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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 | 55 | 48.67% | 100.0 | 67.27% | +34.51% | +4.16% | -17.27% | -2.35% | 29:02 | 21:01 | 23:33 | 29:22 | 32:40 | 41:19 | 09:07 | 06:45 |
 | Satanic | 29 | 25.66% | 97.7 | 72.41% | +30.74% | +13.30% | -0.98% | -1.47% | 35:45 | 23:35 | 30:00 | 36:13 | 39:42 | 50:28 | 09:42 | 07:11 |
 | Blink Dagger | 12 | 10.62% | 95.5 | 75.00% | +28.47% | -8.33% | -8.33% | 0.00% | 33:04 | 20:41 | 24:02 | 31:27 | 38:59 | 53:41 | 14:57 | 11:04 |
 | Sange | 27 | 23.89% | 93.2 | 62.96% | +17.61% | +22.75% | +8.47% | -1.39% | 22:48 | 14:29 | 16:18 | 20:37 | 26:33 | 48:10 | 10:15 | 07:35 |
 | Yasha | 93 | 82.30% | 90.9 | 51.61% | +11.61% | -8.13% | +4.91% | 3.59% | 14:47 | 10:18 | 11:57 | 13:04 | 15:35 | 36:57 | 03:38 | 02:41 |
 | Sange and Yasha | 24 | 21.24% | 88.6 | 62.50% | +16.43% | +20.83% | +4.17% | -2.27% | 21:44 | 14:29 | 16:18 | 18:47 | 23:38 | 48:10 | 07:20 | 05:25 |
 | Boots of Speed | 113 | 100.00% | 86.4 | 49.56% | +49.56% | +11.15% | -17.42% | -12.24% | 05:36 | 02:05 | 04:16 | 05:35 | 06:36 | 10:03 | 02:20 | 01:43 |
 | Morbid Mask | 65 | 57.52% | 84.1 | 52.31% | +6.48% | -8.56% | +10.19% | 3.32% | 10:18 | 02:41 | 03:45 | 05:39 | 09:24 | 40:38 | 05:39 | 04:11 |
 | Power Treads | 106 | 93.81% | 81.8 | 49.06% | -8.08% | +2.79% | -6.75% | -4.62% | 08:26 | 05:20 | 07:14 | 08:10 | 09:18 | 17:09 | 02:04 | 01:31 |
 | Magic Stick | 107 | 94.69% | 79.5 | 48.60% | -18.07% | -0.45% | -7.86% | -2.25% | 03:00 | -01:29 | 01:04 | 02:25 | 04:22 | 16:41 | 03:18 | 02:26 |
 | Magic Wand | 105 | 92.92% | 77.3 | 48.57% | -13.93% | -6.26% | +1.43% | 1.64% | 06:23 | 01:16 | 03:28 | 05:33 | 08:09 | 26:08 | 04:41 | 03:28 |
 | Bottle | 44 | 38.94% | 75.0 | 54.55% | +8.17% | +9.09% | -18.19% | -27.28% | 01:50 | 01:14 | 01:37 | 01:44 | 02:00 | 02:55 | 00:23 | 00:17 |
 | Manta Style | 62 | 54.87% | 72.7 | 51.61% | +4.55% | +4.64% | -4.94% | -2.85% | 18:09 | 14:20 | 15:39 | 17:05 | 19:01 | 37:00 | 03:22 | 02:29 |
 | Black King Bar | 67 | 59.29% | 70.5 | 50.75% | +2.92% | -9.57% | +8.07% | 2.84% | 29:33 | 20:39 | 25:21 | 28:12 | 31:34 | 53:46 | 06:13 | 04:36 |
 | Ghost Scepter | 64 | 56.64% | 68.2 | 50.00% | +1.02% | +6.25% | -25.00% | -4.29% | 19:06 | 08:59 | 14:56 | 17:19 | 22:13 | 49:27 | 07:17 | 05:23 |
 | Ethereal Blade | 62 | 54.87% | 65.9 | 50.00% | +0.98% | +6.25% | -10.00% | -2.34% | 21:32 | 13:26 | 17:19 | 21:13 | 24:15 | 50:07 | 06:56 | 05:08 |
 | Wraith Band | 65 | 57.52% | 63.6 | 49.23% | -0.77% | +7.02% | -11.73% | -8.40% | 04:04 | 01:23 | 02:15 | 03:28 | 04:29 | 14:41 | 02:14 | 01:39 |
 | Ring of Health | 24 | 21.24% | 61.4 | 58.33% | +11.14% | -41.66% | -25.00% | 1.01% | 15:49 | 03:24 | 05:17 | 09:43 | 21:46 | 43:10 | 16:29 | 12:12 |
 | Linken's Sphere | 24 | 21.24% | 59.1 | 58.33% | +11.14% | -8.33% | -25.00% | -1.75% | 21:45 | 12:03 | 15:23 | 16:51 | 24:55 | 43:26 | 09:32 | 07:03 |
 | Void Stone | 25 | 22.12% | 56.8 | 56.00% | +8.27% | +27.33% | -39.33% | -4.95% | 19:52 | 07:10 | 10:56 | 15:44 | 24:24 | 46:15 | 13:28 | 09:58 |
 | Swift Blink | 3 | 2.65% | 54.5 | 100.00% | +51.82% | 0.00% | 0.00% | 0.00% | 47:11 | 41:38 | 41:38 | 42:08 | 57:48 | 57:48 | 16:10 | 11:58 |
 | Aghanim's Shard | 5 | 4.42% | 52.3 | 80.00% | +31.85% | +20.00% | -80.00% | 0.00% | 49:50 | 41:53 | 41:53 | 49:18 | 55:30 | 56:54 | 13:37 | 10:05 |
 | Crystalys | 12 | 10.62% | 50.0 | 58.33% | +9.82% | +8.34% | +41.67% | 0.00% | 34:49 | 25:53 | 31:19 | 34:14 | 37:20 | 44:50 | 06:01 | 04:27 |
 | Butterfly | 10 | 8.85% | 47.7 | 60.00% | +11.46% | +6.67% | -10.00% | 0.00% | 39:50 | 25:18 | 34:38 | 37:15 | 47:07 | 54:35 | 12:29 | 09:14 |
 | Aghanim's Scepter | 18 | 15.93% | 45.5 | 50.00% | +0.53% | -10.00% | +25.00% | 5.51% | 25:08 | 17:20 | 21:21 | 22:04 | 27:42 | 51:39 | 06:21 | 04:42 |
 | Daedalus | 11 | 9.73% | 43.2 | 54.55% | +5.53% | -21.22% | +12.12% | 0.00% | 37:34 | 31:24 | 34:05 | 37:44 | 38:51 | 45:05 | 04:46 | 03:31 |
 | Javelin | 6 | 5.31% | 40.9 | 66.67% | +18.07% | -16.67% | +33.33% | 0.00% | 40:29 | 32:25 | 35:11 | 35:19 | 44:53 | 52:23 | 09:42 | 07:11 |
 | Ring of Basilius | 18 | 15.93% | 38.6 | 44.44% | -6.09% | -4.44% | -19.44% | -2.58% | 05:19 | 01:41 | 01:55 | 04:53 | 07:44 | 09:40 | 05:49 | 04:18 |
 | Moon Shard | 2 | 1.77% | 36.4 | 100.00% | +51.35% | 0.00% | 0.00% | 0.00% | 53:19 | 52:28 | 52:28 | 54:10 | 54:10 | 54:10 | 01:42 | 01:15 |
 | Dragon Lance | 7 | 6.19% | 34.1 | 57.14% | +8.08% | -7.14% | -7.14% | 0.00% | 15:31 | 09:40 | 10:42 | 12:12 | 17:48 | 28:56 | 07:06 | 05:15 |
 | Monkey King Bar | 5 | 4.42% | 31.8 | 60.00% | +10.93% | +40.00% | +40.00% | 0.00% | 38:45 | 33:11 | 33:11 | 37:02 | 42:42 | 45:02 | 09:31 | 07:02 |
 | Kaya | 3 | 2.65% | 29.5 | 66.67% | +17.58% | +33.33% | 0.00% | 0.00% | 32:31 | 26:10 | 26:10 | 34:45 | 36:37 | 36:37 | 10:27 | 07:44 |
 | Wind Lace | 3 | 2.65% | 27.3 | 66.67% | +17.58% | -66.67% | 0.00% | 0.00% | 09:20 | 07:05 | 07:05 | 07:22 | 13:32 | 13:32 | 06:27 | 04:46 |
 | Aghanim's Blessing | 3 | 2.65% | 25.0 | 66.67% | +17.58% | -66.67% | 0.00% | 0.00% | 48:23 | 44:27 | 44:27 | 49:02 | 51:39 | 51:39 | 07:12 | 05:20 |
 | Buckler | 1 | 0.88% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:28 | 50:28 | 50:28 | 50:28 | 50:28 | 50:28 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 0.88% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:28 | 50:28 | 50:28 | 50:28 | 50:28 | 50:28 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.88% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:28 | 50:28 | 50:28 | 50:28 | 50:28 | 50:28 | 00:00 | 00:00 |
 | Kaya and Sange | 2 | 1.77% | 15.9 | 50.00% | +0.45% | +50.00% | 0.00% | 0.00% | 35:43 | 34:45 | 34:45 | 36:41 | 36:41 | 36:41 | 01:56 | 01:25 |
 | Fluffy Hat | 3 | 2.65% | 13.6 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 05:26 | 02:35 | 02:35 | 06:40 | 07:03 | 07:03 | 04:28 | 03:18 |
 | Falcon Blade | 3 | 2.65% | 11.4 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 06:25 | 03:54 | 03:54 | 07:03 | 08:17 | 08:17 | 04:23 | 03:14 |
 | Quelling Blade | 3 | 2.65% | 9.1 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.88% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:15 | 46:15 | 46:15 | 46:15 | 46:15 | 46:15 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.88% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:49 | 46:49 | 46:49 | 46:49 | 46:49 | 46:49 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.88% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:09 | 22:09 | 22:09 | 22:09 | 22:09 | 22:09 | 00:00 | 00:00 |