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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 | |
 | Aghanim's Scepter | 45 | 36.00% | 100.0 | 64.44% | +34.44% | -0.80% | -28.08% | -4.14% | 33:43 | 22:37 | 30:02 | 32:11 | 36:37 | 53:05 | 06:35 | 04:52 |
 | Aghanim's Blessing | 20 | 16.00% | 98.2 | 70.00% | +32.86% | +30.00% | -10.00% | -4.08% | 42:57 | 33:06 | 36:44 | 43:07 | 46:32 | 55:58 | 09:48 | 07:15 |
 | Linken's Sphere | 9 | 7.20% | 96.4 | 77.78% | +38.12% | +22.22% | +22.22% | 0.00% | 34:28 | 25:32 | 27:31 | 31:28 | 42:14 | 47:36 | 14:43 | 10:54 |
 | Cornucopia | 104 | 83.20% | 94.5 | 47.12% | +28.07% | -0.97% | -0.97% | 0.00% | 09:05 | 03:52 | 07:33 | 08:07 | 09:08 | 47:24 | 01:35 | 01:10 |
 | Power Treads | 92 | 73.60% | 92.7 | 47.83% | +20.56% | -13.05% | +8.69% | 15.53% | 06:06 | 03:17 | 05:18 | 06:00 | 06:42 | 10:14 | 01:24 | 01:02 |
 | Butterfly | 64 | 51.20% | 90.9 | 50.00% | +15.57% | +18.75% | -25.00% | -8.52% | 27:05 | 22:01 | 24:27 | 26:09 | 29:35 | 37:42 | 05:08 | 03:48 |
 | Skull Basher | 28 | 22.40% | 89.1 | 57.14% | +19.00% | +28.57% | -14.28% | -5.83% | 33:30 | 21:50 | 28:26 | 32:04 | 35:47 | 53:22 | 07:21 | 05:26 |
 | Battle Fury | 105 | 84.00% | 87.3 | 45.71% | +20.71% | +15.83% | -3.40% | -14.79% | 13:57 | 10:12 | 13:07 | 13:48 | 14:25 | 18:02 | 01:18 | 00:57 |
 | Manta Style | 66 | 52.80% | 85.5 | 48.48% | +12.89% | -13.19% | +1.52% | 6.17% | 20:54 | 16:22 | 19:19 | 20:08 | 21:42 | 39:43 | 02:23 | 01:45 |
 | Blink Dagger | 20 | 16.00% | 83.6 | 60.00% | +20.95% | 0.00% | +20.00% | 1.25% | 38:24 | 24:58 | 29:28 | 35:59 | 45:27 | 58:31 | 15:59 | 11:50 |
 | Abyssal Blade | 18 | 14.40% | 81.8 | 61.11% | +21.86% | +38.89% | -36.11% | 0.00% | 38:11 | 28:22 | 34:11 | 35:34 | 40:06 | 56:15 | 05:55 | 04:22 |
 | Yasha | 118 | 94.40% | 80.0 | 44.07% | +29.78% | +5.93% | -9.59% | -8.95% | 17:15 | 11:17 | 16:09 | 16:58 | 17:53 | 22:24 | 01:44 | 01:17 |
 | Moon Shard | 6 | 4.80% | 78.2 | 83.33% | +42.99% | +16.67% | +16.67% | 0.00% | 49:03 | 36:07 | 36:59 | 44:07 | 1:02:52 | 1:03:42 | 25:53 | 19:10 |
 | Swift Blink | 14 | 11.20% | 76.4 | 64.29% | +24.65% | +10.71% | +2.38% | 0.00% | 44:36 | 28:21 | 39:18 | 43:25 | 52:31 | 58:47 | 13:13 | 09:47 |
 | Magic Stick | 115 | 92.00% | 74.5 | 43.48% | +13.48% | +18.59% | -5.55% | -24.14% | -00:26 | -01:30 | -01:29 | -01:29 | -01:28 | 20:12 | 00:01 | 00:00 |
 | Black King Bar | 10 | 8.00% | 72.7 | 70.00% | +30.00% | -3.33% | +30.00% | 0.00% | 45:57 | 27:42 | 37:38 | 39:23 | 1:03:31 | 1:10:33 | 25:53 | 19:10 |
 | Boots of Speed | 125 | 100.00% | 70.9 | 42.40% | +42.40% | -0.46% | -0.46% | 0.00% | 02:32 | -01:29 | 01:53 | 02:20 | 03:00 | 05:53 | 01:07 | 00:49 |
 | Quelling Blade | 124 | 99.20% | 69.1 | 41.94% | -58.06% | +12.90% | -19.36% | 0.00% | -01:27 | -01:30 | -01:29 | -01:29 | -01:29 | 01:19 | 00:00 | 00:00 |
 | Vanguard | 17 | 13.60% | 67.3 | 58.82% | +19.01% | +16.18% | -33.82% | 0.00% | 37:14 | 22:32 | 32:28 | 35:31 | 40:06 | 55:40 | 07:38 | 05:39 |
 | Nullifier | 39 | 31.20% | 65.5 | 48.72% | +9.19% | -28.72% | -18.72% | 1.86% | 30:20 | 23:49 | 27:24 | 28:56 | 32:47 | 45:29 | 05:23 | 03:59 |
 | Helm of Iron Will | 39 | 31.20% | 63.6 | 48.72% | +9.19% | -18.72% | -8.72% | 2.21% | 29:09 | 20:00 | 26:05 | 28:14 | 30:37 | 45:13 | 04:32 | 03:21 |
 | Wraith Band | 58 | 46.40% | 61.8 | 44.83% | +4.53% | -18.16% | +5.17% | 5.98% | 05:05 | 00:08 | 01:43 | 02:25 | 05:37 | 28:17 | 03:54 | 02:53 |
 | Magic Wand | 88 | 70.40% | 60.0 | 40.91% | -5.04% | +4.54% | -9.09% | -1.22% | 08:06 | -01:29 | 02:43 | 06:22 | 13:52 | 24:03 | 11:09 | 08:15 |
 | Ring of Health | 18 | 14.40% | 58.2 | 55.56% | +15.37% | -35.56% | -5.56% | 0.00% | 32:30 | 09:31 | 28:31 | 33:28 | 35:49 | 55:40 | 07:18 | 05:24 |
 | Sange | 53 | 42.40% | 56.4 | 43.40% | +1.73% | +25.83% | -28.02% | -29.37% | 19:33 | 17:09 | 18:19 | 19:06 | 20:09 | 24:49 | 01:50 | 01:21 |
 | Aghanim's Shard | 40 | 32.00% | 54.5 | 45.00% | +3.82% | -15.00% | +25.00% | 3.80% | 35:35 | 16:27 | 30:30 | 34:43 | 41:01 | 56:58 | 10:31 | 07:47 |
 | Wind Lace | 73 | 58.40% | 52.7 | 39.73% | -6.42% | -6.40% | -0.84% | 1.04% | 12:24 | -00:27 | 09:30 | 13:44 | 14:50 | 23:39 | 05:20 | 03:57 |
 | Disperser | 5 | 4.00% | 50.9 | 80.00% | +39.17% | +20.00% | +20.00% | 0.00% | 41:35 | 31:57 | 31:57 | 41:54 | 48:03 | 52:21 | 16:06 | 11:55 |
 | Sange and Yasha | 51 | 40.80% | 49.1 | 41.18% | -2.06% | +28.05% | -33.49% | -28.40% | 19:51 | 17:12 | 18:34 | 19:21 | 20:44 | 24:49 | 02:10 | 01:36 |
 | Monkey King Bar | 27 | 21.60% | 47.3 | 44.44% | +2.60% | -1.58% | -15.87% | -2.79% | 34:25 | 24:26 | 31:02 | 33:02 | 36:09 | 52:19 | 05:07 | 03:47 |
 | Eye of Skadi | 25 | 20.00% | 45.5 | 44.00% | +2.00% | +22.67% | +22.67% | 0.00% | 31:09 | 24:20 | 26:46 | 31:27 | 33:40 | 40:19 | 06:54 | 05:06 |
 | Javelin | 46 | 36.80% | 43.6 | 34.78% | -12.06% | -18.11% | +10.67% | 1.65% | 25:50 | 06:22 | 14:47 | 28:02 | 32:13 | 52:10 | 17:26 | 12:54 |
 | Crystalys | 4 | 3.20% | 41.8 | 75.00% | +33.68% | +25.00% | +25.00% | 0.00% | 33:19 | 23:24 | 23:24 | 32:46 | 36:16 | 40:48 | 12:52 | 09:31 |
 | Silver Edge | 4 | 3.20% | 40.0 | 75.00% | +33.68% | +25.00% | +25.00% | 0.00% | 33:43 | 24:25 | 24:25 | 32:52 | 36:16 | 41:17 | 11:51 | 08:46 |
 | Diffusal Blade | 19 | 15.20% | 38.2 | 36.84% | -6.56% | +23.16% | -16.84% | -8.66% | 20:21 | 13:22 | 17:58 | 21:00 | 22:35 | 24:33 | 04:37 | 03:25 |
 | Shadow Blade | 5 | 4.00% | 36.4 | 60.00% | +18.33% | +40.00% | +40.00% | 0.00% | 30:41 | 20:50 | 20:50 | 29:45 | 36:27 | 37:43 | 15:37 | 11:34 |
 | Chainmail | 32 | 25.60% | 34.5 | 28.13% | -19.18% | -3.13% | -3.13% | 0.00% | 05:43 | 01:30 | 04:26 | 04:49 | 05:59 | 12:38 | 01:33 | 01:08 |
 | Phase Boots | 32 | 25.60% | 32.7 | 28.13% | -19.18% | -15.63% | -3.13% | 9.38% | 06:58 | 03:05 | 05:36 | 06:12 | 06:56 | 13:32 | 01:20 | 00:59 |
 | Ring of Basilius | 3 | 2.40% | 30.9 | 66.67% | +24.87% | +33.33% | 0.00% | 0.00% | 07:30 | 06:26 | 06:26 | 06:59 | 09:06 | 09:06 | 02:40 | 01:58 |
 | Mjollnir | 9 | 7.20% | 29.1 | 33.33% | -9.77% | -33.33% | +16.67% | 0.00% | 30:26 | 21:37 | 24:38 | 28:28 | 29:21 | 45:27 | 04:43 | 03:29 |
 | Heaven's Halberd | 1 | 0.80% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:27 | 23:27 | 23:27 | 23:27 | 23:27 | 23:27 | 00:00 | 00:00 |
 | Bottle | 1 | 0.80% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:51 | 21:51 | 21:51 | 21:51 | 21:51 | 21:51 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.80% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:04 | 34:04 | 34:04 | 34:04 | 34:04 | 34:04 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 0.80% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:10 | 1:03:10 | 1:03:10 | 1:03:10 | 1:03:10 | 1:03:10 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.80% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:04 | 1:06:04 | 1:06:04 | 1:06:04 | 1:06:04 | 1:06:04 | 00:00 | 00:00 |
 | Buckler | 1 | 0.80% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:10 | 1:03:10 | 1:03:10 | 1:03:10 | 1:03:10 | 1:03:10 | 00:00 | 00:00 |
 | Maelstrom | 16 | 12.80% | 16.4 | 25.00% | -19.95% | 0.00% | +25.00% | 0.00% | 18:37 | 11:52 | 12:37 | 15:59 | 19:23 | 39:52 | 06:46 | 05:00 |
 | Hand of Midas | 6 | 4.80% | 14.5 | 33.33% | -9.53% | -33.33% | +66.67% | 0.00% | 11:52 | 10:17 | 11:04 | 11:18 | 13:32 | 13:34 | 02:28 | 01:49 |
 | Refresher Orb | 2 | 1.60% | 12.7 | 50.00% | +7.72% | -50.00% | 0.00% | 0.00% | 46:35 | 46:18 | 46:18 | 46:51 | 46:51 | 46:51 | 00:33 | 00:24 |
 | Radiance | 2 | 1.60% | 10.9 | 50.00% | +7.72% | -50.00% | 0.00% | 0.00% | 13:46 | 12:49 | 12:49 | 14:43 | 14:43 | 14:43 | 01:54 | 01:24 |
 | Mask of Madness | 1 | 0.80% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:09 | 23:09 | 23:09 | 23:09 | 23:09 | 23:09 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.80% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:09 | 23:09 | 23:09 | 23:09 | 23:09 | 23:09 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 0.80% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:37 | 06:37 | 06:37 | 06:37 | 06:37 | 06:37 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.80% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:55 | 07:55 | 07:55 | 07:55 | 07:55 | 07:55 | 00:00 | 00:00 |
 | Void Stone | 3 | 2.40% | 1.8 | 0.00% | -43.44% | 0.00% | 0.00% | 0.00% | 12:00 | 09:35 | 09:35 | 10:00 | 16:25 | 16:25 | 06:50 | 05:03 |