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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 | 28 | 66.67% | 100.0 | 64.29% | +28.58% | +35.71% | -7.15% | -8.57% | 25:39 | 19:09 | 22:47 | 25:37 | 27:47 | 33:14 | 05:00 | 03:42 |
 | Aghanim's Scepter | 4 | 9.52% | 97.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 38:30 | 28:07 | 28:07 | 33:38 | 41:16 | 50:57 | 13:09 | 09:44 |
 | Yasha | 4 | 9.52% | 95.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 21:45 | 16:39 | 16:39 | 17:15 | 20:42 | 32:22 | 04:03 | 03:00 |
 | Manta Style | 4 | 9.52% | 92.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 25:16 | 19:19 | 19:19 | 20:38 | 26:32 | 34:33 | 07:13 | 05:20 |
 | Blade Mail | 39 | 92.86% | 90.0 | 58.97% | +58.97% | +11.03% | -18.97% | -7.20% | 16:01 | 08:46 | 13:39 | 15:34 | 17:49 | 30:39 | 04:10 | 03:05 |
 | Chainmail | 40 | 95.24% | 87.5 | 57.50% | +57.50% | +22.50% | -27.50% | -12.82% | 13:01 | 06:17 | 10:39 | 12:29 | 14:33 | 29:58 | 03:54 | 02:53 |
 | Blink Dagger | 41 | 97.62% | 85.0 | 56.10% | +56.10% | +23.90% | +3.90% | -9.16% | 11:44 | 08:34 | 10:13 | 11:14 | 12:24 | 24:14 | 02:11 | 01:37 |
 | Ring of Health | 42 | 100.00% | 82.5 | 54.76% | +54.76% | +17.97% | -4.76% | -22.73% | 02:48 | 00:27 | 02:18 | 02:49 | 03:09 | 05:45 | 00:51 | 00:37 |
 | Vanguard | 42 | 100.00% | 80.0 | 54.76% | +54.76% | +8.88% | -14.76% | -19.17% | 05:52 | 03:33 | 05:02 | 05:44 | 06:16 | 09:34 | 01:14 | 00:54 |
 | Boots of Speed | 42 | 100.00% | 77.5 | 54.76% | +54.76% | +8.88% | -24.76% | -24.03% | 06:53 | 02:55 | 06:05 | 06:36 | 07:29 | 14:44 | 01:24 | 01:02 |
 | Magic Wand | 30 | 71.43% | 75.0 | 56.67% | +6.67% | +18.33% | +14.76% | -0.29% | 08:33 | -01:29 | -01:29 | 10:39 | 13:50 | 19:09 | 15:19 | 11:20 |
 | Boots of Travel | 12 | 28.57% | 72.5 | 66.67% | +16.67% | +33.33% | -33.34% | -5.81% | 34:54 | 18:46 | 30:12 | 34:30 | 41:41 | 45:25 | 11:29 | 08:30 |
 | Magic Stick | 27 | 64.29% | 70.0 | 55.56% | +2.23% | -12.70% | +15.87% | 2.80% | 06:08 | -01:29 | -01:29 | 06:48 | 11:42 | 18:42 | 13:11 | 09:45 |
 | Overwhelming Blink | 3 | 7.14% | 67.5 | 100.00% | +48.72% | 0.00% | 0.00% | 0.00% | 40:43 | 39:03 | 39:03 | 39:14 | 43:53 | 43:53 | 04:50 | 03:34 |
 | Cornucopia | 3 | 7.14% | 65.0 | 100.00% | +48.72% | 0.00% | 0.00% | 0.00% | 39:05 | 36:38 | 36:38 | 37:31 | 43:06 | 43:06 | 06:28 | 04:47 |
 | Quelling Blade | 32 | 76.19% | 62.5 | 50.00% | -20.00% | -37.50% | +25.00% | 0.00% | -01:24 | -01:29 | -01:29 | -01:29 | -01:29 | 00:57 | 00:00 | 00:00 |
 | Octarine Core | 11 | 26.19% | 60.0 | 63.64% | +12.03% | -30.31% | -30.31% | 0.00% | 31:09 | 18:15 | 27:32 | 32:20 | 32:59 | 43:33 | 05:27 | 04:02 |
 | Crimson Guard | 5 | 11.90% | 57.5 | 80.00% | +28.65% | -80.00% | +20.00% | 10.73% | 25:27 | 19:12 | 19:12 | 24:33 | 28:31 | 34:37 | 09:19 | 06:54 |
 | Void Stone | 14 | 33.33% | 55.0 | 57.14% | +3.57% | -7.14% | -57.14% | -9.52% | 31:51 | 17:20 | 28:09 | 31:51 | 33:24 | 48:53 | 05:15 | 03:53 |
 | Phase Boots | 10 | 23.81% | 52.5 | 60.00% | +6.87% | +6.67% | -10.00% | -3.53% | 13:22 | 08:19 | 10:39 | 14:15 | 15:22 | 18:39 | 04:43 | 03:29 |
 | Aghanim's Shard | 13 | 30.95% | 50.0 | 53.85% | -1.32% | +46.15% | -20.52% | -8.20% | 29:10 | 20:34 | 24:55 | 28:09 | 33:03 | 43:15 | 08:08 | 06:01 |
 | Ring of Protection | 16 | 38.10% | 47.5 | 50.00% | -7.69% | -25.00% | 0.00% | 0.00% | -00:18 | -01:29 | -01:29 | -01:29 | -01:29 | 15:52 | 00:00 | 00:00 |
 | Helm of Iron Will | 6 | 14.29% | 45.0 | 66.67% | +13.89% | -16.67% | +33.33% | 4.12% | 25:48 | 18:06 | 19:55 | 22:23 | 32:04 | 34:30 | 12:09 | 09:00 |
 | Shadow Blade | 4 | 9.52% | 42.5 | 75.00% | +22.37% | +25.00% | +25.00% | 0.00% | 39:10 | 37:14 | 37:14 | 37:25 | 40:21 | 41:39 | 03:07 | 02:18 |
 | Wind Lace | 4 | 9.52% | 40.0 | 75.00% | +22.37% | +25.00% | +25.00% | 0.00% | 08:03 | 06:57 | 06:57 | 07:58 | 08:32 | 08:44 | 01:35 | 01:10 |
 | Linken's Sphere | 2 | 4.76% | 37.5 | 100.00% | +47.50% | 0.00% | 0.00% | 0.00% | 39:53 | 36:40 | 36:40 | 43:06 | 43:06 | 43:06 | 06:26 | 04:45 |
 | Refresher Orb | 2 | 4.76% | 35.0 | 100.00% | +47.50% | 0.00% | 0.00% | 0.00% | 43:55 | 37:45 | 37:45 | 50:04 | 50:04 | 50:04 | 12:19 | 09:07 |
 | Arcane Boots | 8 | 19.05% | 32.5 | 37.50% | -21.32% | +12.50% | -37.50% | -6.99% | 29:40 | 15:57 | 25:25 | 31:21 | 32:34 | 36:54 | 07:09 | 05:17 |
 | Kaya and Sange | 1 | 2.38% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:25 | 28:25 | 28:25 | 28:25 | 28:25 | 28:25 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 2.38% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:46 | 47:46 | 47:46 | 47:46 | 47:46 | 47:46 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.38% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:07 | 52:07 | 52:07 | 52:07 | 52:07 | 52:07 | 00:00 | 00:00 |
 | Kaya | 1 | 2.38% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:54 | 24:54 | 24:54 | 24:54 | 24:54 | 24:54 | 00:00 | 00:00 |
 | Shiva's Guard | 2 | 4.76% | 20.0 | 50.00% | -5.00% | -50.00% | 0.00% | 0.00% | 40:54 | 40:30 | 40:30 | 41:17 | 41:17 | 41:17 | 00:47 | 00:34 |
 | Heaven's Halberd | 3 | 7.14% | 17.5 | 33.33% | -23.08% | -33.33% | 0.00% | 0.00% | 35:18 | 26:15 | 26:15 | 38:01 | 41:39 | 41:39 | 15:24 | 11:24 |
 | Lotus Orb | 3 | 7.14% | 15.0 | 33.33% | -23.08% | +66.67% | 0.00% | 0.00% | 38:34 | 32:37 | 32:37 | 33:58 | 49:06 | 49:06 | 16:29 | 12:12 |
 | Headdress | 3 | 7.14% | 12.5 | 33.33% | -23.08% | -33.33% | 0.00% | 0.00% | 27:20 | 12:31 | 12:31 | 19:53 | 49:35 | 49:35 | 37:04 | 27:27 |
 | Pipe of Insight | 3 | 7.14% | 10.0 | 33.33% | -23.08% | -33.33% | 0.00% | 0.00% | 29:05 | 15:33 | 15:33 | 21:50 | 49:52 | 49:52 | 34:19 | 25:25 |
 | Sange | 3 | 7.14% | 7.5 | 33.33% | -23.08% | -33.33% | 0.00% | 0.00% | 34:19 | 25:15 | 25:15 | 36:31 | 41:11 | 41:11 | 15:56 | 11:48 |
 | Nullifier | 1 | 2.38% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:51 | 38:51 | 38:51 | 38:51 | 38:51 | 38:51 | 00:00 | 00:00 |
 | Soul Ring | 1 | 2.38% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:27 | 16:27 | 16:27 | 16:27 | 16:27 | 16:27 | 00:00 | 00:00 |