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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 | |
 | Wraith Pact | 6 | 5.50% | 100.0 | 100.00% | +54.37% | 0.00% | 0.00% | 0.00% | 27:03 | 20:43 | 22:48 | 27:31 | 29:57 | 32:27 | 07:09 | 05:17 |
 | Ring of Health | 28 | 25.69% | 98.1 | 71.43% | +30.69% | +28.57% | 0.00% | -2.98% | 26:04 | 02:46 | 20:45 | 27:54 | 30:21 | 48:16 | 09:36 | 07:06 |
 | Morbid Mask | 9 | 8.26% | 96.2 | 88.89% | +43.89% | +11.11% | +11.11% | 0.00% | 25:22 | 11:16 | 18:01 | 26:22 | 29:38 | 41:31 | 11:37 | 08:36 |
 | Void Stone | 40 | 36.70% | 94.3 | 67.50% | +29.82% | +22.50% | +2.50% | -1.72% | 28:17 | 10:42 | 21:24 | 27:58 | 33:02 | 50:02 | 11:38 | 08:37 |
 | Aghanim's Scepter | 16 | 14.68% | 92.5 | 75.00% | +30.91% | 0.00% | 0.00% | 0.00% | 30:00 | 18:24 | 25:01 | 29:27 | 32:29 | 44:31 | 07:28 | 05:31 |
 | Wraith Band | 8 | 7.34% | 90.6 | 87.50% | +41.96% | +12.50% | -37.50% | 0.00% | 02:51 | 01:28 | 01:47 | 02:23 | 02:50 | 05:29 | 01:03 | 00:46 |
 | Skull Basher | 62 | 56.88% | 88.7 | 58.06% | +21.89% | -1.81% | -4.73% | -0.41% | 27:44 | 17:26 | 24:00 | 27:23 | 31:09 | 46:45 | 07:09 | 05:17 |
 | Buckler | 7 | 6.42% | 86.8 | 85.71% | +39.63% | +14.29% | -35.71% | 0.00% | 23:08 | 09:29 | 18:01 | 26:21 | 27:10 | 30:37 | 09:09 | 06:46 |
 | Vladmir's Offering | 7 | 6.42% | 84.9 | 85.71% | +39.63% | +14.29% | -35.71% | 0.00% | 24:49 | 13:55 | 19:27 | 26:22 | 27:56 | 31:01 | 08:29 | 06:17 |
 | Linken's Sphere | 16 | 14.68% | 83.0 | 68.75% | +23.59% | +6.25% | -18.75% | -3.10% | 28:03 | 18:54 | 23:16 | 27:45 | 31:20 | 36:38 | 08:04 | 05:58 |
 | Aghanim's Shard | 87 | 79.82% | 81.1 | 51.72% | +15.36% | +2.83% | +7.37% | 0.87% | 21:45 | 15:01 | 18:10 | 20:57 | 23:24 | 46:21 | 05:14 | 03:52 |
 | Arcane Boots | 72 | 66.06% | 79.2 | 52.78% | +12.24% | -2.78% | +8.33% | 4.27% | 09:54 | 05:21 | 07:23 | 08:14 | 09:59 | 32:56 | 02:36 | 01:55 |
 | Magic Stick | 99 | 90.83% | 77.4 | 50.51% | +20.51% | +5.49% | +5.49% | 0.00% | 03:54 | -01:29 | 02:07 | 02:28 | 05:53 | 18:42 | 03:46 | 02:47 |
 | Quelling Blade | 98 | 89.91% | 75.5 | 50.00% | +13.64% | -18.00% | +16.67% | 0.00% | -01:26 | -01:30 | -01:29 | -01:29 | -01:29 | 00:56 | 00:00 | 00:00 |
 | Boots of Speed | 108 | 99.08% | 73.6 | 49.07% | +49.07% | +10.19% | -4.63% | -8.47% | 05:34 | 01:07 | 04:34 | 05:29 | 06:19 | 12:02 | 01:45 | 01:17 |
 | Aeon Disk | 15 | 13.76% | 71.7 | 66.67% | +20.93% | -16.67% | +8.33% | 5.12% | 36:23 | 28:09 | 33:40 | 36:27 | 38:33 | 42:25 | 04:53 | 03:37 |
 | Magic Wand | 102 | 93.58% | 69.8 | 47.06% | -24.37% | -8.60% | +12.94% | 4.37% | 06:41 | -01:29 | 03:54 | 06:16 | 08:50 | 20:18 | 04:56 | 03:39 |
 | Blink Dagger | 93 | 85.32% | 67.9 | 46.24% | -16.26% | +18.98% | -11.46% | -6.07% | 19:13 | 11:11 | 16:06 | 18:21 | 21:07 | 41:42 | 05:01 | 03:42 |
 | Diffusal Blade | 64 | 58.72% | 66.0 | 48.44% | -0.45% | +7.81% | +14.06% | 3.38% | 14:01 | 11:20 | 12:51 | 13:53 | 14:42 | 20:46 | 01:51 | 01:22 |
 | Lotus Orb | 6 | 5.50% | 64.2 | 83.33% | +36.73% | +16.67% | +16.67% | 0.00% | 31:01 | 21:03 | 22:42 | 31:57 | 36:09 | 38:55 | 13:27 | 09:57 |
 | Bottle | 66 | 60.55% | 62.3 | 46.97% | -4.19% | +5.97% | +3.03% | -2.94% | 01:35 | 00:22 | 01:17 | 01:32 | 01:45 | 04:00 | 00:28 | 00:20 |
 | Eul's Scepter of Divinity | 12 | 11.01% | 60.4 | 66.67% | +20.28% | 0.00% | -33.34% | -3.22% | 24:47 | 18:40 | 20:00 | 21:33 | 30:21 | 33:09 | 10:21 | 07:40 |
 | Blight Stone | 79 | 72.48% | 58.5 | 45.57% | -11.10% | -0.57% | -0.57% | 0.00% | 03:55 | -01:29 | 02:41 | 03:22 | 04:22 | 11:15 | 01:41 | 01:14 |
 | Orb of Corrosion | 64 | 58.72% | 56.6 | 45.31% | -8.02% | -7.81% | -1.56% | 1.54% | 07:15 | 03:38 | 04:58 | 06:45 | 09:02 | 15:48 | 04:04 | 03:00 |
 | Fluffy Hat | 65 | 59.63% | 54.7 | 44.62% | -9.93% | -7.12% | -0.87% | 1.35% | 06:33 | 02:25 | 04:05 | 06:16 | 08:42 | 15:20 | 04:37 | 03:25 |
 | Orb of Venom | 66 | 60.55% | 52.8 | 43.94% | -11.87% | -8.65% | -0.19% | 2.06% | 05:45 | -01:29 | 03:32 | 04:57 | 07:38 | 15:20 | 04:06 | 03:02 |
 | Aether Lens | 7 | 6.42% | 50.9 | 71.43% | +24.37% | +28.57% | -21.43% | 0.00% | 38:37 | 32:15 | 33:02 | 38:28 | 39:09 | 50:03 | 06:07 | 04:31 |
 | Wind Lace | 14 | 12.84% | 49.1 | 57.14% | +9.77% | -7.14% | +9.53% | 1.48% | 20:46 | 06:21 | 17:50 | 18:22 | 29:08 | 32:40 | 11:18 | 08:22 |
 | Ring of Protection | 22 | 20.18% | 47.2 | 50.00% | +1.72% | -16.67% | +50.00% | 4.64% | 08:19 | -01:29 | 01:26 | 03:21 | 15:49 | 30:36 | 14:23 | 10:39 |
 | Ring of Basilius | 12 | 11.01% | 45.3 | 58.33% | +10.91% | +41.67% | +8.34% | -2.28% | 16:42 | 01:55 | 09:43 | 14:34 | 24:21 | 30:37 | 14:38 | 10:50 |
 | Bracer | 8 | 7.34% | 43.4 | 62.50% | +14.98% | +37.50% | -12.50% | 0.00% | 03:15 | 01:59 | 02:00 | 02:32 | 02:42 | 07:35 | 00:42 | 00:31 |
 | Black King Bar | 14 | 12.84% | 41.5 | 50.00% | +1.58% | +25.00% | -16.67% | -5.08% | 30:26 | 20:00 | 25:59 | 28:30 | 34:11 | 49:21 | 08:12 | 06:04 |
 | Vanguard | 4 | 3.67% | 39.6 | 75.00% | +27.38% | +25.00% | +25.00% | 0.00% | 31:40 | 09:17 | 09:17 | 29:05 | 38:26 | 49:52 | 29:09 | 21:35 |
 | Satanic | 2 | 1.83% | 37.7 | 100.00% | +52.34% | 0.00% | 0.00% | 0.00% | 38:11 | 33:49 | 33:49 | 42:32 | 42:32 | 42:32 | 08:43 | 06:27 |
 | Refresher Orb | 2 | 1.83% | 35.8 | 100.00% | +52.34% | 0.00% | 0.00% | 0.00% | 45:23 | 42:29 | 42:29 | 48:16 | 48:16 | 48:16 | 05:47 | 04:17 |
 | Power Treads | 14 | 12.84% | 34.0 | 42.86% | -6.61% | -17.86% | -9.53% | 1.02% | 15:57 | 08:17 | 12:02 | 14:20 | 20:14 | 26:13 | 08:12 | 06:04 |
 | Octarine Core | 5 | 4.59% | 32.1 | 60.00% | +11.92% | +40.00% | -60.00% | 0.00% | 37:46 | 34:07 | 34:07 | 39:09 | 39:58 | 40:08 | 05:51 | 04:20 |
 | Abyssal Blade | 3 | 2.75% | 30.2 | 66.67% | +18.56% | -66.67% | 0.00% | 0.00% | 40:30 | 32:49 | 32:49 | 38:32 | 50:09 | 50:09 | 17:20 | 12:50 |
 | Urn of Shadows | 13 | 11.93% | 28.3 | 30.77% | -20.27% | +2.56% | +2.56% | 0.00% | 06:36 | 03:07 | 03:40 | 04:40 | 07:55 | 15:49 | 04:15 | 03:08 |
 | Tranquil Boots | 1 | 0.92% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:58 | 06:58 | 06:58 | 06:58 | 06:58 | 06:58 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.92% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:04 | 40:04 | 40:04 | 40:04 | 40:04 | 40:04 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.92% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:51 | 29:51 | 29:51 | 29:51 | 29:51 | 29:51 | 00:00 | 00:00 |
 | Spirit Vessel | 10 | 9.17% | 20.8 | 20.00% | -31.52% | +13.33% | -20.00% | 0.00% | 16:33 | 09:46 | 12:50 | 14:18 | 17:07 | 31:05 | 04:17 | 03:10 |
 | Heaven's Halberd | 3 | 2.75% | 18.9 | 33.33% | -15.73% | +66.67% | 0.00% | 0.00% | 29:30 | 26:17 | 26:17 | 28:09 | 34:05 | 34:05 | 07:48 | 05:46 |
 | Shiva's Guard | 3 | 2.75% | 17.0 | 33.33% | -15.73% | +66.67% | 0.00% | 0.00% | 34:52 | 30:50 | 30:50 | 32:40 | 41:06 | 41:06 | 10:16 | 07:36 |
 | Sange | 4 | 3.67% | 15.1 | 25.00% | -24.52% | +75.00% | -25.00% | 0.00% | 30:51 | 25:18 | 25:18 | 26:27 | 33:56 | 37:42 | 08:38 | 06:23 |
 | Rod of Atos | 1 | 0.92% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:59 | 27:59 | 27:59 | 27:59 | 27:59 | 27:59 | 00:00 | 00:00 |
 | Javelin | 7 | 6.42% | 11.3 | 0.00% | -51.96% | 0.00% | 0.00% | 0.00% | 17:57 | 08:26 | 10:45 | 18:34 | 19:35 | 35:49 | 08:50 | 06:32 |
 | Overwhelming Blink | 2 | 1.83% | 9.4 | 0.00% | -49.53% | 0.00% | 0.00% | 0.00% | 49:53 | 46:33 | 46:33 | 53:12 | 53:12 | 53:12 | 06:39 | 04:55 |
 | Crown | 1 | 0.92% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:46 | 24:46 | 24:46 | 24:46 | 24:46 | 24:46 | 00:00 | 00:00 |
 | Maelstrom | 6 | 5.50% | 5.7 | 0.00% | -51.46% | 0.00% | 0.00% | 0.00% | 20:38 | 12:30 | 13:52 | 16:01 | 23:51 | 37:57 | 09:59 | 07:23 |
 | Soul Ring | 1 | 0.92% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:08 | 04:08 | 04:08 | 04:08 | 04:08 | 04:08 | 00:00 | 00:00 |
 | Gleipnir | 1 | 0.92% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:15 | 28:15 | 28:15 | 28:15 | 28:15 | 28:15 | 00:00 | 00:00 |