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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 | |
 | Wraith Pact | 12 | 42.86% | 100.0 | 75.00% | +31.25% | +25.00% | -41.67% | -6.00% | 25:04 | 11:14 | 17:49 | 23:43 | 28:56 | 41:05 | 11:07 | 08:14 |
 | Aghanim's Shard | 19 | 67.86% | 97.5 | 68.42% | +35.09% | +11.58% | -28.42% | -9.76% | 25:42 | 17:17 | 22:46 | 23:20 | 26:52 | 35:23 | 04:06 | 03:02 |
 | Vladmir's Offering | 23 | 82.14% | 95.0 | 65.22% | +45.22% | +34.78% | -15.22% | -5.87% | 15:11 | 07:02 | 10:16 | 13:22 | 18:47 | 33:58 | 08:31 | 06:18 |
 | Ring of Basilius | 23 | 82.14% | 92.5 | 65.22% | +45.22% | +1.45% | -31.89% | -6.12% | 09:56 | 01:14 | 05:10 | 07:58 | 10:37 | 33:15 | 05:27 | 04:02 |
 | Morbid Mask | 23 | 82.14% | 90.0 | 65.22% | +45.22% | +34.78% | -31.89% | -9.39% | 14:07 | 04:58 | 09:15 | 11:23 | 16:21 | 33:51 | 07:06 | 05:15 |
 | Boots of Bearing | 13 | 46.43% | 87.5 | 69.23% | +22.56% | -35.90% | -2.56% | 2.86% | 22:59 | 12:53 | 15:39 | 22:52 | 27:18 | 31:18 | 11:39 | 08:37 |
 | Ring of Protection | 27 | 96.43% | 85.0 | 59.26% | +59.26% | +40.74% | -30.69% | -11.07% | 13:00 | 02:03 | 08:37 | 11:31 | 15:04 | 33:50 | 06:27 | 04:46 |
 | Buckler | 27 | 96.43% | 82.5 | 59.26% | +59.26% | +40.74% | -30.69% | -9.94% | 13:05 | 02:03 | 08:37 | 11:35 | 15:48 | 33:50 | 07:11 | 05:19 |
 | Drum of Endurance | 17 | 60.71% | 80.0 | 64.71% | +19.26% | -14.71% | +10.29% | 3.80% | 17:36 | 08:42 | 11:28 | 15:40 | 18:03 | 48:22 | 06:35 | 04:52 |
 | Boots of Speed | 28 | 100.00% | 77.5 | 57.14% | +57.14% | 0.00% | -14.28% | -5.36% | 05:13 | 01:52 | 03:52 | 05:02 | 06:32 | 10:20 | 02:40 | 01:58 |
 | Tranquil Boots | 16 | 57.14% | 75.0 | 62.50% | +12.50% | +12.50% | +12.50% | 0.00% | 10:01 | 05:13 | 05:42 | 07:33 | 10:54 | 25:01 | 05:12 | 03:51 |
 | Blight Stone | 16 | 57.14% | 72.5 | 62.50% | +12.50% | +12.50% | +37.50% | 9.20% | 04:40 | -01:29 | -01:29 | -01:29 | 04:12 | 26:44 | 05:41 | 04:12 |
 | Wind Lace | 21 | 75.00% | 70.0 | 57.14% | 0.00% | +2.86% | +2.86% | 0.00% | 08:47 | 01:59 | 05:12 | 07:09 | 10:22 | 25:18 | 05:10 | 03:49 |
 | Hood of Defiance | 11 | 39.29% | 67.5 | 63.64% | +10.70% | +36.36% | -30.31% | 0.00% | 17:39 | 10:12 | 13:12 | 17:45 | 20:04 | 26:24 | 06:52 | 05:05 |
 | Assault Cuirass | 7 | 25.00% | 65.0 | 71.43% | +19.05% | -21.43% | -21.43% | 0.00% | 38:01 | 27:07 | 31:59 | 40:24 | 41:10 | 47:41 | 09:11 | 06:48 |
 | Magic Stick | 16 | 57.14% | 62.5 | 56.25% | -2.08% | +18.75% | -6.25% | -3.41% | 04:19 | -01:29 | 00:09 | 02:48 | 07:29 | 15:34 | 07:20 | 05:25 |
 | Ring of Health | 14 | 50.00% | 60.0 | 57.14% | 0.00% | +17.86% | -23.81% | -5.45% | 17:55 | 08:08 | 14:01 | 17:45 | 21:40 | 27:43 | 07:39 | 05:40 |
 | Mekansm | 10 | 35.71% | 57.5 | 60.00% | +4.44% | +6.67% | +40.00% | 0.00% | 17:07 | 10:53 | 12:12 | 15:29 | 20:22 | 27:39 | 08:10 | 06:02 |
 | Headdress | 18 | 64.29% | 55.0 | 50.00% | -20.00% | -10.00% | 0.00% | 1.40% | 16:25 | 07:07 | 12:40 | 15:08 | 19:49 | 29:09 | 07:09 | 05:17 |
 | Magic Wand | 21 | 75.00% | 52.5 | 47.62% | -38.09% | -7.62% | +12.38% | 5.97% | 02:56 | -01:30 | -01:29 | 03:35 | 04:50 | 16:16 | 06:19 | 04:40 |
 | Pipe of Insight | 13 | 46.43% | 50.0 | 53.85% | -6.15% | +12.82% | -20.52% | -3.38% | 21:01 | 14:01 | 15:45 | 20:33 | 25:37 | 29:23 | 09:52 | 07:18 |
 | Guardian Greaves | 9 | 32.14% | 47.5 | 55.56% | -2.33% | +44.44% | +44.44% | 0.00% | 20:37 | 14:20 | 15:46 | 19:57 | 24:24 | 30:00 | 08:38 | 06:23 |
 | Null Talisman | 9 | 32.14% | 45.0 | 55.56% | -2.33% | -5.56% | +44.44% | 0.00% | 03:11 | 01:18 | 01:38 | 02:44 | 03:50 | 06:33 | 02:12 | 01:37 |
 | Heaven's Halberd | 2 | 7.14% | 42.5 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 32:42 | 31:15 | 31:15 | 34:09 | 34:09 | 34:09 | 02:54 | 02:08 |
 | Sange | 2 | 7.14% | 40.0 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 30:07 | 28:38 | 28:38 | 31:36 | 31:36 | 31:36 | 02:58 | 02:11 |
 | Chainmail | 13 | 46.43% | 37.5 | 46.15% | -20.52% | -46.15% | +53.85% | 6.91% | 12:49 | 02:11 | 03:12 | 11:46 | 17:40 | 26:56 | 14:28 | 10:42 |
 | Arcane Boots | 11 | 39.29% | 35.0 | 45.45% | -19.26% | -12.12% | +21.22% | 0.00% | 12:27 | 04:54 | 07:31 | 12:08 | 15:04 | 26:54 | 07:33 | 05:35 |
 | Helm of Iron Will | 3 | 10.71% | 32.5 | 66.67% | +10.67% | -66.67% | 0.00% | 0.00% | 23:33 | 19:34 | 19:34 | 21:36 | 29:30 | 29:30 | 09:56 | 07:21 |
 | Crimson Guard | 3 | 10.71% | 30.0 | 66.67% | +10.67% | +33.33% | 0.00% | 0.00% | 25:37 | 23:11 | 23:11 | 23:24 | 30:16 | 30:16 | 07:05 | 05:14 |
 | Aghanim's Scepter | 3 | 10.71% | 27.5 | 66.67% | +10.67% | +33.33% | 0.00% | 0.00% | 39:13 | 36:41 | 36:41 | 37:34 | 43:25 | 43:25 | 06:44 | 04:59 |
 | Vanguard | 3 | 10.71% | 25.0 | 66.67% | +10.67% | +33.33% | 0.00% | 0.00% | 23:50 | 19:52 | 19:52 | 23:24 | 28:15 | 28:15 | 08:23 | 06:12 |
 | Lotus Orb | 1 | 3.57% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:12 | 29:12 | 29:12 | 29:12 | 29:12 | 29:12 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 3.57% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:03 | 39:03 | 39:03 | 39:03 | 39:03 | 39:03 | 00:00 | 00:00 |
 | Void Stone | 1 | 3.57% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:44 | 27:44 | 27:44 | 27:44 | 27:44 | 27:44 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 7.14% | 15.0 | 50.00% | -7.69% | -50.00% | 0.00% | 0.00% | 12:28 | 05:58 | 05:58 | 18:57 | 18:57 | 18:57 | 12:59 | 09:37 |
 | Medallion of Courage | 3 | 10.71% | 12.5 | 0.00% | -64.00% | 0.00% | 0.00% | 0.00% | 04:21 | 03:49 | 03:49 | 04:33 | 04:40 | 04:40 | 00:51 | 00:37 |
 | Solar Crest | 2 | 7.14% | 10.0 | 0.00% | -61.54% | 0.00% | 0.00% | 0.00% | 11:38 | 09:47 | 09:47 | 13:28 | 13:28 | 13:28 | 03:41 | 02:43 |
 | Crown | 2 | 7.14% | 7.5 | 0.00% | -61.54% | 0.00% | 0.00% | 0.00% | 08:14 | 07:53 | 07:53 | 08:35 | 08:35 | 08:35 | 00:42 | 00:31 |
 | Fluffy Hat | 1 | 3.57% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:02 | 05:02 | 05:02 | 05:02 | 05:02 | 05:02 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 3.57% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:00 | 06:00 | 06:00 | 06:00 | 06:00 | 06:00 | 00:00 | 00:00 |