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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 Shard | 26 | 32.50% | 100.0 | 61.54% | +28.21% | +24.17% | -11.54% | -2.90% | 26:13 | 20:01 | 20:16 | 22:29 | 32:35 | 40:08 | 12:19 | 09:07 |
 | Void Stone | 9 | 11.25% | 98.2 | 77.78% | +39.75% | +22.22% | +22.22% | 0.00% | 35:52 | 26:24 | 27:44 | 37:34 | 38:51 | 54:00 | 11:07 | 08:14 |
 | Aghanim's Scepter | 4 | 5.00% | 96.5 | 100.00% | +60.53% | 0.00% | 0.00% | 0.00% | 36:30 | 32:46 | 32:46 | 34:34 | 35:14 | 43:26 | 02:28 | 01:49 |
 | Manta Style | 15 | 18.75% | 94.7 | 66.67% | +29.75% | +8.33% | -16.67% | -3.41% | 20:53 | 14:15 | 16:20 | 17:33 | 23:40 | 34:30 | 07:20 | 05:25 |
 | Black King Bar | 40 | 50.00% | 93.0 | 52.50% | +20.00% | +7.50% | -12.50% | -3.08% | 27:54 | 19:14 | 24:18 | 27:03 | 30:48 | 41:14 | 06:30 | 04:48 |
 | Yasha | 16 | 20.00% | 91.2 | 62.50% | +25.00% | +37.50% | -37.50% | -11.97% | 16:22 | 10:37 | 10:58 | 13:52 | 17:14 | 32:58 | 06:16 | 04:38 |
 | Magic Wand | 47 | 58.75% | 89.5 | 48.94% | +15.61% | -7.27% | +1.06% | 1.09% | 13:00 | 04:01 | 08:54 | 12:23 | 16:32 | 28:25 | 07:38 | 05:39 |
 | Vanguard | 70 | 87.50% | 87.7 | 44.29% | +14.29% | -5.40% | -20.76% | -9.60% | 06:38 | 04:13 | 05:36 | 06:08 | 07:12 | 17:25 | 01:36 | 01:11 |
 | Magic Stick | 63 | 78.75% | 86.0 | 44.44% | +9.15% | -6.94% | -19.44% | -1.18% | 07:20 | -01:29 | 01:01 | 07:55 | 11:35 | 28:25 | 10:34 | 07:49 |
 | Blink Dagger | 80 | 100.00% | 84.2 | 42.50% | +42.50% | +12.50% | +2.50% | -3.14% | 14:03 | 09:08 | 11:51 | 13:16 | 15:02 | 23:41 | 03:11 | 02:21 |
 | Boots of Speed | 80 | 100.00% | 82.5 | 42.50% | +42.50% | -12.50% | -7.50% | 2.04% | 06:18 | 02:02 | 05:04 | 06:39 | 07:31 | 10:39 | 02:27 | 01:48 |
 | Ring of Health | 78 | 97.50% | 80.7 | 42.31% | -7.69% | +17.69% | -0.20% | -11.67% | 03:56 | 01:10 | 02:42 | 03:29 | 04:14 | 15:07 | 01:32 | 01:08 |
 | Ring of Protection | 39 | 48.75% | 78.9 | 46.15% | +7.13% | +13.85% | -6.15% | 0.00% | 03:37 | -01:29 | -01:29 | -01:29 | -01:29 | 43:23 | 00:00 | 00:00 |
 | Lotus Orb | 7 | 8.75% | 77.2 | 71.43% | +31.70% | +28.57% | +28.57% | 0.00% | 33:23 | 26:25 | 27:55 | 31:59 | 38:25 | 40:20 | 10:30 | 07:46 |
 | Quelling Blade | 61 | 76.25% | 75.4 | 40.98% | -6.39% | -0.98% | -20.98% | 0.00% | -01:25 | -01:29 | -01:29 | -01:29 | -01:29 | 00:32 | 00:00 | 00:00 |
 | Chainmail | 54 | 67.50% | 73.7 | 40.74% | -5.41% | +9.26% | -2.28% | -1.28% | 14:26 | 05:05 | 08:47 | 15:03 | 17:46 | 33:55 | 08:59 | 06:39 |
 | Bracer | 21 | 26.25% | 71.9 | 47.62% | +6.94% | -7.62% | -7.62% | 0.00% | 00:14 | -01:29 | -01:29 | -01:29 | -01:28 | 17:03 | 00:01 | 00:00 |
 | Phase Boots | 36 | 45.00% | 70.2 | 38.89% | -6.56% | +16.67% | +5.55% | -1.15% | 15:02 | 06:25 | 09:19 | 11:39 | 19:00 | 37:39 | 09:41 | 07:10 |
 | Blade Mail | 35 | 43.75% | 68.4 | 37.14% | -9.53% | +7.30% | +7.30% | 0.00% | 20:29 | 08:49 | 17:34 | 20:00 | 21:41 | 28:23 | 04:07 | 03:02 |
 | Wind Lace | 25 | 31.25% | 66.7 | 40.00% | -3.64% | +26.67% | +10.00% | -2.27% | 12:45 | -01:29 | 06:17 | 09:42 | 13:38 | 53:16 | 07:21 | 05:26 |
 | Overwhelming Blink | 2 | 2.50% | 64.9 | 100.00% | +58.97% | 0.00% | 0.00% | 0.00% | 49:49 | 47:58 | 47:58 | 51:39 | 51:39 | 51:39 | 03:41 | 02:43 |
 | Fluffy Hat | 2 | 2.50% | 63.2 | 100.00% | +58.97% | 0.00% | 0.00% | 0.00% | 22:41 | 20:17 | 20:17 | 25:04 | 25:04 | 25:04 | 04:47 | 03:32 |
 | Force Staff | 2 | 2.50% | 61.4 | 100.00% | +58.97% | 0.00% | 0.00% | 0.00% | 22:45 | 20:17 | 20:17 | 25:12 | 25:12 | 25:12 | 04:55 | 03:38 |
 | Shiva's Guard | 2 | 2.50% | 59.6 | 100.00% | +58.97% | 0.00% | 0.00% | 0.00% | 32:18 | 29:14 | 29:14 | 35:22 | 35:22 | 35:22 | 06:08 | 04:32 |
 | Nullifier | 2 | 2.50% | 57.9 | 100.00% | +58.97% | 0.00% | 0.00% | 0.00% | 55:49 | 49:59 | 49:59 | 1:01:38 | 1:01:38 | 1:01:38 | 11:39 | 08:37 |
 | Shadow Blade | 7 | 8.75% | 56.1 | 57.14% | +16.04% | -7.14% | -57.14% | -14.08% | 32:59 | 27:16 | 30:00 | 32:57 | 33:33 | 40:41 | 03:33 | 02:37 |
 | Assault Cuirass | 5 | 6.25% | 54.4 | 60.00% | +18.67% | +40.00% | +40.00% | 0.00% | 38:31 | 33:18 | 33:18 | 38:00 | 40:21 | 44:02 | 07:03 | 05:13 |
 | Buckler | 5 | 6.25% | 52.6 | 60.00% | +18.67% | +40.00% | +40.00% | 0.00% | 38:13 | 32:48 | 32:48 | 38:00 | 40:00 | 43:23 | 07:12 | 05:20 |
 | Glimmer Cape | 1 | 1.25% | 50.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:04 | 21:04 | 21:04 | 21:04 | 21:04 | 21:04 | 00:00 | 00:00 |
 | Sange | 1 | 1.25% | 49.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:30 | 18:30 | 18:30 | 18:30 | 18:30 | 18:30 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.25% | 47.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:03 | 1:06:03 | 1:06:03 | 1:06:03 | 1:06:03 | 1:06:03 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.25% | 45.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:00 | 54:00 | 54:00 | 54:00 | 54:00 | 54:00 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.25% | 43.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.25% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.25% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.25% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:10 | 22:10 | 22:10 | 22:10 | 22:10 | 22:10 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.25% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:11 | 16:11 | 16:11 | 16:11 | 16:11 | 16:11 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 1.25% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:11 | 16:11 | 16:11 | 16:11 | 16:11 | 16:11 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.25% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 1.25% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:18 | 29:18 | 29:18 | 29:18 | 29:18 | 29:18 | 00:00 | 00:00 |
 | Crown | 1 | 1.25% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:31 | 19:31 | 19:31 | 19:31 | 19:31 | 19:31 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.25% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:01 | 02:01 | 02:01 | 02:01 | 02:01 | 02:01 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 1.25% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:47 | 38:47 | 38:47 | 38:47 | 38:47 | 38:47 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.25% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:20 | 53:20 | 53:20 | 53:20 | 53:20 | 53:20 | 00:00 | 00:00 |
 | Hood of Defiance | 11 | 13.75% | 22.8 | 27.27% | -17.66% | +6.06% | +6.06% | 0.00% | 13:07 | 05:00 | 09:19 | 10:51 | 16:53 | 25:48 | 07:34 | 05:36 |
 | Helm of Iron Will | 5 | 6.25% | 21.1 | 40.00% | -2.67% | -40.00% | +60.00% | 3.09% | 38:49 | 16:12 | 16:12 | 34:51 | 48:34 | 1:01:23 | 32:22 | 23:58 |
 | Power Treads | 2 | 2.50% | 19.3 | 50.00% | +7.69% | -50.00% | 0.00% | 0.00% | 17:56 | 12:28 | 12:28 | 23:24 | 23:24 | 23:24 | 10:56 | 08:05 |
 | Headdress | 5 | 6.25% | 17.5 | 20.00% | -24.00% | -20.00% | -20.00% | 0.00% | 21:50 | 18:53 | 18:53 | 22:39 | 22:44 | 23:01 | 03:51 | 02:51 |
 | Pipe of Insight | 5 | 6.25% | 15.8 | 20.00% | -24.00% | -20.00% | -20.00% | 0.00% | 23:20 | 21:37 | 21:37 | 23:04 | 23:11 | 26:39 | 01:34 | 01:09 |
 | Crimson Guard | 3 | 3.75% | 14.0 | 0.00% | -44.16% | 0.00% | 0.00% | 0.00% | 28:48 | 18:20 | 18:20 | 33:09 | 34:55 | 34:55 | 16:35 | 12:17 |
 | Bottle | 2 | 2.50% | 12.3 | 0.00% | -43.59% | 0.00% | 0.00% | 0.00% | 01:44 | 01:38 | 01:38 | 01:49 | 01:49 | 01:49 | 00:11 | 00:08 |
 | Tranquil Boots | 1 | 1.25% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:55 | 23:55 | 23:55 | 23:55 | 23:55 | 23:55 | 00:00 | 00:00 |
 | Orb of Venom | 2 | 2.50% | 8.8 | 0.00% | -43.59% | 0.00% | 0.00% | 0.00% | 01:52 | 00:43 | 00:43 | 03:01 | 03:01 | 03:01 | 02:18 | 01:42 |
 | Wraith Band | 1 | 1.25% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:44 | 01:44 | 01:44 | 01:44 | 01:44 | 01:44 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.25% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:07 | 51:07 | 51:07 | 51:07 | 51:07 | 51:07 | 00:00 | 00:00 |
 | Swift Blink | 1 | 1.25% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:06 | 1:03:06 | 1:03:06 | 1:03:06 | 1:03:06 | 1:03:06 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 1.25% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:27 | 51:27 | 51:27 | 51:27 | 51:27 | 51:27 | 00:00 | 00:00 |