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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 | 5 | 4.95% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 37:35 | 27:02 | 27:02 | 35:46 | 38:11 | 52:38 | 11:09 | 08:15 |
 | Force Staff | 36 | 35.64% | 98.0 | 61.11% | +13.42% | +5.56% | -5.55% | -1.44% | 27:48 | 18:42 | 23:32 | 27:20 | 31:14 | 41:42 | 07:42 | 05:42 |
 | Boots of Speed | 101 | 100.00% | 96.1 | 52.48% | +52.48% | -8.48% | +3.52% | 3.13% | 05:19 | -01:29 | 03:53 | 06:10 | 07:43 | 12:03 | 03:50 | 02:50 |
 | Ring of Protection | 49 | 48.51% | 94.1 | 57.14% | +9.06% | -7.14% | +9.53% | 1.57% | 10:34 | -01:29 | 03:51 | 11:16 | 14:29 | 29:03 | 10:38 | 07:52 |
 | Aghanim's Shard | 37 | 36.63% | 92.2 | 59.46% | +11.02% | +18.32% | -3.90% | -2.00% | 26:51 | 15:14 | 20:36 | 26:35 | 31:42 | 47:57 | 11:06 | 08:13 |
 | Aghanim's Scepter | 14 | 13.86% | 90.2 | 71.43% | +22.00% | -46.43% | +28.57% | 7.36% | 31:56 | 21:45 | 25:50 | 31:25 | 36:01 | 44:43 | 10:11 | 07:32 |
 | Ring of Basilius | 14 | 13.86% | 88.2 | 71.43% | +22.00% | -21.43% | +28.57% | 3.75% | 22:13 | 09:34 | 15:08 | 18:15 | 28:29 | 47:55 | 13:21 | 09:53 |
 | Chainmail | 7 | 6.93% | 86.3 | 85.71% | +35.71% | +14.29% | +14.29% | 0.00% | 17:31 | 06:09 | 07:04 | 17:26 | 17:48 | 30:35 | 10:44 | 07:57 |
 | Magic Stick | 99 | 98.02% | 84.3 | 51.52% | -48.48% | +16.48% | -11.52% | -3.78% | 04:18 | -01:30 | -01:29 | 03:32 | 08:54 | 14:03 | 10:23 | 07:41 |
 | Magic Wand | 95 | 94.06% | 82.4 | 51.58% | -15.09% | +2.59% | -1.58% | -0.99% | 12:07 | -01:29 | 09:49 | 12:00 | 14:03 | 28:14 | 04:14 | 03:08 |
 | Tranquil Boots | 90 | 89.11% | 80.4 | 51.11% | -12.53% | -11.98% | +3.44% | 3.67% | 09:28 | 04:34 | 07:14 | 08:41 | 11:26 | 18:21 | 04:12 | 03:06 |
 | Wind Lace | 90 | 89.11% | 78.4 | 51.11% | -12.53% | +1.06% | +17.07% | 2.18% | 04:30 | -01:30 | -01:29 | 04:18 | 08:50 | 18:21 | 10:19 | 07:38 |
 | Fluffy Hat | 54 | 53.47% | 76.5 | 53.70% | +2.64% | -3.70% | +15.53% | 1.89% | 17:30 | 08:24 | 11:55 | 15:32 | 22:07 | 39:38 | 10:12 | 07:33 |
 | Pipe of Insight | 4 | 3.96% | 74.5 | 100.00% | +49.48% | 0.00% | 0.00% | 0.00% | 29:57 | 27:38 | 27:38 | 28:37 | 29:28 | 34:03 | 01:50 | 01:21 |
 | Orchid Malevolence | 4 | 3.96% | 72.5 | 100.00% | +49.48% | 0.00% | 0.00% | 0.00% | 20:38 | 12:46 | 12:46 | 17:55 | 21:52 | 30:00 | 09:06 | 06:44 |
 | Drum of Endurance | 13 | 12.87% | 70.6 | 69.23% | +19.23% | -35.90% | +30.77% | 9.95% | 21:06 | 16:10 | 17:23 | 20:40 | 24:05 | 27:44 | 06:42 | 04:57 |
 | Soul Ring | 31 | 30.69% | 68.6 | 54.84% | +3.41% | -4.84% | -4.84% | 0.00% | 14:04 | 06:58 | 10:06 | 13:10 | 16:20 | 28:43 | 06:14 | 04:37 |
 | Headdress | 6 | 5.94% | 66.7 | 83.33% | +32.80% | -33.33% | +16.67% | 0.00% | 07:48 | -01:29 | -01:29 | -01:28 | 25:38 | 27:01 | 27:07 | 20:05 |
 | Buckler | 12 | 11.88% | 64.7 | 66.67% | +16.11% | 0.00% | 0.00% | 0.00% | 25:54 | 17:17 | 17:42 | 21:41 | 29:08 | 47:54 | 11:26 | 08:28 |
 | Vladmir's Offering | 8 | 7.92% | 62.7 | 75.00% | +24.46% | -25.00% | +25.00% | 10.99% | 31:28 | 22:58 | 25:55 | 29:25 | 30:28 | 48:16 | 04:33 | 03:22 |
 | Hood of Defiance | 8 | 7.92% | 60.8 | 75.00% | +24.46% | +25.00% | +25.00% | 0.00% | 18:59 | 15:17 | 16:14 | 19:08 | 19:48 | 22:28 | 03:34 | 02:38 |
 | Morbid Mask | 8 | 7.92% | 58.8 | 75.00% | +24.46% | -25.00% | +25.00% | 12.05% | 30:38 | 20:48 | 25:00 | 28:18 | 29:09 | 47:55 | 04:09 | 03:04 |
 | Ring of Health | 17 | 16.83% | 56.9 | 58.82% | +7.63% | +16.18% | -8.82% | -2.12% | 24:06 | 11:58 | 16:57 | 20:00 | 28:43 | 55:53 | 11:46 | 08:42 |
 | Void Stone | 17 | 16.83% | 54.9 | 58.82% | +7.63% | +41.18% | -33.82% | -4.64% | 31:49 | 09:29 | 23:02 | 35:17 | 39:11 | 55:53 | 16:09 | 11:57 |
 | Quelling Blade | 11 | 10.89% | 52.9 | 63.64% | +12.53% | +3.03% | +3.03% | 0.00% | 07:18 | -01:29 | -01:29 | 06:44 | 09:57 | 24:15 | 11:26 | 08:28 |
 | Spirit Vessel | 7 | 6.93% | 51.0 | 71.43% | +20.37% | -21.43% | +28.57% | 0.00% | 18:51 | 15:36 | 17:08 | 18:28 | 19:06 | 22:28 | 01:58 | 01:27 |
 | Black King Bar | 5 | 4.95% | 49.0 | 80.00% | +28.96% | -80.00% | +20.00% | 0.00% | 33:10 | 15:20 | 15:20 | 29:00 | 35:44 | 58:01 | 20:24 | 15:06 |
 | Urn of Shadows | 13 | 12.87% | 47.1 | 53.85% | +1.58% | +12.82% | -20.52% | -7.46% | 10:41 | 03:52 | 08:09 | 11:52 | 12:37 | 15:20 | 04:28 | 03:18 |
 | Bottle | 4 | 3.96% | 45.1 | 75.00% | +23.45% | -75.00% | +25.00% | 0.00% | 13:07 | 01:12 | 01:12 | 01:29 | 01:42 | 48:06 | 00:30 | 00:22 |
 | Phase Boots | 4 | 3.96% | 43.1 | 75.00% | +23.45% | +25.00% | -75.00% | 0.00% | 12:20 | 06:49 | 06:49 | 07:15 | 16:20 | 18:55 | 09:31 | 07:02 |
 | Bracer | 16 | 15.84% | 41.2 | 43.75% | -10.37% | +6.25% | +6.25% | 0.00% | 18:11 | 01:35 | 12:29 | 15:22 | 23:53 | 39:39 | 11:24 | 08:26 |
 | Blight Stone | 2 | 1.98% | 39.2 | 100.00% | +48.48% | 0.00% | 0.00% | 0.00% | 23:29 | 17:26 | 17:26 | 29:32 | 29:32 | 29:32 | 12:06 | 08:57 |
 | Medallion of Courage | 2 | 1.98% | 37.3 | 100.00% | +48.48% | 0.00% | 0.00% | 0.00% | 23:29 | 17:26 | 17:26 | 29:32 | 29:32 | 29:32 | 12:06 | 08:57 |
 | Lotus Orb | 8 | 7.92% | 35.3 | 50.00% | -2.69% | 0.00% | -50.00% | -4.55% | 36:56 | 24:57 | 28:46 | 35:17 | 39:45 | 55:55 | 10:59 | 08:08 |
 | Glimmer Cape | 6 | 5.94% | 33.3 | 50.00% | -2.63% | 0.00% | -50.00% | 0.00% | 24:48 | 19:22 | 20:57 | 23:54 | 27:48 | 31:53 | 06:51 | 05:04 |
 | Crown | 3 | 2.97% | 31.4 | 66.67% | +14.63% | +33.33% | 0.00% | 0.00% | 40:33 | 19:18 | 19:18 | 28:29 | 1:13:52 | 1:13:52 | 54:34 | 40:25 |
 | Eul's Scepter of Divinity | 4 | 3.96% | 29.4 | 50.00% | -2.58% | +50.00% | -50.00% | 0.00% | 40:29 | 36:41 | 36:41 | 38:56 | 42:29 | 43:51 | 05:48 | 04:17 |
 | Veil of Discord | 1 | 0.99% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:33 | 28:33 | 28:33 | 28:33 | 28:33 | 28:33 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.99% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:31 | 40:31 | 40:31 | 40:31 | 40:31 | 40:31 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.99% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:15 | 24:15 | 24:15 | 24:15 | 24:15 | 24:15 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 0.99% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:08 | 33:08 | 33:08 | 33:08 | 33:08 | 33:08 | 00:00 | 00:00 |
 | Ghost Scepter | 11 | 10.89% | 19.6 | 27.27% | -28.29% | +6.06% | +6.06% | 0.00% | 32:45 | 22:10 | 24:43 | 34:22 | 38:49 | 42:21 | 14:06 | 10:26 |
 | Blink Dagger | 2 | 1.98% | 17.6 | 50.00% | -2.53% | +50.00% | 0.00% | 0.00% | 44:07 | 42:35 | 42:35 | 45:38 | 45:38 | 45:38 | 03:03 | 02:15 |
 | Heaven's Halberd | 2 | 1.98% | 15.7 | 50.00% | -2.53% | -50.00% | 0.00% | 0.00% | 27:17 | 23:37 | 23:37 | 30:57 | 30:57 | 30:57 | 07:20 | 05:25 |
 | Sange | 2 | 1.98% | 13.7 | 50.00% | -2.53% | -50.00% | 0.00% | 0.00% | 23:12 | 19:53 | 19:53 | 26:31 | 26:31 | 26:31 | 06:38 | 04:54 |
 | Vanguard | 4 | 3.96% | 11.8 | 25.00% | -28.61% | -25.00% | -25.00% | 0.00% | 20:43 | 17:27 | 17:27 | 20:20 | 22:15 | 22:51 | 04:48 | 03:33 |
 | Crimson Guard | 1 | 0.99% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:45 | 31:45 | 31:45 | 31:45 | 31:45 | 31:45 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.99% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Dagon | 1 | 0.99% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:52 | 1:13:52 | 1:13:52 | 1:13:52 | 1:13:52 | 1:13:52 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 1.98% | 3.9 | 0.00% | -53.54% | 0.00% | 0.00% | 0.00% | 29:14 | 27:16 | 27:16 | 31:12 | 31:12 | 31:12 | 03:56 | 02:54 |
 | Boots of Bearing | 1 | 0.99% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 00:00 | 00:00 |