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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 | |
 | Buckler | 36 | 51.43% | 100.0 | 83.33% | +50.98% | +16.67% | -38.89% | -11.62% | 28:22 | 19:49 | 26:08 | 27:49 | 30:55 | 35:31 | 04:47 | 03:32 |
 | Assault Cuirass | 35 | 50.00% | 97.7 | 82.86% | +48.57% | +17.14% | -38.42% | -13.07% | 29:16 | 20:44 | 26:56 | 29:16 | 31:11 | 35:50 | 04:15 | 03:08 |
 | Skull Basher | 31 | 44.29% | 95.5 | 77.42% | +33.83% | +10.08% | -2.42% | -2.99% | 32:23 | 23:11 | 29:52 | 31:58 | 34:03 | 41:27 | 04:11 | 03:05 |
 | Abyssal Blade | 27 | 38.57% | 93.2 | 77.78% | +31.27% | +22.22% | -6.35% | -4.98% | 34:16 | 27:23 | 30:50 | 34:23 | 36:34 | 43:09 | 05:44 | 04:14 |
 | Morbid Mask | 14 | 20.00% | 90.9 | 78.57% | +25.00% | +21.43% | -11.90% | -7.84% | 29:14 | 22:39 | 26:42 | 28:00 | 30:57 | 41:07 | 04:15 | 03:08 |
 | Aghanim's Scepter | 66 | 94.29% | 88.6 | 62.12% | +62.12% | +32.00% | -18.37% | -17.47% | 17:47 | 12:37 | 15:45 | 16:31 | 18:38 | 29:50 | 02:53 | 02:08 |
 | Black King Bar | 60 | 85.71% | 86.4 | 61.67% | +21.67% | +5.00% | -15.00% | -5.61% | 23:29 | 16:29 | 21:25 | 22:41 | 24:59 | 35:34 | 03:34 | 02:38 |
 | Ring of Protection | 68 | 97.14% | 84.1 | 60.29% | +60.29% | -7.35% | -13.23% | -1.49% | 06:49 | -01:29 | 03:56 | 06:36 | 07:53 | 29:53 | 03:57 | 02:55 |
 | Magic Wand | 52 | 74.29% | 81.8 | 61.54% | +11.54% | +15.38% | -23.08% | -4.35% | 06:19 | -01:29 | -01:29 | 08:16 | 10:20 | 17:13 | 11:49 | 08:45 |
 | Boots of Speed | 70 | 100.00% | 79.5 | 58.57% | +58.57% | -3.01% | -11.51% | -4.29% | 07:32 | 01:51 | 06:46 | 07:42 | 08:45 | 11:46 | 01:59 | 01:28 |
 | Ring of Health | 70 | 100.00% | 77.3 | 58.57% | +58.57% | +13.65% | -17.39% | -31.04% | 03:55 | 01:41 | 03:02 | 03:29 | 04:02 | 09:58 | 01:00 | 00:44 |
 | Soul Ring | 65 | 92.86% | 75.0 | 58.46% | -1.54% | +4.04% | -33.46% | -11.60% | 07:04 | 01:47 | 05:12 | 07:42 | 08:26 | 14:39 | 03:14 | 02:23 |
 | Vanguard | 64 | 91.43% | 72.7 | 57.81% | -8.86% | +17.19% | -20.31% | -20.27% | 07:02 | 05:08 | 05:57 | 06:27 | 07:48 | 11:34 | 01:51 | 01:22 |
 | Power Treads | 26 | 37.14% | 70.5 | 65.38% | +10.83% | +20.33% | -32.05% | -8.02% | 14:19 | 09:07 | 10:18 | 11:25 | 16:50 | 35:46 | 06:32 | 04:50 |
 | Blink Dagger | 7 | 10.00% | 68.2 | 85.71% | +30.15% | +14.29% | -35.71% | 0.00% | 32:16 | 20:36 | 25:04 | 34:31 | 34:31 | 40:49 | 09:27 | 07:00 |
 | Magic Stick | 50 | 71.43% | 65.9 | 56.00% | -9.00% | +5.54% | -22.67% | -28.21% | 01:29 | -01:29 | -01:29 | -01:29 | 02:24 | 16:29 | 03:53 | 02:52 |
 | Quelling Blade | 59 | 84.29% | 63.6 | 54.24% | -27.58% | +5.76% | -0.91% | 0.00% | -01:21 | -01:29 | -01:29 | -01:29 | -01:29 | 02:47 | 00:00 | 00:00 |
 | Satanic | 11 | 15.71% | 61.4 | 72.73% | +16.80% | +27.27% | -39.40% | -17.86% | 31:08 | 25:49 | 27:51 | 28:28 | 31:35 | 41:16 | 03:44 | 02:45 |
 | Phase Boots | 27 | 38.57% | 59.1 | 59.26% | +1.12% | +12.17% | +12.17% | 0.00% | 13:44 | 07:04 | 10:47 | 11:22 | 16:23 | 26:20 | 05:36 | 04:08 |
 | Chainmail | 27 | 38.57% | 56.8 | 59.26% | +1.12% | -16.40% | +12.17% | 5.32% | 13:00 | 05:11 | 10:13 | 10:52 | 15:35 | 26:02 | 05:22 | 03:58 |
 | Crystalys | 3 | 4.29% | 54.5 | 100.00% | +43.28% | 0.00% | 0.00% | 0.00% | 32:59 | 29:43 | 29:43 | 31:58 | 37:17 | 37:17 | 07:34 | 05:36 |
 | Hood of Defiance | 15 | 21.43% | 52.3 | 53.33% | -6.67% | -3.33% | -3.33% | 0.00% | 09:26 | 05:30 | 06:13 | 09:54 | 12:08 | 13:34 | 05:55 | 04:22 |
 | Sange | 8 | 11.43% | 50.0 | 62.50% | +4.44% | -12.50% | -12.50% | 0.00% | 21:16 | 15:34 | 15:48 | 20:09 | 22:09 | 29:23 | 06:21 | 04:42 |
 | Sange and Yasha | 2 | 2.86% | 47.7 | 100.00% | +42.65% | 0.00% | 0.00% | 0.00% | 23:23 | 23:17 | 23:17 | 23:29 | 23:29 | 23:29 | 00:12 | 00:08 |
 | Yasha | 2 | 2.86% | 45.5 | 100.00% | +42.65% | 0.00% | 0.00% | 0.00% | 23:00 | 22:45 | 22:45 | 23:15 | 23:15 | 23:15 | 00:30 | 00:22 |
 | Void Stone | 3 | 4.29% | 43.2 | 66.67% | +8.46% | +33.33% | 0.00% | 0.00% | 27:42 | 18:04 | 18:04 | 26:45 | 38:17 | 38:17 | 20:13 | 14:58 |
 | Aghanim's Shard | 11 | 15.71% | 40.9 | 36.36% | -26.35% | +30.31% | -36.36% | -6.92% | 25:09 | 15:53 | 17:18 | 25:06 | 26:56 | 42:00 | 09:38 | 07:08 |
 | Heaven's Halberd | 4 | 5.71% | 38.6 | 50.00% | -9.09% | -50.00% | +50.00% | 0.00% | 24:54 | 18:23 | 18:23 | 25:07 | 26:13 | 29:54 | 07:50 | 05:48 |
 | Eternal Shroud | 4 | 5.71% | 36.4 | 50.00% | -9.09% | +50.00% | -50.00% | 0.00% | 31:46 | 25:16 | 25:16 | 26:24 | 33:02 | 42:20 | 07:46 | 05:45 |
 | Shadow Blade | 1 | 1.43% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.43% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:01 | 34:01 | 34:01 | 34:01 | 34:01 | 34:01 | 00:00 | 00:00 |
 | Daedalus | 1 | 1.43% | 29.5 | 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 |
 | Linken's Sphere | 1 | 1.43% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:35 | 38:35 | 38:35 | 38:35 | 38:35 | 38:35 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.43% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:07 | 18:07 | 18:07 | 18:07 | 18:07 | 18:07 | 00:00 | 00:00 |
 | Silver Edge | 1 | 1.43% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.43% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:37 | 50:37 | 50:37 | 50:37 | 50:37 | 50:37 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.43% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:37 | 47:37 | 47:37 | 47:37 | 47:37 | 47:37 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.43% | 15.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:37 | 50:37 | 50:37 | 50:37 | 50:37 | 50:37 | 00:00 | 00:00 |
 | Swift Blink | 1 | 1.43% | 13.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:37 | 38:37 | 38:37 | 38:37 | 38:37 | 38:37 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 1.43% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:44 | 47:44 | 47:44 | 47:44 | 47:44 | 47:44 | 00:00 | 00:00 |
 | Bracer | 1 | 1.43% | 9.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:35 | 01:35 | 01:35 | 01:35 | 01:35 | 01:35 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.43% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:50 | 13:50 | 13:50 | 13:50 | 13:50 | 13:50 | 00:00 | 00:00 |
 | Bottle | 2 | 2.86% | 4.5 | 0.00% | -60.29% | 0.00% | 0.00% | 0.00% | 01:52 | 01:33 | 01:33 | 02:10 | 02:10 | 02:10 | 00:37 | 00:27 |
 | Wind Lace | 1 | 1.43% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:50 | 11:50 | 11:50 | 11:50 | 11:50 | 11:50 | 00:00 | 00:00 |