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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 | |
 | Headdress | 13 | 13.00% | 100.0 | 84.62% | +37.49% | +15.38% | +15.38% | 0.00% | 17:17 | -01:29 | 09:14 | 21:01 | 24:34 | 31:18 | 15:20 | 11:21 |
 | Ring of Basilius | 12 | 12.00% | 98.2 | 83.33% | +35.60% | -16.66% | +16.67% | 1.35% | 22:51 | 06:39 | 07:41 | 12:30 | 32:19 | 1:12:49 | 24:38 | 18:14 |
 | Buckler | 9 | 9.00% | 96.4 | 88.89% | +40.54% | -38.89% | +11.11% | 0.00% | 34:37 | 19:13 | 25:04 | 32:19 | 35:05 | 1:12:49 | 10:01 | 07:25 |
 | Boots of Bearing | 17 | 17.00% | 94.5 | 76.47% | +29.48% | +23.53% | -1.47% | -1.90% | 33:26 | 21:43 | 25:43 | 32:34 | 38:54 | 47:30 | 13:11 | 09:45 |
 | Drum of Endurance | 29 | 29.00% | 92.7 | 68.97% | +23.90% | +2.46% | -11.83% | -1.45% | 23:28 | 12:45 | 17:34 | 22:06 | 27:25 | 41:11 | 09:51 | 07:17 |
 | Vladmir's Offering | 5 | 5.00% | 90.9 | 100.00% | +50.53% | 0.00% | 0.00% | 0.00% | 41:23 | 30:23 | 30:23 | 35:41 | 35:43 | 1:12:49 | 05:20 | 03:57 |
 | Morbid Mask | 5 | 5.00% | 89.1 | 100.00% | +50.53% | 0.00% | 0.00% | 0.00% | 41:16 | 30:23 | 30:23 | 35:06 | 35:41 | 1:12:49 | 05:18 | 03:55 |
 | Ring of Protection | 10 | 10.00% | 87.3 | 80.00% | +31.11% | -46.67% | +20.00% | 6.66% | 32:29 | 13:21 | 25:04 | 30:23 | 35:05 | 1:12:49 | 10:01 | 07:25 |
 | Magic Wand | 90 | 90.00% | 85.5 | 54.44% | +24.44% | +10.78% | +9.20% | -0.28% | 08:55 | 01:01 | 05:46 | 08:13 | 11:21 | 29:54 | 05:35 | 04:08 |
 | Fluffy Hat | 36 | 36.00% | 83.6 | 61.11% | +14.23% | -5.55% | +5.56% | 0.90% | 24:05 | 07:02 | 17:27 | 23:20 | 29:48 | 53:12 | 12:21 | 09:08 |
 | Magic Stick | 96 | 96.00% | 81.8 | 53.13% | +28.13% | +13.54% | -11.46% | -4.55% | 03:48 | -01:30 | -01:29 | 02:29 | 06:59 | 21:18 | 08:28 | 06:16 |
 | Tranquil Boots | 23 | 23.00% | 80.0 | 65.22% | +17.17% | +1.45% | -31.89% | -3.85% | 26:45 | 15:56 | 21:39 | 24:59 | 30:18 | 45:48 | 08:39 | 06:24 |
 | Wind Lace | 76 | 76.00% | 78.2 | 53.95% | +8.12% | +9.21% | -6.58% | -1.96% | 14:39 | -01:28 | 10:28 | 14:33 | 18:31 | 32:47 | 08:03 | 05:57 |
 | Force Staff | 31 | 31.00% | 76.4 | 61.29% | +13.46% | +1.21% | +1.21% | 0.00% | 27:46 | 18:39 | 21:51 | 26:00 | 32:45 | 53:12 | 10:54 | 08:04 |
 | Arcane Boots | 33 | 33.00% | 74.5 | 60.61% | +12.85% | -10.61% | +14.39% | 5.26% | 14:32 | 08:24 | 10:55 | 12:46 | 15:40 | 31:17 | 04:45 | 03:31 |
 | Boots of Speed | 100 | 100.00% | 72.7 | 52.00% | +52.00% | -12.00% | -4.00% | 2.74% | 06:38 | -00:22 | 05:06 | 06:30 | 08:01 | 12:22 | 02:55 | 02:09 |
 | Aeon Disk | 4 | 4.00% | 70.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 53:32 | 40:17 | 40:17 | 48:32 | 50:37 | 1:14:42 | 10:20 | 07:39 |
 | Crown | 60 | 60.00% | 69.1 | 51.67% | -0.83% | +15.00% | -11.67% | -5.16% | 18:03 | 09:07 | 14:20 | 16:49 | 19:30 | 33:07 | 05:10 | 03:49 |
 | Glimmer Cape | 38 | 38.00% | 67.3 | 55.26% | +5.26% | +4.74% | +11.41% | 0.68% | 24:52 | 14:56 | 18:51 | 24:10 | 28:36 | 47:03 | 09:45 | 07:13 |
 | Aghanim's Scepter | 18 | 18.00% | 65.5 | 61.11% | +11.11% | +18.89% | -11.11% | -2.42% | 41:24 | 29:57 | 34:55 | 37:30 | 47:18 | 60:56 | 12:23 | 09:10 |
 | Chainmail | 62 | 62.00% | 63.6 | 48.39% | -9.50% | +7.86% | -1.72% | -1.39% | 15:40 | 07:49 | 11:19 | 13:09 | 18:12 | 32:42 | 06:53 | 05:05 |
 | Veil of Discord | 6 | 6.00% | 61.8 | 83.33% | +33.33% | +16.67% | -83.33% | 0.00% | 15:31 | 11:42 | 14:27 | 15:34 | 16:48 | 18:38 | 02:21 | 01:44 |
 | Solar Crest | 54 | 54.00% | 60.0 | 48.15% | -8.37% | -5.29% | -2.00% | 0.59% | 20:29 | 12:06 | 16:46 | 19:10 | 22:23 | 33:36 | 05:37 | 04:09 |
 | Blight Stone | 56 | 56.00% | 58.2 | 46.43% | -12.66% | -3.57% | -3.57% | 0.00% | 15:05 | 02:01 | 10:38 | 13:15 | 17:59 | 32:42 | 07:21 | 05:26 |
 | Medallion of Courage | 56 | 56.00% | 56.4 | 46.43% | -12.66% | +3.57% | -3.57% | -1.16% | 15:53 | 08:29 | 12:02 | 14:13 | 18:12 | 32:42 | 06:10 | 04:34 |
 | Ring of Health | 11 | 11.00% | 54.5 | 63.64% | +13.08% | +36.36% | +3.03% | -3.75% | 28:07 | 08:44 | 23:19 | 30:09 | 32:12 | 40:02 | 08:53 | 06:34 |
 | Aghanim's Shard | 23 | 23.00% | 52.7 | 52.17% | +0.22% | +14.50% | -52.17% | -8.66% | 20:49 | 15:10 | 16:40 | 18:49 | 24:22 | 31:03 | 07:42 | 05:42 |
 | Pipe of Insight | 3 | 3.00% | 50.9 | 100.00% | +49.48% | 0.00% | 0.00% | 0.00% | 22:30 | 14:48 | 14:48 | 25:22 | 27:20 | 27:20 | 12:32 | 09:17 |
 | Mekansm | 7 | 7.00% | 49.1 | 71.43% | +20.89% | +28.57% | +28.57% | 0.00% | 21:25 | 12:50 | 18:13 | 21:02 | 21:25 | 31:19 | 03:12 | 02:22 |
 | Wraith Band | 20 | 20.00% | 47.3 | 50.00% | -2.50% | -10.00% | -10.00% | 0.00% | 22:25 | 10:29 | 19:55 | 21:49 | 24:40 | 34:20 | 04:45 | 03:31 |
 | Void Stone | 20 | 20.00% | 45.5 | 50.00% | -2.50% | +30.00% | -10.00% | -2.71% | 30:03 | 15:37 | 20:42 | 30:09 | 35:29 | 52:18 | 14:47 | 10:57 |
 | Quelling Blade | 16 | 16.00% | 43.6 | 50.00% | -2.38% | +25.00% | 0.00% | -8.29% | 06:54 | -01:29 | -01:22 | 02:46 | 04:23 | 56:15 | 05:45 | 04:15 |
 | Refresher Orb | 6 | 6.00% | 41.8 | 66.67% | +15.61% | -16.67% | -66.67% | 0.00% | 47:33 | 37:57 | 40:21 | 46:44 | 53:57 | 59:03 | 13:36 | 10:04 |
 | Aether Lens | 9 | 9.00% | 40.0 | 55.56% | +3.91% | +44.44% | -55.56% | 0.00% | 26:43 | 16:01 | 18:35 | 23:10 | 34:57 | 41:15 | 16:22 | 12:07 |
 | Guardian Greaves | 4 | 4.00% | 38.2 | 75.00% | +23.96% | +25.00% | +25.00% | 0.00% | 33:36 | 26:31 | 26:31 | 34:35 | 35:27 | 37:50 | 08:56 | 06:37 |
 | Aghanim's Blessing | 2 | 2.00% | 36.4 | 100.00% | +48.98% | 0.00% | 0.00% | 0.00% | 58:10 | 46:40 | 46:40 | 1:09:39 | 1:09:39 | 1:09:39 | 22:59 | 17:01 |
 | Hurricane Pike | 2 | 2.00% | 34.5 | 100.00% | +48.98% | 0.00% | 0.00% | 0.00% | 56:27 | 47:30 | 47:30 | 1:05:23 | 1:05:23 | 1:05:23 | 17:53 | 13:14 |
 | Boots of Travel | 2 | 2.00% | 32.7 | 100.00% | +48.98% | 0.00% | 0.00% | 0.00% | 50:09 | 47:36 | 47:36 | 52:42 | 52:42 | 52:42 | 05:06 | 03:46 |
 | Cornucopia | 7 | 7.00% | 30.9 | 57.14% | +5.53% | -7.14% | -7.14% | 0.00% | 46:54 | 39:54 | 40:25 | 46:31 | 48:50 | 58:20 | 08:25 | 06:14 |
 | Lotus Orb | 6 | 6.00% | 29.1 | 50.00% | -2.13% | 0.00% | -50.00% | 0.00% | 33:28 | 25:50 | 30:17 | 31:00 | 39:22 | 40:03 | 09:05 | 06:43 |
 | Blink Dagger | 1 | 1.00% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:43 | 59:43 | 59:43 | 59:43 | 59:43 | 59:43 | 00:00 | 00:00 |
 | Holy Locket | 1 | 1.00% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:59 | 25:59 | 25:59 | 25:59 | 25:59 | 25:59 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 1.00% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:00 | 1:09:00 | 1:09:00 | 1:09:00 | 1:09:00 | 1:09:00 | 00:00 | 00:00 |
 | Sange | 1 | 1.00% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 1.00% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:09 | 1:05:09 | 1:05:09 | 1:05:09 | 1:05:09 | 1:05:09 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.00% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:20 | 30:20 | 30:20 | 30:20 | 30:20 | 30:20 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.00% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:46 | 38:46 | 38:46 | 38:46 | 38:46 | 38:46 | 00:00 | 00:00 |
 | Ghost Scepter | 11 | 11.00% | 14.5 | 27.27% | -27.79% | +39.40% | -27.27% | -12.20% | 33:02 | 20:48 | 28:25 | 33:05 | 33:53 | 43:17 | 05:28 | 04:02 |
 | Scythe of Vyse | 2 | 2.00% | 12.7 | 50.00% | -2.04% | -50.00% | 0.00% | 0.00% | 47:29 | 42:39 | 42:39 | 52:18 | 52:18 | 52:18 | 09:39 | 07:08 |
 | Hand of Midas | 10 | 10.00% | 10.9 | 10.00% | -46.67% | +23.33% | -10.00% | -3.09% | 24:24 | 13:10 | 18:24 | 20:34 | 29:11 | 41:38 | 10:47 | 07:59 |
 | Linken's Sphere | 2 | 2.00% | 9.1 | 0.00% | -53.06% | 0.00% | 0.00% | 0.00% | 48:44 | 48:37 | 48:37 | 48:50 | 48:50 | 48:50 | 00:13 | 00:09 |
 | Dagon | 1 | 1.00% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:05 | 35:05 | 35:05 | 35:05 | 35:05 | 35:05 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.00% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:18 | 03:18 | 03:18 | 03:18 | 03:18 | 03:18 | 00:00 | 00:00 |
 | Diadem | 1 | 1.00% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:05 | 35:05 | 35:05 | 35:05 | 35:05 | 35:05 | 00:00 | 00:00 |
 | Pavise | 1 | 1.00% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:55 | 16:55 | 16:55 | 16:55 | 16:55 | 16:55 | 00:00 | 00:00 |