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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 | |
 | Overwhelming Blink | 3 | 9.68% | 100.0 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 44:47 | 42:24 | 42:24 | 45:46 | 46:10 | 46:10 | 03:46 | 02:47 |
 | Boots of Travel 2 | 5 | 16.13% | 97.7 | 80.00% | +53.08% | +20.00% | -80.00% | 0.00% | 47:44 | 39:56 | 39:56 | 42:23 | 49:20 | 1:05:02 | 09:24 | 06:57 |
 | Octarine Core | 11 | 35.48% | 95.3 | 54.55% | +29.55% | +45.45% | -54.55% | -8.28% | 23:11 | 12:43 | 15:43 | 25:17 | 27:48 | 37:23 | 12:05 | 08:57 |
 | Aghanim's Scepter | 6 | 19.35% | 93.0 | 66.67% | +38.67% | +33.33% | -66.67% | 0.00% | 36:39 | 34:10 | 34:21 | 34:28 | 39:06 | 41:27 | 04:45 | 03:31 |
 | Black King Bar | 21 | 67.74% | 90.7 | 42.86% | +22.86% | +17.14% | -2.86% | -2.11% | 28:34 | 19:15 | 22:40 | 28:22 | 32:09 | 41:45 | 09:29 | 07:01 |
 | Blink Dagger | 28 | 90.32% | 88.4 | 39.29% | +39.29% | +3.57% | -25.00% | -6.52% | 23:57 | 15:53 | 20:49 | 23:23 | 25:12 | 36:19 | 04:23 | 03:14 |
 | Void Stone | 12 | 38.71% | 86.0 | 50.00% | +23.68% | +16.67% | -50.00% | -5.68% | 21:20 | 11:50 | 13:43 | 16:06 | 25:27 | 37:05 | 11:44 | 08:41 |
 | Refresher Orb | 2 | 6.45% | 83.7 | 100.00% | +68.97% | 0.00% | 0.00% | 0.00% | 39:04 | 31:37 | 31:37 | 46:30 | 46:30 | 46:30 | 14:53 | 11:01 |
 | Cornucopia | 2 | 6.45% | 81.4 | 100.00% | +68.97% | 0.00% | 0.00% | 0.00% | 33:44 | 31:34 | 31:34 | 35:53 | 35:53 | 35:53 | 04:19 | 03:11 |
 | Arcane Boots | 26 | 83.87% | 79.1 | 38.46% | +18.46% | +4.40% | -5.13% | -3.55% | 09:13 | 04:26 | 07:18 | 08:24 | 09:59 | 18:04 | 02:41 | 01:59 |
 | Ring of Health | 30 | 96.77% | 76.7 | 36.67% | +36.67% | +13.33% | -36.67% | -50.00% | 04:19 | 02:14 | 02:41 | 03:01 | 03:33 | 28:20 | 00:52 | 00:38 |
 | Pipe of Insight | 16 | 51.61% | 74.4 | 43.75% | +17.08% | +31.25% | +6.25% | -5.47% | 16:06 | 12:24 | 13:04 | 15:49 | 17:38 | 21:12 | 04:34 | 03:22 |
 | Vanguard | 27 | 87.10% | 72.1 | 37.04% | +12.04% | +20.10% | +5.82% | -9.42% | 06:58 | 04:15 | 05:45 | 06:24 | 07:16 | 12:18 | 01:31 | 01:07 |
 | Boots of Speed | 31 | 100.00% | 69.8 | 35.48% | +35.48% | +2.02% | -10.48% | -4.87% | 05:56 | 02:08 | 04:26 | 06:39 | 07:00 | 08:52 | 02:34 | 01:54 |
 | Aghanim's Shard | 7 | 22.58% | 67.4 | 57.14% | +27.97% | +42.86% | -7.14% | -5.51% | 35:05 | 23:27 | 28:29 | 33:39 | 37:33 | 47:59 | 09:04 | 06:42 |
 | Headdress | 17 | 54.84% | 65.1 | 41.18% | +12.61% | +8.82% | -16.18% | -7.08% | 14:06 | 10:17 | 12:12 | 13:52 | 15:44 | 17:37 | 03:32 | 02:37 |
 | Magic Wand | 27 | 87.10% | 62.8 | 33.33% | -16.67% | -4.76% | -4.76% | 0.00% | 02:12 | -01:29 | -01:29 | -01:29 | 07:16 | 11:55 | 08:45 | 06:28 |
 | Boots of Travel | 8 | 25.81% | 60.5 | 50.00% | +19.57% | +50.00% | 0.00% | -2.38% | 37:42 | 18:09 | 25:34 | 37:50 | 46:34 | 49:29 | 21:00 | 15:33 |
 | Shiva's Guard | 5 | 16.13% | 58.1 | 60.00% | +29.23% | +40.00% | -60.00% | 0.00% | 36:35 | 29:47 | 29:47 | 36:16 | 36:51 | 47:34 | 07:04 | 05:14 |
 | Sange | 6 | 19.35% | 55.8 | 50.00% | +18.00% | -50.00% | -50.00% | 0.00% | 24:51 | 15:45 | 19:05 | 24:40 | 28:18 | 35:18 | 09:13 | 06:49 |
 | Heaven's Halberd | 6 | 19.35% | 53.5 | 50.00% | +18.00% | -50.00% | -50.00% | 0.00% | 26:25 | 17:23 | 19:31 | 26:19 | 29:44 | 37:07 | 10:13 | 07:34 |
 | Hand of Midas | 15 | 48.39% | 51.2 | 33.33% | -4.17% | +16.67% | -8.33% | -11.03% | 12:35 | 09:55 | 10:51 | 12:20 | 13:07 | 17:16 | 02:16 | 01:40 |
 | Wind Lace | 16 | 51.61% | 48.8 | 31.25% | -8.75% | -31.25% | -6.25% | 3.19% | 09:36 | -01:29 | 05:35 | 08:39 | 13:25 | 20:26 | 07:50 | 05:48 |
 | Guardian Greaves | 4 | 12.90% | 46.5 | 50.00% | +16.67% | +50.00% | -50.00% | 0.00% | 19:04 | 16:17 | 16:17 | 19:47 | 19:57 | 20:13 | 03:40 | 02:42 |
 | Chainmail | 4 | 12.90% | 44.2 | 50.00% | +16.67% | +50.00% | +50.00% | 0.00% | 14:41 | 11:23 | 11:23 | 14:59 | 15:02 | 17:19 | 03:39 | 02:42 |
 | Mekansm | 4 | 12.90% | 41.9 | 50.00% | +16.67% | +50.00% | +50.00% | 0.00% | 16:04 | 13:36 | 13:36 | 16:14 | 17:06 | 17:19 | 03:30 | 02:35 |
 | Buckler | 4 | 12.90% | 39.5 | 50.00% | +16.67% | +50.00% | -50.00% | 0.00% | 18:13 | 15:53 | 15:53 | 18:10 | 18:42 | 20:05 | 02:49 | 02:05 |
 | Helm of Iron Will | 15 | 48.39% | 37.2 | 26.67% | -17.08% | -26.67% | +23.33% | 10.34% | 15:57 | 09:36 | 13:17 | 15:23 | 18:07 | 26:54 | 04:50 | 03:34 |
 | Crimson Guard | 15 | 48.39% | 34.9 | 26.67% | -17.08% | -26.67% | +23.33% | 9.20% | 17:21 | 11:50 | 14:13 | 16:51 | 19:39 | 29:00 | 05:26 | 04:01 |
 | Quelling Blade | 9 | 29.03% | 32.6 | 33.33% | -3.03% | +16.67% | +16.67% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 3.23% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 3.23% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:57 | 36:57 | 36:57 | 36:57 | 36:57 | 36:57 | 00:00 | 00:00 |
 | Ring of Protection | 5 | 16.13% | 25.6 | 40.00% | +5.38% | -40.00% | -40.00% | 0.00% | 16:57 | 11:53 | 11:53 | 18:10 | 18:42 | 20:05 | 06:49 | 05:02 |
 | Magic Stick | 14 | 45.16% | 23.3 | 21.43% | -25.63% | -21.43% | +11.90% | 33.33% | 00:24 | -01:29 | -01:29 | -01:28 | 01:27 | 09:07 | 02:56 | 02:10 |
 | Tranquil Boots | 1 | 3.23% | 20.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:18 | 07:18 | 07:18 | 07:18 | 07:18 | 07:18 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 3.23% | 18.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:03 | 16:03 | 16:03 | 16:03 | 16:03 | 16:03 | 00:00 | 00:00 |
 | Bracer | 1 | 3.23% | 16.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:22 | 02:22 | 02:22 | 02:22 | 02:22 | 02:22 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 3.23% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:18 | 20:18 | 20:18 | 20:18 | 20:18 | 20:18 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 3.23% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:38 | 50:38 | 50:38 | 50:38 | 50:38 | 50:38 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 3.23% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:51 | 09:51 | 09:51 | 09:51 | 09:51 | 09:51 | 00:00 | 00:00 |
 | Radiance | 1 | 3.23% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:39 | 22:39 | 22:39 | 22:39 | 22:39 | 22:39 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 3.23% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:45 | 25:45 | 25:45 | 25:45 | 25:45 | 25:45 | 00:00 | 00:00 |
 | Pavise | 1 | 3.23% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:18 | 12:18 | 12:18 | 12:18 | 12:18 | 12:18 | 00:00 | 00:00 |