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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 | |
 | Bracer | 23 | 71.88% | 100.0 | 69.57% | +25.13% | +13.76% | -2.90% | -16.66% | 01:15 | -01:30 | -01:29 | 01:58 | 02:13 | 04:58 | 03:42 | 02:44 |
 | Power Treads | 30 | 93.75% | 97.6 | 66.67% | +66.67% | +8.33% | +4.76% | -1.55% | 08:13 | 05:27 | 06:33 | 07:23 | 08:51 | 19:12 | 02:18 | 01:42 |
 | Aghanim's Scepter | 4 | 12.50% | 95.2 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 34:27 | 26:28 | 26:28 | 31:43 | 37:58 | 41:37 | 11:30 | 08:31 |
 | Blink Dagger | 30 | 93.75% | 92.9 | 63.33% | +13.33% | +11.67% | +8.10% | -0.81% | 15:54 | 11:03 | 12:08 | 13:29 | 16:32 | 38:44 | 04:24 | 03:15 |
 | Boots of Speed | 32 | 100.00% | 90.5 | 62.50% | +62.50% | -12.50% | +25.00% | 29.22% | 03:37 | 01:49 | 02:47 | 03:37 | 04:04 | 06:26 | 01:17 | 00:57 |
 | Magic Stick | 32 | 100.00% | 88.1 | 62.50% | +62.50% | +12.50% | 0.00% | -1.90% | 05:23 | -01:29 | 01:53 | 04:51 | 08:28 | 14:38 | 06:35 | 04:52 |
 | Black King Bar | 21 | 65.63% | 85.7 | 66.67% | +12.12% | -26.67% | -6.67% | 4.43% | 26:47 | 17:15 | 23:52 | 25:57 | 28:23 | 52:54 | 04:31 | 03:20 |
 | Quelling Blade | 28 | 87.50% | 83.3 | 57.14% | -42.86% | +14.29% | 0.00% | 0.00% | -01:14 | -01:29 | -01:29 | -01:29 | -01:29 | 01:27 | 00:00 | 00:00 |
 | Magic Wand | 27 | 84.38% | 81.0 | 55.56% | -44.44% | +15.87% | +15.87% | 0.00% | 10:57 | 04:26 | 08:00 | 10:27 | 12:51 | 19:47 | 04:51 | 03:35 |
 | Morbid Mask | 3 | 9.38% | 78.6 | 100.00% | +41.38% | 0.00% | 0.00% | 0.00% | 12:03 | 06:01 | 06:01 | 08:41 | 21:27 | 21:27 | 15:26 | 11:25 |
 | Aghanim's Shard | 9 | 28.13% | 76.2 | 66.67% | +5.80% | +33.33% | -16.67% | -8.62% | 28:31 | 20:01 | 22:04 | 27:21 | 27:52 | 48:31 | 05:48 | 04:17 |
 | Hood of Defiance | 8 | 25.00% | 73.8 | 62.50% | 0.00% | -12.50% | -12.50% | 0.00% | 10:26 | 08:33 | 08:47 | 10:27 | 11:32 | 12:28 | 02:45 | 02:02 |
 | Ring of Health | 9 | 28.13% | 71.4 | 55.56% | -9.66% | +44.44% | -5.56% | -7.16% | 09:41 | 03:03 | 03:07 | 06:15 | 10:06 | 34:50 | 06:59 | 05:10 |
 | Echo Sabre | 2 | 6.25% | 69.0 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 31:39 | 31:05 | 31:05 | 32:12 | 32:12 | 32:12 | 01:07 | 00:49 |
 | Buckler | 2 | 6.25% | 66.7 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 30:33 | 21:26 | 21:26 | 39:39 | 39:39 | 39:39 | 18:13 | 13:29 |
 | Mask of Madness | 2 | 6.25% | 64.3 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 09:59 | 08:32 | 08:32 | 11:26 | 11:26 | 11:26 | 02:54 | 02:08 |
 | Ring of Protection | 7 | 21.88% | 61.9 | 57.14% | -6.86% | -7.14% | +42.86% | 0.00% | 07:40 | -01:29 | -01:29 | -01:29 | -01:29 | 39:39 | 00:00 | 00:00 |
 | Crown | 6 | 18.75% | 59.5 | 50.00% | -15.38% | +50.00% | -50.00% | -12.12% | 18:40 | 05:09 | 15:10 | 17:49 | 23:25 | 28:27 | 08:15 | 06:06 |
 | Wind Lace | 10 | 31.25% | 57.1 | 40.00% | -32.73% | +60.00% | -40.00% | -20.98% | 11:47 | 05:04 | 07:35 | 08:47 | 12:21 | 28:27 | 04:46 | 03:31 |
 | Orb of Venom | 3 | 9.38% | 54.8 | 66.67% | +4.60% | +33.33% | 0.00% | 0.00% | 02:22 | 02:16 | 02:16 | 02:23 | 02:28 | 02:28 | 00:12 | 00:08 |
 | Sange | 3 | 9.38% | 52.4 | 66.67% | +4.60% | +33.33% | 0.00% | 0.00% | 31:26 | 29:49 | 29:49 | 31:58 | 32:32 | 32:32 | 02:43 | 02:00 |
 | Drum of Endurance | 1 | 3.13% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:50 | 16:50 | 16:50 | 16:50 | 16:50 | 16:50 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 3.13% | 47.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:54 | 07:54 | 07:54 | 07:54 | 07:54 | 07:54 | 00:00 | 00:00 |
 | Moon Shard | 1 | 3.13% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:28 | 39:28 | 39:28 | 39:28 | 39:28 | 39:28 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 3.13% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:07 | 35:07 | 35:07 | 35:07 | 35:07 | 35:07 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 3.13% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:39 | 11:39 | 11:39 | 11:39 | 11:39 | 11:39 | 00:00 | 00:00 |
 | Yasha | 1 | 3.13% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:33 | 34:33 | 34:33 | 34:33 | 34:33 | 34:33 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 3.13% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:26 | 21:26 | 21:26 | 21:26 | 21:26 | 21:26 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 3.13% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:31 | 21:31 | 21:31 | 21:31 | 21:31 | 21:31 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 3.13% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:54 | 39:54 | 39:54 | 39:54 | 39:54 | 39:54 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 3.13% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:09 | 38:09 | 38:09 | 38:09 | 38:09 | 38:09 | 00:00 | 00:00 |
 | Solar Crest | 5 | 15.63% | 26.2 | 40.00% | -26.67% | +60.00% | -40.00% | -14.74% | 22:09 | 16:46 | 16:46 | 23:07 | 23:33 | 28:27 | 06:47 | 05:01 |
 | Blight Stone | 5 | 15.63% | 23.8 | 40.00% | -26.67% | +60.00% | -40.00% | -21.58% | 18:35 | 14:31 | 14:31 | 17:05 | 19:09 | 26:16 | 04:38 | 03:25 |
 | Medallion of Courage | 5 | 15.63% | 21.4 | 40.00% | -26.67% | +60.00% | -40.00% | -20.62% | 19:02 | 14:31 | 14:31 | 19:09 | 19:22 | 26:16 | 04:51 | 03:35 |
 | Chainmail | 6 | 18.75% | 19.0 | 33.33% | -35.90% | +16.67% | -33.33% | -10.83% | 17:09 | 08:25 | 14:31 | 15:42 | 19:08 | 26:16 | 04:37 | 03:25 |
 | Lotus Orb | 2 | 6.25% | 16.7 | 50.00% | -13.33% | -50.00% | 0.00% | 0.00% | 43:03 | 34:54 | 34:54 | 51:12 | 51:12 | 51:12 | 16:18 | 12:04 |
 | Pipe of Insight | 2 | 6.25% | 14.3 | 50.00% | -13.33% | -50.00% | 0.00% | 0.00% | 15:17 | 14:40 | 14:40 | 15:53 | 15:53 | 15:53 | 01:13 | 00:54 |
 | Wraith Band | 2 | 6.25% | 11.9 | 50.00% | -13.33% | -50.00% | 0.00% | 0.00% | 02:21 | 01:17 | 01:17 | 03:25 | 03:25 | 03:25 | 02:08 | 01:34 |
 | Headdress | 2 | 6.25% | 9.5 | 50.00% | -13.33% | -50.00% | 0.00% | 0.00% | 14:48 | 14:27 | 14:27 | 15:09 | 15:09 | 15:09 | 00:42 | 00:31 |
 | Void Stone | 2 | 6.25% | 7.1 | 50.00% | -13.33% | -50.00% | 0.00% | 0.00% | 43:01 | 34:50 | 34:50 | 51:12 | 51:12 | 51:12 | 16:22 | 12:07 |
 | Hand of Midas | 3 | 9.38% | 4.8 | 33.33% | -32.19% | -33.33% | 0.00% | 0.00% | 09:03 | 07:18 | 07:18 | 08:27 | 11:24 | 11:24 | 04:06 | 03:02 |
 | Phase Boots | 1 | 3.13% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:41 | 09:41 | 09:41 | 09:41 | 09:41 | 09:41 | 00:00 | 00:00 |