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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 | |
 | Assault Cuirass | 26 | 41.94% | 100.0 | 76.92% | +24.14% | -5.49% | +6.41% | 1.69% | 31:10 | 20:48 | 27:08 | 30:02 | 34:10 | 44:21 | 07:02 | 05:12 |
 | Black King Bar | 10 | 16.13% | 97.6 | 90.00% | +32.31% | +10.00% | +10.00% | 0.00% | 38:50 | 26:58 | 28:30 | 37:20 | 46:43 | 50:59 | 18:13 | 13:29 |
 | Boots of Bearing | 28 | 45.16% | 95.1 | 75.00% | +22.06% | +10.71% | -3.57% | -1.65% | 31:39 | 22:07 | 26:37 | 30:00 | 35:15 | 44:57 | 08:38 | 06:23 |
 | Tranquil Boots | 48 | 77.42% | 92.7 | 68.75% | +25.89% | -10.42% | +6.25% | 1.10% | 13:19 | 03:52 | 06:00 | 07:31 | 21:08 | 37:59 | 15:08 | 11:12 |
 | Aghanim's Shard | 49 | 79.03% | 90.2 | 67.35% | +21.20% | -0.68% | -17.35% | -3.79% | 23:29 | 17:05 | 20:31 | 22:26 | 24:55 | 37:37 | 04:24 | 03:15 |
 | Magic Wand | 51 | 82.26% | 87.8 | 64.71% | +10.16% | +4.52% | +4.52% | 0.00% | 04:34 | -01:29 | -01:28 | 02:47 | 08:47 | 27:33 | 10:15 | 07:35 |
 | Ring of Protection | 60 | 96.77% | 85.4 | 63.33% | +13.33% | -10.00% | +23.34% | 9.39% | 08:21 | -01:20 | 05:38 | 07:33 | 09:11 | 44:01 | 03:33 | 02:37 |
 | Buckler | 60 | 96.77% | 82.9 | 63.33% | +13.33% | +3.34% | +16.67% | 4.62% | 09:17 | 03:05 | 06:43 | 08:14 | 09:36 | 44:01 | 02:53 | 02:08 |
 | Boots of Speed | 62 | 100.00% | 80.5 | 62.90% | +62.90% | -12.90% | -2.90% | 2.45% | 06:44 | 02:04 | 04:09 | 05:33 | 08:14 | 24:06 | 04:05 | 03:01 |
 | Wind Lace | 57 | 91.94% | 78.0 | 63.16% | +3.16% | +1.13% | -13.16% | -1.33% | 10:45 | 02:06 | 05:06 | 08:14 | 15:49 | 31:37 | 10:43 | 07:56 |
 | Drum of Endurance | 50 | 80.65% | 75.6 | 64.00% | +5.67% | +5.23% | -5.67% | -1.99% | 19:00 | 08:13 | 15:45 | 18:52 | 21:13 | 31:37 | 05:28 | 04:02 |
 | Vladmir's Offering | 58 | 93.55% | 73.2 | 62.07% | -12.93% | +4.60% | +9.36% | 1.90% | 12:15 | 08:09 | 10:38 | 12:18 | 13:08 | 20:45 | 02:30 | 01:51 |
 | Morbid Mask | 58 | 93.55% | 70.7 | 62.07% | -12.93% | +11.26% | +9.36% | -0.64% | 11:16 | 05:40 | 09:30 | 11:01 | 12:27 | 19:55 | 02:57 | 02:11 |
 | Ring of Basilius | 58 | 93.55% | 68.3 | 62.07% | -12.93% | +11.26% | +2.22% | -1.37% | 06:01 | 00:30 | 02:52 | 05:00 | 09:28 | 18:23 | 06:36 | 04:53 |
 | Wraith Pact | 55 | 88.71% | 65.9 | 61.82% | -9.61% | +2.47% | -4.68% | -2.51% | 16:56 | 11:45 | 14:53 | 15:49 | 17:44 | 33:42 | 02:51 | 02:06 |
 | Void Stone | 13 | 20.97% | 63.4 | 76.92% | +17.74% | +23.08% | -10.25% | 0.00% | 44:04 | 32:40 | 38:53 | 42:04 | 50:15 | 57:02 | 11:22 | 08:25 |
 | Scythe of Vyse | 13 | 20.97% | 61.0 | 76.92% | +17.74% | +23.08% | -10.25% | 0.00% | 46:25 | 34:37 | 41:39 | 49:03 | 51:26 | 57:02 | 09:47 | 07:14 |
 | Magic Stick | 45 | 72.58% | 58.5 | 60.00% | -10.59% | -5.45% | +12.73% | 7.13% | 02:39 | -01:29 | -01:29 | 01:23 | 04:02 | 27:27 | 05:31 | 04:05 |
 | Null Talisman | 24 | 38.71% | 56.1 | 62.50% | -0.66% | +37.50% | -12.50% | -21.58% | 03:43 | -01:29 | 01:20 | 02:36 | 03:39 | 17:38 | 02:19 | 01:42 |
 | Fluffy Hat | 15 | 24.19% | 53.7 | 66.67% | +4.97% | -16.67% | +8.33% | 13.64% | 05:46 | 01:51 | 03:08 | 04:19 | 04:58 | 27:44 | 01:50 | 01:21 |
 | Falcon Blade | 14 | 22.58% | 51.2 | 64.29% | +1.79% | -14.29% | +2.38% | 10.75% | 05:19 | 02:51 | 04:20 | 05:04 | 05:53 | 08:36 | 01:33 | 01:08 |
 | Blight Stone | 17 | 27.42% | 48.8 | 58.82% | -5.62% | -8.82% | +16.18% | 4.34% | 02:59 | -01:29 | -01:29 | -01:28 | 07:15 | 13:31 | 08:44 | 06:28 |
 | Aghanim's Scepter | 17 | 27.42% | 46.3 | 58.82% | -5.62% | +16.18% | -8.82% | -1.35% | 33:41 | 16:54 | 21:30 | 33:34 | 40:01 | 51:38 | 18:31 | 13:42 |
 | Ring of Health | 10 | 16.13% | 43.9 | 60.00% | -3.46% | +6.67% | -10.00% | 0.00% | 22:02 | 17:00 | 17:39 | 19:13 | 25:37 | 32:13 | 07:58 | 05:54 |
 | Quelling Blade | 7 | 11.29% | 41.5 | 57.14% | -6.50% | -7.14% | -7.14% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Hood of Defiance | 7 | 11.29% | 39.0 | 57.14% | -6.50% | +42.86% | -7.14% | 0.00% | 20:55 | 17:08 | 17:47 | 19:27 | 19:36 | 32:41 | 01:49 | 01:20 |
 | Pipe of Insight | 7 | 11.29% | 36.6 | 57.14% | -6.50% | +42.86% | -57.14% | 0.00% | 24:19 | 20:07 | 20:48 | 23:54 | 24:21 | 32:41 | 03:33 | 02:37 |
 | Headdress | 7 | 11.29% | 34.1 | 57.14% | -6.50% | +42.86% | -57.14% | 0.00% | 22:37 | 17:54 | 19:03 | 21:59 | 23:27 | 31:23 | 04:24 | 03:15 |
 | Aghanim's Blessing | 1 | 1.61% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:00 | 1:02:00 | 1:02:00 | 1:02:00 | 1:02:00 | 1:02:00 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.61% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:54 | 41:54 | 41:54 | 41:54 | 41:54 | 41:54 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 1.61% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 1.61% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:43 | 17:43 | 17:43 | 17:43 | 17:43 | 17:43 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.61% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:40 | 32:40 | 32:40 | 32:40 | 32:40 | 32:40 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.61% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 00:00 | 00:00 |
 | Urn of Shadows | 2 | 3.23% | 17.1 | 50.00% | -13.33% | +50.00% | 0.00% | 0.00% | 09:03 | 08:43 | 08:43 | 09:23 | 09:23 | 09:23 | 00:40 | 00:29 |
 | Heaven's Halberd | 1 | 1.61% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.61% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:04 | 21:04 | 21:04 | 21:04 | 21:04 | 21:04 | 00:00 | 00:00 |
 | Sange | 1 | 1.61% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.61% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:30 | 18:30 | 18:30 | 18:30 | 18:30 | 18:30 | 00:00 | 00:00 |
 | Javelin | 1 | 1.61% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:29 | 33:29 | 33:29 | 33:29 | 33:29 | 33:29 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.61% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:07 | 19:07 | 19:07 | 19:07 | 19:07 | 19:07 | 00:00 | 00:00 |