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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 | |
 | Eye of Skadi | 47 | 40.17% | 100.0 | 70.21% | +35.92% | -11.88% | -11.88% | 0.00% | 32:05 | 21:11 | 27:21 | 31:56 | 34:35 | 59:03 | 07:14 | 05:21 |
 | Satanic | 8 | 6.84% | 98.0 | 87.50% | +41.63% | +12.50% | +12.50% | 0.00% | 40:04 | 33:15 | 36:46 | 39:18 | 42:56 | 44:45 | 06:10 | 04:34 |
 | Ethereal Blade | 71 | 60.68% | 96.0 | 56.34% | +19.38% | -0.78% | -0.78% | 0.00% | 21:50 | 13:47 | 17:36 | 21:41 | 24:29 | 39:53 | 06:53 | 05:05 |
 | Butterfly | 21 | 17.95% | 94.0 | 66.67% | +21.88% | +13.33% | -6.67% | -3.00% | 35:41 | 22:08 | 31:44 | 36:09 | 38:24 | 50:00 | 06:40 | 04:56 |
 | Ghost Scepter | 75 | 64.10% | 92.0 | 54.67% | +16.57% | -12.56% | +3.22% | 2.24% | 19:36 | 09:10 | 15:39 | 19:25 | 22:42 | 38:22 | 07:03 | 05:13 |
 | Boots of Speed | 117 | 100.00% | 90.0 | 48.72% | +48.72% | -7.34% | +3.00% | 4.22% | 06:21 | 02:25 | 05:11 | 06:19 | 07:38 | 11:38 | 02:27 | 01:48 |
 | Wraith Band | 87 | 74.36% | 88.0 | 49.43% | +2.76% | +9.66% | +14.21% | 4.01% | 02:51 | 01:03 | 01:58 | 02:21 | 03:06 | 11:39 | 01:08 | 00:50 |
 | Black King Bar | 69 | 58.97% | 86.0 | 50.72% | +4.89% | +2.22% | -15.43% | -2.09% | 29:20 | 18:36 | 24:49 | 29:36 | 33:15 | 46:41 | 08:26 | 06:14 |
 | Yasha | 83 | 70.94% | 84.0 | 49.40% | +2.34% | +17.27% | -1.78% | -7.06% | 14:35 | 09:12 | 12:14 | 13:29 | 14:56 | 32:22 | 02:42 | 02:00 |
 | Aghanim's Scepter | 38 | 32.48% | 82.0 | 55.26% | +9.69% | +14.74% | -10.82% | -5.03% | 25:10 | 17:10 | 21:57 | 25:22 | 27:02 | 44:11 | 05:05 | 03:45 |
 | Power Treads | 114 | 97.44% | 80.0 | 47.37% | -52.63% | +0.91% | -11.66% | -5.89% | 09:01 | 04:28 | 07:48 | 08:56 | 09:56 | 15:30 | 02:08 | 01:34 |
 | Sange | 15 | 12.82% | 78.0 | 66.67% | +20.59% | -16.67% | -16.67% | 0.00% | 24:12 | 14:05 | 15:36 | 22:34 | 30:43 | 40:03 | 15:07 | 11:11 |
 | Magic Stick | 110 | 94.02% | 76.0 | 47.27% | -24.16% | -11.56% | +8.29% | 3.27% | 04:12 | -01:29 | 01:13 | 03:26 | 07:17 | 15:30 | 06:04 | 04:29 |
 | Ring of Health | 28 | 23.93% | 74.0 | 57.14% | +11.07% | +28.57% | -14.28% | -2.07% | 20:48 | 04:36 | 08:17 | 17:46 | 28:59 | 50:56 | 20:42 | 15:20 |
 | Magic Wand | 105 | 89.74% | 72.0 | 46.67% | -20.00% | +3.33% | -0.52% | -0.69% | 07:03 | 01:29 | 03:48 | 06:39 | 09:21 | 17:57 | 05:33 | 04:06 |
 | Linken's Sphere | 27 | 23.08% | 70.0 | 55.56% | +8.89% | +15.87% | -12.70% | -2.41% | 23:41 | 13:32 | 16:06 | 19:08 | 27:56 | 51:16 | 11:50 | 08:45 |
 | Morbid Mask | 65 | 55.56% | 68.0 | 47.69% | -2.31% | +14.81% | -16.44% | -14.10% | 05:59 | 02:01 | 04:20 | 05:16 | 06:33 | 35:16 | 02:13 | 01:38 |
 | Manta Style | 65 | 55.56% | 66.0 | 47.69% | -2.31% | +27.31% | -16.44% | -14.04% | 18:46 | 13:20 | 16:20 | 17:12 | 19:27 | 50:27 | 03:07 | 02:18 |
 | Sange and Yasha | 12 | 10.26% | 64.0 | 66.67% | +20.00% | 0.00% | 0.00% | 0.00% | 21:37 | 14:31 | 15:26 | 21:37 | 24:22 | 31:26 | 08:56 | 06:37 |
 | Void Stone | 32 | 27.35% | 62.0 | 50.00% | +1.76% | +25.00% | -12.50% | -2.56% | 21:37 | 06:46 | 12:55 | 16:33 | 27:35 | 55:09 | 14:40 | 10:51 |
 | Bottle | 33 | 28.21% | 60.0 | 48.48% | -0.33% | +14.02% | -10.98% | -25.00% | 03:12 | 02:00 | 02:38 | 03:10 | 03:34 | 05:27 | 00:56 | 00:41 |
 | Aghanim's Blessing | 7 | 5.98% | 58.0 | 71.43% | +24.16% | +28.57% | +28.57% | 0.00% | 47:22 | 40:40 | 42:27 | 48:04 | 49:56 | 55:50 | 07:29 | 05:32 |
 | Aghanim's Shard | 7 | 5.98% | 56.0 | 71.43% | +24.16% | +28.57% | -71.43% | 0.00% | 41:18 | 31:43 | 31:59 | 40:59 | 44:00 | 55:44 | 12:01 | 08:54 |
 | Daedalus | 13 | 11.11% | 54.0 | 53.85% | +5.77% | +46.15% | +12.82% | -3.67% | 41:05 | 29:19 | 34:28 | 35:54 | 43:33 | 1:16:07 | 09:05 | 06:43 |
 | Crystalys | 17 | 14.53% | 52.0 | 47.06% | -1.94% | +27.94% | +2.94% | -1.79% | 39:28 | 26:06 | 30:47 | 34:31 | 44:47 | 1:16:02 | 14:00 | 10:22 |
 | Falcon Blade | 4 | 3.42% | 50.0 | 75.00% | +27.21% | +25.00% | +25.00% | 0.00% | 04:34 | 03:23 | 03:23 | 03:55 | 04:41 | 06:18 | 01:18 | 00:57 |
 | Bracer | 2 | 1.71% | 48.0 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 01:48 | 01:47 | 01:47 | 01:48 | 01:48 | 01:48 | 00:01 | 00:00 |
 | Fluffy Hat | 5 | 4.27% | 46.0 | 60.00% | +11.79% | -60.00% | +40.00% | 0.00% | -00:20 | -01:29 | -01:29 | -01:29 | -01:29 | 04:17 | 00:00 | 00:00 |
 | Divine Rapier | 5 | 4.27% | 44.0 | 60.00% | +11.79% | +40.00% | -60.00% | 0.00% | 48:03 | 39:28 | 39:28 | 47:07 | 55:38 | 58:06 | 16:10 | 11:58 |
 | Quelling Blade | 4 | 3.42% | 42.0 | 50.00% | +1.33% | +50.00% | -50.00% | 0.00% | 01:13 | -01:29 | -01:29 | 00:50 | 02:18 | 03:11 | 03:47 | 02:48 |
 | Blink Dagger | 9 | 7.69% | 40.0 | 33.33% | -16.67% | +16.67% | +16.67% | 0.00% | 36:14 | 26:44 | 27:55 | 35:04 | 42:11 | 47:03 | 14:16 | 10:34 |
 | Kaya | 1 | 0.85% | 38.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:02 | 36:02 | 36:02 | 36:02 | 36:02 | 36:02 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.85% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 0.85% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.85% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 0.85% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:04 | 36:04 | 36:04 | 36:04 | 36:04 | 36:04 | 00:00 | 00:00 |
 | Hand of Midas | 5 | 4.27% | 28.0 | 40.00% | -9.11% | -40.00% | -40.00% | 0.00% | 10:51 | 09:51 | 09:51 | 10:37 | 10:59 | 12:37 | 01:08 | 00:50 |
 | Mask of Madness | 2 | 1.71% | 26.0 | 50.00% | +1.30% | -50.00% | 0.00% | 0.00% | 25:16 | 18:46 | 18:46 | 31:45 | 31:45 | 31:45 | 12:59 | 09:37 |
 | Aether Lens | 2 | 1.71% | 24.0 | 50.00% | +1.30% | +50.00% | 0.00% | 0.00% | 45:41 | 36:13 | 36:13 | 55:09 | 55:09 | 55:09 | 18:56 | 14:01 |
 | Octarine Core | 2 | 1.71% | 22.0 | 50.00% | +1.30% | +50.00% | 0.00% | 0.00% | 45:44 | 36:19 | 36:19 | 55:09 | 55:09 | 55:09 | 18:50 | 13:57 |
 | Eul's Scepter of Divinity | 4 | 3.42% | 20.0 | 25.00% | -24.56% | -25.00% | -25.00% | 0.00% | 16:37 | 13:28 | 13:28 | 14:22 | 15:26 | 23:11 | 01:58 | 01:27 |
 | Wind Lace | 8 | 6.84% | 18.0 | 12.50% | -38.88% | -12.50% | +37.50% | 21.74% | 10:38 | 08:12 | 08:52 | 09:51 | 11:10 | 14:42 | 02:18 | 01:42 |
 | Arcane Blink | 1 | 0.85% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:02 | 46:02 | 46:02 | 46:02 | 46:02 | 46:02 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.85% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.85% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:26:57 | 1:26:57 | 1:26:57 | 1:26:57 | 1:26:57 | 1:26:57 | 00:00 | 00:00 |
 | Dragon Lance | 4 | 3.42% | 10.0 | 0.00% | -50.44% | 0.00% | 0.00% | 0.00% | 13:44 | 12:17 | 12:17 | 12:49 | 14:06 | 15:43 | 01:49 | 01:20 |
 | Javelin | 3 | 2.56% | 8.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 28:29 | 26:07 | 26:07 | 26:10 | 33:09 | 33:09 | 07:02 | 05:12 |
 | Ring of Protection | 1 | 0.85% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Heart of Tarrasque | 2 | 1.71% | 4.0 | 0.00% | -49.57% | 0.00% | 0.00% | 0.00% | 49:24 | 39:02 | 39:02 | 59:46 | 59:46 | 59:46 | 20:44 | 15:21 |
 | Heaven's Halberd | 1 | 0.85% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:03 | 40:03 | 40:03 | 40:03 | 40:03 | 40:03 | 00:00 | 00:00 |