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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 | |
 | Hand of Midas | 4 | 12.12% | 100.0 | 100.00% | +55.17% | 0.00% | 0.00% | 0.00% | 10:03 | 07:58 | 07:58 | 09:12 | 09:47 | 13:13 | 01:49 | 01:20 |
 | Void Stone | 11 | 33.33% | 97.9 | 72.73% | +31.82% | +27.27% | -72.73% | -8.09% | 38:07 | 23:31 | 30:54 | 40:28 | 43:16 | 53:16 | 12:22 | 09:09 |
 | Wind Lace | 20 | 60.61% | 95.8 | 60.00% | +21.54% | 0.00% | +20.00% | 5.85% | 06:54 | 01:41 | 04:15 | 06:06 | 07:40 | 30:11 | 03:25 | 02:31 |
 | Magic Stick | 30 | 90.91% | 93.8 | 53.33% | +20.00% | +21.67% | -10.47% | -6.99% | 03:50 | -01:29 | 01:25 | 02:45 | 06:01 | 16:06 | 04:36 | 03:24 |
 | Boots of Speed | 33 | 100.00% | 91.7 | 51.52% | +51.52% | -1.52% | -1.52% | 0.00% | 02:51 | -01:29 | 02:04 | 03:04 | 03:51 | 07:08 | 01:47 | 01:19 |
 | Ring of Health | 15 | 45.45% | 89.6 | 60.00% | +15.56% | -10.00% | -10.00% | 0.00% | 26:27 | 02:47 | 09:29 | 30:54 | 40:28 | 53:16 | 30:59 | 22:57 |
 | Magic Wand | 27 | 81.82% | 87.5 | 51.85% | +1.85% | -23.28% | +19.58% | 14.78% | 08:15 | 04:05 | 06:17 | 07:14 | 09:11 | 16:31 | 02:54 | 02:08 |
 | Chainmail | 30 | 90.91% | 85.4 | 50.00% | -16.67% | +25.00% | -7.14% | -16.21% | 05:31 | 02:23 | 04:08 | 05:01 | 06:07 | 12:55 | 01:59 | 01:28 |
 | Refresher Orb | 9 | 27.27% | 83.3 | 66.67% | +20.84% | +33.33% | -66.67% | -7.65% | 39:42 | 27:43 | 30:55 | 40:37 | 43:59 | 53:25 | 13:04 | 09:40 |
 | Drum of Endurance | 9 | 27.27% | 81.3 | 66.67% | +20.84% | +33.33% | +33.33% | 0.00% | 10:05 | 08:47 | 09:00 | 09:56 | 10:16 | 12:14 | 01:16 | 00:56 |
 | Blink Dagger | 28 | 84.85% | 79.2 | 50.00% | -10.00% | -7.14% | -7.14% | 0.00% | 17:18 | 09:48 | 13:49 | 16:45 | 20:44 | 22:39 | 06:55 | 05:07 |
 | Black King Bar | 28 | 84.85% | 77.1 | 50.00% | -10.00% | +21.43% | -35.71% | -10.99% | 18:35 | 12:01 | 15:31 | 17:15 | 20:43 | 33:56 | 05:12 | 03:51 |
 | Phase Boots | 29 | 87.88% | 75.0 | 48.28% | -26.72% | +8.86% | -5.42% | -7.45% | 06:36 | 03:48 | 05:34 | 06:16 | 07:29 | 10:32 | 01:55 | 01:25 |
 | Quelling Blade | 30 | 90.91% | 72.9 | 46.67% | -53.33% | -9.17% | -3.81% | 0.00% | -01:18 | -01:29 | -01:29 | -01:29 | -01:29 | 00:25 | 00:00 | 00:00 |
 | Bracer | 17 | 51.52% | 70.8 | 52.94% | +2.94% | +47.06% | -2.94% | -48.39% | 01:57 | -01:29 | 01:23 | 02:20 | 02:25 | 03:56 | 01:02 | 00:45 |
 | Shiva's Guard | 17 | 51.52% | 68.8 | 47.06% | -9.19% | +2.94% | -47.06% | -17.05% | 27:38 | 17:19 | 25:39 | 27:20 | 28:35 | 36:19 | 02:56 | 02:10 |
 | Aghanim's Shard | 9 | 27.27% | 66.7 | 55.56% | +5.56% | -5.56% | -5.56% | 0.00% | 29:19 | 20:18 | 24:28 | 29:35 | 32:30 | 41:09 | 08:02 | 05:57 |
 | Crown | 4 | 12.12% | 64.6 | 75.00% | +26.72% | -75.00% | +25.00% | 9.17% | 16:54 | 08:17 | 08:17 | 09:55 | 19:11 | 30:11 | 10:54 | 08:04 |
 | Blight Stone | 4 | 12.12% | 62.5 | 75.00% | +26.72% | -75.00% | +25.00% | 15.54% | 15:02 | 06:52 | 06:52 | 09:48 | 13:18 | 30:11 | 06:26 | 04:45 |
 | Solar Crest | 4 | 12.12% | 60.4 | 75.00% | +26.72% | -75.00% | +25.00% | 10.54% | 19:00 | 10:13 | 10:13 | 15:52 | 19:42 | 30:12 | 09:29 | 07:01 |
 | Medallion of Courage | 4 | 12.12% | 58.3 | 75.00% | +26.72% | -75.00% | +25.00% | 15.54% | 15:06 | 06:52 | 06:52 | 10:01 | 13:18 | 30:11 | 06:26 | 04:45 |
 | Arcane Blink | 2 | 6.06% | 56.3 | 100.00% | +51.61% | 0.00% | 0.00% | 0.00% | 28:50 | 24:18 | 24:18 | 33:22 | 33:22 | 33:22 | 09:04 | 06:42 |
 | Orb of Venom | 2 | 6.06% | 54.2 | 100.00% | +51.61% | 0.00% | 0.00% | 0.00% | 04:33 | 03:15 | 03:15 | 05:50 | 05:50 | 05:50 | 02:35 | 01:54 |
 | Bottle | 7 | 21.21% | 52.1 | 57.14% | +7.14% | -7.14% | +42.86% | 50.00% | 01:48 | 01:04 | 01:21 | 01:31 | 01:37 | 03:46 | 00:16 | 00:11 |
 | Ring of Protection | 11 | 33.33% | 50.0 | 45.45% | -9.10% | -12.12% | -12.12% | 0.00% | 03:11 | -01:29 | -01:29 | -01:29 | -01:25 | 39:40 | 00:04 | 00:02 |
 | Vanguard | 3 | 9.09% | 47.9 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 09:15 | 06:29 | 06:29 | 09:57 | 11:19 | 11:19 | 04:50 | 03:34 |
 | Tranquil Boots | 3 | 9.09% | 45.8 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 04:52 | 03:13 | 03:13 | 04:53 | 06:30 | 06:30 | 03:17 | 02:25 |
 | Sange | 3 | 9.09% | 43.8 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 28:14 | 26:30 | 26:30 | 27:17 | 30:55 | 30:55 | 04:25 | 03:16 |
 | Aghanim's Scepter | 4 | 12.12% | 41.7 | 50.00% | -1.72% | -50.00% | +50.00% | 15.38% | 29:41 | 25:25 | 25:25 | 28:07 | 31:55 | 33:17 | 06:30 | 04:48 |
 | Kaya and Sange | 1 | 3.03% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:55 | 30:55 | 30:55 | 30:55 | 30:55 | 30:55 | 00:00 | 00:00 |
 | Kaya | 1 | 3.03% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:55 | 30:55 | 30:55 | 30:55 | 30:55 | 30:55 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 3.03% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:34 | 11:34 | 11:34 | 11:34 | 11:34 | 11:34 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 3.03% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:21 | 13:21 | 13:21 | 13:21 | 13:21 | 13:21 | 00:00 | 00:00 |
 | Headdress | 1 | 3.03% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:43 | 16:43 | 16:43 | 16:43 | 16:43 | 16:43 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 3.03% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:13 | 25:13 | 25:13 | 25:13 | 25:13 | 25:13 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 3.03% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:10 | 23:10 | 23:10 | 23:10 | 23:10 | 23:10 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 3.03% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:02 | 41:02 | 41:02 | 41:02 | 41:02 | 41:02 | 00:00 | 00:00 |
 | Buckler | 1 | 3.03% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:40 | 39:40 | 39:40 | 39:40 | 39:40 | 39:40 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 3.03% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:51 | 18:51 | 18:51 | 18:51 | 18:51 | 18:51 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 3.03% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:27 | 40:27 | 40:27 | 40:27 | 40:27 | 40:27 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 6.06% | 16.7 | 50.00% | -1.61% | +50.00% | 0.00% | 0.00% | 37:37 | 37:14 | 37:14 | 37:59 | 37:59 | 37:59 | 00:45 | 00:33 |
 | Fluffy Hat | 2 | 6.06% | 14.6 | 50.00% | -1.61% | -50.00% | 0.00% | 0.00% | 09:49 | 09:35 | 09:35 | 10:03 | 10:03 | 10:03 | 00:28 | 00:20 |
 | Heaven's Halberd | 2 | 6.06% | 12.5 | 50.00% | -1.61% | -50.00% | 0.00% | 0.00% | 27:57 | 27:17 | 27:17 | 28:36 | 28:36 | 28:36 | 01:19 | 00:58 |
 | Hood of Defiance | 3 | 9.09% | 10.4 | 33.33% | -20.00% | -33.33% | 0.00% | 0.00% | 12:32 | 09:29 | 09:29 | 10:48 | 17:19 | 17:19 | 07:50 | 05:48 |
 | Soul Ring | 1 | 3.03% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:41 | 02:41 | 02:41 | 02:41 | 02:41 | 02:41 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 3.03% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:48 | 18:48 | 18:48 | 18:48 | 18:48 | 18:48 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 3.03% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:36 | 09:36 | 09:36 | 09:36 | 09:36 | 09:36 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 3.03% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:16 | 04:16 | 04:16 | 04:16 | 04:16 | 04:16 | 00:00 | 00:00 |