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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 | 40 | 38.83% | 100.0 | 72.50% | +39.17% | +17.50% | -22.50% | -7.12% | 32:27 | 21:47 | 29:59 | 32:08 | 35:36 | 44:34 | 05:37 | 04:09 |
 | Aghanim's Blessing | 17 | 16.50% | 98.0 | 76.47% | +33.45% | +23.53% | -1.47% | -2.32% | 40:39 | 33:06 | 34:46 | 41:08 | 45:33 | 50:28 | 10:47 | 07:59 |
 | Butterfly | 57 | 55.34% | 96.1 | 63.16% | +32.73% | +29.70% | +1.13% | -9.68% | 27:00 | 22:01 | 24:49 | 26:18 | 27:46 | 48:32 | 02:57 | 02:11 |
 | Nullifier | 31 | 30.10% | 94.1 | 64.52% | +22.85% | -14.52% | -2.02% | 2.27% | 31:49 | 23:15 | 27:33 | 29:41 | 33:04 | 53:29 | 05:31 | 04:05 |
 | Helm of Iron Will | 31 | 30.10% | 92.2 | 64.52% | +22.85% | -27.02% | -2.02% | 4.66% | 30:42 | 21:27 | 26:45 | 28:15 | 32:07 | 52:34 | 05:22 | 03:58 |
 | Cornucopia | 90 | 87.38% | 90.2 | 53.33% | +37.95% | +24.93% | -16.97% | -23.72% | 08:04 | 04:04 | 07:08 | 07:57 | 08:54 | 15:31 | 01:46 | 01:18 |
 | Power Treads | 80 | 77.67% | 88.2 | 53.75% | +23.32% | +6.25% | -13.75% | -14.46% | 06:01 | 03:17 | 05:18 | 05:58 | 06:41 | 12:04 | 01:23 | 01:01 |
 | Linken's Sphere | 7 | 6.80% | 86.3 | 85.71% | +39.88% | +14.29% | +14.29% | 0.00% | 35:21 | 23:53 | 25:42 | 34:19 | 41:28 | 46:50 | 15:46 | 11:40 |
 | Battle Fury | 92 | 89.32% | 84.3 | 51.09% | +23.82% | +18.48% | -25.00% | -31.06% | 13:53 | 10:35 | 13:09 | 13:45 | 14:33 | 17:32 | 01:24 | 01:02 |
 | Eye of Skadi | 24 | 23.30% | 82.4 | 62.50% | +18.20% | -12.50% | +20.83% | 3.22% | 33:32 | 23:33 | 27:13 | 34:26 | 37:34 | 47:56 | 10:21 | 07:40 |
 | Yasha | 100 | 97.09% | 80.4 | 50.00% | +50.00% | +14.00% | -14.00% | -14.74% | 17:07 | 10:26 | 16:07 | 16:54 | 18:01 | 22:01 | 01:54 | 01:24 |
 | Boots of Speed | 103 | 100.00% | 78.4 | 48.54% | +48.54% | +9.15% | +5.31% | -3.84% | 02:26 | 00:12 | 01:49 | 02:15 | 02:47 | 05:53 | 00:58 | 00:42 |
 | Quelling Blade | 103 | 100.00% | 76.5 | 48.54% | +48.54% | -2.39% | -17.77% | 0.00% | -01:26 | -01:29 | -01:29 | -01:29 | -01:29 | 00:48 | 00:00 | 00:00 |
 | Magic Stick | 95 | 92.23% | 74.5 | 47.37% | -15.13% | -1.54% | -14.04% | 0.00% | -00:45 | -01:29 | -01:29 | -01:29 | -01:29 | 19:23 | 00:00 | 00:00 |
 | Wind Lace | 60 | 58.25% | 72.5 | 50.00% | +3.49% | -3.33% | -10.00% | -2.88% | 13:29 | 03:20 | 12:22 | 13:44 | 14:41 | 23:46 | 02:19 | 01:42 |
 | Sange | 42 | 40.78% | 70.6 | 52.38% | +6.48% | +20.35% | -22.38% | -18.31% | 20:04 | 16:57 | 18:27 | 19:25 | 20:47 | 29:05 | 02:20 | 01:43 |
 | Sange and Yasha | 42 | 40.78% | 68.6 | 52.38% | +6.48% | +20.35% | -12.38% | -14.03% | 20:17 | 17:10 | 18:35 | 19:33 | 20:55 | 29:32 | 02:20 | 01:43 |
 | Manta Style | 56 | 54.37% | 66.7 | 50.00% | +3.19% | +7.14% | -14.29% | -10.12% | 20:23 | 16:16 | 19:09 | 20:12 | 21:16 | 26:24 | 02:07 | 01:34 |
 | Abyssal Blade | 16 | 15.53% | 64.7 | 62.50% | +16.52% | +37.50% | -12.50% | 0.00% | 39:06 | 28:22 | 34:48 | 36:44 | 40:42 | 56:15 | 05:54 | 04:22 |
 | Wraith Band | 41 | 39.81% | 62.7 | 51.22% | +4.45% | -11.22% | +18.78% | 2.94% | 07:18 | 00:55 | 01:58 | 02:29 | 12:10 | 28:17 | 10:12 | 07:33 |
 | Silver Edge | 8 | 7.77% | 60.8 | 75.00% | +28.68% | +25.00% | -25.00% | 0.00% | 34:10 | 28:21 | 31:26 | 32:52 | 36:16 | 41:17 | 04:50 | 03:34 |
 | Crystalys | 8 | 7.77% | 58.8 | 75.00% | +28.68% | +25.00% | -25.00% | 0.00% | 33:55 | 27:19 | 31:26 | 32:46 | 36:16 | 40:48 | 04:50 | 03:34 |
 | Black King Bar | 8 | 7.77% | 56.9 | 75.00% | +28.68% | -25.00% | -25.00% | 0.00% | 41:14 | 31:18 | 31:48 | 34:08 | 42:34 | 1:10:33 | 10:46 | 07:58 |
 | Magic Wand | 69 | 66.99% | 54.9 | 46.38% | -6.56% | +6.56% | -16.97% | -1.82% | 08:40 | -01:29 | 01:35 | 08:48 | 14:30 | 23:46 | 12:55 | 09:34 |
 | Blink Dagger | 13 | 12.62% | 52.9 | 61.54% | +14.87% | +5.13% | +5.13% | 0.00% | 36:26 | 24:58 | 27:49 | 33:00 | 45:27 | 53:48 | 17:38 | 13:03 |
 | Skull Basher | 18 | 17.48% | 51.0 | 55.56% | +8.50% | +24.44% | -5.56% | -3.54% | 34:42 | 23:50 | 29:25 | 32:04 | 37:53 | 53:22 | 08:28 | 06:16 |
 | Shadow Blade | 9 | 8.74% | 49.0 | 66.67% | +19.86% | +33.33% | -16.67% | 0.00% | 30:55 | 25:31 | 27:56 | 29:45 | 33:57 | 37:43 | 06:01 | 04:27 |
 | Monkey King Bar | 21 | 20.39% | 47.1 | 52.38% | +4.82% | +7.62% | -12.38% | -2.13% | 33:44 | 24:26 | 28:25 | 33:00 | 37:49 | 43:56 | 09:24 | 06:57 |
 | Aghanim's Shard | 24 | 23.30% | 45.1 | 50.00% | +1.90% | -33.33% | +16.67% | 6.20% | 35:14 | 16:27 | 31:13 | 34:42 | 39:17 | 51:38 | 08:04 | 05:58 |
 | Swift Blink | 7 | 6.80% | 43.1 | 71.43% | +24.55% | -21.43% | -21.43% | 0.00% | 45:32 | 28:21 | 36:51 | 46:59 | 52:31 | 55:09 | 15:40 | 11:36 |
 | Vanguard | 14 | 13.59% | 41.2 | 57.14% | +9.95% | +17.86% | -23.81% | 0.00% | 37:16 | 22:32 | 32:28 | 35:51 | 40:18 | 55:40 | 07:50 | 05:48 |
 | Moon Shard | 5 | 4.85% | 39.2 | 80.00% | +33.06% | +20.00% | +20.00% | 0.00% | 47:29 | 36:07 | 36:07 | 44:07 | 57:18 | 1:02:52 | 21:11 | 15:41 |
 | Ring of Health | 15 | 14.56% | 37.3 | 53.33% | +5.60% | -28.33% | -3.33% | 0.00% | 31:55 | 09:31 | 22:32 | 33:28 | 36:38 | 55:40 | 14:06 | 10:26 |
 | Javelin | 30 | 29.13% | 35.3 | 43.33% | -7.35% | -30.83% | +13.81% | 5.37% | 27:26 | 09:04 | 23:54 | 30:07 | 32:13 | 43:47 | 08:19 | 06:09 |
 | Disperser | 4 | 3.88% | 33.3 | 75.00% | +27.53% | +25.00% | +25.00% | 0.00% | 39:08 | 33:39 | 33:39 | 36:16 | 41:21 | 45:17 | 07:42 | 05:42 |
 | Diffusal Blade | 16 | 15.53% | 31.4 | 43.75% | -5.68% | +6.25% | -18.75% | 0.00% | 22:05 | 16:10 | 19:33 | 21:43 | 24:11 | 28:39 | 04:38 | 03:25 |
 | Phase Boots | 22 | 21.36% | 29.4 | 31.82% | -21.27% | +18.18% | -31.82% | -41.67% | 06:04 | 04:03 | 05:14 | 05:52 | 06:26 | 12:39 | 01:12 | 00:53 |
 | Chainmail | 22 | 21.36% | 27.5 | 31.82% | -21.27% | +18.18% | -11.82% | -21.43% | 04:51 | 03:11 | 04:12 | 04:56 | 05:36 | 06:31 | 01:24 | 01:02 |
 | Boots of Travel | 1 | 0.97% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:48 | 44:48 | 44:48 | 44:48 | 44:48 | 44:48 | 00:00 | 00:00 |
 | Buckler | 1 | 0.97% | 23.5 | 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 |
 | Ring of Protection | 1 | 0.97% | 23.5 | 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 | 0.97% | 19.6 | 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 |
 | Mjollnir | 5 | 4.85% | 17.6 | 40.00% | -8.98% | -40.00% | +60.00% | 0.00% | 28:56 | 26:49 | 26:49 | 28:28 | 29:21 | 32:39 | 02:32 | 01:52 |
 | Maelstrom | 8 | 7.77% | 15.7 | 25.00% | -25.53% | +25.00% | +25.00% | 0.00% | 19:10 | 12:14 | 12:37 | 13:14 | 20:18 | 36:01 | 07:41 | 05:41 |
 | Ring of Basilius | 2 | 1.94% | 13.7 | 50.00% | +1.49% | +50.00% | 0.00% | 0.00% | 07:46 | 06:26 | 06:26 | 09:06 | 09:06 | 09:06 | 02:40 | 01:58 |
 | Radiance | 2 | 1.94% | 11.8 | 50.00% | +1.49% | -50.00% | 0.00% | 0.00% | 13:46 | 12:49 | 12:49 | 14:43 | 14:43 | 14:43 | 01:54 | 01:24 |
 | Void Stone | 3 | 2.91% | 9.8 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 12:00 | 09:35 | 09:35 | 10:00 | 16:25 | 16:25 | 06:50 | 05:03 |
 | Hand of Midas | 2 | 1.94% | 7.8 | 0.00% | -49.50% | 0.00% | 0.00% | 0.00% | 12:30 | 11:27 | 11:27 | 13:32 | 13:32 | 13:32 | 02:05 | 01:32 |
 | Fluffy Hat | 2 | 1.94% | 5.9 | 0.00% | -49.50% | 0.00% | 0.00% | 0.00% | 09:24 | 06:37 | 06:37 | 12:10 | 12:10 | 12:10 | 05:33 | 04:06 |
 | Falcon Blade | 1 | 0.97% | 3.9 | 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 |
 | Refresher Orb | 2 | 1.94% | 2.0 | 0.00% | -49.50% | 0.00% | 0.00% | 0.00% | 50:00 | 46:18 | 46:18 | 53:41 | 53:41 | 53:41 | 07:23 | 05:28 |