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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 | |
 | Black King Bar | 20 | 42.55% | 100.0 | 80.00% | +35.56% | -20.00% | 0.00% | 3.58% | 30:19 | 22:31 | 26:44 | 29:06 | 32:19 | 44:57 | 05:35 | 04:08 |
 | Aghanim's Shard | 23 | 48.94% | 97.8 | 73.91% | +28.08% | +26.09% | -7.24% | -4.31% | 26:33 | 17:08 | 20:08 | 24:48 | 27:52 | 53:02 | 07:44 | 05:43 |
 | Void Stone | 8 | 17.02% | 95.7 | 87.50% | +33.65% | +12.50% | +12.50% | 0.00% | 39:30 | 26:35 | 32:23 | 38:25 | 43:41 | 50:45 | 11:18 | 08:22 |
 | Blink Dagger | 30 | 63.83% | 93.5 | 66.67% | +19.61% | +20.83% | -23.81% | -6.87% | 25:21 | 15:16 | 22:31 | 24:14 | 29:01 | 36:43 | 06:30 | 04:48 |
 | Ring of Health | 10 | 21.28% | 91.3 | 80.00% | +25.95% | +20.00% | +20.00% | 0.00% | 32:11 | 14:11 | 21:51 | 29:53 | 43:41 | 50:45 | 21:50 | 16:10 |
 | Helm of the Overlord | 43 | 91.49% | 89.1 | 60.47% | +10.47% | +30.44% | -5.92% | -12.68% | 18:32 | 14:14 | 16:43 | 17:56 | 19:35 | 31:19 | 02:52 | 02:07 |
 | Ring of Protection | 47 | 100.00% | 87.0 | 59.57% | +59.57% | +15.43% | -9.57% | -9.20% | 09:44 | -01:30 | 09:00 | 10:26 | 11:43 | 22:00 | 02:43 | 02:00 |
 | Boots of Speed | 47 | 100.00% | 84.8 | 59.57% | +59.57% | +15.43% | -26.24% | -5.20% | 12:30 | -01:29 | 09:06 | 11:02 | 17:07 | 24:47 | 08:01 | 05:56 |
 | Helm of the Dominator | 46 | 97.87% | 82.6 | 58.70% | -41.30% | +24.63% | +4.94% | -14.06% | 08:28 | 05:51 | 07:42 | 08:21 | 09:06 | 11:42 | 01:24 | 01:02 |
 | Helm of Iron Will | 46 | 97.87% | 80.4 | 58.70% | -41.30% | +16.30% | -4.15% | -17.04% | 03:39 | 01:47 | 02:57 | 03:24 | 04:09 | 08:35 | 01:12 | 00:53 |
 | Crown | 46 | 97.87% | 78.3 | 58.70% | -41.30% | +7.97% | +4.94% | -2.39% | 05:18 | 03:02 | 04:46 | 05:06 | 06:02 | 08:24 | 01:16 | 00:56 |
 | Vladmir's Offering | 45 | 95.74% | 76.1 | 57.78% | -42.22% | +24.04% | -21.42% | -17.71% | 15:37 | 12:00 | 13:54 | 15:02 | 16:28 | 29:12 | 02:34 | 01:54 |
 | Buckler | 45 | 95.74% | 73.9 | 57.78% | -42.22% | +5.86% | -21.42% | -10.70% | 11:33 | 07:49 | 09:42 | 10:49 | 12:15 | 22:45 | 02:33 | 01:53 |
 | Ring of Basilius | 45 | 95.74% | 71.7 | 57.78% | -42.22% | -12.33% | -3.23% | 4.37% | 10:30 | 01:11 | 08:58 | 10:16 | 11:03 | 28:02 | 02:05 | 01:32 |
 | Morbid Mask | 45 | 95.74% | 69.6 | 57.78% | -42.22% | +14.95% | -12.33% | -8.99% | 14:13 | 10:06 | 12:08 | 13:33 | 15:10 | 28:37 | 03:02 | 02:14 |
 | Quelling Blade | 41 | 87.23% | 67.4 | 58.54% | -8.13% | -8.54% | -8.54% | 0.00% | -01:26 | -01:30 | -01:29 | -01:29 | -01:29 | 00:31 | 00:00 | 00:00 |
 | Wind Lace | 18 | 38.30% | 65.2 | 61.11% | +2.49% | +18.89% | -11.11% | -4.44% | 21:32 | 03:55 | 18:31 | 20:03 | 25:16 | 39:34 | 06:45 | 05:00 |
 | Chainmail | 10 | 21.28% | 63.0 | 70.00% | +13.24% | -3.33% | +30.00% | 3.88% | 22:59 | 08:57 | 16:07 | 19:29 | 24:43 | 54:58 | 08:36 | 06:22 |
 | Magic Stick | 21 | 44.68% | 60.9 | 57.14% | -4.40% | +42.86% | +22.86% | 0.00% | 00:07 | -01:29 | -01:29 | -01:29 | -01:29 | 16:20 | 00:00 | 00:00 |
 | Hood of Defiance | 3 | 6.38% | 58.7 | 100.00% | +43.18% | 0.00% | 0.00% | 0.00% | 17:08 | 14:17 | 14:17 | 15:05 | 22:02 | 22:02 | 07:45 | 05:44 |
 | Headdress | 3 | 6.38% | 56.5 | 100.00% | +43.18% | 0.00% | 0.00% | 0.00% | 19:08 | 15:28 | 15:28 | 17:34 | 24:23 | 24:23 | 08:55 | 06:36 |
 | Pipe of Insight | 3 | 6.38% | 54.3 | 100.00% | +43.18% | 0.00% | 0.00% | 0.00% | 21:32 | 18:36 | 18:36 | 20:56 | 25:03 | 25:03 | 06:27 | 04:46 |
 | Soul Ring | 3 | 6.38% | 52.2 | 100.00% | +43.18% | 0.00% | 0.00% | 0.00% | 12:16 | 06:37 | 06:37 | 10:52 | 19:19 | 19:19 | 12:42 | 09:24 |
 | Medallion of Courage | 9 | 19.15% | 50.0 | 66.67% | +8.78% | +33.33% | +33.33% | 0.00% | 26:17 | 16:24 | 19:15 | 25:23 | 26:31 | 54:59 | 07:16 | 05:22 |
 | Blight Stone | 9 | 19.15% | 47.8 | 66.67% | +8.78% | +33.33% | +33.33% | 0.00% | 26:15 | 16:24 | 19:15 | 25:23 | 26:31 | 54:59 | 07:16 | 05:22 |
 | Solar Crest | 7 | 14.89% | 45.7 | 71.43% | +13.93% | +28.57% | -21.43% | -5.30% | 26:02 | 19:53 | 19:58 | 27:33 | 29:24 | 29:48 | 09:26 | 06:59 |
 | Assault Cuirass | 5 | 10.64% | 43.5 | 80.00% | +22.86% | +20.00% | -80.00% | 0.00% | 38:28 | 34:21 | 34:21 | 36:04 | 41:56 | 45:21 | 07:35 | 05:37 |
 | Drum of Endurance | 4 | 8.51% | 41.3 | 75.00% | +16.86% | +25.00% | +25.00% | 0.00% | 20:04 | 12:55 | 12:55 | 20:03 | 20:08 | 27:11 | 07:13 | 05:20 |
 | Magic Wand | 11 | 23.40% | 39.1 | 45.45% | -18.44% | -12.12% | +54.55% | 5.64% | 08:43 | -01:29 | -01:29 | 09:58 | 13:18 | 21:39 | 14:47 | 10:57 |
 | Refresher Orb | 3 | 6.38% | 37.0 | 66.67% | +7.58% | -66.67% | 0.00% | 0.00% | 48:06 | 44:30 | 44:30 | 48:57 | 50:51 | 50:51 | 06:21 | 04:42 |
 | Ghost Scepter | 1 | 2.13% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:52 | 23:52 | 23:52 | 23:52 | 23:52 | 23:52 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.13% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:03 | 55:03 | 55:03 | 55:03 | 55:03 | 55:03 | 00:00 | 00:00 |
 | Bracer | 1 | 2.13% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Octarine Core | 1 | 2.13% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:05 | 40:05 | 40:05 | 40:05 | 40:05 | 40:05 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.13% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:01 | 40:01 | 40:01 | 40:01 | 40:01 | 40:01 | 00:00 | 00:00 |
 | Aether Lens | 1 | 2.13% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:10 | 35:10 | 35:10 | 35:10 | 35:10 | 35:10 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 2.13% | 21.7 | 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 |
 | Orb of Venom | 1 | 2.13% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 2.13% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:08 | 35:08 | 35:08 | 35:08 | 35:08 | 35:08 | 00:00 | 00:00 |
 | Phase Boots | 2 | 4.26% | 15.2 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 12:22 | 10:07 | 10:07 | 14:36 | 14:36 | 14:36 | 04:29 | 03:19 |
 | Tranquil Boots | 2 | 4.26% | 13.0 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 12:23 | 04:23 | 04:23 | 20:23 | 20:23 | 20:23 | 16:00 | 11:51 |
 | Force Staff | 2 | 4.26% | 10.9 | 0.00% | -62.22% | 0.00% | 0.00% | 0.00% | 33:17 | 31:06 | 31:06 | 35:27 | 35:27 | 35:27 | 04:21 | 03:13 |
 | Crimson Guard | 1 | 2.13% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:44 | 32:44 | 32:44 | 32:44 | 32:44 | 32:44 | 00:00 | 00:00 |
 | Fluffy Hat | 2 | 4.26% | 6.5 | 0.00% | -62.22% | 0.00% | 0.00% | 0.00% | 33:17 | 31:06 | 31:06 | 35:27 | 35:27 | 35:27 | 04:21 | 03:13 |
 | Overwhelming Blink | 1 | 2.13% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:49 | 1:01:49 | 1:01:49 | 1:01:49 | 1:01:49 | 1:01:49 | 00:00 | 00:00 |
 | Vanguard | 1 | 2.13% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:54 | 29:54 | 29:54 | 29:54 | 29:54 | 29:54 | 00:00 | 00:00 |