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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 | |
 | Wind Lace | 51 | 60.71% | 100.0 | 56.86% | +20.50% | +20.06% | -18.40% | -5.99% | 06:42 | -01:29 | 02:50 | 06:21 | 09:15 | 29:36 | 06:25 | 04:45 |
 | Octarine Core | 7 | 8.33% | 97.8 | 85.71% | +40.26% | +14.29% | +14.29% | 0.00% | 40:26 | 30:24 | 33:40 | 38:29 | 44:35 | 51:41 | 10:55 | 08:05 |
 | Tranquil Boots | 32 | 38.10% | 95.7 | 59.38% | +17.07% | +3.12% | -9.38% | -2.23% | 13:00 | 05:33 | 08:08 | 10:13 | 13:45 | 45:04 | 05:37 | 04:09 |
 | Blink Dagger | 75 | 89.29% | 93.5 | 50.67% | +17.34% | -3.30% | -3.30% | 0.00% | 20:00 | 12:11 | 16:35 | 18:31 | 22:04 | 46:50 | 05:29 | 04:03 |
 | Boots of Speed | 84 | 100.00% | 91.3 | 48.81% | +48.81% | -5.95% | +3.57% | 2.02% | 03:30 | -01:29 | -01:29 | 03:48 | 06:12 | 13:11 | 07:41 | 05:41 |
 | Magic Stick | 82 | 97.62% | 89.1 | 48.78% | -1.22% | +3.60% | -13.78% | -3.43% | 03:44 | -01:30 | 01:26 | 02:58 | 06:30 | 23:27 | 05:04 | 03:45 |
 | Magic Wand | 69 | 82.14% | 87.0 | 47.83% | -5.50% | -0.77% | -12.54% | -1.55% | 11:41 | 01:41 | 06:34 | 09:28 | 14:10 | 39:17 | 07:36 | 05:37 |
 | Drum of Endurance | 16 | 19.05% | 84.8 | 62.50% | +16.91% | +12.50% | -37.50% | -5.29% | 24:38 | 12:39 | 17:45 | 23:40 | 27:12 | 46:55 | 09:27 | 07:00 |
 | Boots of Bearing | 8 | 9.52% | 82.6 | 75.00% | +28.95% | +25.00% | -25.00% | -8.33% | 34:12 | 27:34 | 28:21 | 33:24 | 34:21 | 45:04 | 06:00 | 04:26 |
 | Black King Bar | 30 | 35.71% | 80.4 | 53.33% | +7.03% | -15.83% | -10.47% | 0.37% | 31:39 | 18:38 | 23:02 | 28:10 | 37:28 | 54:11 | 14:26 | 10:41 |
 | Void Stone | 15 | 17.86% | 78.3 | 60.00% | +13.62% | +40.00% | -60.00% | -7.20% | 32:42 | 21:36 | 23:39 | 33:11 | 37:32 | 45:15 | 13:53 | 10:17 |
 | Force Staff | 18 | 21.43% | 76.1 | 55.56% | +8.59% | +4.44% | -5.56% | -1.13% | 34:22 | 20:40 | 29:20 | 31:02 | 38:10 | 1:10:19 | 08:50 | 06:32 |
 | Ring of Health | 3 | 3.57% | 73.9 | 100.00% | +53.09% | 0.00% | 0.00% | 0.00% | 44:26 | 33:11 | 33:11 | 40:39 | 59:27 | 59:27 | 26:16 | 19:27 |
 | Phase Boots | 34 | 40.48% | 71.7 | 47.06% | -2.94% | +8.50% | +2.94% | -1.49% | 09:43 | 06:13 | 07:15 | 08:09 | 10:59 | 24:01 | 03:44 | 02:45 |
 | Chainmail | 36 | 42.86% | 69.6 | 44.44% | -7.64% | 0.00% | 0.00% | 0.00% | 09:02 | 04:47 | 05:59 | 07:35 | 10:26 | 23:08 | 04:27 | 03:17 |
 | Aether Lens | 12 | 14.29% | 67.4 | 58.33% | +11.11% | +41.67% | -25.00% | -8.73% | 37:01 | 24:47 | 31:30 | 36:39 | 39:08 | 51:41 | 07:38 | 05:39 |
 | Bottle | 20 | 23.81% | 65.2 | 50.00% | +1.56% | +30.00% | +10.00% | -20.00% | 02:28 | 00:59 | 01:28 | 01:35 | 01:41 | 19:55 | 00:13 | 00:09 |
 | Fluffy Hat | 34 | 40.48% | 63.0 | 44.12% | -7.88% | +0.32% | -6.62% | -0.45% | 19:05 | 07:25 | 09:39 | 12:21 | 25:12 | 1:10:19 | 15:33 | 11:31 |
 | Blight Stone | 15 | 17.86% | 60.9 | 53.33% | +5.50% | +46.67% | -28.33% | -8.38% | 10:25 | 02:07 | 02:35 | 03:28 | 11:32 | 38:41 | 08:57 | 06:37 |
 | Eul's Scepter of Divinity | 4 | 4.76% | 58.7 | 75.00% | +27.50% | +25.00% | -75.00% | 0.00% | 30:32 | 24:58 | 24:58 | 26:08 | 32:38 | 38:22 | 07:40 | 05:40 |
 | Desolator | 4 | 4.76% | 56.5 | 75.00% | +27.50% | +25.00% | +25.00% | 0.00% | 27:38 | 20:39 | 20:39 | 28:10 | 30:35 | 31:07 | 09:56 | 07:21 |
 | Quelling Blade | 30 | 35.71% | 54.3 | 36.67% | -18.89% | +13.33% | -22.38% | -35.71% | 03:38 | -01:29 | -01:29 | -01:29 | 01:00 | 40:49 | 02:29 | 01:50 |
 | Aeon Disk | 2 | 2.38% | 52.2 | 100.00% | +52.44% | 0.00% | 0.00% | 0.00% | 43:24 | 42:39 | 42:39 | 44:09 | 44:09 | 44:09 | 01:30 | 01:06 |
 | Lotus Orb | 2 | 2.38% | 50.0 | 100.00% | +52.44% | 0.00% | 0.00% | 0.00% | 40:08 | 39:35 | 39:35 | 40:40 | 40:40 | 40:40 | 01:05 | 00:48 |
 | Falcon Blade | 14 | 16.67% | 47.8 | 42.86% | -7.14% | -17.86% | -42.86% | -10.87% | 10:38 | 08:27 | 09:36 | 10:09 | 11:54 | 13:01 | 02:18 | 01:42 |
 | Orb of Venom | 8 | 9.52% | 45.7 | 50.00% | +1.32% | -50.00% | +50.00% | 0.00% | -01:25 | -01:29 | -01:29 | -01:29 | -01:29 | -00:57 | 00:00 | 00:00 |
 | Wraith Band | 5 | 5.95% | 43.5 | 60.00% | +11.90% | +40.00% | +40.00% | 0.00% | 16:02 | 01:30 | 01:30 | 24:58 | 25:53 | 26:02 | 24:23 | 18:03 |
 | Aghanim's Scepter | 13 | 15.48% | 41.3 | 38.46% | -12.24% | -5.13% | -5.13% | 0.00% | 38:37 | 28:55 | 32:31 | 34:35 | 37:10 | 60:59 | 04:39 | 03:26 |
 | Aghanim's Shard | 4 | 4.76% | 39.1 | 50.00% | +1.25% | +50.00% | +50.00% | 0.00% | 40:29 | 28:48 | 28:48 | 29:33 | 30:41 | 1:12:52 | 01:53 | 01:23 |
 | Bracer | 4 | 4.76% | 37.0 | 50.00% | +1.25% | -50.00% | +50.00% | 0.00% | 14:32 | 04:36 | 04:36 | 10:07 | 14:22 | 29:01 | 09:46 | 07:14 |
 | Overwhelming Blink | 1 | 1.19% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:06 | 37:06 | 37:06 | 37:06 | 37:06 | 37:06 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.19% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:22 | 14:22 | 14:22 | 14:22 | 14:22 | 14:22 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.19% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:38 | 15:38 | 15:38 | 15:38 | 15:38 | 15:38 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.19% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:32 | 15:32 | 15:32 | 15:32 | 15:32 | 15:32 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.19% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:27 | 39:27 | 39:27 | 39:27 | 39:27 | 39:27 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.19% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:40 | 38:40 | 38:40 | 38:40 | 38:40 | 38:40 | 00:00 | 00:00 |
 | Sange | 1 | 1.19% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:19 | 39:19 | 39:19 | 39:19 | 39:19 | 39:19 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.19% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:39 | 59:39 | 59:39 | 59:39 | 59:39 | 59:39 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.19% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:34 | 17:34 | 17:34 | 17:34 | 17:34 | 17:34 | 00:00 | 00:00 |
 | Buckler | 1 | 1.19% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:37 | 15:37 | 15:37 | 15:37 | 15:37 | 15:37 | 00:00 | 00:00 |
 | Medallion of Courage | 2 | 2.38% | 13.0 | 50.00% | +1.22% | -50.00% | 0.00% | 0.00% | 27:01 | 24:17 | 24:17 | 29:45 | 29:45 | 29:45 | 05:28 | 04:02 |
 | Arcane Boots | 3 | 3.57% | 10.9 | 33.33% | -16.05% | -33.33% | 0.00% | 0.00% | 18:27 | 09:21 | 09:21 | 10:21 | 35:40 | 35:40 | 26:19 | 19:29 |
 | Ring of Protection | 4 | 4.76% | 8.7 | 25.00% | -25.00% | -25.00% | +75.00% | 0.00% | 10:28 | -01:29 | -01:29 | 12:33 | 15:11 | 15:37 | 16:40 | 12:20 |
 | Boots of Travel | 1 | 1.19% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.19% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:29 | 20:29 | 20:29 | 20:29 | 20:29 | 20:29 | 00:00 | 00:00 |
 | Urn of Shadows | 2 | 2.38% | 2.2 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 14:32 | 13:53 | 13:53 | 15:11 | 15:11 | 15:11 | 01:18 | 00:57 |