.96% | 19:19 | 13:40 | 14:36 | 15:58 | 22:19 | 29:09 | 07:43 | 05:42 |
 | Blight Stone | 6 | 13.33% | 20.0 | 16.67% | -44.87% | -16.67% | +83.33% | 19.61% | 17:59 | 13:07 | 14:36 | 15:21 | 19:42 | 29:09 | 05:06 | 03:46 |
 | Crown | 6 | 13.33% | 17.5 | 16.67% | -44.87% | -16.67% | -16.67% | 0.00% | 19:59 | 14:49 | 16:18 | 17:41 | 25:37 | 25:40 | 09:19 | 06:54 |
 | Vanguard | 1 | 2.22% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 2.22% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 2.22% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:55 | 23:55 | 23:55 | 23:55 | 23:55 | 23:55 | 00:00 | 00:00 |
 | Bracer | 1 | 2.22% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.22% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 00:00 | 00:00 |
 | Solar Crest | 5 | 11.11% | 2.5 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 25:04 | 19:50 | 19:50 | 22:45 | 29:21 | 31:02 | 09:31 | 07:02 |