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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 | |
 | Swift Blink | 9 | 28.13% | 100.0 | 77.78% | +34.30% | +22.22% | -27.78% | -3.67% | 43:03 | 31:45 | 34:51 | 45:27 | 48:29 | 50:37 | 13:38 | 10:05 |
 | Ring of Protection | 27 | 84.38% | 98.2 | 59.26% | +39.26% | +12.17% | -16.40% | -4.56% | 22:20 | -01:29 | 20:06 | 23:55 | 26:22 | 36:37 | 06:16 | 04:38 |
 | Ring of Basilius | 25 | 78.13% | 96.4 | 60.00% | +31.43% | -10.00% | -10.00% | 0.00% | 03:34 | 00:51 | 01:45 | 02:11 | 05:49 | 08:57 | 04:04 | 03:00 |
 | Quelling Blade | 30 | 93.75% | 94.5 | 56.67% | +56.67% | -6.67% | +0.47% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 |
 | Blink Dagger | 28 | 87.50% | 92.7 | 57.14% | +32.14% | 0.00% | +14.29% | 2.62% | 18:38 | 12:23 | 14:43 | 17:11 | 20:10 | 49:28 | 05:27 | 04:02 |
 | Buckler | 26 | 81.25% | 90.9 | 57.69% | +24.36% | +28.02% | -7.69% | -6.30% | 25:17 | 18:20 | 22:09 | 23:55 | 27:49 | 36:37 | 05:40 | 04:11 |
 | Assault Cuirass | 26 | 81.25% | 89.1 | 57.69% | +24.36% | +13.74% | -7.69% | -3.66% | 26:42 | 20:54 | 23:50 | 26:07 | 29:41 | 37:05 | 05:51 | 04:20 |
 | Magic Wand | 26 | 81.25% | 87.3 | 57.69% | +24.36% | -14.83% | -7.69% | 1.25% | 04:41 | -01:29 | 00:52 | 03:02 | 06:34 | 16:07 | 05:42 | 04:13 |
 | Sange | 8 | 25.00% | 85.5 | 75.00% | +29.17% | +25.00% | +25.00% | 0.00% | 17:23 | 14:02 | 14:15 | 15:52 | 19:00 | 24:15 | 04:45 | 03:31 |
 | Radiance | 31 | 96.88% | 83.6 | 54.84% | +54.84% | +7.66% | -4.84% | -8.62% | 13:10 | 10:08 | 12:09 | 12:58 | 13:36 | 18:19 | 01:27 | 01:04 |
 | Yasha | 10 | 31.25% | 81.8 | 70.00% | +24.55% | -3.33% | -20.00% | -4.51% | 17:40 | 13:15 | 14:17 | 14:46 | 17:59 | 33:07 | 03:42 | 02:44 |
 | Aghanim's Shard | 12 | 37.50% | 80.0 | 66.67% | +21.67% | 0.00% | -33.34% | -2.05% | 36:50 | 27:18 | 29:32 | 33:17 | 45:48 | 50:51 | 16:16 | 12:02 |
 | Magic Stick | 27 | 84.38% | 78.2 | 55.56% | +15.56% | +15.87% | +1.58% | -14.29% | 00:23 | -01:30 | -01:29 | -01:29 | -01:28 | 15:42 | 00:01 | 00:00 |
 | Black King Bar | 27 | 84.38% | 76.4 | 55.56% | +15.56% | +1.58% | -12.70% | -5.39% | 21:11 | 16:15 | 18:10 | 19:30 | 20:49 | 45:45 | 02:39 | 01:57 |
 | Boots of Speed | 32 | 100.00% | 74.5 | 53.13% | +53.13% | -3.13% | -3.13% | 0.00% | 02:44 | 00:15 | 01:42 | 02:40 | 03:21 | 04:42 | 01:39 | 01:13 |
 | Moon Shard | 3 | 9.38% | 72.7 | 100.00% | +51.72% | 0.00% | 0.00% | 0.00% | 53:57 | 46:06 | 46:06 | 52:17 | 1:03:27 | 1:03:27 | 17:21 | 12:51 |
 | Power Treads | 24 | 75.00% | 70.9 | 54.17% | +4.17% | +29.16% | -20.84% | -26.32% | 07:05 | 03:57 | 05:18 | 05:58 | 07:12 | 14:43 | 01:54 | 01:24 |
 | Sange and Yasha | 5 | 15.63% | 69.1 | 80.00% | +31.85% | +20.00% | +20.00% | 0.00% | 17:45 | 15:29 | 15:29 | 16:33 | 16:40 | 23:57 | 01:11 | 00:52 |
 | Overwhelming Blink | 6 | 18.75% | 67.3 | 66.67% | +16.67% | -16.67% | -66.67% | -10.24% | 36:17 | 31:54 | 32:16 | 33:32 | 37:09 | 46:59 | 04:53 | 03:37 |
 | Javelin | 6 | 18.75% | 65.5 | 66.67% | +16.67% | -16.67% | -66.67% | -4.07% | 33:10 | 26:33 | 27:04 | 30:25 | 39:22 | 44:49 | 12:18 | 09:06 |
 | Cornucopia | 4 | 12.50% | 63.6 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 26:36 | 21:59 | 21:59 | 23:17 | 23:18 | 37:49 | 01:19 | 00:58 |
 | Mage Slayer | 4 | 12.50% | 61.8 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 29:29 | 26:40 | 26:40 | 26:44 | 27:21 | 37:09 | 00:41 | 00:30 |
 | Orchid Malevolence | 4 | 12.50% | 60.0 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 27:20 | 23:17 | 23:17 | 23:21 | 24:51 | 37:51 | 01:34 | 01:09 |
 | Bloodthorn | 4 | 12.50% | 58.2 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 30:12 | 27:21 | 27:21 | 27:37 | 27:57 | 37:51 | 00:36 | 00:26 |
 | Heaven's Halberd | 2 | 6.25% | 56.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 20:27 | 15:34 | 15:34 | 25:20 | 25:20 | 25:20 | 09:46 | 07:14 |
 | Mjollnir | 2 | 6.25% | 54.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 30:08 | 29:26 | 29:26 | 30:50 | 30:50 | 30:50 | 01:24 | 01:02 |
 | Phase Boots | 7 | 21.88% | 52.7 | 57.14% | +5.14% | -7.14% | -7.14% | 0.00% | 06:27 | 03:54 | 04:41 | 05:33 | 06:07 | 12:52 | 01:26 | 01:03 |
 | Vanguard | 10 | 31.25% | 50.9 | 50.00% | -4.55% | +16.67% | 0.00% | -5.99% | 36:33 | 26:00 | 32:31 | 33:20 | 35:18 | 57:31 | 02:47 | 02:03 |
 | Skull Basher | 10 | 31.25% | 49.1 | 50.00% | -4.55% | +16.67% | 0.00% | -2.20% | 33:56 | 24:01 | 27:35 | 29:21 | 35:10 | 57:46 | 07:35 | 05:37 |
 | Abyssal Blade | 10 | 31.25% | 47.3 | 50.00% | -4.55% | +16.67% | 0.00% | -4.51% | 36:52 | 26:11 | 32:31 | 33:55 | 36:13 | 57:47 | 03:42 | 02:44 |
 | Ring of Health | 10 | 31.25% | 45.5 | 50.00% | -4.55% | +16.67% | 0.00% | -7.14% | 36:27 | 25:42 | 32:31 | 33:19 | 34:51 | 57:30 | 02:20 | 01:43 |
 | Manta Style | 5 | 15.63% | 43.6 | 60.00% | +8.15% | +40.00% | -60.00% | 0.00% | 21:26 | 15:12 | 15:12 | 18:53 | 19:26 | 36:39 | 04:14 | 03:08 |
 | Chainmail | 9 | 28.13% | 41.8 | 44.44% | -12.08% | +5.56% | -44.44% | -14.78% | 06:54 | 00:17 | 02:51 | 04:15 | 06:14 | 19:29 | 03:23 | 02:30 |
 | Soul Ring | 3 | 9.38% | 40.0 | 66.67% | +14.95% | -66.67% | 0.00% | 0.00% | 05:15 | 03:47 | 03:47 | 05:47 | 06:11 | 06:11 | 02:24 | 01:46 |
 | Monkey King Bar | 3 | 9.38% | 38.2 | 66.67% | +14.95% | +33.33% | 0.00% | 0.00% | 40:14 | 32:33 | 32:33 | 42:57 | 45:13 | 45:13 | 12:40 | 09:22 |
 | Maelstrom | 3 | 9.38% | 36.4 | 66.67% | +14.95% | +33.33% | 0.00% | 0.00% | 28:51 | 26:33 | 26:33 | 29:34 | 30:25 | 30:25 | 03:52 | 02:51 |
 | Heart of Tarrasque | 3 | 9.38% | 34.5 | 66.67% | +14.95% | +33.33% | 0.00% | 0.00% | 23:55 | 20:37 | 20:37 | 22:44 | 28:24 | 28:24 | 07:47 | 05:45 |
 | Aghanim's Scepter | 1 | 3.13% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:38 | 39:38 | 39:38 | 39:38 | 39:38 | 39:38 | 00:00 | 00:00 |
 | Nullifier | 6 | 18.75% | 30.9 | 33.33% | -24.36% | +16.67% | -33.33% | -9.46% | 29:38 | 25:28 | 26:03 | 26:04 | 31:20 | 38:09 | 05:17 | 03:54 |
 | Helm of Iron Will | 6 | 18.75% | 29.1 | 33.33% | -24.36% | +16.67% | -33.33% | -9.52% | 25:58 | 21:02 | 24:04 | 25:10 | 29:19 | 31:02 | 05:15 | 03:53 |
 | Eye of Skadi | 2 | 6.25% | 27.3 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 31:27 | 31:11 | 31:11 | 31:42 | 31:42 | 31:42 | 00:31 | 00:22 |
 | Tranquil Boots | 1 | 3.13% | 25.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:27 | 26:27 | 26:27 | 26:27 | 26:27 | 26:27 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 3.13% | 23.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 00:00 | 00:00 |
 | Solar Crest | 1 | 3.13% | 21.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:33 | 22:33 | 22:33 | 22:33 | 22:33 | 22:33 | 00:00 | 00:00 |
 | Blight Stone | 1 | 3.13% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:08 | 20:08 | 20:08 | 20:08 | 20:08 | 20:08 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 3.13% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:41 | 49:41 | 49:41 | 49:41 | 49:41 | 49:41 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 3.13% | 16.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:53 | 20:53 | 20:53 | 20:53 | 20:53 | 20:53 | 00:00 | 00:00 |
 | Force Staff | 1 | 3.13% | 14.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 00:00 | 00:00 |
 | Crown | 1 | 3.13% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:15 | 22:15 | 22:15 | 22:15 | 22:15 | 22:15 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 3.13% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 3.13% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:14 | 40:14 | 40:14 | 40:14 | 40:14 | 40:14 | 00:00 | 00:00 |
 | Bracer | 2 | 6.25% | 7.3 | 0.00% | -56.67% | 0.00% | 0.00% | 0.00% | 01:42 | 01:36 | 01:36 | 01:47 | 01:47 | 01:47 | 00:11 | 00:08 |
 | Blade Mail | 1 | 3.13% | 5.5 | 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 |
 | Hand of Midas | 1 | 3.13% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:45 | 12:45 | 12:45 | 12:45 | 12:45 | 12:45 | 00:00 | 00:00 |
 | Wind Lace | 1 | 3.13% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:15 | 22:15 | 22:15 | 22:15 | 22:15 | 22:15 | 00:00 | 00:00 |