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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 | 27 | 43.55% | 100.0 | 62.96% | +25.82% | +8.47% | -20.10% | -6.62% | 25:56 | 20:55 | 23:13 | 24:53 | 27:32 | 34:08 | 04:19 | 03:11 |
 | Buckler | 29 | 46.77% | 97.5 | 62.07% | +25.71% | +37.93% | -19.21% | -9.88% | 24:23 | 18:50 | 21:02 | 23:25 | 26:49 | 31:21 | 05:47 | 04:17 |
 | Ring of Protection | 31 | 50.00% | 95.0 | 61.29% | +25.81% | +26.21% | -11.29% | -7.23% | 23:43 | 09:16 | 20:12 | 23:25 | 25:23 | 31:20 | 05:11 | 03:50 |
 | Magic Wand | 41 | 66.13% | 92.5 | 56.10% | +22.77% | +13.90% | -6.10% | -3.05% | 08:29 | -01:29 | 04:41 | 07:47 | 11:14 | 26:15 | 06:33 | 04:51 |
 | Void Stone | 37 | 59.68% | 90.0 | 56.76% | +20.76% | +9.91% | +21.02% | 0.97% | 27:50 | 13:00 | 21:03 | 27:03 | 32:29 | 49:01 | 11:26 | 08:28 |
 | Scythe of Vyse | 19 | 30.65% | 87.5 | 63.16% | +21.30% | -43.16% | +16.84% | 10.56% | 31:59 | 22:30 | 27:11 | 31:13 | 32:52 | 49:01 | 05:41 | 04:12 |
 | Magic Stick | 43 | 69.35% | 85.0 | 53.49% | +16.65% | +19.24% | -8.04% | -4.26% | 07:07 | 00:57 | 03:39 | 06:44 | 10:03 | 20:19 | 06:24 | 04:44 |
 | Black King Bar | 59 | 95.16% | 82.5 | 49.15% | +15.82% | +17.52% | -15.82% | -11.43% | 16:48 | 12:18 | 14:43 | 16:04 | 17:38 | 29:07 | 02:55 | 02:09 |
 | Quelling Blade | 62 | 100.00% | 80.0 | 48.39% | +48.39% | +14.11% | -8.39% | 0.00% | -01:25 | -01:29 | -01:29 | -01:29 | -01:29 | 02:01 | 00:00 | 00:00 |
 | Boots of Speed | 62 | 100.00% | 77.5 | 48.39% | +48.39% | -17.14% | +4.94% | 14.72% | 04:52 | 02:00 | 04:10 | 04:46 | 05:40 | 09:09 | 01:30 | 01:06 |
 | Sange | 10 | 16.13% | 75.0 | 70.00% | +25.77% | +30.00% | -20.00% | 0.00% | 25:18 | 12:55 | 21:27 | 24:30 | 30:38 | 38:44 | 09:11 | 06:48 |
 | Chainmail | 61 | 98.39% | 72.5 | 47.54% | -52.46% | -7.54% | +12.46% | 10.91% | 06:33 | 02:46 | 05:35 | 06:44 | 07:25 | 10:22 | 01:50 | 01:21 |
 | Phase Boots | 61 | 98.39% | 70.0 | 47.54% | -52.46% | +5.79% | +5.79% | 0.00% | 07:25 | 04:06 | 06:36 | 07:14 | 08:04 | 13:23 | 01:28 | 01:05 |
 | Bracer | 54 | 87.10% | 67.5 | 48.15% | -1.85% | +23.28% | -17.38% | -19.21% | 02:53 | 01:09 | 01:40 | 02:22 | 03:47 | 07:54 | 02:07 | 01:34 |
 | Ring of Health | 13 | 20.97% | 65.0 | 61.54% | +16.64% | +5.13% | +38.46% | 3.68% | 36:21 | 23:40 | 30:41 | 36:08 | 39:44 | 49:01 | 09:03 | 06:42 |
 | Heaven's Halberd | 7 | 11.29% | 62.5 | 71.43% | +25.98% | +28.57% | -21.43% | 0.00% | 28:39 | 20:23 | 24:21 | 26:20 | 29:04 | 41:54 | 04:43 | 03:29 |
 | Aghanim's Scepter | 10 | 16.13% | 60.0 | 60.00% | +13.85% | +6.67% | -10.00% | 0.00% | 37:34 | 30:19 | 32:44 | 33:51 | 40:22 | 58:42 | 07:38 | 05:39 |
 | Bottle | 32 | 51.61% | 57.5 | 40.63% | -16.04% | -28.13% | +9.37% | 37.50% | 03:04 | 01:10 | 01:29 | 01:59 | 02:12 | 26:12 | 00:43 | 00:31 |
 | Crystalys | 17 | 27.42% | 55.0 | 47.06% | -1.83% | +27.94% | +2.94% | -3.32% | 28:14 | 19:24 | 23:40 | 27:13 | 31:12 | 47:42 | 07:32 | 05:34 |
 | Refresher Orb | 6 | 9.68% | 52.5 | 66.67% | +20.24% | -16.67% | +33.33% | 0.00% | 44:20 | 39:17 | 40:37 | 43:13 | 47:15 | 49:42 | 06:38 | 04:54 |
 | Silver Edge | 9 | 14.52% | 50.0 | 55.56% | +8.39% | -5.56% | +44.44% | 0.00% | 26:42 | 19:24 | 21:55 | 27:13 | 30:31 | 32:00 | 08:36 | 06:22 |
 | Orchid Malevolence | 15 | 24.19% | 47.5 | 46.67% | -2.27% | +3.33% | -21.67% | -5.10% | 24:02 | 13:18 | 19:47 | 21:03 | 24:41 | 57:51 | 04:54 | 03:37 |
 | Shadow Blade | 12 | 19.35% | 45.0 | 50.00% | +2.00% | -16.67% | +16.67% | 2.80% | 23:43 | 12:09 | 15:35 | 22:12 | 27:30 | 38:16 | 11:55 | 08:49 |
 | Heart of Tarrasque | 4 | 6.45% | 42.5 | 75.00% | +28.45% | -75.00% | +25.00% | 0.00% | 22:59 | 17:25 | 17:25 | 18:01 | 19:56 | 36:33 | 02:31 | 01:51 |
 | Wind Lace | 7 | 11.29% | 40.0 | 57.14% | +9.87% | -7.14% | -57.14% | 0.00% | 10:47 | 05:19 | 05:26 | 09:54 | 14:02 | 17:30 | 08:36 | 06:22 |
 | Blink Dagger | 5 | 8.06% | 37.5 | 60.00% | +12.63% | +40.00% | -60.00% | 0.00% | 38:56 | 31:05 | 31:05 | 37:25 | 42:27 | 48:05 | 11:22 | 08:25 |
 | Linken's Sphere | 5 | 8.06% | 35.0 | 60.00% | +12.63% | -60.00% | +40.00% | 0.00% | 30:35 | 23:46 | 23:46 | 30:42 | 35:09 | 36:34 | 11:23 | 08:25 |
 | Armlet of Mordiggian | 10 | 16.13% | 32.5 | 40.00% | -10.00% | +26.67% | -40.00% | 0.00% | 10:21 | 07:44 | 09:33 | 10:16 | 11:39 | 12:46 | 02:06 | 01:33 |
 | Helm of Iron Will | 10 | 16.13% | 30.0 | 40.00% | -10.00% | -6.67% | -40.00% | 0.00% | 06:19 | 02:31 | 03:15 | 06:16 | 08:29 | 09:09 | 05:14 | 03:52 |
 | Aeon Disk | 3 | 4.84% | 27.5 | 66.67% | +19.21% | -66.67% | 0.00% | 0.00% | 44:08 | 23:47 | 23:47 | 49:22 | 59:14 | 59:14 | 35:27 | 26:15 |
 | Aghanim's Shard | 8 | 12.90% | 25.0 | 37.50% | -12.50% | +62.50% | -37.50% | 0.00% | 28:05 | 20:52 | 21:45 | 24:51 | 26:06 | 51:02 | 04:21 | 03:13 |
 | Soul Ring | 1 | 1.61% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:51 | 09:51 | 09:51 | 09:51 | 09:51 | 09:51 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.61% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:39 | 24:39 | 24:39 | 24:39 | 24:39 | 24:39 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.61% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:50 | 58:50 | 58:50 | 58:50 | 58:50 | 58:50 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.61% | 15.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:22 | 58:22 | 58:22 | 58:22 | 58:22 | 58:22 | 00:00 | 00:00 |
 | Skull Basher | 5 | 8.06% | 12.5 | 40.00% | -9.12% | +60.00% | -40.00% | 0.00% | 30:10 | 26:41 | 26:41 | 28:20 | 33:24 | 34:16 | 06:43 | 04:58 |
 | Aghanim's Blessing | 2 | 3.23% | 10.0 | 50.00% | +1.67% | +50.00% | 0.00% | 0.00% | 57:17 | 55:49 | 55:49 | 58:44 | 58:44 | 58:44 | 02:55 | 02:09 |
 | Vanguard | 3 | 4.84% | 7.5 | 33.33% | -15.82% | -33.33% | 0.00% | 0.00% | 34:41 | 31:23 | 31:23 | 34:37 | 38:02 | 38:02 | 06:39 | 04:55 |
 | Abyssal Blade | 3 | 4.84% | 5.0 | 33.33% | -15.82% | -33.33% | 0.00% | 0.00% | 36:26 | 34:37 | 34:37 | 36:25 | 38:17 | 38:17 | 03:40 | 02:42 |
 | Shiva's Guard | 1 | 1.61% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:22 | 37:22 | 37:22 | 37:22 | 37:22 | 37:22 | 00:00 | 00:00 |