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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 | |
 | Moon Shard | 11 | 14.86% | 100.0 | 90.91% | +48.05% | -24.24% | +9.09% | 10.20% | 34:03 | 28:07 | 30:44 | 32:42 | 34:00 | 41:44 | 03:16 | 02:25 |
 | Abyssal Blade | 19 | 25.68% | 97.7 | 78.95% | +38.95% | +21.05% | +1.05% | -3.50% | 40:46 | 32:02 | 37:11 | 39:33 | 42:54 | 50:45 | 05:43 | 04:14 |
 | Vanguard | 20 | 27.03% | 95.3 | 75.00% | +34.26% | +25.00% | -15.00% | -4.78% | 41:05 | 31:31 | 37:01 | 39:29 | 45:23 | 50:33 | 08:22 | 06:11 |
 | Skull Basher | 40 | 54.05% | 93.0 | 67.50% | +38.09% | +2.50% | +2.50% | 0.00% | 34:19 | 22:36 | 29:18 | 34:45 | 37:23 | 47:55 | 08:05 | 05:59 |
 | Ring of Health | 22 | 29.73% | 90.7 | 72.73% | +32.35% | +10.60% | -12.73% | -2.72% | 39:34 | 03:43 | 37:01 | 39:29 | 45:35 | 50:33 | 08:34 | 06:20 |
 | Urn of Shadows | 5 | 6.76% | 88.4 | 100.00% | +53.62% | 0.00% | 0.00% | 0.00% | 05:14 | 02:25 | 02:25 | 04:26 | 07:35 | 08:01 | 05:10 | 03:49 |
 | Eye of Skadi | 37 | 50.00% | 86.0 | 64.86% | +29.72% | +24.03% | -9.30% | -4.10% | 31:53 | 24:14 | 26:24 | 31:03 | 34:32 | 54:40 | 08:08 | 06:01 |
 | Aghanim's Scepter | 52 | 70.27% | 83.7 | 57.69% | +25.87% | -11.54% | -3.84% | 0.75% | 25:37 | 16:20 | 19:57 | 26:02 | 30:10 | 37:34 | 10:13 | 07:34 |
 | Aghanim's Blessing | 7 | 9.46% | 81.4 | 85.71% | +39.44% | +14.29% | +14.29% | 0.00% | 48:41 | 40:36 | 41:18 | 47:47 | 48:11 | 60:45 | 06:53 | 05:05 |
 | Magic Stick | 64 | 86.49% | 79.1 | 53.13% | +23.13% | +15.62% | -9.38% | -15.15% | 01:50 | -01:29 | -01:29 | -01:28 | 03:08 | 14:22 | 04:37 | 03:25 |
 | Magic Wand | 69 | 93.24% | 76.7 | 52.17% | +32.17% | -5.11% | +6.65% | 1.25% | 07:18 | -01:29 | 02:21 | 07:57 | 11:45 | 23:37 | 09:24 | 06:57 |
 | Manta Style | 70 | 94.59% | 74.4 | 51.43% | +26.43% | +20.79% | -10.25% | -4.59% | 21:44 | 15:14 | 17:46 | 19:44 | 24:32 | 38:24 | 06:46 | 05:00 |
 | Ring of Basilius | 29 | 39.19% | 72.1 | 58.62% | +14.18% | +12.81% | +12.81% | 0.00% | 06:38 | 02:16 | 04:17 | 06:54 | 08:20 | 12:26 | 04:03 | 03:00 |
 | Boots of Speed | 74 | 100.00% | 69.8 | 50.00% | +50.00% | +13.16% | -5.56% | -6.65% | 05:57 | 01:24 | 04:22 | 05:27 | 07:11 | 13:39 | 02:49 | 02:05 |
 | Quelling Blade | 74 | 100.00% | 67.4 | 50.00% | +50.00% | -2.63% | +5.56% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | 00:57 | 00:00 | 00:00 |
 | Yasha | 72 | 97.30% | 65.1 | 50.00% | 0.00% | +5.56% | -16.67% | -2.78% | 17:40 | 10:33 | 13:01 | 15:56 | 21:00 | 34:44 | 07:59 | 05:54 |
 | Power Treads | 72 | 97.30% | 62.8 | 48.61% | -51.39% | -4.17% | +6.95% | 4.12% | 07:58 | 04:38 | 06:10 | 07:42 | 08:52 | 14:12 | 02:42 | 02:00 |
 | Chainmail | 22 | 29.73% | 60.5 | 59.09% | +12.94% | +24.24% | -39.09% | -12.84% | 07:39 | 01:53 | 05:25 | 07:21 | 10:21 | 12:42 | 04:56 | 03:39 |
 | Blade Mail | 22 | 29.73% | 58.1 | 59.09% | +12.94% | +24.24% | -19.09% | -13.54% | 10:52 | 06:01 | 09:11 | 10:58 | 12:23 | 14:23 | 03:12 | 02:22 |
 | Ring of Protection | 6 | 8.11% | 55.8 | 83.33% | +36.27% | +16.67% | -83.33% | 0.00% | 04:42 | 00:55 | 02:12 | 03:38 | 07:06 | 07:44 | 04:54 | 03:37 |
 | Wraith Band | 38 | 51.35% | 53.5 | 50.00% | 0.00% | -10.00% | -16.67% | -5.72% | 03:38 | 00:47 | 01:49 | 02:11 | 02:59 | 27:06 | 01:10 | 00:51 |
 | Hand of Midas | 3 | 4.05% | 51.2 | 100.00% | +52.11% | 0.00% | 0.00% | 0.00% | 13:52 | 11:27 | 11:27 | 12:42 | 17:26 | 17:26 | 05:59 | 04:25 |
 | Black King Bar | 16 | 21.62% | 48.8 | 56.25% | +7.97% | +18.75% | -6.25% | -6.38% | 35:24 | 24:14 | 31:06 | 32:59 | 35:01 | 53:50 | 03:55 | 02:54 |
 | Void Stone | 5 | 6.76% | 46.5 | 80.00% | +32.17% | +20.00% | +20.00% | 0.00% | 44:12 | 29:16 | 29:16 | 45:35 | 56:35 | 59:55 | 27:19 | 20:14 |
 | Aghanim's Shard | 2 | 2.70% | 44.2 | 100.00% | +51.39% | 0.00% | 0.00% | 0.00% | 46:24 | 42:47 | 42:47 | 50:00 | 50:00 | 50:00 | 07:13 | 05:20 |
 | Refresher Orb | 2 | 2.70% | 41.9 | 100.00% | +51.39% | 0.00% | 0.00% | 0.00% | 51:08 | 45:36 | 45:36 | 56:39 | 56:39 | 56:39 | 11:03 | 08:11 |
 | Phase Boots | 2 | 2.70% | 39.5 | 100.00% | +51.39% | 0.00% | 0.00% | 0.00% | 06:08 | 06:07 | 06:07 | 06:08 | 06:08 | 06:08 | 00:01 | 00:00 |
 | Nullifier | 5 | 6.76% | 37.2 | 60.00% | +10.72% | -60.00% | +40.00% | 0.00% | 40:24 | 34:23 | 34:23 | 36:28 | 43:31 | 51:18 | 09:08 | 06:45 |
 | Helm of Iron Will | 5 | 6.76% | 34.9 | 60.00% | +10.72% | +40.00% | +40.00% | 0.00% | 38:36 | 33:20 | 33:20 | 36:28 | 41:35 | 47:36 | 08:15 | 06:06 |
 | Radiance | 12 | 16.22% | 32.6 | 41.67% | -9.94% | -8.34% | +25.00% | 11.77% | 20:43 | 17:55 | 18:27 | 18:58 | 21:17 | 31:16 | 02:50 | 02:05 |
 | Diffusal Blade | 7 | 9.46% | 30.2 | 42.86% | -7.89% | +57.14% | -42.86% | 0.00% | 23:00 | 21:01 | 21:57 | 22:30 | 23:27 | 25:13 | 01:30 | 01:06 |
 | Monkey King Bar | 1 | 1.35% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:25 | 37:25 | 37:25 | 37:25 | 37:25 | 37:25 | 00:00 | 00:00 |
 | Wind Lace | 1 | 1.35% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:24 | 19:24 | 19:24 | 19:24 | 19:24 | 19:24 | 00:00 | 00:00 |
 | Javelin | 1 | 1.35% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 00:00 | 00:00 |
 | Orchid Malevolence | 5 | 6.76% | 20.9 | 40.00% | -10.72% | -40.00% | +60.00% | 0.00% | 33:57 | 23:58 | 23:58 | 29:16 | 30:51 | 60:07 | 06:53 | 05:05 |
 | Butterfly | 7 | 9.46% | 18.6 | 28.57% | -23.67% | -28.57% | +21.43% | 0.00% | 40:49 | 32:33 | 33:28 | 40:50 | 41:05 | 60:59 | 07:37 | 05:38 |
 | Fluffy Hat | 9 | 12.16% | 16.3 | 22.22% | -31.63% | +27.78% | +27.78% | 0.00% | 05:06 | 03:44 | 03:59 | 04:51 | 05:18 | 08:56 | 01:19 | 00:58 |
 | Falcon Blade | 9 | 12.16% | 14.0 | 22.22% | -31.63% | -22.22% | +27.78% | 0.00% | 06:26 | 04:40 | 04:41 | 06:25 | 06:30 | 09:40 | 01:49 | 01:20 |
 | Heart of Tarrasque | 1 | 1.35% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.35% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:49 | 06:49 | 06:49 | 06:49 | 06:49 | 06:49 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.35% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.35% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:54 | 07:54 | 07:54 | 07:54 | 07:54 | 07:54 | 00:00 | 00:00 |
 | Echo Sabre | 3 | 4.05% | 2.3 | 0.00% | -52.11% | 0.00% | 0.00% | 0.00% | 19:59 | 15:46 | 15:46 | 21:57 | 22:15 | 22:15 | 06:29 | 04:48 |