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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 | 16 | 30.77% | 100.0 | 62.50% | +29.17% | -12.50% | -12.50% | 0.00% | 33:16 | 25:31 | 29:15 | 32:25 | 36:10 | 46:28 | 06:55 | 05:07 |
 | Dragon Lance | 47 | 90.38% | 97.5 | 46.81% | +46.81% | +19.86% | +11.52% | -4.24% | 12:20 | 08:50 | 11:27 | 12:48 | 13:25 | 15:27 | 01:58 | 01:27 |
 | Sange and Yasha | 3 | 5.77% | 95.0 | 100.00% | +61.22% | 0.00% | 0.00% | 0.00% | 26:32 | 23:59 | 23:59 | 24:07 | 31:31 | 31:31 | 07:32 | 05:34 |
 | Sange | 3 | 5.77% | 92.5 | 100.00% | +61.22% | 0.00% | 0.00% | 0.00% | 24:58 | 20:48 | 20:48 | 22:56 | 31:11 | 31:11 | 10:23 | 07:41 |
 | Eye of Skadi | 20 | 38.46% | 90.0 | 55.00% | +20.62% | +5.00% | -15.00% | -3.63% | 27:59 | 23:24 | 24:30 | 26:23 | 30:01 | 38:21 | 05:31 | 04:05 |
 | Morbid Mask | 43 | 82.69% | 87.5 | 46.51% | +24.29% | -1.06% | +17.13% | 7.37% | 12:19 | 05:57 | 07:19 | 08:05 | 09:47 | 35:54 | 02:28 | 01:49 |
 | Magic Wand | 41 | 78.85% | 85.0 | 46.34% | +19.07% | -6.34% | -6.34% | 0.00% | 04:21 | -01:29 | -01:29 | 03:24 | 05:59 | 19:04 | 07:28 | 05:31 |
 | Quelling Blade | 28 | 53.85% | 82.5 | 50.00% | +16.67% | -21.43% | +7.14% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Magic Stick | 36 | 69.23% | 80.0 | 47.22% | +15.97% | -2.78% | -2.78% | 0.00% | -00:07 | -01:30 | -01:29 | -01:29 | -01:28 | 18:39 | 00:01 | 00:00 |
 | Hurricane Pike | 7 | 13.46% | 77.5 | 71.43% | +33.65% | -21.43% | -21.43% | 0.00% | 32:27 | 23:09 | 26:35 | 31:31 | 32:19 | 44:43 | 05:44 | 04:14 |
 | Yasha | 21 | 40.38% | 75.0 | 52.38% | +16.90% | -12.38% | +7.62% | 8.51% | 15:21 | 08:43 | 13:08 | 14:09 | 15:29 | 23:49 | 02:21 | 01:44 |
 | Power Treads | 51 | 98.08% | 72.5 | 43.14% | +43.14% | -12.37% | +3.01% | 9.82% | 06:18 | 03:33 | 05:27 | 06:11 | 07:01 | 12:02 | 01:34 | 01:09 |
 | Black King Bar | 49 | 94.23% | 70.0 | 42.86% | +9.53% | +7.14% | -26.19% | -15.04% | 18:50 | 14:41 | 17:19 | 18:05 | 19:32 | 32:22 | 02:13 | 01:38 |
 | Boots of Speed | 52 | 100.00% | 67.5 | 42.31% | +42.31% | -11.54% | +19.23% | 11.91% | 04:06 | 01:30 | 02:38 | 04:04 | 05:13 | 07:44 | 02:35 | 01:54 |
 | Fluffy Hat | 8 | 15.38% | 65.0 | 62.50% | +23.86% | -12.50% | -12.50% | 0.00% | 32:55 | 22:55 | 26:10 | 31:00 | 39:22 | 44:42 | 13:12 | 09:46 |
 | Force Staff | 8 | 15.38% | 62.5 | 62.50% | +23.86% | -12.50% | -12.50% | 0.00% | 32:58 | 22:55 | 26:11 | 31:19 | 39:22 | 44:43 | 13:11 | 09:45 |
 | Mask of Madness | 34 | 65.38% | 60.0 | 41.18% | -3.26% | -7.85% | +21.32% | 16.99% | 10:43 | 08:41 | 09:23 | 09:47 | 11:06 | 24:39 | 01:43 | 01:16 |
 | Shadow Blade | 11 | 21.15% | 57.5 | 54.55% | +15.53% | +12.12% | -21.22% | -4.50% | 30:06 | 23:16 | 25:27 | 26:52 | 32:52 | 41:27 | 07:25 | 05:29 |
 | Silver Edge | 11 | 21.15% | 55.0 | 54.55% | +15.53% | +12.12% | -21.22% | -3.24% | 30:55 | 25:15 | 26:13 | 27:29 | 36:31 | 41:28 | 10:18 | 07:37 |
 | Crystalys | 30 | 57.69% | 52.5 | 40.00% | -5.45% | +22.50% | -11.43% | -4.19% | 27:15 | 19:54 | 22:33 | 25:18 | 30:39 | 41:28 | 08:06 | 06:00 |
 | Manta Style | 16 | 30.77% | 50.0 | 43.75% | +2.08% | -18.75% | +31.25% | 7.71% | 19:37 | 12:10 | 15:57 | 17:08 | 22:26 | 29:56 | 06:29 | 04:48 |
 | Linken's Sphere | 2 | 3.85% | 47.5 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 35:52 | 22:11 | 22:11 | 49:32 | 49:32 | 49:32 | 27:21 | 20:15 |
 | Aghanim's Shard | 26 | 50.00% | 45.0 | 34.62% | -15.38% | -6.05% | -1.29% | 0.63% | 27:19 | 18:17 | 23:12 | 27:24 | 30:43 | 39:27 | 07:31 | 05:34 |
 | Daedalus | 8 | 15.38% | 42.5 | 50.00% | +9.09% | 0.00% | -50.00% | 0.00% | 32:04 | 24:03 | 29:19 | 30:26 | 31:32 | 40:32 | 02:13 | 01:38 |
 | Butterfly | 9 | 17.31% | 40.0 | 44.44% | +2.58% | -44.44% | +55.56% | 7.84% | 31:11 | 18:56 | 20:28 | 28:39 | 33:13 | 56:11 | 12:45 | 09:26 |
 | Wind Lace | 10 | 19.23% | 37.5 | 40.00% | -2.86% | +26.67% | -40.00% | -18.87% | 12:56 | 04:27 | 09:04 | 11:31 | 12:36 | 29:55 | 03:32 | 02:37 |
 | Wraith Band | 8 | 15.38% | 35.0 | 37.50% | -5.68% | -37.50% | +12.50% | 0.00% | 02:16 | 01:28 | 01:39 | 02:13 | 02:21 | 03:33 | 00:42 | 00:31 |
 | Void Stone | 4 | 7.69% | 32.5 | 50.00% | +8.33% | +50.00% | +50.00% | 0.00% | 34:18 | 22:08 | 22:08 | 29:02 | 38:27 | 47:33 | 16:19 | 12:05 |
 | Ring of Health | 4 | 7.69% | 30.0 | 50.00% | +8.33% | +50.00% | +50.00% | 0.00% | 34:11 | 21:40 | 21:40 | 29:02 | 38:27 | 47:33 | 16:47 | 12:25 |
 | Moon Shard | 1 | 1.92% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:41 | 37:41 | 37:41 | 37:41 | 37:41 | 37:41 | 00:00 | 00:00 |
 | Swift Blink | 1 | 1.92% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 1.92% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:50 | 34:50 | 34:50 | 34:50 | 34:50 | 34:50 | 00:00 | 00:00 |
 | Javelin | 1 | 1.92% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:12 | 33:12 | 33:12 | 33:12 | 33:12 | 33:12 | 00:00 | 00:00 |
 | Divine Rapier | 3 | 5.77% | 17.5 | 0.00% | -44.90% | 0.00% | 0.00% | 0.00% | 42:41 | 34:00 | 34:00 | 41:43 | 52:19 | 52:19 | 18:19 | 13:34 |
 | Assault Cuirass | 1 | 1.92% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:04 | 27:04 | 27:04 | 27:04 | 27:04 | 27:04 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.92% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:41 | 38:41 | 38:41 | 38:41 | 38:41 | 38:41 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.92% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:56 | 22:56 | 22:56 | 22:56 | 22:56 | 22:56 | 00:00 | 00:00 |
 | Buckler | 1 | 1.92% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:59 | 24:59 | 24:59 | 24:59 | 24:59 | 24:59 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.92% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:58 | 24:58 | 24:58 | 24:58 | 24:58 | 24:58 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 1.92% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:29 | 33:29 | 33:29 | 33:29 | 33:29 | 33:29 | 00:00 | 00:00 |