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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 | |
 | Orb of Venom | 24 | 34.78% | 100.0 | 66.67% | +31.11% | +33.33% | 0.00% | -33.33% | -00:59 | -01:29 | -01:29 | -01:29 | -01:28 | 10:12 | 00:01 | 00:00 |
 | Magic Wand | 59 | 85.51% | 97.4 | 49.15% | +19.15% | +4.18% | -2.48% | -1.44% | 11:19 | 01:41 | 09:17 | 11:15 | 13:55 | 23:44 | 04:38 | 03:25 |
 | Force Staff | 8 | 11.59% | 94.9 | 75.00% | +32.38% | +25.00% | -25.00% | 0.00% | 25:00 | 16:56 | 19:46 | 22:44 | 27:39 | 37:46 | 07:53 | 05:50 |
 | Fluffy Hat | 25 | 36.23% | 92.3 | 56.00% | +15.09% | +10.67% | -6.00% | -1.22% | 21:45 | 08:57 | 14:02 | 22:35 | 27:39 | 37:46 | 13:37 | 10:05 |
 | Crown | 32 | 46.38% | 89.7 | 53.13% | +12.59% | +9.37% | -3.13% | -1.76% | 22:42 | 10:52 | 18:35 | 20:38 | 25:42 | 35:06 | 07:07 | 05:16 |
 | Boots of Speed | 69 | 100.00% | 87.2 | 46.38% | +46.38% | +6.56% | +6.56% | 0.00% | 07:24 | -01:29 | 05:02 | 07:00 | 10:08 | 15:12 | 05:06 | 03:46 |
 | Wind Lace | 69 | 100.00% | 84.6 | 46.38% | +46.38% | +18.33% | -11.09% | -3.79% | 08:20 | -01:29 | 04:19 | 07:42 | 12:05 | 25:42 | 07:46 | 05:45 |
 | Tranquil Boots | 64 | 92.75% | 82.1 | 46.88% | +6.88% | -3.13% | +3.12% | 1.45% | 12:32 | 04:11 | 10:00 | 12:21 | 14:18 | 21:45 | 04:18 | 03:11 |
 | Solar Crest | 28 | 40.58% | 79.5 | 53.57% | +12.11% | -10.71% | -25.00% | -1.50% | 24:59 | 13:57 | 20:30 | 24:29 | 30:03 | 34:33 | 09:33 | 07:04 |
 | Chainmail | 40 | 57.97% | 76.9 | 50.00% | +8.62% | 0.00% | 0.00% | 0.00% | 18:23 | 03:23 | 13:52 | 17:29 | 20:43 | 39:44 | 06:51 | 05:04 |
 | Magic Stick | 67 | 97.10% | 74.4 | 44.78% | -55.22% | -9.49% | -9.49% | 0.00% | 04:06 | -01:29 | -01:28 | 03:25 | 08:05 | 15:21 | 09:33 | 07:04 |
 | Blight Stone | 39 | 56.52% | 71.8 | 48.72% | +5.39% | +11.28% | +1.28% | -1.44% | 19:02 | 07:22 | 13:59 | 17:34 | 20:57 | 39:45 | 06:58 | 05:09 |
 | Medallion of Courage | 39 | 56.52% | 69.2 | 48.72% | +5.39% | +1.28% | +1.28% | 0.00% | 19:40 | 07:58 | 15:21 | 18:17 | 21:24 | 39:45 | 06:03 | 04:28 |
 | Headdress | 15 | 21.74% | 66.7 | 53.33% | +8.89% | -3.33% | +46.67% | 7.75% | 20:42 | 04:17 | 18:04 | 21:38 | 24:31 | 33:05 | 06:27 | 04:46 |
 | Ring of Basilius | 31 | 44.93% | 64.1 | 38.71% | -13.92% | +11.29% | +11.29% | 0.00% | 08:56 | -01:29 | 02:29 | 06:02 | 10:48 | 42:26 | 08:19 | 06:09 |
 | Lotus Orb | 4 | 5.80% | 61.5 | 75.00% | +30.38% | -75.00% | +25.00% | 0.00% | 28:17 | 25:36 | 25:36 | 27:47 | 28:04 | 31:39 | 02:28 | 01:49 |
 | Ring of Health | 7 | 10.14% | 59.0 | 57.14% | +11.98% | -7.14% | +42.86% | 0.00% | 22:57 | 19:36 | 19:48 | 21:55 | 25:25 | 27:21 | 05:37 | 04:09 |
 | Glimmer Cape | 9 | 13.04% | 56.4 | 44.44% | -2.23% | +55.56% | +5.56% | 0.00% | 25:32 | 20:16 | 22:18 | 26:34 | 27:45 | 29:49 | 05:27 | 04:02 |
 | Void Stone | 10 | 14.49% | 53.8 | 40.00% | -7.46% | +26.67% | +10.00% | -2.65% | 24:39 | 17:13 | 20:40 | 25:20 | 26:57 | 32:13 | 06:17 | 04:39 |
 | Ring of Protection | 16 | 23.19% | 51.3 | 31.25% | -19.69% | +18.75% | -6.25% | -1.46% | 20:02 | -01:29 | 11:43 | 23:18 | 28:48 | 34:48 | 17:05 | 12:39 |
 | Holy Locket | 8 | 11.59% | 48.7 | 37.50% | -10.04% | -37.50% | +12.50% | 0.00% | 25:53 | 19:57 | 20:13 | 24:50 | 28:35 | 33:05 | 08:22 | 06:11 |
 | Buckler | 14 | 20.29% | 46.2 | 28.57% | -22.34% | -3.57% | +38.10% | 3.74% | 25:34 | 11:44 | 19:58 | 23:19 | 31:07 | 42:25 | 11:09 | 08:15 |
 | Arcane Boots | 4 | 5.80% | 43.6 | 50.00% | +3.85% | -50.00% | +50.00% | 0.00% | 16:59 | 10:25 | 10:25 | 15:48 | 18:37 | 23:07 | 08:12 | 06:04 |
 | Vladmir's Offering | 9 | 13.04% | 41.0 | 33.33% | -15.00% | +16.67% | +16.67% | 0.00% | 31:59 | 20:45 | 25:16 | 32:35 | 39:10 | 42:39 | 13:54 | 10:17 |
 | Aeon Disk | 1 | 1.45% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:21 | 45:21 | 45:21 | 45:21 | 45:21 | 45:21 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 1.45% | 35.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:33 | 15:33 | 15:33 | 15:33 | 15:33 | 15:33 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.45% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.45% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:23 | 32:23 | 32:23 | 32:23 | 32:23 | 32:23 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.45% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:12 | 20:12 | 20:12 | 20:12 | 20:12 | 20:12 | 00:00 | 00:00 |
 | Morbid Mask | 11 | 15.94% | 25.6 | 27.27% | -22.73% | +6.06% | +6.06% | 0.00% | 29:07 | 16:31 | 24:12 | 28:07 | 34:49 | 42:26 | 10:37 | 07:51 |
 | Hood of Defiance | 3 | 4.35% | 23.1 | 33.33% | -13.64% | -33.33% | 0.00% | 0.00% | 21:18 | 19:55 | 19:55 | 21:52 | 22:07 | 22:07 | 02:12 | 01:37 |
 | Aghanim's Shard | 5 | 7.25% | 20.5 | 20.00% | -28.44% | -20.00% | -20.00% | 0.00% | 35:18 | 23:36 | 23:36 | 36:47 | 39:15 | 40:55 | 15:39 | 11:35 |
 | Drum of Endurance | 1 | 1.45% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:27 | 47:27 | 47:27 | 47:27 | 47:27 | 47:27 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.45% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:46 | 02:46 | 02:46 | 02:46 | 02:46 | 02:46 | 00:00 | 00:00 |
 | Aether Lens | 5 | 7.25% | 12.8 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 25:45 | 19:07 | 19:07 | 26:57 | 27:33 | 29:44 | 08:26 | 06:14 |
 | Quelling Blade | 3 | 4.35% | 10.3 | 0.00% | -48.48% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Pipe of Insight | 1 | 1.45% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:52 | 26:52 | 26:52 | 26:52 | 26:52 | 26:52 | 00:00 | 00:00 |
 | Bracer | 1 | 1.45% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:18 | 02:18 | 02:18 | 02:18 | 02:18 | 02:18 | 00:00 | 00:00 |
 | Phase Boots | 2 | 2.90% | 2.6 | 0.00% | -47.76% | 0.00% | 0.00% | 0.00% | 07:23 | 06:34 | 06:34 | 08:11 | 08:11 | 08:11 | 01:37 | 01:11 |