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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 | |
 | Crystalys | 29 | 34.12% | 100.0 | 68.97% | +22.54% | +16.74% | -11.83% | -5.66% | 28:25 | 17:02 | 25:42 | 29:04 | 30:45 | 37:23 | 05:03 | 03:44 |
 | Butterfly | 43 | 50.59% | 97.6 | 62.79% | +17.55% | +9.94% | +0.85% | -1.16% | 27:04 | 18:57 | 22:05 | 26:41 | 29:57 | 49:27 | 07:52 | 05:49 |
 | Eye of Skadi | 65 | 76.47% | 95.1 | 58.46% | +18.46% | +10.29% | -14.71% | -6.55% | 23:43 | 18:21 | 20:58 | 22:28 | 24:47 | 45:36 | 03:49 | 02:49 |
 | Javelin | 22 | 25.88% | 92.7 | 68.18% | +18.97% | +15.15% | -8.18% | -5.38% | 28:16 | 18:11 | 24:37 | 26:53 | 28:57 | 44:49 | 04:20 | 03:12 |
 | Daedalus | 22 | 25.88% | 90.2 | 68.18% | +18.97% | -1.51% | -48.18% | -9.33% | 31:43 | 20:39 | 29:56 | 32:01 | 34:56 | 40:43 | 05:00 | 03:42 |
 | Magic Stick | 75 | 88.24% | 87.8 | 56.00% | +16.00% | -3.37% | +1.89% | 1.11% | 03:50 | -01:29 | 01:27 | 02:56 | 06:12 | 12:38 | 04:45 | 03:31 |
 | Manta Style | 63 | 74.12% | 85.4 | 57.14% | +11.69% | +11.61% | -19.64% | -16.59% | 15:54 | 12:48 | 14:38 | 15:20 | 16:31 | 23:23 | 01:53 | 01:23 |
 | Power Treads | 84 | 98.82% | 82.9 | 54.76% | +54.76% | -7.14% | -2.38% | 2.91% | 07:41 | 05:27 | 06:43 | 07:31 | 08:21 | 13:23 | 01:38 | 01:12 |
 | Yasha | 84 | 98.82% | 80.5 | 54.76% | +54.76% | +7.14% | -11.90% | -12.55% | 11:58 | 09:08 | 11:06 | 11:46 | 12:37 | 18:04 | 01:31 | 01:07 |
 | Boots of Speed | 85 | 100.00% | 78.0 | 54.12% | +54.12% | +7.78% | -11.26% | -12.84% | 04:50 | 02:06 | 03:52 | 04:34 | 05:21 | 10:57 | 01:29 | 01:05 |
 | Wraith Band | 84 | 98.82% | 75.6 | 53.57% | -46.43% | +8.33% | -25.00% | -33.33% | 02:22 | 00:49 | 01:45 | 02:01 | 02:36 | 05:57 | 00:51 | 00:37 |
 | Blink Dagger | 7 | 8.24% | 73.2 | 85.71% | +34.43% | +14.29% | +14.29% | 0.00% | 31:44 | 27:35 | 28:00 | 29:52 | 31:05 | 44:01 | 03:05 | 02:17 |
 | Magic Wand | 64 | 75.29% | 70.7 | 54.69% | +2.31% | -10.94% | -4.69% | 1.02% | 08:08 | 02:08 | 03:59 | 07:06 | 10:08 | 20:55 | 06:09 | 04:33 |
 | Monkey King Bar | 17 | 20.00% | 68.3 | 64.71% | +13.24% | +10.29% | -39.71% | -11.95% | 27:58 | 22:44 | 25:45 | 28:23 | 29:56 | 32:32 | 04:11 | 03:05 |
 | Quelling Blade | 33 | 38.82% | 65.9 | 54.55% | +0.70% | -4.55% | +7.95% | 12.50% | -00:01 | -01:29 | -01:29 | -01:29 | 01:13 | 07:30 | 02:42 | 02:00 |
 | Divine Rapier | 12 | 14.12% | 63.4 | 66.67% | +14.62% | +33.33% | 0.00% | -2.59% | 36:41 | 23:17 | 29:17 | 35:17 | 42:10 | 51:52 | 12:53 | 09:32 |
 | Aghanim's Shard | 10 | 11.76% | 61.0 | 70.00% | +18.00% | -3.33% | +30.00% | 0.00% | 35:05 | 21:55 | 24:29 | 34:34 | 44:03 | 51:11 | 19:34 | 14:29 |
 | Swift Blink | 3 | 3.53% | 58.5 | 100.00% | +47.56% | 0.00% | 0.00% | 0.00% | 38:56 | 34:30 | 34:30 | 37:38 | 44:40 | 44:40 | 10:10 | 07:31 |
 | Mjollnir | 3 | 3.53% | 56.1 | 100.00% | +47.56% | 0.00% | 0.00% | 0.00% | 36:06 | 32:42 | 32:42 | 34:47 | 40:50 | 40:50 | 08:08 | 06:01 |
 | Black King Bar | 23 | 27.06% | 53.7 | 47.83% | -8.62% | +18.84% | +2.17% | -1.87% | 31:37 | 21:32 | 26:38 | 31:34 | 35:32 | 44:23 | 08:54 | 06:35 |
 | Dragon Lance | 10 | 11.76% | 51.2 | 60.00% | +6.67% | +6.67% | -60.00% | 0.00% | 21:04 | 13:13 | 15:22 | 19:38 | 24:51 | 32:00 | 09:29 | 07:01 |
 | Sange and Yasha | 19 | 22.35% | 48.8 | 47.37% | -8.69% | +32.63% | -27.37% | -37.11% | 15:53 | 13:30 | 14:31 | 15:19 | 16:08 | 22:36 | 01:37 | 01:11 |
 | Sange | 19 | 22.35% | 46.3 | 47.37% | -8.69% | +32.63% | -27.37% | -32.14% | 15:37 | 13:13 | 14:08 | 15:19 | 16:00 | 22:05 | 01:52 | 01:22 |
 | Wind Lace | 14 | 16.47% | 43.9 | 50.00% | -4.93% | +25.00% | -50.00% | -15.36% | 10:00 | 05:40 | 07:20 | 09:04 | 12:13 | 15:44 | 04:53 | 03:37 |
 | Hurricane Pike | 6 | 7.06% | 41.5 | 66.67% | +13.51% | +33.33% | +33.33% | 0.00% | 27:02 | 19:52 | 25:31 | 28:10 | 28:55 | 31:20 | 03:24 | 02:31 |
 | Satanic | 4 | 4.71% | 39.0 | 75.00% | +21.91% | +25.00% | -75.00% | 0.00% | 39:14 | 31:42 | 31:42 | 37:33 | 40:57 | 46:43 | 09:15 | 06:51 |
 | Maelstrom | 4 | 4.71% | 36.6 | 75.00% | +21.91% | +25.00% | +25.00% | 0.00% | 34:34 | 28:50 | 28:50 | 34:16 | 36:04 | 39:07 | 07:14 | 05:21 |
 | Aghanim's Scepter | 2 | 2.35% | 34.1 | 100.00% | +46.99% | 0.00% | 0.00% | 0.00% | 42:16 | 24:07 | 24:07 | 60:25 | 60:25 | 60:25 | 36:18 | 26:53 |
 | Force Staff | 7 | 8.24% | 31.7 | 57.14% | +3.29% | -7.14% | -7.14% | 0.00% | 25:05 | 18:19 | 19:36 | 27:27 | 27:38 | 30:52 | 08:02 | 05:57 |
 | Morbid Mask | 8 | 9.41% | 29.3 | 50.00% | -4.55% | -50.00% | 0.00% | 0.00% | 23:43 | 07:31 | 08:09 | 09:57 | 37:13 | 46:33 | 29:04 | 21:31 |
 | Moon Shard | 3 | 3.53% | 26.8 | 66.67% | +13.01% | -66.67% | 0.00% | 0.00% | 39:54 | 31:35 | 31:35 | 31:58 | 56:08 | 56:08 | 24:33 | 18:11 |
 | Falcon Blade | 1 | 1.18% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:03 | 08:03 | 08:03 | 08:03 | 08:03 | 08:03 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 1.18% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:15 | 07:15 | 07:15 | 07:15 | 07:15 | 07:15 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.18% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:25 | 60:25 | 60:25 | 60:25 | 60:25 | 60:25 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 1.18% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:35 | 30:35 | 30:35 | 30:35 | 30:35 | 30:35 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.18% | 14.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:16 | 04:16 | 04:16 | 04:16 | 04:16 | 04:16 | 00:00 | 00:00 |
 | Hand of Midas | 5 | 5.88% | 12.2 | 40.00% | -15.00% | +60.00% | +60.00% | 0.00% | 10:02 | 08:03 | 08:03 | 10:21 | 10:36 | 11:03 | 02:33 | 01:53 |
 | Mask of Madness | 4 | 4.71% | 9.8 | 25.00% | -30.56% | -25.00% | +75.00% | 0.00% | 10:13 | 09:36 | 09:36 | 09:54 | 10:34 | 10:49 | 00:58 | 00:42 |
 | Chainmail | 1 | 1.18% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:34 | 11:34 | 11:34 | 11:34 | 11:34 | 11:34 | 00:00 | 00:00 |
 | Phase Boots | 1 | 1.18% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:20 | 12:20 | 12:20 | 12:20 | 12:20 | 12:20 | 00:00 | 00:00 |
 | Bottle | 1 | 1.18% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:57 | 01:57 | 01:57 | 01:57 | 01:57 | 01:57 | 00:00 | 00:00 |