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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 | |
 | Mekansm | 8 | 8.70% | 100.0 | 75.00% | +42.86% | +25.00% | -25.00% | 0.00% | 22:49 | 16:03 | 17:59 | 20:52 | 25:30 | 30:51 | 07:31 | 05:34 |
 | Ring of Protection | 24 | 26.09% | 97.6 | 50.00% | +19.12% | 0.00% | +16.67% | 0.59% | 15:37 | -01:29 | -00:55 | 11:49 | 29:23 | 40:19 | 30:18 | 22:26 |
 | Magic Wand | 71 | 77.17% | 95.1 | 39.44% | +15.63% | +10.56% | -17.22% | -6.36% | 12:18 | 04:30 | 09:38 | 11:29 | 14:00 | 34:08 | 04:22 | 03:14 |
 | Buckler | 17 | 18.48% | 92.7 | 52.94% | +20.94% | -2.94% | +22.06% | 1.14% | 22:41 | 10:05 | 11:50 | 21:18 | 33:44 | 40:19 | 21:54 | 16:13 |
 | Chainmail | 20 | 21.74% | 90.2 | 50.00% | +18.06% | -10.00% | -30.00% | -3.72% | 20:19 | 13:24 | 16:09 | 18:50 | 21:32 | 37:11 | 05:23 | 03:59 |
 | Glimmer Cape | 34 | 36.96% | 87.8 | 44.12% | +13.09% | +33.66% | -19.12% | -7.47% | 26:17 | 17:25 | 22:25 | 24:11 | 29:29 | 44:09 | 07:04 | 05:14 |
 | Boots of Speed | 92 | 100.00% | 85.4 | 35.87% | +35.87% | -14.13% | +11.96% | 4.13% | 04:11 | -01:29 | -01:29 | 05:18 | 07:48 | 16:48 | 09:17 | 06:52 |
 | Magic Stick | 89 | 96.74% | 82.9 | 35.96% | +2.63% | +4.95% | -17.78% | -4.49% | 05:37 | -01:29 | 02:57 | 05:22 | 08:01 | 13:26 | 05:04 | 03:45 |
 | Arcane Boots | 16 | 17.39% | 80.5 | 50.00% | +17.11% | 0.00% | 0.00% | 0.00% | 15:46 | 10:25 | 12:11 | 15:20 | 16:58 | 24:45 | 04:47 | 03:32 |
 | Morbid Mask | 8 | 8.70% | 78.0 | 62.50% | +29.17% | -62.50% | -12.50% | 0.00% | 32:09 | 19:06 | 20:08 | 32:29 | 34:52 | 49:55 | 14:44 | 10:54 |
 | Headdress | 22 | 23.91% | 75.6 | 45.45% | +12.59% | +4.55% | -5.45% | -0.95% | 20:11 | 11:26 | 14:02 | 19:22 | 24:34 | 36:17 | 10:32 | 07:48 |
 | Wind Lace | 69 | 75.00% | 73.2 | 34.78% | -4.35% | +6.40% | -11.25% | -2.56% | 07:28 | -01:29 | 03:52 | 07:12 | 10:45 | 19:27 | 06:53 | 05:05 |
 | Tranquil Boots | 60 | 65.22% | 70.7 | 35.00% | -2.50% | +5.00% | -1.67% | -1.26% | 11:50 | 06:01 | 09:18 | 11:20 | 14:35 | 20:37 | 05:17 | 03:54 |
 | Ring of Basilius | 30 | 32.61% | 68.3 | 40.00% | +6.13% | +22.50% | +2.86% | -3.26% | 11:58 | 03:19 | 06:20 | 10:39 | 12:21 | 34:52 | 06:01 | 04:27 |
 | Fluffy Hat | 19 | 20.65% | 65.9 | 42.11% | +7.86% | +37.89% | -2.11% | -9.56% | 14:18 | -01:29 | 12:33 | 14:38 | 16:44 | 24:33 | 04:11 | 03:05 |
 | Ghost Scepter | 16 | 17.39% | 63.4 | 43.75% | +9.54% | +6.25% | -18.75% | -2.17% | 29:44 | 14:02 | 23:55 | 27:24 | 35:25 | 43:00 | 11:30 | 08:31 |
 | Force Staff | 16 | 17.39% | 61.0 | 43.75% | +9.54% | +6.25% | -43.75% | -5.58% | 31:12 | 21:02 | 26:45 | 30:40 | 35:43 | 39:07 | 08:58 | 06:38 |
 | Guardian Greaves | 2 | 2.17% | 58.5 | 100.00% | +65.56% | 0.00% | 0.00% | 0.00% | 28:31 | 25:08 | 25:08 | 31:54 | 31:54 | 31:54 | 06:46 | 05:00 |
 | Vladmir's Offering | 7 | 7.61% | 56.1 | 57.14% | +23.02% | -57.14% | -7.14% | 0.00% | 33:23 | 22:14 | 22:30 | 35:10 | 35:10 | 51:25 | 12:40 | 09:22 |
 | Ring of Health | 5 | 5.43% | 53.7 | 60.00% | +25.52% | +40.00% | -60.00% | 0.00% | 29:54 | 16:22 | 16:22 | 32:39 | 33:36 | 36:45 | 17:14 | 12:45 |
 | Medallion of Courage | 9 | 9.78% | 51.2 | 44.44% | +9.50% | +5.56% | -44.44% | -13.10% | 21:12 | 14:13 | 17:31 | 20:46 | 21:20 | 28:40 | 03:49 | 02:49 |
 | Blight Stone | 9 | 9.78% | 48.8 | 44.44% | +9.50% | +5.56% | -44.44% | -12.35% | 20:50 | 14:13 | 17:07 | 20:20 | 21:10 | 28:40 | 04:03 | 03:00 |
 | Urn of Shadows | 3 | 3.26% | 46.3 | 66.67% | +31.84% | -66.67% | 0.00% | 0.00% | 13:13 | 11:58 | 11:58 | 13:25 | 14:15 | 14:15 | 02:17 | 01:41 |
 | Holy Locket | 12 | 13.04% | 43.9 | 33.33% | -2.92% | 0.00% | -33.33% | -4.13% | 24:12 | 16:36 | 17:56 | 20:07 | 26:00 | 36:25 | 08:04 | 05:58 |
 | Void Stone | 4 | 4.35% | 41.5 | 50.00% | +14.77% | +50.00% | -50.00% | 0.00% | 30:18 | 22:05 | 22:05 | 32:39 | 32:56 | 33:30 | 10:51 | 08:02 |
 | Rod of Atos | 1 | 1.09% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:08 | 32:08 | 32:08 | 32:08 | 32:08 | 32:08 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.09% | 36.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:48 | 41:48 | 41:48 | 41:48 | 41:48 | 41:48 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.09% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:36 | 33:36 | 33:36 | 33:36 | 33:36 | 33:36 | 00:00 | 00:00 |
 | Orb of Venom | 11 | 11.96% | 31.7 | 27.27% | -9.77% | +6.06% | +39.40% | 0.00% | -01:09 | -01:29 | -01:29 | -01:29 | -01:29 | 01:58 | 00:00 | 00:00 |
 | Lotus Orb | 2 | 2.17% | 29.3 | 50.00% | +14.44% | -50.00% | 0.00% | 0.00% | 42:04 | 41:10 | 41:10 | 42:58 | 42:58 | 42:58 | 01:48 | 01:20 |
 | Solar Crest | 2 | 2.17% | 26.8 | 50.00% | +14.44% | -50.00% | 0.00% | 0.00% | 25:58 | 24:22 | 24:22 | 27:33 | 27:33 | 27:33 | 03:11 | 02:21 |
 | Crown | 3 | 3.26% | 24.4 | 33.33% | -2.63% | -33.33% | 0.00% | 0.00% | 19:58 | 10:44 | 10:44 | 18:10 | 31:00 | 31:00 | 20:16 | 15:00 |
 | Quelling Blade | 7 | 7.61% | 22.0 | 14.29% | -23.36% | +35.71% | -14.29% | 0.00% | 14:13 | 06:49 | 07:11 | 13:34 | 19:03 | 21:29 | 11:52 | 08:47 |
 | Bracer | 8 | 8.70% | 19.5 | 12.50% | -25.60% | -12.50% | -12.50% | 0.00% | 16:57 | 10:37 | 11:00 | 14:52 | 18:56 | 26:49 | 07:56 | 05:52 |
 | Veil of Discord | 2 | 2.17% | 17.1 | 0.00% | -36.67% | 0.00% | 0.00% | 0.00% | 16:51 | 15:31 | 15:31 | 18:10 | 18:10 | 18:10 | 02:39 | 01:57 |
 | Hood of Defiance | 1 | 1.09% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:16 | 30:16 | 30:16 | 30:16 | 30:16 | 30:16 | 00:00 | 00:00 |
 | Blade Mail | 2 | 2.17% | 12.2 | 0.00% | -36.67% | 0.00% | 0.00% | 0.00% | 27:47 | 26:30 | 26:30 | 29:04 | 29:04 | 29:04 | 02:34 | 01:54 |
 | Eul's Scepter of Divinity | 1 | 1.09% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.09% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:01 | 17:01 | 17:01 | 17:01 | 17:01 | 17:01 | 00:00 | 00:00 |
 | Phase Boots | 2 | 2.17% | 4.9 | 0.00% | -36.67% | 0.00% | 0.00% | 0.00% | 17:31 | 15:04 | 15:04 | 19:57 | 19:57 | 19:57 | 04:53 | 03:37 |
 | Aghanim's Shard | 1 | 1.09% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:33 | 37:33 | 37:33 | 37:33 | 37:33 | 37:33 | 00:00 | 00:00 |