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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 | |
 | Refresher Orb | 8 | 16.00% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 42:03 | 31:47 | 37:41 | 39:18 | 43:07 | 52:35 | 05:26 | 04:01 |
 | Chainmail | 10 | 20.00% | 98.2 | 90.00% | +40.00% | +10.00% | +10.00% | 0.00% | 07:34 | 04:12 | 05:39 | 06:37 | 08:08 | 13:26 | 02:29 | 01:50 |
 | Phase Boots | 9 | 18.00% | 96.5 | 88.89% | +37.67% | +11.11% | +11.11% | 0.00% | 08:22 | 05:30 | 05:39 | 07:08 | 10:26 | 13:54 | 04:47 | 03:32 |
 | Mask of Madness | 5 | 10.00% | 94.7 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 15:58 | 11:30 | 11:30 | 18:19 | 18:35 | 19:06 | 07:05 | 05:14 |
 | Void Stone | 22 | 44.00% | 93.0 | 72.73% | +26.30% | +10.60% | +7.27% | -0.41% | 19:30 | 08:31 | 11:44 | 13:33 | 19:57 | 52:02 | 08:13 | 06:05 |
 | Yasha | 29 | 58.00% | 91.2 | 68.97% | +26.11% | +2.46% | +2.46% | 0.00% | 22:23 | 12:00 | 18:03 | 21:50 | 25:14 | 48:20 | 07:11 | 05:19 |
 | Morbid Mask | 10 | 20.00% | 89.5 | 80.00% | +27.50% | +20.00% | -30.00% | -2.21% | 26:38 | 10:26 | 17:05 | 18:35 | 39:41 | 44:38 | 22:36 | 16:44 |
 | Eul's Scepter of Divinity | 17 | 34.00% | 87.7 | 70.59% | +19.07% | +29.41% | +4.41% | -5.77% | 14:35 | 11:41 | 12:16 | 13:46 | 16:36 | 20:04 | 04:20 | 03:12 |
 | Sange and Yasha | 26 | 52.00% | 86.0 | 65.38% | +15.38% | +20.33% | -15.38% | -7.68% | 26:16 | 16:14 | 23:07 | 25:14 | 27:46 | 48:20 | 04:39 | 03:26 |
 | Black King Bar | 45 | 90.00% | 84.2 | 60.00% | +20.00% | +3.64% | -5.45% | -1.61% | 21:39 | 14:54 | 18:16 | 20:24 | 23:55 | 49:35 | 05:39 | 04:11 |
 | Satanic | 7 | 14.00% | 82.5 | 85.71% | +32.22% | +14.29% | -35.71% | -4.20% | 35:44 | 23:07 | 26:39 | 35:04 | 38:34 | 48:40 | 11:55 | 08:49 |
 | Boots of Speed | 50 | 100.00% | 80.7 | 58.00% | +58.00% | -4.15% | +0.33% | 2.44% | 03:40 | 00:59 | 02:43 | 03:35 | 04:33 | 06:17 | 01:50 | 01:21 |
 | Magic Stick | 49 | 98.00% | 78.9 | 57.14% | -42.86% | +17.86% | -15.47% | -9.85% | 03:19 | -01:29 | 01:28 | 03:23 | 04:51 | 10:46 | 03:23 | 02:30 |
 | Eye of Skadi | 4 | 8.00% | 77.2 | 100.00% | +45.65% | 0.00% | 0.00% | 0.00% | 40:03 | 32:36 | 32:36 | 35:45 | 41:57 | 49:55 | 09:21 | 06:55 |
 | Ring of Health | 16 | 32.00% | 75.4 | 68.75% | +15.81% | -18.75% | +31.25% | 2.02% | 25:36 | 08:20 | 11:13 | 17:33 | 35:56 | 52:02 | 24:43 | 18:18 |
 | Magic Wand | 48 | 96.00% | 73.7 | 56.25% | -43.75% | +2.08% | +2.08% | 0.00% | 05:57 | 01:48 | 04:03 | 05:38 | 07:22 | 13:22 | 03:19 | 02:27 |
 | Bottle | 24 | 48.00% | 71.9 | 62.50% | +8.65% | +4.17% | +4.17% | 0.00% | 01:54 | 01:02 | 01:33 | 01:49 | 02:05 | 02:58 | 00:32 | 00:23 |
 | Sange | 30 | 60.00% | 70.2 | 60.00% | +5.00% | -10.00% | -17.14% | -1.23% | 24:47 | 16:14 | 21:02 | 24:03 | 26:50 | 48:20 | 05:48 | 04:17 |
 | Wind Lace | 35 | 70.00% | 68.4 | 57.14% | -2.86% | +9.53% | -12.70% | -4.40% | 07:09 | -01:29 | 04:26 | 07:18 | 09:29 | 14:40 | 05:03 | 03:44 |
 | Power Treads | 33 | 66.00% | 66.7 | 57.58% | -1.24% | -7.58% | -20.08% | -6.64% | 08:23 | 05:23 | 07:12 | 07:44 | 09:05 | 13:07 | 01:53 | 01:23 |
 | Wraith Band | 25 | 50.00% | 64.9 | 60.00% | +4.00% | -10.00% | +23.33% | 28.57% | 03:59 | 00:42 | 03:15 | 03:55 | 04:25 | 08:39 | 01:10 | 00:51 |
 | Aghanim's Scepter | 3 | 6.00% | 63.2 | 100.00% | +44.68% | 0.00% | 0.00% | 0.00% | 32:39 | 27:14 | 27:14 | 27:21 | 43:21 | 43:21 | 16:07 | 11:56 |
 | Fluffy Hat | 20 | 40.00% | 61.4 | 50.00% | -13.33% | +50.00% | -10.00% | -11.96% | 05:58 | -01:29 | 03:23 | 05:53 | 08:24 | 12:06 | 05:01 | 03:42 |
 | Shiva's Guard | 8 | 16.00% | 59.6 | 62.50% | +5.36% | -12.50% | -12.50% | 0.00% | 34:29 | 28:41 | 30:44 | 32:47 | 33:08 | 42:38 | 02:24 | 01:46 |
 | Falcon Blade | 17 | 34.00% | 57.9 | 47.06% | -16.58% | +2.94% | -22.06% | -10.00% | 07:53 | 04:19 | 06:19 | 07:59 | 08:49 | 10:28 | 02:30 | 01:51 |
 | Quelling Blade | 4 | 8.00% | 56.1 | 75.00% | +18.48% | +25.00% | -75.00% | 0.00% | 02:15 | -01:29 | -01:29 | -01:29 | -01:29 | 13:27 | 00:00 | 00:00 |
 | Aghanim's Shard | 4 | 8.00% | 54.4 | 75.00% | +18.48% | +25.00% | +25.00% | 0.00% | 34:32 | 23:44 | 23:44 | 25:54 | 31:07 | 57:22 | 07:23 | 05:28 |
 | Lotus Orb | 2 | 4.00% | 52.6 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 33:13 | 30:28 | 30:28 | 35:57 | 35:57 | 35:57 | 05:29 | 04:03 |
 | Hood of Defiance | 7 | 14.00% | 50.9 | 57.14% | -1.00% | -7.14% | +42.86% | 11.54% | 12:47 | 08:53 | 09:24 | 12:59 | 13:44 | 17:33 | 04:20 | 03:12 |
 | Blink Dagger | 7 | 14.00% | 49.1 | 57.14% | -1.00% | -7.14% | -7.14% | 0.00% | 28:45 | 22:18 | 23:41 | 24:52 | 26:10 | 51:52 | 02:29 | 01:50 |
 | Ring of Protection | 8 | 16.00% | 47.4 | 50.00% | -9.52% | +50.00% | 0.00% | -7.89% | 27:29 | -01:29 | 24:17 | 27:55 | 30:37 | 46:59 | 06:20 | 04:41 |
 | Assault Cuirass | 6 | 12.00% | 45.6 | 50.00% | -9.09% | 0.00% | +50.00% | 6.86% | 32:46 | 27:19 | 27:20 | 28:11 | 34:37 | 47:18 | 07:17 | 05:23 |
 | Buckler | 7 | 14.00% | 43.9 | 42.86% | -17.61% | +7.14% | +7.14% | 0.00% | 31:38 | 24:18 | 27:08 | 30:36 | 30:37 | 46:59 | 03:29 | 02:34 |
 | Hurricane Pike | 1 | 2.00% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:58 | 15:58 | 15:58 | 15:58 | 15:58 | 15:58 | 00:00 | 00:00 |
 | Crown | 1 | 2.00% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:46 | 11:46 | 11:46 | 11:46 | 11:46 | 11:46 | 00:00 | 00:00 |
 | Moon Shard | 1 | 2.00% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:37 | 26:37 | 26:37 | 26:37 | 26:37 | 26:37 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.00% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:15 | 26:15 | 26:15 | 26:15 | 26:15 | 26:15 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.00% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:35 | 10:35 | 10:35 | 10:35 | 10:35 | 10:35 | 00:00 | 00:00 |
 | Butterfly | 1 | 2.00% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:38 | 42:38 | 42:38 | 42:38 | 42:38 | 42:38 | 00:00 | 00:00 |
 | Solar Crest | 1 | 2.00% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:05 | 14:05 | 14:05 | 14:05 | 14:05 | 14:05 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 2.00% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:25 | 15:25 | 15:25 | 15:25 | 15:25 | 15:25 | 00:00 | 00:00 |
 | Blight Stone | 1 | 2.00% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:35 | 10:35 | 10:35 | 10:35 | 10:35 | 10:35 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.00% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:03 | 46:03 | 46:03 | 46:03 | 46:03 | 46:03 | 00:00 | 00:00 |
 | Force Staff | 2 | 4.00% | 24.6 | 50.00% | -8.33% | +50.00% | 0.00% | 0.00% | 12:40 | 11:19 | 11:19 | 14:01 | 14:01 | 14:01 | 02:42 | 02:00 |
 | Linken's Sphere | 2 | 4.00% | 22.8 | 50.00% | -8.33% | -50.00% | 0.00% | 0.00% | 38:43 | 35:28 | 35:28 | 41:57 | 41:57 | 41:57 | 06:29 | 04:48 |
 | Heaven's Halberd | 3 | 6.00% | 21.1 | 33.33% | -26.24% | -33.33% | 0.00% | 0.00% | 27:23 | 21:20 | 21:20 | 29:55 | 30:54 | 30:54 | 09:34 | 07:05 |
 | Swift Blink | 1 | 2.00% | 19.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:44 | 54:44 | 54:44 | 54:44 | 54:44 | 54:44 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.00% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:46 | 18:46 | 18:46 | 18:46 | 18:46 | 18:46 | 00:00 | 00:00 |
 | Javelin | 1 | 2.00% | 15.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 00:00 | 00:00 |
 | Vanguard | 1 | 2.00% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:12 | 17:12 | 17:12 | 17:12 | 17:12 | 17:12 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 2.00% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.00% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:19 | 08:19 | 08:19 | 08:19 | 08:19 | 08:19 | 00:00 | 00:00 |
 | Maelstrom | 1 | 2.00% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 2.00% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:24 | 18:24 | 18:24 | 18:24 | 18:24 | 18:24 | 00:00 | 00:00 |
 | Headdress | 1 | 2.00% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:25 | 14:25 | 14:25 | 14:25 | 14:25 | 14:25 | 00:00 | 00:00 |
 | Mjollnir | 1 | 2.00% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:33 | 40:33 | 40:33 | 40:33 | 40:33 | 40:33 | 00:00 | 00:00 |
 | Bracer | 1 | 2.00% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:23 | 10:23 | 10:23 | 10:23 | 10:23 | 10:23 | 00:00 | 00:00 |