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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 | |
 | Shadow Blade | 11 | 19.64% | 100.0 | 90.91% | +48.69% | +9.09% | -24.24% | -10.87% | 32:14 | 24:49 | 29:49 | 32:17 | 32:53 | 40:33 | 03:04 | 02:16 |
 | Silver Edge | 10 | 17.86% | 97.8 | 90.00% | +46.52% | +10.00% | +10.00% | 0.00% | 34:23 | 25:25 | 32:46 | 34:43 | 36:13 | 40:33 | 03:27 | 02:33 |
 | Satanic | 13 | 23.21% | 95.7 | 76.92% | +32.73% | +23.08% | -10.25% | -4.11% | 35:09 | 21:55 | 31:22 | 35:06 | 39:28 | 44:20 | 08:06 | 06:00 |
 | Morbid Mask | 15 | 26.79% | 93.5 | 73.33% | +29.43% | +1.67% | -23.33% | -2.99% | 34:56 | 20:50 | 30:51 | 34:52 | 39:13 | 43:41 | 08:22 | 06:11 |
 | Wraith Band | 17 | 30.36% | 91.3 | 70.59% | +27.00% | +29.41% | -20.59% | -38.46% | 02:43 | 01:24 | 01:36 | 02:07 | 02:54 | 08:10 | 01:18 | 00:57 |
 | Crystalys | 30 | 53.57% | 89.1 | 63.33% | +24.87% | +11.67% | -6.19% | -2.53% | 31:12 | 22:28 | 27:37 | 30:35 | 34:40 | 40:56 | 07:03 | 05:13 |
 | Aghanim's Blessing | 4 | 7.14% | 87.0 | 100.00% | +51.92% | 0.00% | 0.00% | 0.00% | 49:33 | 46:15 | 46:15 | 46:39 | 47:54 | 57:22 | 01:39 | 01:13 |
 | Moon Shard | 4 | 7.14% | 84.8 | 100.00% | +51.92% | 0.00% | 0.00% | 0.00% | 52:32 | 48:48 | 48:48 | 49:18 | 51:06 | 60:56 | 02:18 | 01:42 |
 | Aghanim's Scepter | 4 | 7.14% | 82.6 | 100.00% | +51.92% | 0.00% | 0.00% | 0.00% | 49:33 | 46:15 | 46:15 | 46:39 | 47:54 | 57:22 | 01:39 | 01:13 |
 | Butterfly | 9 | 16.07% | 80.4 | 77.78% | +30.97% | +22.22% | -27.78% | 0.00% | 29:58 | 24:49 | 27:09 | 28:55 | 32:58 | 37:16 | 05:49 | 04:18 |
 | Sange and Yasha | 9 | 16.07% | 78.3 | 77.78% | +30.97% | -77.78% | +22.22% | 0.00% | 28:00 | 12:21 | 14:55 | 28:39 | 32:00 | 1:02:52 | 17:05 | 12:39 |
 | Sange | 9 | 16.07% | 76.1 | 77.78% | +30.97% | -77.78% | +22.22% | 0.00% | 27:17 | 12:21 | 14:33 | 25:11 | 31:43 | 1:02:24 | 17:10 | 12:42 |
 | Ring of Basilius | 30 | 53.57% | 73.9 | 60.00% | +17.69% | +15.00% | -2.86% | -10.61% | 07:36 | 04:59 | 06:30 | 07:16 | 08:11 | 11:59 | 01:41 | 01:14 |
 | Quelling Blade | 52 | 92.86% | 71.7 | 53.85% | +28.85% | -7.70% | -7.70% | 0.00% | -01:14 | -01:29 | -01:29 | -01:29 | -01:29 | 09:10 | 00:00 | 00:00 |
 | Eye of Skadi | 52 | 92.86% | 69.6 | 53.85% | +28.85% | +7.69% | -15.39% | -7.03% | 23:14 | 13:03 | 21:00 | 22:21 | 24:17 | 42:33 | 03:17 | 02:25 |
 | Boots of Speed | 56 | 100.00% | 67.4 | 51.79% | +51.79% | -23.22% | +26.78% | 25.86% | 03:22 | 00:58 | 02:14 | 03:21 | 04:10 | 06:46 | 01:56 | 01:25 |
 | Power Treads | 56 | 100.00% | 65.2 | 51.79% | +51.79% | -8.93% | +5.35% | 11.90% | 06:02 | 03:32 | 05:29 | 05:53 | 06:41 | 08:35 | 01:12 | 00:53 |
 | Yasha | 56 | 100.00% | 63.0 | 51.79% | +51.79% | +5.35% | -16.08% | -6.59% | 12:54 | 08:28 | 11:18 | 12:47 | 14:33 | 18:30 | 03:15 | 02:24 |
 | Magic Stick | 45 | 80.36% | 60.9 | 53.33% | +7.88% | -16.97% | +19.40% | 36.37% | 00:29 | -01:29 | -01:29 | -01:29 | 01:36 | 16:33 | 03:05 | 02:17 |
 | Magic Wand | 46 | 82.14% | 58.7 | 52.17% | +2.17% | +6.16% | +2.38% | -0.61% | 04:51 | -01:29 | 01:21 | 04:30 | 07:33 | 18:20 | 06:12 | 04:35 |
 | Black King Bar | 44 | 78.57% | 56.5 | 52.27% | +2.27% | +20.46% | -15.91% | -11.80% | 26:31 | 17:02 | 25:05 | 26:19 | 28:10 | 38:18 | 03:05 | 02:17 |
 | Daedalus | 14 | 25.00% | 54.3 | 64.29% | +16.67% | +10.71% | -30.96% | -6.76% | 34:14 | 27:21 | 30:47 | 33:27 | 36:57 | 41:33 | 06:10 | 04:34 |
 | Manta Style | 44 | 78.57% | 52.2 | 50.00% | -8.33% | +13.64% | +13.64% | 0.00% | 19:28 | 13:27 | 15:45 | 17:04 | 20:26 | 36:59 | 04:41 | 03:28 |
 | Dragon Lance | 34 | 60.71% | 50.0 | 50.00% | -4.55% | +38.89% | -25.00% | -12.61% | 14:18 | 09:48 | 10:59 | 12:10 | 16:03 | 31:57 | 05:04 | 03:45 |
 | Fluffy Hat | 9 | 16.07% | 47.8 | 66.67% | +17.73% | +33.33% | -16.67% | 0.00% | 21:17 | 02:35 | 07:34 | 23:33 | 28:32 | 29:52 | 20:58 | 15:31 |
 | Swift Blink | 9 | 16.07% | 45.7 | 66.67% | +17.73% | -16.67% | -66.67% | 0.00% | 41:57 | 36:06 | 38:01 | 41:53 | 42:30 | 57:57 | 04:29 | 03:19 |
 | Blink Dagger | 9 | 16.07% | 43.5 | 66.67% | +17.73% | -16.67% | -16.67% | 0.00% | 40:51 | 35:43 | 37:08 | 39:22 | 41:11 | 57:45 | 04:03 | 03:00 |
 | Aghanim's Shard | 5 | 8.93% | 41.3 | 80.00% | +30.98% | -80.00% | +20.00% | 0.00% | 45:30 | 36:28 | 36:28 | 41:09 | 52:17 | 57:23 | 15:49 | 11:42 |
 | Ring of Health | 6 | 10.71% | 39.1 | 66.67% | +16.67% | -16.67% | +33.33% | 0.00% | 34:56 | 20:55 | 30:34 | 31:41 | 43:24 | 44:26 | 12:50 | 09:30 |
 | Refresher Orb | 4 | 7.14% | 37.0 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 42:04 | 39:39 | 39:39 | 39:53 | 43:25 | 45:17 | 03:46 | 02:47 |
 | Falcon Blade | 2 | 3.57% | 34.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 05:30 | 03:00 | 03:00 | 08:00 | 08:00 | 08:00 | 05:00 | 03:42 |
 | Force Staff | 7 | 12.50% | 32.6 | 57.14% | +6.12% | -7.14% | -7.14% | 0.00% | 26:03 | 21:10 | 22:37 | 26:49 | 28:32 | 29:52 | 05:55 | 04:22 |
 | Hurricane Pike | 7 | 12.50% | 30.4 | 57.14% | +6.12% | -7.14% | -7.14% | 0.00% | 26:31 | 21:45 | 22:53 | 26:49 | 29:16 | 31:00 | 06:23 | 04:43 |
 | Void Stone | 5 | 8.93% | 28.3 | 60.00% | +9.02% | -60.00% | +40.00% | 0.00% | 32:54 | 19:58 | 19:58 | 31:57 | 38:36 | 43:24 | 18:38 | 13:48 |
 | Linken's Sphere | 3 | 5.36% | 26.1 | 66.67% | +15.73% | -66.67% | 0.00% | 0.00% | 27:51 | 21:01 | 21:01 | 30:34 | 31:57 | 31:57 | 10:56 | 08:05 |
 | Ring of Protection | 1 | 1.79% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 00:00 | 00:00 |
 | Bottle | 1 | 1.79% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:44 | 50:44 | 50:44 | 50:44 | 50:44 | 50:44 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.79% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:14 | 44:14 | 44:14 | 44:14 | 44:14 | 44:14 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 1.79% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.79% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 00:00 | 00:00 |
 | Buckler | 1 | 1.79% | 13.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 00:00 | 00:00 |
 | Monkey King Bar | 7 | 12.50% | 10.9 | 28.57% | -26.53% | -28.57% | +21.43% | 0.00% | 34:51 | 31:25 | 34:08 | 35:11 | 35:12 | 37:57 | 01:04 | 00:47 |
 | Javelin | 7 | 12.50% | 8.7 | 28.57% | -26.53% | -28.57% | +21.43% | 0.00% | 32:41 | 26:40 | 28:34 | 33:47 | 34:04 | 37:35 | 05:30 | 04:04 |
 | Wind Lace | 3 | 5.36% | 6.5 | 33.33% | -19.50% | -33.33% | 0.00% | 0.00% | 07:07 | 06:44 | 06:44 | 07:06 | 07:30 | 07:30 | 00:46 | 00:34 |
 | Helm of Iron Will | 1 | 1.79% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:41 | 42:41 | 42:41 | 42:41 | 42:41 | 42:41 | 00:00 | 00:00 |
 | Nullifier | 1 | 1.79% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:56 | 42:56 | 42:56 | 42:56 | 42:56 | 42:56 | 00:00 | 00:00 |