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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 | |
 | Linken's Sphere | 9 | 20.00% | 100.0 | 77.78% | +33.34% | -27.78% | -27.78% | 0.00% | 20:24 | 13:09 | 13:47 | 15:40 | 19:05 | 41:37 | 05:18 | 03:55 |
 | Magic Wand | 43 | 95.56% | 97.6 | 53.49% | +53.49% | +10.15% | +1.06% | -1.36% | 06:21 | -01:29 | 03:24 | 05:29 | 10:05 | 17:53 | 06:41 | 04:57 |
 | Power Treads | 45 | 100.00% | 95.1 | 51.11% | +51.11% | -5.66% | -14.75% | -3.19% | 07:31 | 05:10 | 06:00 | 07:22 | 08:51 | 11:20 | 02:51 | 02:06 |
 | Boots of Speed | 45 | 100.00% | 92.7 | 51.11% | +51.11% | +3.44% | +3.44% | 0.00% | 05:21 | 01:59 | 04:02 | 05:29 | 06:44 | 08:33 | 02:42 | 02:00 |
 | Void Stone | 10 | 22.22% | 90.2 | 70.00% | +24.29% | -3.33% | -20.00% | 0.00% | 22:16 | 08:45 | 09:37 | 10:40 | 34:51 | 1:08:48 | 25:14 | 18:41 |
 | Ring of Health | 10 | 22.22% | 87.8 | 70.00% | +24.29% | +30.00% | -20.00% | 0.00% | 18:20 | 02:49 | 03:26 | 07:52 | 34:24 | 1:08:48 | 30:58 | 22:56 |
 | Crystalys | 25 | 55.56% | 85.4 | 56.00% | +11.00% | +10.67% | -22.67% | -3.66% | 35:31 | 24:09 | 30:10 | 35:17 | 39:16 | 48:13 | 09:06 | 06:44 |
 | Fluffy Hat | 21 | 46.67% | 82.9 | 57.14% | +11.31% | -17.14% | -17.14% | 0.00% | 08:04 | 01:04 | 04:26 | 07:25 | 09:35 | 37:29 | 05:09 | 03:48 |
 | Eye of Skadi | 26 | 57.78% | 80.5 | 53.85% | +6.48% | +31.86% | -53.85% | -10.78% | 29:21 | 17:47 | 25:17 | 27:47 | 33:14 | 45:50 | 07:57 | 05:53 |
 | Dragon Lance | 15 | 33.33% | 78.0 | 60.00% | +13.33% | +15.00% | -10.00% | -6.67% | 13:32 | 10:56 | 11:17 | 13:05 | 15:02 | 17:33 | 03:45 | 02:46 |
 | Satanic | 13 | 28.89% | 75.6 | 61.54% | +14.66% | +38.46% | -61.54% | -12.42% | 39:33 | 27:35 | 32:42 | 36:39 | 40:45 | 1:02:54 | 08:03 | 05:57 |
 | Magic Stick | 37 | 82.22% | 73.2 | 48.65% | -13.85% | -4.21% | -4.21% | 0.00% | 01:22 | -01:29 | -01:29 | -01:29 | 02:09 | 17:06 | 03:38 | 02:41 |
 | Falcon Blade | 20 | 44.44% | 70.7 | 55.00% | +7.00% | -15.00% | +5.00% | 4.98% | 08:02 | 03:54 | 06:07 | 08:10 | 10:08 | 11:14 | 04:01 | 02:58 |
 | Aghanim's Scepter | 20 | 44.44% | 68.3 | 55.00% | +7.00% | -15.00% | +5.00% | 3.02% | 27:00 | 21:31 | 22:51 | 26:33 | 29:29 | 34:57 | 06:38 | 04:54 |
 | Yasha | 41 | 91.11% | 65.9 | 46.34% | -53.66% | +13.66% | +3.66% | -2.91% | 14:32 | 10:50 | 12:44 | 14:11 | 16:10 | 19:35 | 03:26 | 02:32 |
 | Daedalus | 16 | 35.56% | 63.4 | 56.25% | +7.97% | +18.75% | -31.25% | -6.59% | 38:34 | 26:55 | 34:03 | 36:54 | 41:38 | 48:26 | 07:35 | 05:37 |
 | Wind Lace | 7 | 15.56% | 61.0 | 71.43% | +24.06% | -21.43% | -21.43% | 0.00% | 11:43 | 06:09 | 07:20 | 08:58 | 16:14 | 18:30 | 08:54 | 06:35 |
 | Manta Style | 34 | 75.56% | 58.5 | 44.12% | -28.61% | +11.44% | -19.12% | -6.72% | 19:18 | 14:47 | 16:50 | 18:39 | 21:23 | 28:32 | 04:33 | 03:22 |
 | Black King Bar | 34 | 75.56% | 56.1 | 44.12% | -28.61% | -10.79% | +5.88% | 2.19% | 26:26 | 19:29 | 22:14 | 25:41 | 29:51 | 36:05 | 07:37 | 05:38 |
 | Sange | 6 | 13.33% | 53.7 | 66.67% | +17.95% | -16.67% | +33.33% | 0.00% | 20:39 | 13:34 | 14:53 | 15:29 | 28:50 | 31:16 | 13:57 | 10:20 |
 | Sange and Yasha | 6 | 13.33% | 51.2 | 66.67% | +17.95% | -16.67% | +33.33% | 0.00% | 20:56 | 13:51 | 15:17 | 16:03 | 28:50 | 31:43 | 13:33 | 10:02 |
 | Morbid Mask | 26 | 57.78% | 48.8 | 42.31% | -20.85% | +0.55% | +24.36% | 10.58% | 10:14 | 03:30 | 06:40 | 07:22 | 08:55 | 40:30 | 02:15 | 01:40 |
 | Wraith Band | 26 | 57.78% | 46.3 | 38.46% | -29.96% | -9.89% | -5.13% | 2.98% | 02:52 | 01:12 | 01:46 | 02:09 | 03:22 | 09:00 | 01:36 | 01:11 |
 | Quelling Blade | 10 | 22.22% | 43.9 | 50.00% | -1.43% | +50.00% | -50.00% | 0.00% | -00:59 | -01:29 | -01:29 | -01:29 | -01:29 | 03:30 | 00:00 | 00:00 |
 | Aghanim's Shard | 14 | 31.11% | 41.5 | 42.86% | -11.98% | +32.14% | -42.86% | -3.65% | 28:38 | 15:35 | 20:28 | 25:19 | 41:02 | 49:23 | 20:34 | 15:14 |
 | Force Staff | 5 | 11.11% | 39.0 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 31:43 | 23:02 | 23:02 | 31:21 | 35:51 | 38:32 | 12:49 | 09:29 |
 | Hurricane Pike | 5 | 11.11% | 36.6 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 32:07 | 23:19 | 23:19 | 31:44 | 35:51 | 39:00 | 12:32 | 09:17 |
 | Butterfly | 6 | 13.33% | 34.1 | 50.00% | -1.28% | -50.00% | +50.00% | 0.00% | 33:45 | 29:37 | 30:14 | 34:44 | 36:20 | 36:39 | 06:06 | 04:31 |
 | Shadow Blade | 5 | 11.11% | 31.7 | 40.00% | -12.50% | -40.00% | +60.00% | 0.00% | 36:57 | 32:01 | 32:01 | 36:27 | 38:52 | 45:02 | 06:51 | 05:04 |
 | Silver Edge | 5 | 11.11% | 29.3 | 40.00% | -12.50% | -40.00% | +60.00% | 0.00% | 38:04 | 32:27 | 32:27 | 39:36 | 40:16 | 45:09 | 07:49 | 05:47 |
 | Bottle | 2 | 4.44% | 26.8 | 50.00% | -1.16% | -50.00% | 0.00% | 0.00% | 21:23 | 01:52 | 01:52 | 40:54 | 40:54 | 40:54 | 39:02 | 28:54 |
 | Swift Blink | 2 | 4.44% | 24.4 | 50.00% | -1.16% | -50.00% | 0.00% | 0.00% | 47:12 | 46:55 | 46:55 | 47:29 | 47:29 | 47:29 | 00:34 | 00:25 |
 | Blink Dagger | 3 | 6.67% | 22.0 | 33.33% | -19.05% | -33.33% | 0.00% | 0.00% | 41:55 | 31:51 | 31:51 | 46:39 | 47:16 | 47:16 | 15:25 | 11:25 |
 | Aghanim's Blessing | 4 | 8.89% | 19.5 | 25.00% | -28.66% | -25.00% | -25.00% | 0.00% | 53:52 | 42:48 | 42:48 | 49:22 | 56:09 | 1:07:10 | 13:21 | 09:53 |
 | Mjollnir | 1 | 2.22% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:12 | 32:12 | 32:12 | 32:12 | 32:12 | 32:12 | 00:00 | 00:00 |
 | Javelin | 2 | 4.44% | 14.6 | 0.00% | -53.49% | 0.00% | 0.00% | 0.00% | 49:01 | 29:34 | 29:34 | 1:08:28 | 1:08:28 | 1:08:28 | 38:54 | 28:48 |
 | Maelstrom | 1 | 2.22% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:34 | 29:34 | 29:34 | 29:34 | 29:34 | 29:34 | 00:00 | 00:00 |
 | Mask of Madness | 2 | 4.44% | 9.8 | 0.00% | -53.49% | 0.00% | 0.00% | 0.00% | 28:55 | 28:20 | 28:20 | 29:30 | 29:30 | 29:30 | 01:10 | 00:51 |
 | Monkey King Bar | 1 | 2.22% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:47 | 1:08:47 | 1:08:47 | 1:08:47 | 1:08:47 | 1:08:47 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 4.44% | 4.9 | 0.00% | -53.49% | 0.00% | 0.00% | 0.00% | 57:43 | 46:37 | 46:37 | 1:08:48 | 1:08:48 | 1:08:48 | 22:11 | 16:25 |
 | Moon Shard | 1 | 2.22% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:16 | 60:16 | 60:16 | 60:16 | 60:16 | 60:16 | 00:00 | 00:00 |