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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 | |
 | Butterfly | 17 | 25.37% | 100.0 | 82.35% | +38.35% | +17.65% | +17.65% | 0.00% | 35:38 | 24:12 | 30:20 | 33:04 | 38:00 | 51:36 | 07:40 | 05:40 |
 | Vanguard | 6 | 8.96% | 97.6 | 100.00% | +50.82% | 0.00% | 0.00% | 0.00% | 41:52 | 31:56 | 40:40 | 42:28 | 46:02 | 46:25 | 05:22 | 03:58 |
 | Abyssal Blade | 6 | 8.96% | 95.2 | 100.00% | +50.82% | 0.00% | 0.00% | 0.00% | 41:52 | 31:56 | 40:40 | 42:28 | 46:02 | 46:26 | 05:22 | 03:58 |
 | Skull Basher | 19 | 28.36% | 92.9 | 73.68% | +27.85% | -33.68% | +6.32% | 5.31% | 35:03 | 24:42 | 30:47 | 35:19 | 38:19 | 50:46 | 07:32 | 05:34 |
 | Ring of Health | 13 | 19.40% | 90.5 | 76.92% | +28.77% | -10.25% | -10.25% | 0.00% | 33:26 | 08:30 | 29:08 | 35:25 | 41:11 | 45:28 | 12:03 | 08:55 |
 | Mjollnir | 43 | 64.18% | 88.1 | 60.47% | +18.80% | +12.26% | +12.26% | 0.00% | 25:58 | 17:40 | 22:19 | 25:39 | 27:58 | 42:44 | 05:39 | 04:11 |
 | Manta Style | 54 | 80.60% | 85.7 | 57.41% | +18.95% | -7.41% | -11.26% | -0.62% | 22:31 | 13:42 | 19:09 | 22:38 | 25:23 | 35:31 | 06:14 | 04:37 |
 | Monkey King Bar | 7 | 10.45% | 83.3 | 85.71% | +35.71% | +14.29% | +14.29% | 0.00% | 35:22 | 26:30 | 31:22 | 34:24 | 35:00 | 45:43 | 03:38 | 02:41 |
 | Yasha | 62 | 92.54% | 81.0 | 54.84% | +14.84% | -23.59% | +5.16% | 5.51% | 17:08 | 08:54 | 14:15 | 17:08 | 19:28 | 31:49 | 05:13 | 03:51 |
 | Wraith Band | 54 | 80.60% | 78.6 | 55.56% | +9.41% | +1.58% | +5.98% | 0.91% | 06:11 | 01:32 | 03:32 | 06:15 | 08:23 | 12:39 | 04:51 | 03:35 |
 | Stout Shield | 67 | 100.00% | 76.2 | 53.73% | +53.73% | -6.67% | +5.09% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 67 | 100.00% | 73.8 | 53.73% | +53.73% | -0.79% | +5.09% | 5.88% | 02:47 | 00:53 | 02:05 | 02:35 | 03:02 | 05:46 | 00:57 | 00:42 |
 | Magic Wand | 63 | 94.03% | 71.4 | 53.97% | +3.97% | +2.28% | -3.97% | -1.89% | 07:31 | 02:22 | 05:25 | 07:32 | 08:43 | 17:52 | 03:18 | 02:26 |
 | Magic Stick | 63 | 94.03% | 69.0 | 53.97% | +3.97% | +2.28% | -10.22% | -3.04% | 03:47 | 00:12 | 01:25 | 03:11 | 05:32 | 10:23 | 04:07 | 03:02 |
 | Bottle | 4 | 5.97% | 66.7 | 100.00% | +49.21% | 0.00% | 0.00% | 0.00% | 40:53 | 21:14 | 21:14 | 42:15 | 47:54 | 52:10 | 26:40 | 19:45 |
 | Moon Shard | 4 | 5.97% | 64.3 | 100.00% | +49.21% | 0.00% | 0.00% | 0.00% | 52:23 | 49:29 | 49:29 | 50:17 | 53:26 | 56:20 | 03:57 | 02:55 |
 | Quelling Blade | 66 | 98.51% | 61.9 | 53.03% | -46.97% | +5.79% | +9.47% | 3.68% | 00:35 | -01:29 | 00:16 | 00:24 | 00:51 | 03:01 | 00:35 | 00:25 |
 | Wind Lace | 51 | 76.12% | 59.5 | 54.90% | +4.90% | +14.33% | -1.05% | -5.63% | 08:56 | 05:18 | 07:43 | 08:28 | 10:27 | 16:51 | 02:44 | 02:01 |
 | Drum of Endurance | 50 | 74.63% | 57.1 | 54.00% | +1.06% | -0.15% | +4.33% | 1.93% | 10:50 | 07:44 | 09:32 | 11:01 | 11:51 | 17:24 | 02:19 | 01:42 |
 | Crown | 50 | 74.63% | 54.8 | 54.00% | +1.06% | -0.15% | +4.33% | 1.59% | 08:32 | 04:32 | 06:57 | 08:07 | 09:46 | 17:07 | 02:49 | 02:05 |
 | Chainmail | 62 | 92.54% | 52.4 | 51.61% | -28.39% | -7.86% | +15.06% | 19.10% | 06:01 | 03:51 | 05:11 | 05:30 | 06:23 | 20:52 | 01:12 | 00:53 |
 | Maelstrom | 53 | 79.10% | 50.0 | 52.83% | -4.31% | +1.02% | -22.06% | -4.12% | 18:41 | 12:10 | 15:12 | 16:47 | 20:48 | 36:59 | 05:36 | 04:08 |
 | Javelin | 54 | 80.60% | 47.6 | 51.85% | -9.69% | -1.85% | -21.08% | -2.60% | 17:22 | 09:40 | 13:25 | 15:15 | 20:48 | 36:59 | 07:23 | 05:28 |
 | Phase Boots | 61 | 91.04% | 45.2 | 50.82% | -32.51% | -4.15% | +15.85% | 16.67% | 06:02 | 03:51 | 05:19 | 05:51 | 06:31 | 09:01 | 01:12 | 00:53 |
 | Power Treads | 6 | 8.96% | 42.9 | 83.33% | +32.51% | -33.33% | +16.67% | 0.00% | 05:24 | 04:12 | 05:04 | 05:16 | 05:32 | 06:54 | 00:28 | 00:20 |
 | Eye of Skadi | 16 | 23.88% | 40.5 | 62.50% | +11.52% | +12.50% | +12.50% | 0.00% | 34:50 | 22:50 | 30:03 | 32:22 | 39:11 | 56:19 | 09:08 | 06:45 |
 | Boots of Travel 2 | 3 | 4.48% | 38.1 | 100.00% | +48.44% | 0.00% | 0.00% | 0.00% | 53:58 | 49:06 | 49:06 | 55:40 | 57:07 | 57:07 | 08:01 | 05:56 |
 | Void Stone | 9 | 13.43% | 35.7 | 66.67% | +14.95% | +33.33% | -16.67% | 0.00% | 31:28 | 10:17 | 15:30 | 34:01 | 39:02 | 46:44 | 23:32 | 17:25 |
 | Diffusal Blade | 16 | 23.88% | 33.3 | 50.00% | -4.90% | +25.00% | -25.00% | -8.60% | 20:13 | 12:43 | 15:50 | 20:19 | 21:39 | 37:00 | 05:49 | 04:18 |
 | Blink Dagger | 11 | 16.42% | 31.0 | 54.55% | +0.98% | -21.22% | +12.12% | 0.00% | 34:12 | 24:08 | 29:47 | 34:21 | 38:07 | 41:39 | 08:20 | 06:10 |
 | Battle Fury | 2 | 2.99% | 28.6 | 100.00% | +47.69% | 0.00% | 0.00% | 0.00% | 14:42 | 13:54 | 13:54 | 15:30 | 15:30 | 15:30 | 01:36 | 01:11 |
 | Linken's Sphere | 7 | 10.45% | 26.2 | 57.14% | +3.81% | -7.14% | -7.14% | 0.00% | 37:04 | 30:07 | 30:25 | 35:25 | 40:00 | 46:59 | 09:35 | 07:05 |
 | Sange | 5 | 7.46% | 23.8 | 60.00% | +6.77% | +40.00% | -60.00% | 0.00% | 21:53 | 17:43 | 17:43 | 22:54 | 23:09 | 27:41 | 05:26 | 04:01 |
 | Sange and Yasha | 5 | 7.46% | 21.4 | 60.00% | +6.77% | -60.00% | -60.00% | 0.00% | 22:26 | 18:00 | 18:00 | 23:52 | 23:58 | 27:50 | 05:58 | 04:25 |
 | Black King Bar | 3 | 4.48% | 19.0 | 66.67% | +13.54% | -66.67% | 0.00% | 0.00% | 34:29 | 28:53 | 28:53 | 37:07 | 37:26 | 37:26 | 08:33 | 06:20 |
 | Nullifier | 3 | 4.48% | 16.7 | 66.67% | +13.54% | -66.67% | 0.00% | 0.00% | 50:14 | 39:33 | 39:33 | 50:07 | 1:01:02 | 1:01:02 | 21:29 | 15:54 |
 | Helm of Iron Will | 3 | 4.48% | 14.3 | 66.67% | +13.54% | -66.67% | 0.00% | 0.00% | 50:01 | 39:33 | 39:33 | 49:40 | 60:50 | 60:50 | 21:17 | 15:45 |
 | Assault Cuirass | 1 | 1.49% | 11.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:18 | 23:18 | 23:18 | 23:18 | 23:18 | 23:18 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 1.49% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:18 | 06:18 | 06:18 | 06:18 | 06:18 | 06:18 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.49% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:51 | 49:51 | 49:51 | 49:51 | 49:51 | 49:51 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.49% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:54 | 00:54 | 00:54 | 00:54 | 00:54 | 00:54 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.49% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:51 | 49:51 | 49:51 | 49:51 | 49:51 | 49:51 | 00:00 | 00:00 |