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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 | 45 | 35.43% | 100.0 | 64.44% | +25.42% | -0.80% | -9.89% | -1.33% | 34:38 | 19:24 | 30:47 | 34:03 | 37:38 | 50:54 | 06:51 | 05:04 |
 | Eye of Skadi | 54 | 42.52% | 98.1 | 57.41% | +16.31% | +14.02% | +4.13% | -1.22% | 31:21 | 22:16 | 27:48 | 30:27 | 35:55 | 44:12 | 08:07 | 06:00 |
 | Cornucopia | 70 | 55.12% | 96.2 | 54.29% | +13.94% | +17.93% | -1.35% | -1.32% | 16:10 | 03:53 | 07:48 | 09:00 | 22:24 | 52:14 | 14:36 | 10:48 |
 | Linken's Sphere | 68 | 53.54% | 94.2 | 54.41% | +13.73% | +22.06% | -1.47% | -2.40% | 20:54 | 10:57 | 14:14 | 15:53 | 24:03 | 52:14 | 09:49 | 07:16 |
 | Butterfly | 36 | 28.35% | 92.3 | 58.33% | +14.37% | +19.45% | -2.77% | -3.09% | 33:30 | 24:36 | 29:10 | 32:54 | 36:21 | 48:04 | 07:11 | 05:19 |
 | Magic Wand | 126 | 99.21% | 90.4 | 48.41% | +48.41% | +20.34% | -12.93% | -6.40% | 04:14 | -01:30 | -01:29 | 03:55 | 06:41 | 20:39 | 08:10 | 06:02 |
 | Boots of Speed | 127 | 100.00% | 88.5 | 48.03% | +48.03% | +1.97% | +5.10% | 1.68% | 05:14 | 01:40 | 04:02 | 04:51 | 05:54 | 11:51 | 01:52 | 01:22 |
 | Power Treads | 127 | 100.00% | 86.5 | 48.03% | +48.03% | +5.10% | -4.28% | -4.23% | 06:46 | 04:00 | 05:25 | 06:16 | 07:38 | 13:46 | 02:13 | 01:38 |
 | Manta Style | 116 | 91.34% | 84.6 | 48.28% | +2.83% | +10.34% | 0.00% | -2.69% | 18:47 | 13:35 | 16:29 | 17:45 | 20:20 | 33:14 | 03:51 | 02:51 |
 | Yasha | 122 | 96.06% | 82.7 | 47.54% | -12.46% | +4.07% | +5.79% | 0.38% | 14:56 | 09:12 | 12:37 | 13:50 | 17:09 | 28:14 | 04:32 | 03:21 |
 | Wind Lace | 4 | 3.15% | 80.8 | 100.00% | +53.66% | 0.00% | 0.00% | 0.00% | 13:57 | 12:07 | 12:07 | 14:07 | 14:13 | 15:20 | 02:06 | 01:33 |
 | Aghanim's Shard | 39 | 30.71% | 78.8 | 53.85% | +8.40% | -23.85% | -3.85% | 1.41% | 33:22 | 16:14 | 25:27 | 32:31 | 39:36 | 55:37 | 14:09 | 10:28 |
 | Morbid Mask | 88 | 69.29% | 76.9 | 47.73% | -0.99% | -15.91% | +6.82% | 6.69% | 12:46 | 03:49 | 07:02 | 08:13 | 10:26 | 52:10 | 03:24 | 02:31 |
 | Black King Bar | 65 | 51.18% | 75.0 | 47.69% | -0.70% | +2.31% | -10.19% | -1.24% | 34:46 | 19:50 | 29:05 | 32:18 | 39:11 | 1:01:03 | 10:06 | 07:28 |
 | Dragon Lance | 8 | 6.30% | 73.1 | 75.00% | +28.78% | -75.00% | +25.00% | 44.44% | 19:49 | 14:00 | 17:00 | 18:51 | 19:15 | 26:10 | 02:15 | 01:40 |
 | Aghanim's Scepter | 105 | 82.68% | 71.2 | 41.90% | -35.37% | +15.79% | -14.98% | -7.27% | 24:50 | 19:09 | 22:17 | 24:14 | 26:31 | 45:52 | 04:14 | 03:08 |
 | Wraith Band | 58 | 45.67% | 69.2 | 44.83% | -5.89% | -4.83% | +19.46% | 18.22% | 02:44 | -00:02 | 01:55 | 02:19 | 03:15 | 08:23 | 01:20 | 00:59 |
 | Magic Stick | 94 | 74.02% | 67.3 | 41.49% | -25.18% | +0.18% | -2.36% | -2.54% | 00:30 | -01:29 | -01:29 | -01:29 | 01:30 | 20:39 | 02:59 | 02:12 |
 | Falcon Blade | 49 | 38.58% | 65.4 | 42.86% | -8.42% | -1.19% | -9.53% | -2.73% | 08:10 | 03:46 | 06:31 | 08:23 | 09:34 | 12:07 | 03:03 | 02:15 |
 | Silver Edge | 14 | 11.02% | 63.5 | 57.14% | +10.24% | +17.86% | +9.53% | -1.45% | 37:03 | 29:50 | 32:11 | 35:01 | 37:56 | 1:02:49 | 05:45 | 04:15 |
 | Fluffy Hat | 50 | 39.37% | 61.5 | 42.00% | -9.95% | +11.85% | +8.00% | -0.95% | 06:53 | 02:01 | 04:49 | 07:00 | 08:53 | 11:15 | 04:04 | 03:00 |
 | Phylactery | 5 | 3.94% | 59.6 | 80.00% | +33.28% | -80.00% | +20.00% | 0.00% | 11:10 | 10:00 | 10:00 | 10:24 | 11:48 | 13:28 | 01:48 | 01:20 |
 | Diadem | 5 | 3.94% | 57.7 | 80.00% | +33.28% | +20.00% | +20.00% | 0.00% | 08:28 | 06:45 | 06:45 | 08:49 | 09:27 | 10:26 | 02:42 | 02:00 |
 | Shadow Blade | 15 | 11.81% | 55.8 | 53.33% | +6.01% | +21.67% | -3.33% | -3.01% | 36:05 | 28:27 | 29:38 | 34:33 | 37:56 | 1:02:46 | 08:18 | 06:08 |
 | Crystalys | 39 | 30.71% | 53.8 | 41.03% | -10.11% | +28.97% | -21.03% | -6.62% | 35:22 | 23:36 | 31:03 | 33:10 | 38:36 | 52:24 | 07:33 | 05:35 |
 | Bottle | 8 | 6.30% | 51.9 | 62.50% | +15.44% | -12.50% | -12.50% | 0.00% | 02:06 | 01:17 | 01:40 | 01:54 | 02:26 | 02:52 | 00:46 | 00:34 |
 | Blink Dagger | 12 | 9.45% | 50.0 | 50.00% | +2.17% | +16.67% | -50.00% | -4.24% | 39:44 | 21:45 | 30:06 | 39:45 | 45:50 | 1:01:23 | 15:44 | 11:39 |
 | Hurricane Pike | 2 | 1.57% | 48.1 | 100.00% | +52.80% | 0.00% | 0.00% | 0.00% | 34:02 | 26:20 | 26:20 | 41:43 | 41:43 | 41:43 | 15:23 | 11:23 |
 | Force Staff | 2 | 1.57% | 46.2 | 100.00% | +52.80% | 0.00% | 0.00% | 0.00% | 33:36 | 25:47 | 25:47 | 41:25 | 41:25 | 41:25 | 15:38 | 11:34 |
 | Daedalus | 17 | 13.39% | 44.2 | 41.18% | -7.91% | +8.82% | -16.18% | -2.26% | 38:51 | 26:48 | 32:37 | 38:01 | 43:42 | 50:58 | 11:05 | 08:12 |
 | Aghanim's Blessing | 17 | 13.39% | 42.3 | 35.29% | -14.71% | -35.29% | -10.29% | 3.13% | 48:15 | 39:27 | 43:41 | 45:52 | 51:41 | 1:02:15 | 08:00 | 05:55 |
 | Swift Blink | 6 | 4.72% | 40.4 | 50.00% | +2.07% | +50.00% | -50.00% | 0.00% | 47:31 | 35:36 | 42:17 | 46:02 | 51:10 | 1:01:40 | 08:53 | 06:34 |
 | Ghost Scepter | 1 | 0.79% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:56 | 37:56 | 37:56 | 37:56 | 37:56 | 37:56 | 00:00 | 00:00 |
 | Sange and Yasha | 6 | 4.72% | 36.5 | 33.33% | -15.43% | +16.67% | -33.33% | 0.00% | 18:08 | 15:37 | 16:44 | 16:56 | 20:19 | 20:21 | 03:35 | 02:39 |
 | Monkey King Bar | 6 | 4.72% | 34.6 | 33.33% | -15.43% | +16.67% | -33.33% | 0.00% | 42:50 | 32:02 | 36:22 | 40:42 | 48:54 | 53:39 | 12:32 | 09:17 |
 | Sange | 6 | 4.72% | 32.7 | 33.33% | -15.43% | +16.67% | -33.33% | 0.00% | 17:47 | 15:06 | 16:32 | 16:44 | 19:55 | 20:05 | 03:23 | 02:30 |
 | Javelin | 6 | 4.72% | 30.8 | 33.33% | -15.43% | +16.67% | -33.33% | 0.00% | 42:11 | 31:10 | 35:18 | 39:36 | 48:40 | 53:25 | 13:22 | 09:54 |
 | Mage Slayer | 2 | 1.57% | 28.8 | 50.00% | +2.00% | +50.00% | 0.00% | 0.00% | 35:33 | 34:43 | 34:43 | 36:23 | 36:23 | 36:23 | 01:40 | 01:14 |
 | Void Stone | 2 | 1.57% | 26.9 | 50.00% | +2.00% | +50.00% | 0.00% | 0.00% | 49:47 | 46:06 | 46:06 | 53:27 | 53:27 | 53:27 | 07:21 | 05:26 |
 | Hand of Midas | 2 | 1.57% | 25.0 | 50.00% | +2.00% | +50.00% | 0.00% | 0.00% | 37:41 | 15:03 | 15:03 | 60:18 | 60:18 | 60:18 | 45:15 | 33:31 |
 | Moon Shard | 2 | 1.57% | 23.1 | 50.00% | +2.00% | +50.00% | 0.00% | 0.00% | 1:05:34 | 59:54 | 59:54 | 1:11:14 | 1:11:14 | 1:11:14 | 11:20 | 08:23 |
 | Bloodthorn | 2 | 1.57% | 21.2 | 50.00% | +2.00% | +50.00% | 0.00% | 0.00% | 36:09 | 35:19 | 35:19 | 36:59 | 36:59 | 36:59 | 01:40 | 01:14 |
 | Octarine Core | 2 | 1.57% | 19.2 | 50.00% | +2.00% | +50.00% | 0.00% | 0.00% | 50:03 | 46:06 | 46:06 | 53:59 | 53:59 | 53:59 | 07:53 | 05:50 |
 | Orchid Malevolence | 2 | 1.57% | 17.3 | 50.00% | +2.00% | +50.00% | 0.00% | 0.00% | 29:52 | 22:45 | 22:45 | 36:59 | 36:59 | 36:59 | 14:14 | 10:32 |
 | Bracer | 3 | 2.36% | 15.4 | 33.33% | -15.06% | +66.67% | 0.00% | 0.00% | 04:03 | 02:13 | 02:13 | 02:26 | 07:31 | 07:31 | 05:18 | 03:55 |
 | Mask of Madness | 3 | 2.36% | 13.5 | 33.33% | -15.06% | +66.67% | 0.00% | 0.00% | 21:40 | 09:03 | 09:03 | 23:05 | 32:53 | 32:53 | 23:50 | 17:39 |
 | Quelling Blade | 5 | 3.94% | 11.5 | 20.00% | -29.18% | -20.00% | -20.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.79% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:02 | 13:02 | 13:02 | 13:02 | 13:02 | 13:02 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.79% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:29 | 1:02:29 | 1:02:29 | 1:02:29 | 1:02:29 | 1:02:29 | 00:00 | 00:00 |
 | Diffusal Blade | 2 | 1.57% | 5.8 | 0.00% | -48.80% | 0.00% | 0.00% | 0.00% | 34:25 | 30:40 | 30:40 | 38:09 | 38:09 | 38:09 | 07:29 | 05:32 |
 | Disperser | 1 | 0.79% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:45 | 53:45 | 53:45 | 53:45 | 53:45 | 53:45 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.79% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:48 | 60:48 | 60:48 | 60:48 | 60:48 | 60:48 | 00:00 | 00:00 |