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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 | |
 | Blink Dagger | 10 | 16.67% | 100.0 | 80.00% | +44.00% | -13.33% | +20.00% | 6.51% | 29:47 | 11:48 | 27:50 | 28:40 | 32:57 | 52:12 | 05:07 | 03:47 |
 | Wind Lace | 14 | 23.33% | 98.2 | 71.43% | +36.65% | -21.43% | +28.57% | 3.72% | 15:19 | -01:29 | 07:31 | 11:40 | 20:57 | 41:01 | 13:26 | 09:57 |
 | Chainmail | 38 | 63.33% | 96.5 | 55.26% | +32.53% | +14.74% | +0.30% | -2.14% | 14:25 | 07:00 | 09:27 | 12:23 | 16:11 | 37:47 | 06:44 | 04:59 |
 | Mekansm | 34 | 56.67% | 94.7 | 55.88% | +28.96% | +21.90% | -18.38% | -6.31% | 16:03 | 09:53 | 11:54 | 14:50 | 18:17 | 33:52 | 06:23 | 04:43 |
 | Buckler | 34 | 56.67% | 93.0 | 55.88% | +28.96% | +33.01% | +19.12% | -1.14% | 22:30 | 11:07 | 14:17 | 18:43 | 26:29 | 56:01 | 12:12 | 09:02 |
 | Ring of Protection | 34 | 56.67% | 91.2 | 55.88% | +28.96% | +33.01% | +19.12% | -1.14% | 22:25 | 11:07 | 14:17 | 18:43 | 26:29 | 56:01 | 12:12 | 09:02 |
 | Daedalus | 6 | 10.00% | 89.5 | 83.33% | +44.44% | -33.33% | +16.67% | 11.45% | 42:47 | 29:54 | 41:45 | 42:15 | 46:07 | 53:20 | 04:22 | 03:14 |
 | Bracer | 16 | 26.67% | 87.7 | 62.50% | +26.14% | +12.50% | +12.50% | 0.00% | 03:28 | 00:52 | 01:22 | 02:14 | 02:36 | 23:57 | 01:14 | 00:54 |
 | Ghost Scepter | 8 | 13.33% | 86.0 | 75.00% | +36.54% | +25.00% | -25.00% | -3.85% | 30:35 | 21:11 | 21:31 | 24:39 | 34:30 | 55:42 | 12:59 | 09:37 |
 | Crystalys | 8 | 13.33% | 84.2 | 75.00% | +36.54% | +25.00% | +25.00% | 0.00% | 35:59 | 26:42 | 32:44 | 35:11 | 39:57 | 41:43 | 07:13 | 05:20 |
 | Headdress | 36 | 60.00% | 82.5 | 52.78% | +23.61% | +36.11% | -30.56% | -9.03% | 12:40 | 02:15 | 08:09 | 12:05 | 15:32 | 25:34 | 07:23 | 05:28 |
 | Aghanim's Shard | 36 | 60.00% | 80.7 | 52.78% | +23.61% | -19.45% | -8.34% | 1.03% | 23:12 | 15:01 | 17:33 | 21:10 | 28:19 | 41:18 | 10:46 | 07:58 |
 | Arcane Boots | 46 | 76.67% | 78.9 | 50.00% | +28.57% | +16.67% | -13.64% | -5.70% | 11:29 | 05:39 | 07:25 | 10:39 | 12:44 | 31:02 | 05:19 | 03:56 |
 | Guardian Greaves | 29 | 48.33% | 77.2 | 51.72% | +16.24% | +19.71% | -8.86% | -3.04% | 22:00 | 13:56 | 15:51 | 19:13 | 25:14 | 36:45 | 09:23 | 06:57 |
 | Boots of Speed | 60 | 100.00% | 75.4 | 43.33% | +43.33% | +3.34% | -10.00% | -5.27% | 05:56 | -01:29 | 04:13 | 05:04 | 06:45 | 26:00 | 02:32 | 01:52 |
 | Black King Bar | 5 | 8.33% | 73.7 | 80.00% | +40.00% | -80.00% | +20.00% | 20.69% | 29:43 | 25:50 | 25:50 | 29:55 | 30:40 | 34:18 | 04:50 | 03:34 |
 | Magic Stick | 54 | 90.00% | 71.9 | 42.59% | -7.41% | +14.55% | -19.51% | -9.78% | 02:11 | -01:30 | -01:29 | 00:51 | 04:58 | 17:08 | 06:27 | 04:46 |
 | Aghanim's Scepter | 14 | 23.33% | 70.2 | 57.14% | +18.01% | +17.86% | +9.53% | -0.91% | 33:06 | 25:40 | 28:08 | 29:26 | 37:20 | 49:38 | 09:12 | 06:48 |
 | Magic Wand | 46 | 76.67% | 68.4 | 41.30% | -8.70% | +8.70% | +4.15% | -0.76% | 09:40 | -01:29 | 06:07 | 08:15 | 12:07 | 28:51 | 06:00 | 04:26 |
 | Void Stone | 9 | 15.00% | 66.7 | 55.56% | +14.38% | -5.56% | -5.56% | 0.00% | 26:58 | 04:42 | 10:20 | 28:06 | 34:34 | 42:57 | 24:14 | 17:57 |
 | Ring of Health | 12 | 20.00% | 64.9 | 50.00% | +8.33% | +16.67% | +16.67% | 0.00% | 20:29 | 02:34 | 10:20 | 16:39 | 29:11 | 39:56 | 18:51 | 13:57 |
 | Heaven's Halberd | 4 | 6.67% | 63.2 | 75.00% | +33.93% | +25.00% | +25.00% | 0.00% | 33:02 | 24:00 | 24:00 | 29:51 | 31:16 | 47:00 | 07:16 | 05:22 |
 | Crown | 4 | 6.67% | 61.4 | 75.00% | +33.93% | -75.00% | +25.00% | 0.00% | 19:22 | 07:53 | 07:53 | 08:52 | 19:41 | 41:01 | 11:48 | 08:44 |
 | Sange | 4 | 6.67% | 59.6 | 75.00% | +33.93% | +25.00% | +25.00% | 0.00% | 31:13 | 22:01 | 22:01 | 25:47 | 30:45 | 46:20 | 08:44 | 06:28 |
 | Solar Crest | 2 | 3.33% | 57.9 | 100.00% | +58.62% | 0.00% | 0.00% | 0.00% | 30:37 | 20:10 | 20:10 | 41:04 | 41:04 | 41:04 | 20:54 | 15:28 |
 | Eul's Scepter of Divinity | 2 | 3.33% | 56.1 | 100.00% | +58.62% | 0.00% | 0.00% | 0.00% | 34:42 | 29:08 | 29:08 | 40:15 | 40:15 | 40:15 | 11:07 | 08:14 |
 | Force Staff | 24 | 40.00% | 54.4 | 37.50% | -9.72% | +29.17% | -4.17% | -4.84% | 24:55 | 15:23 | 19:08 | 21:43 | 26:01 | 47:30 | 06:53 | 05:05 |
 | Fluffy Hat | 33 | 55.00% | 52.6 | 33.33% | -22.23% | +4.17% | +4.17% | 0.00% | 20:58 | 11:48 | 14:32 | 18:02 | 24:21 | 47:30 | 09:49 | 07:16 |
 | Blight Stone | 8 | 13.33% | 50.9 | 50.00% | +7.69% | -50.00% | +50.00% | 26.67% | 07:57 | -01:29 | -01:29 | 03:02 | 05:14 | 37:47 | 06:43 | 04:58 |
 | Hood of Defiance | 5 | 8.33% | 49.1 | 60.00% | +18.18% | +40.00% | +40.00% | 0.00% | 19:48 | 13:55 | 13:55 | 16:52 | 17:13 | 36:03 | 03:18 | 02:26 |
 | Vladmir's Offering | 3 | 5.00% | 47.4 | 66.67% | +24.56% | -66.67% | 0.00% | 0.00% | 49:12 | 48:23 | 48:23 | 49:35 | 49:37 | 49:37 | 01:14 | 00:54 |
 | Morbid Mask | 3 | 5.00% | 45.6 | 66.67% | +24.56% | -66.67% | 0.00% | 0.00% | 49:12 | 48:23 | 48:23 | 49:35 | 49:37 | 49:37 | 01:14 | 00:54 |
 | Aeon Disk | 3 | 5.00% | 43.9 | 66.67% | +24.56% | +33.33% | 0.00% | 0.00% | 39:02 | 34:55 | 34:55 | 36:50 | 45:22 | 45:22 | 10:27 | 07:44 |
 | Ring of Basilius | 3 | 5.00% | 42.1 | 66.67% | +24.56% | -66.67% | 0.00% | 0.00% | 49:12 | 48:23 | 48:23 | 49:35 | 49:37 | 49:37 | 01:14 | 00:54 |
 | Medallion of Courage | 4 | 6.67% | 40.4 | 50.00% | +7.14% | -50.00% | +50.00% | 0.00% | 18:29 | 09:11 | 09:11 | 09:48 | 17:09 | 37:47 | 07:58 | 05:54 |
 | Pipe of Insight | 4 | 6.67% | 38.6 | 50.00% | +7.14% | +50.00% | -50.00% | 0.00% | 20:25 | 16:26 | 16:26 | 17:41 | 21:17 | 26:15 | 04:51 | 03:35 |
 | Vanguard | 1 | 1.67% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:29 | 06:29 | 06:29 | 06:29 | 06:29 | 06:29 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.67% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:20 | 35:20 | 35:20 | 35:20 | 35:20 | 35:20 | 00:00 | 00:00 |
 | Kaya | 1 | 1.67% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:44 | 1:07:44 | 1:07:44 | 1:07:44 | 1:07:44 | 1:07:44 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.67% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:20 | 35:20 | 35:20 | 35:20 | 35:20 | 35:20 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.67% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:44 | 39:44 | 39:44 | 39:44 | 39:44 | 39:44 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.67% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:35 | 57:35 | 57:35 | 57:35 | 57:35 | 57:35 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.67% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:13 | 16:13 | 16:13 | 16:13 | 16:13 | 16:13 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.67% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:57 | 42:57 | 42:57 | 42:57 | 42:57 | 42:57 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 1.67% | 22.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:48 | 1:07:48 | 1:07:48 | 1:07:48 | 1:07:48 | 1:07:48 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 1.67% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 00:00 | 00:00 |
 | Glimmer Cape | 6 | 10.00% | 19.3 | 33.33% | -11.11% | +16.67% | -33.33% | -14.78% | 31:19 | 25:33 | 30:01 | 30:36 | 33:24 | 36:50 | 03:23 | 02:30 |
 | Quelling Blade | 6 | 10.00% | 17.5 | 33.33% | -11.11% | +16.67% | -33.33% | -44.12% | 00:58 | -01:29 | -01:29 | -01:29 | 02:37 | 09:04 | 04:06 | 03:02 |
 | Meteor Hammer | 2 | 3.33% | 15.8 | 50.00% | +6.90% | -50.00% | 0.00% | 0.00% | 09:43 | 09:02 | 09:02 | 10:24 | 10:24 | 10:24 | 01:22 | 01:00 |
 | Tranquil Boots | 2 | 3.33% | 14.0 | 50.00% | +6.90% | -50.00% | 0.00% | 0.00% | 27:37 | 24:10 | 24:10 | 31:03 | 31:03 | 31:03 | 06:53 | 05:05 |
 | Wraith Pact | 2 | 3.33% | 12.3 | 50.00% | +6.90% | -50.00% | 0.00% | 0.00% | 50:00 | 49:50 | 49:50 | 50:10 | 50:10 | 50:10 | 00:20 | 00:14 |
 | Lotus Orb | 4 | 6.67% | 10.5 | 25.00% | -19.64% | -25.00% | -25.00% | 0.00% | 35:50 | 30:18 | 30:18 | 35:27 | 37:40 | 39:56 | 07:22 | 05:27 |
 | Assault Cuirass | 1 | 1.67% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:56 | 56:56 | 56:56 | 56:56 | 56:56 | 56:56 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 1.67% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:47 | 52:47 | 52:47 | 52:47 | 52:47 | 52:47 | 00:00 | 00:00 |
 | Wraith Band | 2 | 3.33% | 5.3 | 0.00% | -44.83% | 0.00% | 0.00% | 0.00% | 13:57 | 02:00 | 02:00 | 25:54 | 25:54 | 25:54 | 23:54 | 17:42 |
 | Bottle | 1 | 1.67% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:33 | 01:33 | 01:33 | 01:33 | 01:33 | 01:33 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 1.67% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:47 | 52:47 | 52:47 | 52:47 | 52:47 | 52:47 | 00:00 | 00:00 |