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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 | |
 | Aether Lens | 12 | 21.43% | 100.0 | 83.33% | +42.42% | +16.67% | +16.67% | 0.00% | 31:17 | 20:25 | 27:14 | 30:49 | 32:15 | 42:01 | 05:01 | 03:42 |
 | Void Stone | 25 | 44.64% | 98.0 | 72.00% | +39.74% | -22.00% | +11.33% | 4.63% | 29:30 | 16:27 | 26:04 | 30:15 | 33:16 | 40:17 | 07:12 | 05:20 |
 | Lotus Orb | 9 | 16.07% | 96.0 | 77.78% | +33.10% | -27.78% | +22.22% | 0.00% | 34:23 | 27:26 | 30:09 | 33:16 | 35:41 | 48:04 | 05:32 | 04:05 |
 | Tranquil Boots | 9 | 16.07% | 94.0 | 77.78% | +33.10% | -27.78% | +22.22% | 0.00% | 24:27 | 14:11 | 20:35 | 21:50 | 29:57 | 36:12 | 09:22 | 06:56 |
 | Magic Stick | 52 | 92.86% | 92.0 | 53.85% | +53.85% | 0.00% | 0.00% | 0.00% | 04:05 | 00:09 | 01:43 | 02:24 | 05:55 | 13:19 | 04:12 | 03:06 |
 | Wind Lace | 46 | 82.14% | 90.0 | 52.17% | +12.17% | -18.84% | +2.38% | 2.29% | 13:08 | 02:18 | 06:49 | 10:53 | 16:05 | 34:31 | 09:16 | 06:51 |
 | Boots of Speed | 56 | 100.00% | 88.0 | 50.00% | +50.00% | 0.00% | +14.29% | 5.83% | 05:34 | 02:18 | 03:25 | 05:10 | 05:52 | 15:22 | 02:27 | 01:48 |
 | Guardian Greaves | 8 | 14.29% | 86.0 | 75.00% | +29.17% | -25.00% | +25.00% | 0.00% | 27:53 | 18:26 | 20:53 | 26:10 | 30:25 | 42:41 | 09:32 | 07:03 |
 | Arcane Boots | 27 | 48.21% | 84.0 | 55.56% | +10.73% | -26.99% | +1.58% | 2.56% | 14:20 | 06:17 | 08:57 | 11:45 | 20:07 | 30:18 | 11:10 | 08:16 |
 | Magic Wand | 37 | 66.07% | 82.0 | 51.35% | +3.98% | +4.21% | -6.91% | -1.45% | 13:12 | 06:15 | 08:36 | 11:24 | 16:17 | 36:08 | 07:41 | 05:41 |
 | Quelling Blade | 47 | 83.93% | 80.0 | 46.81% | -19.86% | -13.48% | +3.19% | 14.71% | 04:12 | 00:03 | 00:48 | 01:03 | 01:56 | 37:18 | 01:08 | 00:50 |
 | Ring of Health | 30 | 53.57% | 78.0 | 50.00% | 0.00% | -12.50% | +21.43% | 6.30% | 19:32 | 11:30 | 14:30 | 17:24 | 19:53 | 47:48 | 05:23 | 03:59 |
 | Stout Shield | 41 | 73.21% | 76.0 | 46.34% | -13.66% | -6.34% | -6.34% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Medallion of Courage | 24 | 42.86% | 74.0 | 50.00% | 0.00% | 0.00% | -33.33% | -3.81% | 23:44 | 12:00 | 17:35 | 22:52 | 26:20 | 39:54 | 08:45 | 06:28 |
 | Blight Stone | 24 | 42.86% | 72.0 | 50.00% | 0.00% | 0.00% | -33.33% | -3.86% | 23:34 | 12:00 | 17:35 | 22:52 | 26:13 | 39:54 | 08:38 | 06:23 |
 | Solar Crest | 19 | 33.93% | 70.0 | 52.63% | +3.98% | +7.37% | -12.63% | -2.15% | 27:48 | 16:51 | 22:45 | 26:29 | 32:02 | 40:17 | 09:17 | 06:52 |
 | Chainmail | 38 | 67.86% | 68.0 | 44.74% | -16.37% | +15.26% | -0.30% | -2.10% | 13:26 | 03:58 | 07:54 | 10:42 | 15:18 | 35:10 | 07:24 | 05:28 |
 | Soul Ring | 38 | 67.86% | 66.0 | 44.74% | -16.37% | -34.74% | -0.30% | 8.10% | 05:58 | 02:26 | 03:40 | 05:24 | 07:55 | 10:15 | 04:15 | 03:08 |
 | Buckler | 12 | 21.43% | 64.0 | 58.33% | +10.60% | -25.00% | +8.34% | 4.42% | 20:07 | 11:56 | 14:38 | 15:18 | 22:11 | 41:08 | 07:33 | 05:35 |
 | Mekansm | 10 | 17.86% | 62.0 | 60.00% | +12.17% | -26.67% | +40.00% | 8.62% | 22:36 | 14:23 | 17:43 | 19:50 | 25:27 | 41:09 | 07:44 | 05:43 |
 | Headdress | 26 | 46.43% | 60.0 | 46.15% | -7.18% | +10.99% | -46.15% | -9.71% | 18:08 | 09:45 | 15:17 | 17:03 | 21:10 | 23:54 | 05:53 | 04:21 |
 | Phase Boots | 22 | 39.29% | 58.0 | 45.45% | -7.49% | +21.22% | -5.45% | -7.77% | 09:07 | 05:14 | 07:36 | 09:18 | 11:02 | 15:05 | 03:26 | 02:32 |
 | Ring of Protection | 6 | 10.71% | 56.0 | 66.67% | +18.67% | -16.67% | +33.33% | 0.00% | 16:46 | 02:35 | 09:41 | 10:13 | 21:36 | 41:58 | 11:55 | 08:49 |
 | Crown | 18 | 32.14% | 54.0 | 44.44% | -8.19% | -4.44% | +5.56% | 3.08% | 14:26 | 08:32 | 10:44 | 12:12 | 13:59 | 35:20 | 03:15 | 02:24 |
 | Drum of Endurance | 18 | 32.14% | 52.0 | 44.44% | -8.19% | -4.44% | -19.44% | -9.68% | 16:03 | 09:41 | 13:42 | 14:12 | 15:15 | 35:20 | 01:33 | 01:08 |
 | Pipe of Insight | 22 | 39.29% | 50.0 | 40.91% | -14.97% | +9.09% | -20.91% | -5.41% | 20:32 | 15:04 | 17:36 | 20:03 | 23:09 | 26:28 | 05:33 | 04:06 |
 | Black King Bar | 2 | 3.57% | 48.0 | 100.00% | +51.85% | 0.00% | 0.00% | 0.00% | 32:39 | 32:00 | 32:00 | 33:18 | 33:18 | 33:18 | 01:18 | 00:57 |
 | Glimmer Cape | 2 | 3.57% | 46.0 | 100.00% | +51.85% | 0.00% | 0.00% | 0.00% | 37:58 | 37:21 | 37:21 | 38:34 | 38:34 | 38:34 | 01:13 | 00:54 |
 | Hood of Defiance | 23 | 41.07% | 44.0 | 39.13% | -18.45% | +10.87% | -22.46% | -6.76% | 17:38 | 11:58 | 14:55 | 17:24 | 19:51 | 24:33 | 04:56 | 03:39 |
 | Ring of Basilius | 5 | 8.93% | 42.0 | 60.00% | +10.98% | -60.00% | +40.00% | 0.00% | 19:36 | 09:41 | 09:41 | 14:32 | 21:36 | 41:58 | 11:55 | 08:49 |
 | Vladmir's Offering | 5 | 8.93% | 40.0 | 60.00% | +10.98% | -60.00% | +40.00% | 0.00% | 27:01 | 16:29 | 16:29 | 28:41 | 30:34 | 41:58 | 14:05 | 10:25 |
 | Morbid Mask | 5 | 8.93% | 38.0 | 60.00% | +10.98% | -60.00% | +40.00% | 0.00% | 25:29 | 15:44 | 15:44 | 25:31 | 27:36 | 41:58 | 11:52 | 08:47 |
 | Hand of Midas | 10 | 17.86% | 36.0 | 40.00% | -12.17% | -6.67% | +10.00% | 4.29% | 16:56 | 11:45 | 13:01 | 16:04 | 16:54 | 36:29 | 03:53 | 02:52 |
 | Aeon Disk | 3 | 5.36% | 34.0 | 66.67% | +17.61% | +33.33% | 0.00% | 0.00% | 45:22 | 38:42 | 38:42 | 43:07 | 54:18 | 54:18 | 15:36 | 11:33 |
 | Orb of Venom | 3 | 5.36% | 32.0 | 66.67% | +17.61% | +33.33% | 0.00% | 0.00% | 02:49 | 01:31 | 01:31 | 02:38 | 04:19 | 04:19 | 02:48 | 02:04 |
 | Blink Dagger | 7 | 12.50% | 30.0 | 42.86% | -8.16% | +7.14% | +7.14% | 0.00% | 36:33 | 29:27 | 30:08 | 34:20 | 37:04 | 53:39 | 06:56 | 05:08 |
 | Bracer | 7 | 12.50% | 28.0 | 42.86% | -8.16% | +7.14% | +7.14% | 0.00% | 17:53 | 03:59 | 08:13 | 19:07 | 23:02 | 34:50 | 14:49 | 10:58 |
 | Linken's Sphere | 1 | 1.79% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:41 | 31:41 | 31:41 | 31:41 | 31:41 | 31:41 | 00:00 | 00:00 |
 | Force Staff | 6 | 10.71% | 24.0 | 33.33% | -18.67% | +16.67% | -33.33% | 0.00% | 27:24 | 22:16 | 22:32 | 22:57 | 27:37 | 45:32 | 05:05 | 03:45 |
 | Heaven's Halberd | 2 | 3.57% | 22.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 26:25 | 25:58 | 25:58 | 26:52 | 26:52 | 26:52 | 00:54 | 00:40 |
 | Vanguard | 2 | 3.57% | 20.0 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 14:50 | 14:30 | 14:30 | 15:09 | 15:09 | 15:09 | 00:39 | 00:28 |
 | Crimson Guard | 2 | 3.57% | 18.0 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 18:02 | 16:42 | 16:42 | 19:22 | 19:22 | 19:22 | 02:40 | 01:58 |
 | Sange | 3 | 5.36% | 16.0 | 33.33% | -17.61% | +66.67% | 0.00% | 0.00% | 23:41 | 22:23 | 22:23 | 22:24 | 26:16 | 26:16 | 03:53 | 02:52 |
 | Eul's Scepter of Divinity | 3 | 5.36% | 14.0 | 33.33% | -17.61% | -33.33% | 0.00% | 0.00% | 28:49 | 23:14 | 23:14 | 29:31 | 33:42 | 33:42 | 10:28 | 07:45 |
 | Yasha | 1 | 1.79% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:20 | 25:20 | 25:20 | 25:20 | 25:20 | 25:20 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 1.79% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:08 | 26:08 | 26:08 | 26:08 | 26:08 | 26:08 | 00:00 | 00:00 |
 | Radiance | 2 | 3.57% | 8.0 | 0.00% | -51.85% | 0.00% | 0.00% | 0.00% | 33:55 | 28:36 | 28:36 | 39:14 | 39:14 | 39:14 | 10:38 | 07:52 |
 | Shiva's Guard | 2 | 3.57% | 6.0 | 0.00% | -51.85% | 0.00% | 0.00% | 0.00% | 36:18 | 27:19 | 27:19 | 45:16 | 45:16 | 45:16 | 17:57 | 13:17 |
 | Aghanim's Scepter | 1 | 1.79% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:23 | 48:23 | 48:23 | 48:23 | 48:23 | 48:23 | 00:00 | 00:00 |
 | Scythe of Vyse | 2 | 3.57% | 2.0 | 0.00% | -51.85% | 0.00% | 0.00% | 0.00% | 37:01 | 30:16 | 30:16 | 43:45 | 43:45 | 43:45 | 13:29 | 09:59 |