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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 | |
 | Assault Cuirass | 22 | 21.57% | 100.0 | 68.18% | +28.18% | -1.51% | -48.18% | -9.15% | 33:59 | 27:03 | 31:16 | 32:53 | 36:22 | 43:38 | 05:06 | 03:46 |
 | Bracer | 65 | 63.73% | 97.7 | 53.85% | +21.42% | +14.90% | +8.65% | -5.60% | 02:33 | -01:29 | 01:32 | 02:13 | 02:39 | 12:06 | 01:07 | 00:49 |
 | Ring of Protection | 30 | 29.41% | 95.5 | 60.00% | +19.72% | -10.00% | -31.43% | -2.07% | 26:44 | -01:29 | 25:12 | 31:08 | 35:33 | 42:45 | 10:21 | 07:40 |
 | Buckler | 26 | 25.49% | 93.2 | 61.54% | +20.75% | +24.17% | -28.21% | -8.61% | 33:02 | 22:52 | 30:51 | 31:30 | 36:56 | 42:45 | 06:05 | 04:30 |
 | Heaven's Halberd | 4 | 3.92% | 90.9 | 100.00% | +56.12% | 0.00% | 0.00% | 0.00% | 34:28 | 27:32 | 27:32 | 32:23 | 34:57 | 43:01 | 07:25 | 05:29 |
 | Magic Wand | 60 | 58.82% | 88.6 | 51.67% | +13.57% | +21.66% | +8.33% | -1.72% | 08:54 | -01:29 | 04:16 | 08:46 | 12:02 | 28:15 | 07:46 | 05:45 |
 | Black King Bar | 88 | 86.27% | 86.4 | 48.86% | +20.29% | +14.78% | -12.50% | -6.37% | 22:47 | 16:28 | 20:42 | 22:28 | 24:59 | 33:15 | 04:17 | 03:10 |
 | Power Treads | 98 | 96.08% | 84.1 | 46.94% | +21.94% | -2.94% | -9.44% | -1.99% | 08:03 | 03:50 | 05:40 | 06:58 | 08:56 | 33:45 | 03:16 | 02:25 |
 | Blink Dagger | 101 | 99.02% | 81.8 | 46.53% | +46.53% | -2.53% | -2.53% | 0.00% | 15:54 | 09:15 | 12:38 | 14:41 | 17:54 | 29:09 | 05:16 | 03:54 |
 | Boots of Speed | 102 | 100.00% | 79.5 | 46.08% | +46.08% | +0.07% | +5.92% | 2.58% | 04:05 | 01:31 | 02:46 | 03:42 | 05:02 | 09:13 | 02:16 | 01:40 |
 | Quelling Blade | 89 | 87.25% | 77.3 | 46.07% | -0.08% | +8.48% | -0.62% | 0.00% | -01:17 | -01:29 | -01:29 | -01:29 | -01:29 | 05:51 | 00:00 | 00:00 |
 | Ring of Health | 6 | 5.88% | 75.0 | 83.33% | +39.58% | +16.67% | -83.33% | -13.13% | 35:19 | 27:02 | 30:18 | 33:56 | 37:55 | 46:19 | 07:37 | 05:38 |
 | Void Stone | 6 | 5.88% | 72.7 | 83.33% | +39.58% | +16.67% | -83.33% | -13.30% | 35:28 | 27:02 | 30:24 | 34:41 | 37:55 | 46:20 | 07:31 | 05:34 |
 | Magic Stick | 71 | 69.61% | 70.5 | 46.48% | +1.32% | -13.15% | +3.52% | 2.44% | 04:36 | -01:29 | -00:57 | 03:06 | 07:47 | 21:33 | 08:44 | 06:28 |
 | Aghanim's Shard | 30 | 29.41% | 68.2 | 53.33% | +10.27% | +9.17% | +3.81% | -0.65% | 31:14 | 22:56 | 26:48 | 30:22 | 35:01 | 52:26 | 08:13 | 06:05 |
 | Wind Lace | 21 | 20.59% | 65.9 | 57.14% | +13.93% | +2.86% | +2.86% | 0.00% | 06:10 | -01:29 | 03:07 | 06:40 | 08:02 | 14:59 | 04:55 | 03:38 |
 | Morbid Mask | 58 | 56.86% | 63.6 | 46.55% | +1.10% | +6.78% | -3.69% | -3.51% | 09:58 | 03:41 | 07:07 | 08:05 | 10:06 | 37:21 | 02:59 | 02:12 |
 | Mask of Madness | 56 | 54.90% | 61.4 | 44.64% | -3.19% | +12.50% | -8.93% | -8.69% | 11:39 | 06:39 | 09:25 | 10:21 | 11:53 | 28:00 | 02:28 | 01:49 |
 | Sange | 5 | 4.90% | 59.1 | 80.00% | +35.67% | +20.00% | +20.00% | 0.00% | 34:53 | 25:20 | 25:20 | 34:34 | 42:21 | 42:46 | 17:01 | 12:36 |
 | Aghanim's Scepter | 10 | 9.80% | 56.8 | 60.00% | +15.43% | -26.67% | -10.00% | 1.54% | 35:07 | 21:23 | 31:35 | 32:37 | 42:26 | 43:24 | 10:51 | 08:02 |
 | Linken's Sphere | 4 | 3.92% | 54.5 | 75.00% | +30.10% | +25.00% | -75.00% | 0.00% | 37:02 | 30:34 | 30:34 | 34:43 | 36:27 | 46:22 | 05:53 | 04:21 |
 | Helm of Iron Will | 7 | 6.86% | 52.3 | 57.14% | +11.88% | -7.14% | -7.14% | 0.00% | 24:23 | 07:31 | 09:45 | 34:30 | 34:41 | 35:53 | 24:56 | 18:28 |
 | Hand of Midas | 10 | 9.80% | 50.0 | 40.00% | -6.74% | +26.67% | -40.00% | -11.40% | 13:14 | 09:34 | 10:06 | 11:28 | 15:57 | 19:31 | 05:51 | 04:20 |
 | Satanic | 3 | 2.94% | 47.7 | 66.67% | +21.22% | +33.33% | 0.00% | 0.00% | 41:55 | 33:36 | 33:36 | 42:20 | 49:48 | 49:48 | 16:12 | 12:00 |
 | Javelin | 3 | 2.94% | 45.5 | 66.67% | +21.22% | -66.67% | 0.00% | 0.00% | 39:16 | 33:48 | 33:48 | 40:43 | 43:17 | 43:17 | 09:29 | 07:01 |
 | Monkey King Bar | 3 | 2.94% | 43.2 | 66.67% | +21.22% | -66.67% | 0.00% | 0.00% | 39:30 | 34:02 | 34:02 | 40:43 | 43:44 | 43:44 | 09:42 | 07:11 |
 | Armlet of Mordiggian | 3 | 2.94% | 40.9 | 66.67% | +21.22% | -66.67% | 0.00% | 0.00% | 12:30 | 11:16 | 11:16 | 11:59 | 14:16 | 14:16 | 03:00 | 02:13 |
 | Moon Shard | 11 | 10.78% | 38.6 | 36.36% | -10.89% | +30.31% | -36.36% | -8.60% | 33:11 | 25:40 | 27:55 | 33:34 | 35:40 | 46:33 | 07:45 | 05:44 |
 | Nullifier | 4 | 3.92% | 36.4 | 50.00% | +4.08% | -50.00% | -50.00% | 0.00% | 35:34 | 34:45 | 34:45 | 34:59 | 36:13 | 36:19 | 01:28 | 01:05 |
 | Orb of Venom | 1 | 0.98% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:29 | 01:29 | 01:29 | 01:29 | 01:29 | 01:29 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.98% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:35 | 39:35 | 39:35 | 39:35 | 39:35 | 39:35 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.98% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.98% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 00:00 | 00:00 |
 | Echo Sabre | 5 | 4.90% | 25.0 | 40.00% | -6.39% | -40.00% | +60.00% | 0.00% | 13:40 | 11:25 | 11:25 | 13:30 | 14:38 | 15:57 | 03:13 | 02:22 |
 | Wraith Band | 6 | 5.88% | 22.7 | 33.33% | -13.55% | +16.67% | -33.33% | -7.89% | 04:49 | 01:49 | 01:53 | 02:04 | 08:13 | 12:19 | 06:20 | 04:41 |
 | Crystalys | 2 | 1.96% | 20.5 | 50.00% | +4.00% | +50.00% | 0.00% | 0.00% | 44:29 | 29:56 | 29:56 | 59:01 | 59:01 | 59:01 | 29:05 | 21:32 |
 | Soul Ring | 2 | 1.96% | 18.2 | 50.00% | +4.00% | +50.00% | 0.00% | 0.00% | 09:03 | 07:54 | 07:54 | 10:11 | 10:11 | 10:11 | 02:17 | 01:41 |
 | Silver Edge | 2 | 1.96% | 15.9 | 50.00% | +4.00% | +50.00% | 0.00% | 0.00% | 44:42 | 30:15 | 30:15 | 59:09 | 59:09 | 59:09 | 28:54 | 21:24 |
 | Aeon Disk | 2 | 1.96% | 13.6 | 50.00% | +4.00% | +50.00% | 0.00% | 0.00% | 42:55 | 39:34 | 39:34 | 46:16 | 46:16 | 46:16 | 06:42 | 04:57 |
 | Overwhelming Blink | 2 | 1.96% | 11.4 | 50.00% | +4.00% | +50.00% | 0.00% | 0.00% | 58:00 | 51:15 | 51:15 | 1:04:45 | 1:04:45 | 1:04:45 | 13:30 | 10:00 |
 | Shadow Blade | 2 | 1.96% | 9.1 | 50.00% | +4.00% | +50.00% | 0.00% | 0.00% | 38:10 | 27:06 | 27:06 | 49:13 | 49:13 | 49:13 | 22:07 | 16:22 |
 | Phase Boots | 4 | 3.92% | 6.8 | 25.00% | -21.94% | -25.00% | -25.00% | 0.00% | 07:57 | 06:38 | 06:38 | 07:20 | 08:01 | 09:47 | 01:23 | 01:01 |
 | Chainmail | 4 | 3.92% | 4.5 | 25.00% | -21.94% | -25.00% | -25.00% | 0.00% | 06:55 | 05:56 | 05:56 | 06:46 | 07:26 | 07:31 | 01:30 | 01:06 |
 | Bottle | 1 | 0.98% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:35 | 36:35 | 36:35 | 36:35 | 36:35 | 36:35 | 00:00 | 00:00 |