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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 | |
 | Abyssal Blade | 14 | 26.42% | 100.0 | 92.86% | +41.58% | +7.14% | +7.14% | 0.00% | 35:09 | 28:23 | 31:52 | 33:45 | 37:11 | 45:19 | 05:19 | 03:56 |
 | Vanguard | 16 | 30.19% | 98.2 | 87.50% | +36.15% | -12.50% | +12.50% | 2.68% | 31:09 | 06:57 | 26:24 | 32:17 | 35:44 | 43:38 | 09:20 | 06:54 |
 | Ring of Health | 26 | 49.06% | 96.5 | 80.77% | +36.33% | -9.34% | +2.56% | 0.89% | 28:04 | 02:10 | 21:56 | 29:56 | 35:18 | 49:05 | 13:22 | 09:54 |
 | Blink Dagger | 18 | 33.96% | 94.7 | 83.33% | +31.90% | -3.33% | -8.33% | -0.84% | 33:31 | 21:12 | 30:46 | 32:58 | 36:43 | 51:29 | 05:57 | 04:24 |
 | Skull Basher | 28 | 52.83% | 93.0 | 75.00% | +27.00% | +10.71% | -3.57% | -2.92% | 30:25 | 17:41 | 26:41 | 29:34 | 31:34 | 47:07 | 04:53 | 03:37 |
 | Mjollnir | 29 | 54.72% | 91.2 | 72.41% | +22.41% | -29.55% | +13.30% | 6.12% | 26:06 | 17:16 | 21:14 | 25:14 | 28:14 | 50:20 | 07:00 | 05:11 |
 | Void Stone | 11 | 20.75% | 89.5 | 81.82% | +24.68% | +18.18% | -15.15% | -2.20% | 30:47 | 19:22 | 20:59 | 30:18 | 36:06 | 49:05 | 15:07 | 11:11 |
 | Magic Wand | 38 | 71.70% | 87.7 | 65.79% | +12.46% | -5.79% | +0.88% | 0.92% | 07:37 | -01:29 | 04:01 | 05:56 | 11:14 | 23:57 | 07:13 | 05:20 |
 | Boots of Speed | 53 | 100.00% | 86.0 | 62.26% | +62.26% | -0.72% | +6.97% | 4.76% | 02:55 | -01:29 | 01:53 | 02:52 | 03:30 | 06:16 | 01:37 | 01:11 |
 | Linken's Sphere | 13 | 24.53% | 84.2 | 76.92% | +19.42% | +23.08% | +23.08% | 0.00% | 31:32 | 23:10 | 25:20 | 30:00 | 36:42 | 46:37 | 11:22 | 08:25 |
 | Quelling Blade | 49 | 92.45% | 82.5 | 61.22% | -13.78% | -19.55% | +13.78% | 0.00% | -01:15 | -01:30 | -01:29 | -01:29 | -01:29 | 03:23 | 00:00 | 00:00 |
 | Chainmail | 51 | 96.23% | 80.7 | 60.78% | -39.22% | +16.14% | +0.76% | -11.68% | 05:06 | 02:00 | 04:13 | 04:59 | 05:32 | 13:15 | 01:19 | 00:58 |
 | Phase Boots | 51 | 96.23% | 78.9 | 60.78% | -39.22% | +0.76% | -6.93% | -6.24% | 06:00 | 04:04 | 05:12 | 05:45 | 06:26 | 13:37 | 01:14 | 00:54 |
 | Magic Stick | 44 | 83.02% | 77.2 | 61.36% | -5.31% | +11.37% | -6.81% | -18.18% | 00:24 | -01:30 | -01:29 | -01:29 | 01:24 | 15:08 | 02:53 | 02:08 |
 | Maelstrom | 46 | 86.79% | 75.4 | 60.87% | -10.56% | -2.54% | -6.32% | -2.12% | 11:51 | 08:32 | 10:53 | 11:40 | 12:40 | 15:41 | 01:47 | 01:19 |
 | Black King Bar | 46 | 86.79% | 73.7 | 60.87% | -10.56% | -2.54% | -24.51% | -6.43% | 19:24 | 15:20 | 17:18 | 18:43 | 20:43 | 28:05 | 03:25 | 02:31 |
 | Javelin | 46 | 86.79% | 71.9 | 60.87% | -10.56% | +5.80% | +2.77% | -1.43% | 08:03 | 05:27 | 06:50 | 07:46 | 08:57 | 12:20 | 02:07 | 01:34 |
 | Ring of Basilius | 4 | 7.55% | 70.2 | 100.00% | +40.82% | 0.00% | 0.00% | 0.00% | 16:19 | 05:10 | 05:10 | 05:23 | 23:57 | 30:46 | 18:47 | 13:54 |
 | Rod of Atos | 6 | 11.32% | 68.4 | 83.33% | +23.76% | +16.67% | -83.33% | 0.00% | 23:19 | 15:11 | 19:58 | 23:50 | 26:26 | 29:29 | 06:28 | 04:47 |
 | Refresher Orb | 8 | 15.09% | 66.7 | 75.00% | +15.00% | +25.00% | -25.00% | -3.98% | 44:53 | 36:39 | 36:45 | 42:04 | 49:19 | 57:30 | 12:34 | 09:18 |
 | Wind Lace | 8 | 15.09% | 64.9 | 75.00% | +15.00% | +25.00% | -25.00% | -3.87% | 14:11 | -01:23 | 04:20 | 12:10 | 17:15 | 36:46 | 12:55 | 09:34 |
 | Yasha | 16 | 30.19% | 63.2 | 62.50% | +0.34% | +37.50% | +12.50% | -4.08% | 18:32 | 12:00 | 14:55 | 17:56 | 21:03 | 29:31 | 06:08 | 04:32 |
 | Aghanim's Shard | 27 | 50.94% | 61.4 | 55.56% | -13.67% | -26.99% | +1.58% | 3.73% | 27:32 | 19:39 | 23:26 | 26:44 | 31:06 | 43:05 | 07:40 | 05:40 |
 | Buckler | 3 | 5.66% | 59.6 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 27:48 | 23:57 | 23:57 | 28:42 | 30:46 | 30:46 | 06:49 | 05:02 |
 | Manta Style | 11 | 20.75% | 57.9 | 63.64% | +1.74% | -30.31% | +3.03% | 6.85% | 24:14 | 16:51 | 19:22 | 23:41 | 24:14 | 39:15 | 04:52 | 03:36 |
 | Crown | 7 | 13.21% | 56.1 | 71.43% | +10.56% | +28.57% | -21.43% | -9.65% | 21:20 | 09:17 | 19:19 | 20:36 | 24:30 | 29:14 | 05:11 | 03:50 |
 | Gleipnir | 5 | 9.43% | 54.4 | 80.00% | +19.58% | +20.00% | -80.00% | 0.00% | 25:34 | 20:33 | 20:33 | 26:08 | 26:40 | 30:38 | 06:07 | 04:31 |
 | Ring of Protection | 5 | 9.43% | 52.6 | 80.00% | +19.58% | +20.00% | +20.00% | 0.00% | 12:27 | 06:31 | 06:31 | 08:18 | 10:29 | 28:41 | 03:58 | 02:56 |
 | Cornucopia | 8 | 15.09% | 50.9 | 62.50% | +0.28% | -12.50% | -12.50% | 0.00% | 39:39 | 27:00 | 29:30 | 36:35 | 42:36 | 57:30 | 13:06 | 09:42 |
 | Wraith Band | 15 | 28.30% | 49.1 | 46.67% | -21.75% | +3.33% | -21.67% | -25.00% | 03:48 | 01:19 | 01:47 | 02:22 | 02:34 | 21:35 | 00:47 | 00:34 |
 | Pipe of Insight | 4 | 7.55% | 47.4 | 75.00% | +13.78% | +25.00% | -75.00% | 0.00% | 21:11 | 18:46 | 18:46 | 18:50 | 19:15 | 27:53 | 00:29 | 00:21 |
 | Spirit Vessel | 4 | 7.55% | 45.6 | 75.00% | +13.78% | +25.00% | -75.00% | 0.00% | 13:24 | 11:14 | 11:14 | 13:00 | 13:46 | 15:34 | 02:32 | 01:52 |
 | Headdress | 4 | 7.55% | 43.9 | 75.00% | +13.78% | +25.00% | -75.00% | 0.00% | 17:00 | 15:53 | 15:53 | 16:41 | 17:35 | 17:52 | 01:42 | 01:15 |
 | Sange and Yasha | 4 | 7.55% | 42.1 | 75.00% | +13.78% | +25.00% | -75.00% | 0.00% | 17:41 | 14:41 | 14:41 | 14:55 | 17:26 | 23:42 | 02:45 | 02:02 |
 | Urn of Shadows | 4 | 7.55% | 40.4 | 75.00% | +13.78% | +25.00% | +25.00% | 0.00% | 09:04 | 06:58 | 06:58 | 08:49 | 09:03 | 11:27 | 02:05 | 01:32 |
 | Morbid Mask | 2 | 3.77% | 38.6 | 100.00% | +39.22% | 0.00% | 0.00% | 0.00% | 27:22 | 23:57 | 23:57 | 30:46 | 30:46 | 30:46 | 06:49 | 05:02 |
 | Vladmir's Offering | 2 | 3.77% | 36.8 | 100.00% | +39.22% | 0.00% | 0.00% | 0.00% | 27:27 | 24:07 | 24:07 | 30:47 | 30:47 | 30:47 | 06:40 | 04:56 |
 | Sange | 13 | 24.53% | 35.1 | 46.15% | -21.35% | +53.85% | -46.15% | -7.94% | 24:32 | 14:17 | 17:09 | 23:14 | 29:45 | 35:05 | 12:36 | 09:20 |
 | Aghanim's Scepter | 5 | 9.43% | 33.3 | 60.00% | -2.50% | +40.00% | +40.00% | 0.00% | 27:28 | 19:07 | 19:07 | 28:53 | 30:18 | 32:29 | 11:11 | 08:17 |
 | Swift Blink | 5 | 9.43% | 31.6 | 60.00% | -2.50% | +40.00% | -60.00% | 0.00% | 51:37 | 34:39 | 34:39 | 51:41 | 1:01:20 | 1:06:33 | 26:41 | 19:45 |
 | Eye of Skadi | 6 | 11.32% | 29.8 | 50.00% | -13.83% | +50.00% | -50.00% | 0.00% | 36:34 | 22:06 | 29:29 | 36:33 | 44:13 | 50:05 | 14:44 | 10:54 |
 | Heaven's Halberd | 8 | 15.09% | 28.1 | 37.50% | -29.17% | +12.50% | -37.50% | -5.24% | 29:13 | 22:41 | 24:05 | 26:43 | 33:38 | 36:03 | 09:33 | 07:04 |
 | Aghanim's Blessing | 1 | 1.89% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:43 | 49:43 | 49:43 | 49:43 | 49:43 | 49:43 | 00:00 | 00:00 |
 | Kaya | 1 | 1.89% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:02 | 28:02 | 28:02 | 28:02 | 28:02 | 28:02 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.89% | 22.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:22 | 1:02:22 | 1:02:22 | 1:02:22 | 1:02:22 | 1:02:22 | 00:00 | 00:00 |
 | Bloodstone | 1 | 1.89% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:28 | 24:28 | 24:28 | 24:28 | 24:28 | 24:28 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.89% | 19.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 00:00 | 00:00 |
 | Power Treads | 1 | 1.89% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:16 | 08:16 | 08:16 | 08:16 | 08:16 | 08:16 | 00:00 | 00:00 |
 | Butterfly | 1 | 1.89% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:49 | 38:49 | 38:49 | 38:49 | 38:49 | 38:49 | 00:00 | 00:00 |
 | Radiance | 1 | 1.89% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:52 | 14:52 | 14:52 | 14:52 | 14:52 | 14:52 | 00:00 | 00:00 |
 | Blight Stone | 2 | 3.77% | 12.3 | 50.00% | -12.75% | -50.00% | 0.00% | 0.00% | 28:14 | 19:41 | 19:41 | 36:46 | 36:46 | 36:46 | 17:05 | 12:39 |
 | Solar Crest | 2 | 3.77% | 10.5 | 50.00% | -12.75% | -50.00% | 0.00% | 0.00% | 29:37 | 22:27 | 22:27 | 36:47 | 36:47 | 36:47 | 14:20 | 10:37 |
 | Medallion of Courage | 2 | 3.77% | 8.8 | 50.00% | -12.75% | -50.00% | 0.00% | 0.00% | 28:23 | 19:59 | 19:59 | 36:46 | 36:46 | 36:46 | 16:47 | 12:25 |
 | Nullifier | 3 | 5.66% | 7.0 | 33.33% | -30.67% | -33.33% | 0.00% | 0.00% | 33:17 | 30:20 | 30:20 | 32:34 | 36:58 | 36:58 | 06:38 | 04:54 |
 | Helm of Iron Will | 5 | 9.43% | 5.3 | 20.00% | -46.67% | -20.00% | -20.00% | 0.00% | 28:59 | 11:05 | 11:05 | 32:28 | 34:25 | 36:51 | 23:20 | 17:17 |
 | Crimson Guard | 1 | 1.89% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:04 | 17:04 | 17:04 | 17:04 | 17:04 | 17:04 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 1.89% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:49 | 22:49 | 22:49 | 22:49 | 22:49 | 22:49 | 00:00 | 00:00 |