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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 | |
 | Blink Dagger | 51 | 70.83% | 100.0 | 58.82% | +30.25% | +10.41% | +2.72% | -0.95% | 21:32 | 10:15 | 16:15 | 19:24 | 24:19 | 58:46 | 08:04 | 05:58 |
 | Black King Bar | 38 | 52.78% | 96.9 | 57.89% | +16.71% | +12.11% | -24.56% | -4.84% | 26:15 | 17:55 | 22:56 | 24:12 | 30:31 | 45:39 | 07:35 | 05:37 |
 | Void Stone | 70 | 97.22% | 93.8 | 51.43% | +51.43% | -1.43% | -4.37% | -1.92% | 07:27 | 04:17 | 06:11 | 06:47 | 07:43 | 26:50 | 01:32 | 01:08 |
 | Crown | 68 | 94.44% | 90.6 | 51.47% | +26.47% | -4.41% | +1.47% | 2.69% | 00:47 | -01:29 | -01:29 | -01:29 | 03:40 | 06:56 | 05:09 | 03:48 |
 | Meteor Hammer | 68 | 94.44% | 87.5 | 51.47% | +26.47% | +1.47% | -4.41% | -4.41% | 07:09 | 05:26 | 06:25 | 07:00 | 07:45 | 10:08 | 01:20 | 00:59 |
 | Ring of Health | 69 | 95.83% | 84.4 | 50.72% | +17.39% | +2.22% | -3.66% | -5.51% | 03:22 | 00:41 | 02:31 | 03:04 | 03:35 | 24:33 | 01:04 | 00:47 |
 | Force Staff | 17 | 23.61% | 81.3 | 64.71% | +19.26% | +10.29% | +10.29% | 0.00% | 18:59 | 14:15 | 14:40 | 17:13 | 21:54 | 28:59 | 07:14 | 05:21 |
 | Fluffy Hat | 17 | 23.61% | 78.1 | 64.71% | +19.26% | -14.71% | +35.29% | 13.70% | 16:47 | 10:21 | 14:04 | 15:03 | 17:43 | 28:59 | 03:39 | 02:42 |
 | Boots of Speed | 72 | 100.00% | 75.0 | 50.00% | +50.00% | 0.00% | -11.11% | -7.17% | 07:54 | 01:24 | 07:12 | 07:51 | 08:45 | 12:26 | 01:33 | 01:08 |
 | Power Treads | 31 | 43.06% | 71.9 | 54.84% | +8.50% | -4.84% | -17.34% | -2.94% | 13:20 | 04:39 | 10:31 | 11:51 | 14:46 | 34:42 | 04:15 | 03:08 |
 | Quelling Blade | 8 | 11.11% | 68.8 | 75.00% | +28.12% | -25.00% | -25.00% | 0.00% | 00:14 | -01:29 | -01:29 | -01:29 | -01:29 | 08:22 | 00:00 | 00:00 |
 | Arcane Boots | 12 | 16.67% | 65.6 | 66.67% | +20.00% | -33.34% | 0.00% | 0.00% | 16:18 | 09:22 | 10:26 | 12:11 | 17:06 | 38:20 | 06:40 | 04:56 |
 | Aether Lens | 19 | 26.39% | 62.5 | 57.89% | +10.72% | +2.11% | -37.89% | -3.50% | 20:45 | 12:22 | 13:52 | 17:58 | 25:18 | 38:51 | 11:26 | 08:28 |
 | Hand of Midas | 20 | 27.78% | 59.4 | 55.00% | +6.92% | -15.00% | +5.00% | 6.98% | 14:11 | 10:32 | 12:34 | 13:08 | 15:26 | 22:26 | 02:52 | 02:07 |
 | Wind Lace | 30 | 41.67% | 56.3 | 50.00% | 0.00% | -25.00% | -21.43% | 1.06% | 10:45 | -01:28 | 08:01 | 09:20 | 11:24 | 25:03 | 03:23 | 02:30 |
 | Magic Wand | 47 | 65.28% | 53.1 | 44.68% | -15.32% | -11.35% | -19.68% | -1.79% | 10:59 | -01:29 | 08:17 | 10:18 | 12:56 | 25:15 | 04:39 | 03:26 |
 | Magic Stick | 50 | 69.44% | 50.0 | 42.00% | -26.18% | -3.54% | -8.67% | -1.62% | 07:30 | -01:29 | 06:34 | 08:09 | 09:44 | 14:55 | 03:10 | 02:20 |
 | Aghanim's Scepter | 21 | 29.17% | 46.9 | 47.62% | -3.36% | -7.62% | +32.38% | 4.52% | 25:53 | 16:00 | 21:29 | 24:33 | 30:20 | 37:21 | 08:51 | 06:33 |
 | Hurricane Pike | 8 | 11.11% | 43.8 | 62.50% | +14.06% | -12.50% | +37.50% | 0.00% | 26:18 | 18:44 | 19:40 | 25:15 | 27:43 | 42:58 | 08:03 | 05:57 |
 | Dragon Lance | 8 | 11.11% | 40.6 | 62.50% | +14.06% | -12.50% | +37.50% | 0.00% | 25:30 | 18:10 | 19:09 | 22:59 | 27:19 | 42:45 | 08:10 | 06:02 |
 | Shiva's Guard | 4 | 5.56% | 37.5 | 75.00% | +26.47% | +25.00% | +25.00% | 0.00% | 33:53 | 33:23 | 33:23 | 33:38 | 34:10 | 34:21 | 00:47 | 00:34 |
 | Null Talisman | 4 | 5.56% | 34.4 | 75.00% | +26.47% | -75.00% | +25.00% | 0.00% | 05:34 | 00:39 | 00:39 | 01:46 | 06:19 | 13:30 | 05:40 | 04:11 |
 | Aghanim's Shard | 16 | 22.22% | 31.3 | 43.75% | -8.04% | -43.75% | +31.25% | 0.00% | 34:36 | 20:01 | 27:40 | 35:19 | 41:20 | 44:15 | 13:40 | 10:07 |
 | Aeon Disk | 2 | 2.78% | 28.1 | 100.00% | +51.43% | 0.00% | 0.00% | 0.00% | 40:38 | 39:31 | 39:31 | 41:45 | 41:45 | 41:45 | 02:14 | 01:39 |
 | Linken's Sphere | 8 | 11.11% | 25.0 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 31:57 | 24:09 | 27:17 | 32:08 | 34:15 | 43:24 | 06:58 | 05:09 |
 | Scythe of Vyse | 15 | 20.83% | 21.9 | 33.33% | -21.06% | -33.33% | +16.67% | 0.00% | 35:28 | 27:16 | 30:15 | 33:52 | 38:32 | 52:07 | 08:17 | 06:08 |
 | Moon Shard | 2 | 2.78% | 18.8 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 40:18 | 37:16 | 37:16 | 43:19 | 43:19 | 43:19 | 06:03 | 04:28 |
 | Tranquil Boots | 3 | 4.17% | 15.6 | 33.33% | -17.39% | -33.33% | 0.00% | 0.00% | 16:10 | 07:59 | 07:59 | 10:35 | 29:55 | 29:55 | 21:56 | 16:14 |
 | Octarine Core | 1 | 1.39% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:11 | 35:11 | 35:11 | 35:11 | 35:11 | 35:11 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.39% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:10 | 38:10 | 38:10 | 38:10 | 38:10 | 38:10 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 1.39% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:55 | 14:55 | 14:55 | 14:55 | 14:55 | 14:55 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.39% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:47 | 40:47 | 40:47 | 40:47 | 40:47 | 40:47 | 00:00 | 00:00 |