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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 | |
 | Satanic | 13 | 21.67% | 100.0 | 69.23% | +35.19% | +30.77% | -35.90% | -12.09% | 35:40 | 29:15 | 32:45 | 33:40 | 38:16 | 43:04 | 05:31 | 04:05 |
 | Butterfly | 8 | 13.33% | 98.0 | 75.00% | +38.46% | +25.00% | -25.00% | 0.00% | 32:31 | 25:53 | 26:31 | 29:55 | 34:44 | 42:31 | 08:13 | 06:05 |
 | Silver Edge | 34 | 56.67% | 96.1 | 52.94% | +26.02% | +24.84% | -15.44% | -6.44% | 27:45 | 21:14 | 24:18 | 27:26 | 30:33 | 35:25 | 06:15 | 04:37 |
 | Morbid Mask | 39 | 65.00% | 94.1 | 51.28% | +27.47% | -11.28% | +18.72% | 2.69% | 16:05 | 05:56 | 08:49 | 10:59 | 19:58 | 40:24 | 11:09 | 08:15 |
 | Shadow Blade | 35 | 58.33% | 92.2 | 51.43% | +23.43% | +15.24% | +4.13% | -1.97% | 24:40 | 15:18 | 21:36 | 23:58 | 27:15 | 35:17 | 05:39 | 04:11 |
 | Crystalys | 46 | 76.67% | 90.2 | 47.83% | +26.40% | +35.50% | -20.56% | -9.84% | 25:21 | 16:34 | 22:32 | 24:25 | 28:14 | 45:20 | 05:42 | 04:13 |
 | Dragon Lance | 56 | 93.33% | 88.2 | 42.86% | +17.86% | +7.14% | 0.00% | -2.88% | 12:17 | 08:36 | 11:01 | 12:02 | 13:30 | 15:46 | 02:29 | 01:50 |
 | Magic Stick | 56 | 93.33% | 86.3 | 42.86% | +17.86% | +14.28% | +7.14% | -2.60% | 02:17 | -01:29 | -01:28 | 02:24 | 04:13 | 12:40 | 05:41 | 04:12 |
 | Magic Wand | 56 | 93.33% | 84.3 | 42.86% | +17.86% | 0.00% | 0.00% | 0.00% | 05:48 | 00:51 | 04:25 | 05:19 | 06:45 | 21:08 | 02:20 | 01:43 |
 | Black King Bar | 54 | 90.00% | 82.4 | 42.59% | +9.26% | -14.02% | -11.82% | 0.54% | 20:38 | 15:18 | 17:57 | 19:33 | 22:00 | 31:38 | 04:03 | 03:00 |
 | Boots of Speed | 60 | 100.00% | 80.4 | 41.67% | +41.67% | -15.00% | -1.67% | 11.76% | 03:11 | 01:28 | 02:34 | 03:10 | 03:42 | 05:04 | 01:08 | 00:50 |
 | Power Treads | 59 | 98.33% | 78.4 | 40.68% | -59.32% | +5.99% | -7.35% | -11.43% | 07:01 | 04:32 | 06:30 | 07:08 | 07:40 | 09:11 | 01:10 | 00:51 |
 | Hurricane Pike | 36 | 60.00% | 76.5 | 44.44% | +6.94% | 0.00% | +22.23% | 2.29% | 24:29 | 14:31 | 18:15 | 22:51 | 27:57 | 48:59 | 09:42 | 07:11 |
 | Force Staff | 35 | 58.33% | 74.5 | 42.86% | +2.86% | +1.58% | +23.81% | 2.15% | 24:01 | 13:37 | 17:31 | 22:51 | 27:50 | 48:41 | 10:19 | 07:38 |
 | Bottle | 30 | 50.00% | 72.5 | 43.33% | +3.33% | +19.17% | -0.47% | -19.64% | 02:58 | 00:49 | 01:31 | 01:35 | 01:44 | 42:25 | 00:13 | 00:09 |
 | Fluffy Hat | 37 | 61.67% | 70.6 | 40.54% | -2.94% | +3.90% | +26.13% | 2.00% | 22:00 | 04:11 | 15:31 | 20:56 | 26:38 | 48:40 | 11:07 | 08:14 |
 | Mask of Madness | 28 | 46.67% | 68.6 | 42.86% | +2.23% | -14.29% | -14.29% | 0.00% | 11:08 | 07:34 | 10:10 | 10:46 | 12:16 | 15:23 | 02:06 | 01:33 |
 | Quelling Blade | 11 | 18.33% | 66.7 | 54.55% | +15.77% | -21.22% | +12.12% | 33.34% | 02:51 | -01:29 | -01:29 | -01:29 | 01:20 | 16:49 | 02:49 | 02:05 |
 | Ring of Basilius | 9 | 15.00% | 64.7 | 55.56% | +16.34% | +44.44% | -5.56% | 0.00% | 03:44 | 01:42 | 01:45 | 02:43 | 04:42 | 09:52 | 02:57 | 02:11 |
 | Aghanim's Scepter | 4 | 6.67% | 62.7 | 75.00% | +35.71% | -75.00% | +25.00% | 0.00% | 44:30 | 24:48 | 24:48 | 38:47 | 50:35 | 1:03:50 | 25:47 | 19:05 |
 | Blink Dagger | 19 | 31.67% | 60.8 | 42.11% | +0.65% | -22.11% | -2.11% | 2.14% | 29:21 | 11:10 | 24:17 | 30:23 | 33:38 | 45:40 | 09:21 | 06:55 |
 | Boots of Travel | 2 | 3.33% | 58.8 | 100.00% | +60.34% | 0.00% | 0.00% | 0.00% | 38:08 | 30:52 | 30:52 | 45:23 | 45:23 | 45:23 | 14:31 | 10:45 |
 | Arcane Blink | 13 | 21.67% | 56.9 | 46.15% | +5.72% | -12.82% | +20.52% | 2.41% | 37:24 | 26:44 | 29:55 | 35:46 | 43:46 | 50:06 | 13:51 | 10:15 |
 | Eye of Skadi | 5 | 8.33% | 54.9 | 60.00% | +20.00% | +40.00% | +40.00% | 0.00% | 36:03 | 31:18 | 31:18 | 36:09 | 38:58 | 39:34 | 07:40 | 05:40 |
 | Refresher Orb | 9 | 15.00% | 52.9 | 44.44% | +3.26% | +5.56% | +55.56% | 0.00% | 43:34 | 32:37 | 36:48 | 43:40 | 45:51 | 59:39 | 09:03 | 06:42 |
 | Wind Lace | 13 | 21.67% | 51.0 | 38.46% | -4.09% | -5.13% | -38.46% | -9.05% | 06:54 | 03:53 | 04:09 | 06:09 | 07:50 | 12:56 | 03:41 | 02:43 |
 | Daedalus | 10 | 16.67% | 49.0 | 40.00% | -2.00% | +26.67% | -40.00% | -16.20% | 30:58 | 22:09 | 27:30 | 28:34 | 31:37 | 44:48 | 04:07 | 03:02 |
 | Ring of Health | 10 | 16.67% | 47.1 | 40.00% | -2.00% | -6.67% | +10.00% | 1.92% | 40:34 | 28:41 | 35:25 | 41:38 | 44:06 | 49:40 | 08:41 | 06:25 |
 | Void Stone | 10 | 16.67% | 47.1 | 40.00% | -2.00% | -6.67% | +10.00% | 1.92% | 40:34 | 28:41 | 35:25 | 41:38 | 44:06 | 49:40 | 08:41 | 06:25 |
 | Wraith Band | 11 | 18.33% | 43.1 | 36.36% | -6.50% | -3.03% | -3.03% | 0.00% | 03:43 | 01:57 | 02:09 | 03:11 | 03:40 | 08:11 | 01:31 | 01:07 |
 | Aghanim's Shard | 12 | 20.00% | 41.2 | 33.33% | -10.42% | 0.00% | +33.34% | 4.49% | 39:43 | 19:07 | 34:42 | 38:35 | 42:08 | 1:09:52 | 07:26 | 05:30 |
 | Yasha | 8 | 13.33% | 39.2 | 37.50% | -4.81% | +62.50% | -37.50% | 0.00% | 15:41 | 13:33 | 14:46 | 15:05 | 16:02 | 18:34 | 01:16 | 00:56 |
 | Boots of Travel 2 | 1 | 1.67% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:49 | 1:08:49 | 1:08:49 | 1:08:49 | 1:08:49 | 1:08:49 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 1.67% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:24 | 37:24 | 37:24 | 37:24 | 37:24 | 37:24 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.67% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:50 | 1:03:50 | 1:03:50 | 1:03:50 | 1:03:50 | 1:03:50 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.67% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:19 | 34:19 | 34:19 | 34:19 | 34:19 | 34:19 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.67% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:44 | 41:44 | 41:44 | 41:44 | 41:44 | 41:44 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.67% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:22 | 32:22 | 32:22 | 32:22 | 32:22 | 32:22 | 00:00 | 00:00 |
 | Nullifier | 1 | 1.67% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:48 | 33:48 | 33:48 | 33:48 | 33:48 | 33:48 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.67% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:08 | 35:08 | 35:08 | 35:08 | 35:08 | 35:08 | 00:00 | 00:00 |
 | Buckler | 1 | 1.67% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:20 | 34:20 | 34:20 | 34:20 | 34:20 | 34:20 | 00:00 | 00:00 |
 | Sange | 1 | 1.67% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 00:00 | 00:00 |
 | Manta Style | 7 | 11.67% | 17.6 | 28.57% | -14.83% | +71.43% | -28.57% | 0.00% | 19:40 | 17:25 | 17:41 | 19:57 | 20:06 | 22:48 | 02:25 | 01:47 |
 | Scythe of Vyse | 2 | 3.33% | 15.7 | 50.00% | +8.62% | +50.00% | 0.00% | 0.00% | 49:20 | 48:00 | 48:00 | 50:39 | 50:39 | 50:39 | 02:39 | 01:57 |
 | Linken's Sphere | 3 | 5.00% | 13.7 | 33.33% | -8.78% | +66.67% | 0.00% | 0.00% | 42:04 | 40:27 | 40:27 | 41:52 | 43:54 | 43:54 | 03:27 | 02:33 |
 | Aether Lens | 1 | 1.67% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:04 | 47:04 | 47:04 | 47:04 | 47:04 | 47:04 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.67% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:04 | 47:04 | 47:04 | 47:04 | 47:04 | 47:04 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.67% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:47 | 39:47 | 39:47 | 39:47 | 39:47 | 39:47 | 00:00 | 00:00 |
 | Javelin | 1 | 1.67% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 00:00 | 00:00 |
 | Falcon Blade | 2 | 3.33% | 3.9 | 0.00% | -43.10% | 0.00% | 0.00% | 0.00% | 07:47 | 06:14 | 06:14 | 09:20 | 09:20 | 09:20 | 03:06 | 02:17 |
 | Bracer | 1 | 1.67% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:57 | 04:57 | 04:57 | 04:57 | 04:57 | 04:57 | 00:00 | 00:00 |