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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 | |
 | Aghanim's Scepter | 9 | 29.03% | 100.0 | 88.89% | +43.44% | +11.11% | +11.11% | 0.00% | 32:00 | 20:43 | 21:50 | 29:06 | 38:35 | 44:33 | 16:45 | 12:24 |
 | Sange | 5 | 16.13% | 97.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 37:46 | 25:11 | 25:11 | 39:47 | 41:02 | 52:23 | 15:51 | 11:44 |
 | Heaven's Halberd | 4 | 12.90% | 94.3 | 100.00% | +48.15% | 0.00% | 0.00% | 0.00% | 36:23 | 29:14 | 29:14 | 33:18 | 41:02 | 41:57 | 11:48 | 08:44 |
 | Ring of Health | 4 | 12.90% | 91.4 | 100.00% | +48.15% | 0.00% | 0.00% | 0.00% | 28:41 | 21:36 | 21:36 | 26:05 | 33:31 | 33:33 | 11:55 | 08:49 |
 | Boots of Speed | 31 | 100.00% | 88.6 | 58.06% | +58.06% | +4.44% | +4.44% | 0.00% | 05:38 | -01:30 | 04:20 | 05:45 | 07:25 | 10:09 | 03:05 | 02:17 |
 | Magic Stick | 31 | 100.00% | 85.7 | 58.06% | +58.06% | +4.44% | -8.06% | -2.53% | 03:14 | -01:29 | 00:50 | 02:04 | 05:47 | 10:29 | 04:57 | 03:40 |
 | Wind Lace | 31 | 100.00% | 82.9 | 58.06% | +58.06% | +16.94% | +16.94% | 0.00% | 02:59 | -01:29 | -01:29 | 02:57 | 05:47 | 17:57 | 07:16 | 05:22 |
 | Magic Wand | 29 | 93.55% | 80.0 | 58.62% | +8.62% | +12.81% | -15.76% | -6.72% | 09:05 | 01:42 | 06:52 | 09:39 | 11:07 | 15:19 | 04:15 | 03:08 |
 | Force Staff | 19 | 61.29% | 77.1 | 63.16% | +13.16% | +16.84% | -3.16% | -2.33% | 22:47 | 16:09 | 17:01 | 19:30 | 25:35 | 45:28 | 08:34 | 06:20 |
 | Drum of Endurance | 6 | 19.35% | 74.3 | 83.33% | +31.33% | +16.67% | +16.67% | 0.00% | 25:35 | 11:51 | 20:26 | 24:59 | 32:45 | 36:05 | 12:19 | 09:07 |
 | Tranquil Boots | 28 | 90.32% | 71.4 | 57.14% | -9.53% | -14.28% | +14.29% | 10.78% | 09:23 | 04:51 | 07:30 | 08:53 | 10:09 | 19:34 | 02:39 | 01:57 |
 | Fluffy Hat | 24 | 77.42% | 68.6 | 58.33% | +1.19% | -25.00% | -8.33% | 3.66% | 15:29 | 08:17 | 10:24 | 13:02 | 14:57 | 45:27 | 04:33 | 03:22 |
 | Urn of Shadows | 3 | 9.68% | 65.7 | 100.00% | +46.43% | 0.00% | 0.00% | 0.00% | 09:38 | 07:19 | 07:19 | 08:09 | 13:27 | 13:27 | 06:08 | 04:32 |
 | Lotus Orb | 3 | 9.68% | 62.9 | 100.00% | +46.43% | 0.00% | 0.00% | 0.00% | 32:47 | 27:32 | 27:32 | 33:31 | 37:19 | 37:19 | 09:47 | 07:14 |
 | Aghanim's Shard | 5 | 16.13% | 60.0 | 80.00% | +26.15% | -80.00% | +20.00% | 6.90% | 26:58 | 15:30 | 15:30 | 18:42 | 30:00 | 54:31 | 14:30 | 10:44 |
 | Void Stone | 17 | 54.84% | 57.1 | 52.94% | -11.35% | -27.94% | +22.06% | 6.96% | 19:28 | 12:45 | 13:57 | 17:35 | 21:08 | 33:33 | 07:11 | 05:19 |
 | Ring of Protection | 10 | 32.26% | 54.3 | 60.00% | +2.86% | +6.67% | +40.00% | 6.41% | 12:40 | 06:44 | 09:44 | 12:57 | 14:56 | 18:39 | 05:12 | 03:51 |
 | Boots of Bearing | 4 | 12.90% | 51.4 | 75.00% | +19.44% | +25.00% | -75.00% | 0.00% | 32:11 | 24:37 | 24:37 | 29:10 | 34:15 | 40:40 | 09:38 | 07:08 |
 | Bracer | 2 | 6.45% | 48.6 | 100.00% | +44.83% | 0.00% | 0.00% | 0.00% | 09:55 | 09:39 | 09:39 | 10:11 | 10:11 | 10:11 | 00:32 | 00:23 |
 | Eul's Scepter of Divinity | 8 | 25.81% | 45.7 | 50.00% | -10.87% | 0.00% | 0.00% | 0.00% | 22:47 | 17:51 | 18:39 | 19:44 | 21:15 | 33:23 | 02:36 | 01:55 |
 | Pavise | 7 | 22.58% | 42.9 | 42.86% | -19.64% | +7.14% | +57.14% | 13.45% | 16:57 | 14:09 | 14:11 | 16:47 | 17:54 | 20:57 | 03:43 | 02:45 |
 | Ghost Scepter | 4 | 12.90% | 40.0 | 50.00% | -9.26% | -50.00% | +50.00% | 0.00% | 36:58 | 29:27 | 29:27 | 33:56 | 37:31 | 46:56 | 08:04 | 05:58 |
 | Dragon Lance | 1 | 3.23% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:37 | 45:37 | 45:37 | 45:37 | 45:37 | 45:37 | 00:00 | 00:00 |
 | Vanguard | 1 | 3.23% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 3.23% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:42 | 24:42 | 24:42 | 24:42 | 24:42 | 24:42 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 3.23% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:40 | 17:40 | 17:40 | 17:40 | 17:40 | 17:40 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 3.23% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:34 | 59:34 | 59:34 | 59:34 | 59:34 | 59:34 | 00:00 | 00:00 |
 | Cornucopia | 1 | 3.23% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:40 | 09:40 | 09:40 | 09:40 | 09:40 | 09:40 | 00:00 | 00:00 |
 | Medallion of Courage | 3 | 9.68% | 20.0 | 0.00% | -64.29% | 0.00% | 0.00% | 0.00% | 24:22 | 20:21 | 20:21 | 21:49 | 30:55 | 30:55 | 10:34 | 07:49 |
 | Quelling Blade | 1 | 3.23% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:26 | 11:26 | 11:26 | 11:26 | 11:26 | 11:26 | 00:00 | 00:00 |
 | Solar Crest | 1 | 3.23% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:16 | 26:16 | 26:16 | 26:16 | 26:16 | 26:16 | 00:00 | 00:00 |
 | Blight Stone | 3 | 9.68% | 11.4 | 0.00% | -64.29% | 0.00% | 0.00% | 0.00% | 23:08 | 20:21 | 20:21 | 21:47 | 27:16 | 27:16 | 06:55 | 05:07 |
 | Crown | 1 | 3.23% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 3.23% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:40 | 50:40 | 50:40 | 50:40 | 50:40 | 50:40 | 00:00 | 00:00 |
 | Chainmail | 3 | 9.68% | 2.9 | 0.00% | -64.29% | 0.00% | 0.00% | 0.00% | 22:32 | 20:08 | 20:08 | 20:15 | 27:12 | 27:12 | 07:04 | 05:14 |