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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 | |
 | Heaven's Halberd | 4 | 5.41% | 100.0 | 100.00% | +62.86% | 0.00% | 0.00% | 0.00% | 30:06 | 25:56 | 25:56 | 26:35 | 31:39 | 36:15 | 05:43 | 04:14 |
 | Sange | 4 | 5.41% | 97.1 | 100.00% | +62.86% | 0.00% | 0.00% | 0.00% | 28:40 | 22:54 | 22:54 | 25:27 | 31:11 | 35:09 | 08:17 | 06:08 |
 | Aghanim's Shard | 29 | 39.19% | 94.1 | 58.62% | +29.73% | +12.81% | +12.81% | 0.00% | 27:40 | 20:17 | 22:52 | 26:13 | 31:43 | 43:08 | 08:51 | 06:33 |
 | Shiva's Guard | 46 | 62.16% | 91.2 | 50.00% | +25.00% | 0.00% | +4.55% | 0.88% | 29:05 | 23:15 | 25:58 | 28:08 | 31:09 | 43:31 | 05:11 | 03:50 |
 | Void Stone | 30 | 40.54% | 88.2 | 53.33% | +21.51% | -3.33% | +3.81% | 0.71% | 34:56 | 20:21 | 29:09 | 33:03 | 39:13 | 55:12 | 10:04 | 07:27 |
 | Ring of Health | 28 | 37.84% | 85.3 | 53.57% | +20.96% | -10.71% | +3.57% | 1.54% | 35:44 | 23:27 | 29:56 | 33:24 | 39:12 | 55:12 | 09:16 | 06:51 |
 | Hand of Midas | 71 | 95.95% | 82.4 | 42.25% | +42.25% | -14.47% | +13.31% | 15.58% | 10:49 | 06:28 | 10:05 | 10:45 | 11:52 | 14:02 | 01:47 | 01:19 |
 | Magic Wand | 49 | 66.22% | 79.4 | 44.90% | +12.90% | +5.10% | -11.57% | -2.51% | 07:47 | 01:33 | 03:59 | 06:24 | 10:37 | 22:27 | 06:38 | 04:54 |
 | Black King Bar | 72 | 97.30% | 76.5 | 41.67% | +41.67% | +8.33% | -8.34% | -5.38% | 18:34 | 14:44 | 16:33 | 17:54 | 19:39 | 29:23 | 03:06 | 02:17 |
 | Phase Boots | 73 | 98.65% | 73.5 | 41.10% | +41.10% | +14.46% | -7.77% | -13.61% | 06:59 | 04:41 | 05:32 | 06:16 | 07:10 | 26:38 | 01:38 | 01:12 |
 | Chainmail | 73 | 98.65% | 70.6 | 41.10% | +41.10% | +3.34% | -7.77% | -5.38% | 05:26 | 01:44 | 03:49 | 04:34 | 05:53 | 26:38 | 02:04 | 01:31 |
 | Magic Stick | 62 | 83.78% | 67.6 | 41.94% | +8.61% | -10.69% | +4.73% | 2.97% | 03:37 | -01:29 | 00:58 | 02:18 | 06:09 | 18:31 | 05:11 | 03:50 |
 | Quelling Blade | 68 | 91.89% | 64.7 | 41.18% | +7.85% | +11.76% | 0.00% | -11.76% | -01:04 | -01:29 | -01:29 | -01:29 | -01:28 | 14:34 | 00:01 | 00:00 |
 | Boots of Speed | 74 | 100.00% | 61.8 | 40.54% | +40.54% | +17.35% | -1.65% | -15.20% | 02:53 | -01:29 | 02:06 | 02:43 | 03:21 | 07:37 | 01:15 | 00:55 |
 | Blink Dagger | 74 | 100.00% | 58.8 | 40.54% | +40.54% | -3.70% | -1.65% | 0.54% | 19:19 | 12:05 | 17:26 | 19:32 | 21:15 | 29:27 | 03:49 | 02:49 |
 | Refresher Orb | 25 | 33.78% | 55.9 | 48.00% | +11.27% | +18.67% | -14.67% | -4.15% | 38:07 | 27:55 | 32:48 | 37:11 | 40:50 | 55:12 | 08:02 | 05:57 |
 | Ring of Protection | 44 | 59.46% | 52.9 | 40.91% | +0.91% | +4.54% | +4.54% | 0.00% | 02:07 | -01:29 | -01:29 | -01:28 | 05:34 | 13:08 | 07:03 | 05:13 |
 | Soul Ring | 37 | 50.00% | 50.0 | 40.54% | 0.00% | +3.90% | -18.32% | -4.55% | 07:15 | 01:54 | 04:29 | 06:51 | 09:22 | 13:10 | 04:53 | 03:37 |
 | Wind Lace | 15 | 20.27% | 47.1 | 46.67% | +7.69% | -46.67% | +3.33% | 9.58% | 03:34 | -01:29 | -01:28 | 03:42 | 06:41 | 13:12 | 08:09 | 06:02 |
 | Overwhelming Blink | 2 | 2.70% | 44.1 | 100.00% | +61.11% | 0.00% | 0.00% | 0.00% | 35:09 | 31:15 | 31:15 | 39:03 | 39:03 | 39:03 | 07:48 | 05:46 |
 | Fluffy Hat | 3 | 4.05% | 41.2 | 66.67% | +27.23% | +33.33% | 0.00% | 0.00% | 25:37 | 03:07 | 03:07 | 36:34 | 37:10 | 37:10 | 34:03 | 25:13 |
 | Falcon Blade | 1 | 1.35% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:25 | 03:25 | 03:25 | 03:25 | 03:25 | 03:25 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.35% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:46 | 31:46 | 31:46 | 31:46 | 31:46 | 31:46 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.35% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.35% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:17 | 29:17 | 29:17 | 29:17 | 29:17 | 29:17 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.35% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:09 | 27:09 | 27:09 | 27:09 | 27:09 | 27:09 | 00:00 | 00:00 |
 | Aeon Disk | 5 | 6.76% | 23.5 | 40.00% | -0.58% | +60.00% | -40.00% | 0.00% | 36:20 | 24:13 | 24:13 | 35:30 | 39:32 | 46:56 | 15:19 | 11:20 |
 | Bottle | 8 | 10.81% | 20.6 | 25.00% | -17.42% | +25.00% | +25.00% | 0.00% | 01:29 | 01:05 | 01:06 | 01:29 | 01:39 | 01:51 | 00:33 | 00:24 |
 | Force Staff | 2 | 2.70% | 17.6 | 50.00% | +9.72% | +50.00% | 0.00% | 0.00% | 36:53 | 36:34 | 36:34 | 37:11 | 37:11 | 37:11 | 00:37 | 00:27 |
 | Arcane Blink | 2 | 2.70% | 14.7 | 50.00% | +9.72% | +50.00% | 0.00% | 0.00% | 43:15 | 39:37 | 39:37 | 46:52 | 46:52 | 46:52 | 07:15 | 05:22 |
 | Bracer | 4 | 5.41% | 11.8 | 25.00% | -16.43% | -25.00% | -25.00% | 0.00% | 02:35 | 01:49 | 01:49 | 02:09 | 02:42 | 03:38 | 00:53 | 00:39 |
 | Shadow Blade | 2 | 2.70% | 8.8 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 33:25 | 27:05 | 27:05 | 39:44 | 39:44 | 39:44 | 12:39 | 09:22 |
 | Eul's Scepter of Divinity | 2 | 2.70% | 5.9 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 26:11 | 24:05 | 24:05 | 28:16 | 28:16 | 28:16 | 04:11 | 03:05 |
 | Tranquil Boots | 1 | 1.35% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:35 | 08:35 | 08:35 | 08:35 | 08:35 | 08:35 | 00:00 | 00:00 |