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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 | |
 | Aeon Disk | 13 | 16.88% | 100.0 | 69.23% | +34.85% | -2.56% | -2.56% | 0.00% | 34:51 | 29:09 | 30:52 | 33:34 | 36:42 | 47:36 | 05:50 | 04:19 |
 | Blink Dagger | 47 | 61.04% | 98.1 | 51.06% | +27.73% | +7.27% | -1.06% | -1.03% | 23:16 | 16:24 | 19:02 | 21:02 | 27:08 | 41:53 | 08:06 | 06:00 |
 | Tranquil Boots | 47 | 61.04% | 96.3 | 46.81% | +16.81% | +28.19% | -13.48% | -10.59% | 09:11 | 04:30 | 06:03 | 07:52 | 09:59 | 25:17 | 03:56 | 02:54 |
 | Magic Stick | 72 | 93.51% | 94.4 | 43.06% | +43.06% | -4.17% | -4.17% | 0.00% | 03:24 | -01:30 | -01:29 | 02:33 | 06:34 | 21:07 | 08:03 | 05:57 |
 | Eul's Scepter of Divinity | 16 | 20.78% | 92.6 | 56.25% | +20.18% | +43.75% | -6.25% | -5.79% | 24:56 | 17:34 | 19:13 | 24:50 | 27:51 | 33:58 | 08:38 | 06:23 |
 | Boots of Speed | 77 | 100.00% | 90.7 | 40.26% | +40.26% | +1.85% | -3.42% | -1.87% | 04:49 | -01:29 | 03:35 | 05:14 | 06:24 | 12:57 | 02:49 | 02:05 |
 | Force Staff | 24 | 31.17% | 88.9 | 50.00% | +14.15% | +16.67% | +16.67% | 0.00% | 29:36 | 20:02 | 22:11 | 27:23 | 34:34 | 46:10 | 12:23 | 09:10 |
 | Magic Wand | 61 | 79.22% | 87.0 | 39.34% | -4.41% | -6.01% | +13.99% | 3.34% | 08:56 | -01:29 | 04:53 | 08:13 | 10:52 | 31:51 | 05:59 | 04:25 |
 | Void Stone | 23 | 29.87% | 85.2 | 47.83% | +10.79% | +18.84% | -14.50% | -3.57% | 23:48 | 10:39 | 17:34 | 22:18 | 26:54 | 55:11 | 09:20 | 06:54 |
 | Wind Lace | 60 | 77.92% | 83.3 | 38.33% | -8.73% | +8.34% | -31.66% | -6.27% | 04:19 | -01:29 | -01:29 | 03:24 | 07:52 | 25:05 | 09:21 | 06:55 |
 | Fluffy Hat | 39 | 50.65% | 81.5 | 41.03% | +1.56% | +18.97% | -21.03% | -4.33% | 16:45 | 06:40 | 10:27 | 12:42 | 19:41 | 44:26 | 09:14 | 06:50 |
 | Dagon (level 2) | 12 | 15.58% | 79.6 | 50.00% | +11.54% | -16.67% | -16.67% | 0.00% | 30:06 | 15:33 | 18:27 | 26:25 | 36:23 | 56:50 | 17:56 | 13:17 |
 | Boots of Travel | 2 | 2.60% | 77.8 | 100.00% | +61.33% | 0.00% | 0.00% | 0.00% | 38:55 | 28:31 | 28:31 | 49:18 | 49:18 | 49:18 | 20:47 | 15:23 |
 | Dagon | 18 | 23.38% | 75.9 | 38.89% | -1.79% | -18.89% | -38.89% | -3.02% | 19:14 | 12:22 | 16:18 | 17:49 | 22:55 | 31:18 | 06:37 | 04:54 |
 | Dagon (level 3) | 8 | 10.39% | 74.1 | 50.00% | +10.87% | 0.00% | 0.00% | 0.00% | 32:29 | 18:06 | 21:17 | 25:15 | 38:10 | 58:50 | 16:53 | 12:30 |
 | Dagon (level 4) | 5 | 6.49% | 72.2 | 60.00% | +21.11% | +40.00% | +40.00% | 0.00% | 30:17 | 19:16 | 19:16 | 30:56 | 34:14 | 39:55 | 14:58 | 11:05 |
 | Kaya | 5 | 6.49% | 70.4 | 60.00% | +21.11% | -60.00% | +40.00% | 14.12% | 26:54 | 20:17 | 20:17 | 25:48 | 27:22 | 37:27 | 07:05 | 05:14 |
 | Diadem | 20 | 25.97% | 68.5 | 35.00% | -7.11% | -15.00% | -15.00% | 0.00% | 12:55 | 05:23 | 10:38 | 12:27 | 13:08 | 22:35 | 02:30 | 01:51 |
 | Quelling Blade | 9 | 11.69% | 66.7 | 44.44% | +4.73% | -44.44% | +55.56% | 8.61% | 07:03 | -01:29 | 00:03 | 07:29 | 11:40 | 15:05 | 11:37 | 08:36 |
 | Arcane Boots | 18 | 23.38% | 64.8 | 33.33% | -9.04% | -13.33% | +41.67% | 3.30% | 16:07 | 06:16 | 08:33 | 10:17 | 25:13 | 44:30 | 16:40 | 12:20 |
 | Aghanim's Scepter | 6 | 7.79% | 63.0 | 50.00% | +10.56% | +50.00% | -50.00% | -23.53% | 40:09 | 35:14 | 36:36 | 39:00 | 40:51 | 49:09 | 04:15 | 03:08 |
 | Aghanim's Shard | 3 | 3.90% | 61.1 | 66.67% | +27.48% | +33.33% | 0.00% | 0.00% | 21:07 | 19:24 | 19:24 | 21:38 | 22:19 | 22:19 | 02:55 | 02:09 |
 | Dagon (level 5) | 3 | 3.90% | 59.3 | 66.67% | +27.48% | +33.33% | 0.00% | 0.00% | 29:49 | 20:34 | 20:34 | 30:56 | 37:58 | 37:58 | 17:24 | 12:53 |
 | Ethereal Blade | 3 | 3.90% | 57.4 | 66.67% | +27.48% | +33.33% | 0.00% | 0.00% | 34:25 | 33:22 | 33:22 | 34:16 | 35:36 | 35:36 | 02:14 | 01:39 |
 | Ghost Scepter | 8 | 10.39% | 55.6 | 37.50% | -3.08% | +62.50% | -37.50% | -9.15% | 35:59 | 20:18 | 30:04 | 31:21 | 41:00 | 50:33 | 10:56 | 08:05 |
 | Heaven's Halberd | 1 | 1.30% | 53.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:44 | 36:44 | 36:44 | 36:44 | 36:44 | 36:44 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 1.30% | 51.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.30% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:04 | 12:04 | 12:04 | 12:04 | 12:04 | 12:04 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 1.30% | 48.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:47 | 09:47 | 09:47 | 09:47 | 09:47 | 09:47 | 00:00 | 00:00 |
 | Sange | 1 | 1.30% | 46.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:34 | 31:34 | 31:34 | 31:34 | 31:34 | 31:34 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.30% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 00:00 | 00:00 |
 | Headdress | 1 | 1.30% | 42.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:41 | 27:41 | 27:41 | 27:41 | 27:41 | 27:41 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.30% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.30% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:35 | 24:35 | 24:35 | 24:35 | 24:35 | 24:35 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.30% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 00:00 | 00:00 |
 | Ring of Health | 5 | 6.49% | 35.2 | 40.00% | -0.28% | -40.00% | -40.00% | 0.00% | 12:43 | 03:09 | 03:09 | 04:34 | 24:57 | 27:37 | 21:48 | 16:08 |
 | Pavise | 2 | 2.60% | 33.3 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 16:18 | 15:18 | 15:18 | 17:17 | 17:17 | 17:17 | 01:59 | 01:28 |
 | Ring of Protection | 3 | 3.90% | 31.5 | 33.33% | -7.21% | -33.33% | 0.00% | 0.00% | 07:10 | -01:29 | -01:29 | 10:42 | 12:17 | 12:17 | 13:46 | 10:11 |
 | Bottle | 3 | 3.90% | 29.6 | 33.33% | -7.21% | +66.67% | 0.00% | 0.00% | 01:42 | 01:22 | 01:22 | 01:35 | 02:09 | 02:09 | 00:47 | 00:34 |
 | Bracer | 4 | 5.19% | 27.8 | 25.00% | -16.10% | -25.00% | -25.00% | 0.00% | 03:00 | 02:13 | 02:13 | 02:39 | 02:49 | 04:20 | 00:36 | 00:26 |
 | Crown | 5 | 6.49% | 25.9 | 20.00% | -21.67% | +80.00% | -20.00% | -6.53% | 21:30 | 10:08 | 10:08 | 22:37 | 25:27 | 28:23 | 15:19 | 11:20 |
 | Helm of Iron Will | 1 | 1.30% | 24.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:44 | 12:44 | 12:44 | 12:44 | 12:44 | 12:44 | 00:00 | 00:00 |
 | Phylactery | 2 | 2.60% | 22.2 | 0.00% | -41.33% | 0.00% | 0.00% | 0.00% | 20:37 | 19:23 | 19:23 | 21:51 | 21:51 | 21:51 | 02:28 | 01:49 |
 | Hand of Midas | 1 | 1.30% | 20.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:42 | 15:42 | 15:42 | 15:42 | 15:42 | 15:42 | 00:00 | 00:00 |
 | Chainmail | 3 | 3.90% | 18.5 | 0.00% | -41.89% | 0.00% | 0.00% | 0.00% | 20:38 | 17:56 | 17:56 | 21:21 | 22:37 | 22:37 | 04:41 | 03:28 |
 | Crimson Guard | 1 | 1.30% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:35 | 16:35 | 16:35 | 16:35 | 16:35 | 16:35 | 00:00 | 00:00 |
 | Blight Stone | 3 | 3.90% | 14.8 | 0.00% | -41.89% | 0.00% | 0.00% | 0.00% | 20:38 | 17:56 | 17:56 | 21:22 | 22:37 | 22:37 | 04:41 | 03:28 |
 | Solar Crest | 1 | 1.30% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:48 | 25:48 | 25:48 | 25:48 | 25:48 | 25:48 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 1.30% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:07 | 29:07 | 29:07 | 29:07 | 29:07 | 29:07 | 00:00 | 00:00 |
 | Wraith Band | 1 | 1.30% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:55 | 03:55 | 03:55 | 03:55 | 03:55 | 03:55 | 00:00 | 00:00 |
 | Black King Bar | 1 | 1.30% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:15 | 30:15 | 30:15 | 30:15 | 30:15 | 30:15 | 00:00 | 00:00 |
 | Vanguard | 2 | 2.60% | 5.6 | 0.00% | -41.33% | 0.00% | 0.00% | 0.00% | 07:42 | 06:36 | 06:36 | 08:48 | 08:48 | 08:48 | 02:12 | 01:37 |
 | Medallion of Courage | 3 | 3.90% | 3.7 | 0.00% | -41.89% | 0.00% | 0.00% | 0.00% | 20:38 | 17:56 | 17:56 | 21:22 | 22:37 | 22:37 | 04:41 | 03:28 |
 | Aether Lens | 3 | 3.90% | 1.9 | 0.00% | -41.89% | 0.00% | 0.00% | 0.00% | 47:47 | 42:34 | 42:34 | 45:30 | 55:18 | 55:18 | 12:44 | 09:25 |