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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 | |
 | Black King Bar | 22 | 25.00% | 100.0 | 63.64% | +25.76% | +3.03% | +36.36% | 3.40% | 27:22 | 17:00 | 22:23 | 25:53 | 32:11 | 44:47 | 09:48 | 07:15 |
 | Chainmail | 35 | 39.77% | 98.1 | 57.14% | +21.29% | +9.53% | +9.53% | 0.00% | 09:21 | 02:53 | 06:25 | 08:08 | 09:38 | 31:02 | 03:13 | 02:22 |
 | Phase Boots | 32 | 36.36% | 96.2 | 56.25% | +18.75% | +6.25% | +6.25% | 0.00% | 09:57 | 05:46 | 07:29 | 09:04 | 10:17 | 31:02 | 02:48 | 02:04 |
 | Bottle | 14 | 15.91% | 94.3 | 64.29% | +23.75% | -14.29% | +2.38% | 16.67% | 01:22 | 00:25 | 01:19 | 01:31 | 01:35 | 01:56 | 00:16 | 00:11 |
 | Magic Stick | 85 | 96.59% | 92.5 | 44.71% | +11.38% | +2.91% | -11.38% | -3.62% | 03:29 | -01:29 | 01:24 | 02:36 | 05:21 | 15:17 | 03:57 | 02:55 |
 | Boots of Speed | 88 | 100.00% | 90.6 | 44.32% | +44.32% | -12.50% | -3.41% | 2.11% | 03:18 | -01:29 | -01:29 | 03:49 | 05:48 | 10:21 | 07:17 | 05:23 |
 | Ring of Protection | 31 | 35.23% | 88.7 | 51.61% | +11.26% | +10.89% | +23.39% | 1.98% | 07:08 | -01:29 | 03:32 | 05:14 | 09:51 | 25:49 | 06:19 | 04:40 |
 | Blink Dagger | 76 | 86.36% | 86.8 | 43.42% | -6.58% | -6.58% | +19.74% | 4.63% | 21:06 | 12:04 | 17:44 | 20:39 | 23:25 | 41:11 | 05:41 | 04:12 |
 | Magic Wand | 63 | 71.59% | 84.9 | 44.44% | +0.44% | -0.69% | -0.69% | 0.00% | 10:55 | 01:29 | 06:40 | 09:45 | 14:11 | 31:45 | 07:31 | 05:34 |
 | Blight Stone | 13 | 14.77% | 83.0 | 61.54% | +20.21% | +38.46% | +5.13% | -2.48% | 12:02 | 02:38 | 03:50 | 09:05 | 17:18 | 29:13 | 13:28 | 09:58 |
 | Aghanim's Scepter | 20 | 22.73% | 81.1 | 55.00% | +13.82% | +5.00% | -15.00% | -1.52% | 29:53 | 17:31 | 21:50 | 31:02 | 35:01 | 47:44 | 13:11 | 09:45 |
 | Wind Lace | 52 | 59.09% | 79.2 | 44.23% | -0.21% | -13.46% | +25.00% | 5.40% | 10:03 | -01:29 | 05:27 | 08:17 | 12:34 | 27:49 | 07:07 | 05:16 |
 | Solar Crest | 3 | 3.41% | 77.4 | 100.00% | +57.65% | 0.00% | 0.00% | 0.00% | 23:46 | 22:31 | 22:31 | 22:51 | 25:55 | 25:55 | 03:24 | 02:31 |
 | Drum of Endurance | 5 | 5.68% | 75.5 | 80.00% | +37.83% | +20.00% | +20.00% | 0.00% | 21:14 | 14:44 | 14:44 | 22:24 | 24:47 | 25:42 | 10:03 | 07:26 |
 | Urn of Shadows | 5 | 5.68% | 73.6 | 80.00% | +37.83% | +20.00% | +20.00% | 0.00% | 08:14 | 04:11 | 04:11 | 06:41 | 11:50 | 13:12 | 07:39 | 05:40 |
 | Quelling Blade | 25 | 28.41% | 71.7 | 48.00% | +5.14% | +2.00% | -14.67% | 0.00% | 00:24 | -01:29 | -01:29 | -01:29 | -01:29 | 25:45 | 00:00 | 00:00 |
 | Tranquil Boots | 42 | 47.73% | 69.8 | 40.48% | -7.35% | -13.21% | +39.52% | 7.70% | 12:58 | 04:01 | 07:50 | 10:51 | 14:41 | 29:16 | 06:51 | 05:04 |
 | Soul Ring | 24 | 27.27% | 67.9 | 45.83% | +2.08% | +20.84% | +4.17% | -3.39% | 08:01 | 03:56 | 05:18 | 05:55 | 10:13 | 24:58 | 04:55 | 03:38 |
 | Orb of Venom | 20 | 22.73% | 66.0 | 45.00% | +0.88% | -5.00% | +15.00% | 19.35% | 00:55 | -01:29 | -01:29 | -01:29 | 02:31 | 11:21 | 04:00 | 02:57 |
 | Fluffy Hat | 20 | 22.73% | 64.2 | 45.00% | +0.88% | +35.00% | -25.00% | -3.33% | 18:18 | 02:21 | 07:45 | 13:05 | 25:46 | 44:23 | 18:01 | 13:20 |
 | Ghost Scepter | 4 | 4.55% | 62.3 | 75.00% | +32.14% | +25.00% | +25.00% | 0.00% | 30:20 | 26:40 | 26:40 | 30:26 | 30:59 | 33:13 | 04:19 | 03:11 |
 | Medallion of Courage | 4 | 4.55% | 60.4 | 75.00% | +32.14% | +25.00% | -75.00% | 0.00% | 19:40 | 09:29 | 09:29 | 17:18 | 23:46 | 28:05 | 14:17 | 10:34 |
 | Boots of Bearing | 2 | 2.27% | 58.5 | 100.00% | +56.98% | 0.00% | 0.00% | 0.00% | 31:37 | 31:32 | 31:32 | 31:42 | 31:42 | 31:42 | 00:10 | 00:07 |
 | Orb of Corrosion | 5 | 5.68% | 56.6 | 60.00% | +16.63% | -60.00% | -60.00% | 0.00% | 08:39 | 05:48 | 05:48 | 08:34 | 10:05 | 12:03 | 04:17 | 03:10 |
 | Crown | 6 | 6.82% | 54.7 | 50.00% | +6.10% | 0.00% | -50.00% | -6.96% | 22:35 | 12:58 | 18:28 | 21:52 | 25:39 | 32:52 | 07:11 | 05:19 |
 | Void Stone | 10 | 11.36% | 52.8 | 40.00% | -4.87% | +26.67% | -40.00% | -11.49% | 37:17 | 29:46 | 33:44 | 35:32 | 39:32 | 51:01 | 05:48 | 04:17 |
 | Buckler | 3 | 3.41% | 50.9 | 66.67% | +23.14% | +33.33% | 0.00% | 0.00% | 39:12 | 25:49 | 25:49 | 38:47 | 52:59 | 52:59 | 27:10 | 20:07 |
 | Ring of Health | 3 | 3.41% | 49.1 | 66.67% | +23.14% | +33.33% | 0.00% | 0.00% | 42:48 | 29:46 | 29:46 | 41:43 | 56:56 | 56:56 | 27:10 | 20:07 |
 | Force Staff | 7 | 7.95% | 47.2 | 42.86% | -1.58% | +57.14% | +7.14% | -4.38% | 29:18 | 20:06 | 20:36 | 28:05 | 32:01 | 44:23 | 11:25 | 08:27 |
 | Aether Lens | 8 | 9.09% | 45.3 | 37.50% | -7.50% | +12.50% | -37.50% | -8.98% | 38:42 | 33:44 | 33:58 | 36:41 | 39:32 | 51:17 | 05:34 | 04:07 |
 | Lotus Orb | 1 | 1.14% | 43.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:15 | 33:15 | 33:15 | 33:15 | 33:15 | 33:15 | 00:00 | 00:00 |
 | Swift Blink | 1 | 1.14% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:44 | 1:04:44 | 1:04:44 | 1:04:44 | 1:04:44 | 1:04:44 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 1.14% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:21 | 13:21 | 13:21 | 13:21 | 13:21 | 13:21 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.14% | 37.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:44 | 54:44 | 54:44 | 54:44 | 54:44 | 54:44 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.14% | 35.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:53 | 46:53 | 46:53 | 46:53 | 46:53 | 46:53 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.14% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:37 | 53:37 | 53:37 | 53:37 | 53:37 | 53:37 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.14% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:42 | 36:42 | 36:42 | 36:42 | 36:42 | 36:42 | 00:00 | 00:00 |
 | Bracer | 17 | 19.32% | 30.2 | 23.53% | -25.77% | +1.47% | +1.47% | 0.00% | 05:15 | -01:29 | 01:47 | 02:41 | 07:49 | 25:32 | 06:02 | 04:28 |
 | Aghanim's Shard | 8 | 9.09% | 28.3 | 25.00% | -21.25% | +25.00% | +25.00% | 0.00% | 41:15 | 27:55 | 29:02 | 29:22 | 37:26 | 1:11:54 | 08:24 | 06:13 |
 | Desolator | 2 | 2.27% | 26.4 | 50.00% | +5.81% | -50.00% | 0.00% | 0.00% | 30:19 | 22:30 | 22:30 | 38:07 | 38:07 | 38:07 | 15:37 | 11:34 |
 | Overwhelming Blink | 2 | 2.27% | 24.5 | 50.00% | +5.81% | +50.00% | 0.00% | 0.00% | 55:13 | 44:49 | 44:49 | 1:05:36 | 1:05:36 | 1:05:36 | 20:47 | 15:23 |
 | Spirit Vessel | 2 | 2.27% | 22.6 | 50.00% | +5.81% | -50.00% | 0.00% | 0.00% | 22:04 | 22:01 | 22:01 | 22:06 | 22:06 | 22:06 | 00:05 | 00:03 |
 | Morbid Mask | 2 | 2.27% | 20.8 | 50.00% | +5.81% | +50.00% | 0.00% | 0.00% | 33:24 | 25:50 | 25:50 | 40:57 | 40:57 | 40:57 | 15:07 | 11:11 |
 | Vladmir's Offering | 2 | 2.27% | 18.9 | 50.00% | +5.81% | +50.00% | 0.00% | 0.00% | 33:53 | 26:25 | 26:25 | 41:21 | 41:21 | 41:21 | 14:56 | 11:03 |
 | Ring of Basilius | 3 | 3.41% | 17.0 | 33.33% | -11.38% | -33.33% | 0.00% | 0.00% | 24:33 | 06:53 | 06:53 | 25:50 | 40:57 | 40:57 | 34:04 | 25:14 |
 | Octarine Core | 3 | 3.41% | 15.1 | 33.33% | -11.38% | -33.33% | 0.00% | 0.00% | 45:18 | 41:56 | 41:56 | 45:16 | 48:41 | 48:41 | 06:45 | 05:00 |
 | Arcane Boots | 1 | 1.14% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 1.14% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:25 | 13:25 | 13:25 | 13:25 | 13:25 | 13:25 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.14% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:06 | 37:06 | 37:06 | 37:06 | 37:06 | 37:06 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 2.27% | 7.5 | 0.00% | -45.35% | 0.00% | 0.00% | 0.00% | 25:49 | 16:24 | 16:24 | 35:14 | 35:14 | 35:14 | 18:50 | 13:57 |
 | Helm of the Dominator | 2 | 2.27% | 5.7 | 0.00% | -45.35% | 0.00% | 0.00% | 0.00% | 30:39 | 23:58 | 23:58 | 37:20 | 37:20 | 37:20 | 13:22 | 09:54 |
 | Linken's Sphere | 1 | 1.14% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:00 | 57:00 | 57:00 | 57:00 | 57:00 | 57:00 | 00:00 | 00:00 |
 | Sange | 1 | 1.14% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:48 | 24:48 | 24:48 | 24:48 | 24:48 | 24:48 | 00:00 | 00:00 |