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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 | |
 | Headdress | 24 | 20.17% | 100.0 | 79.17% | +30.75% | -12.50% | +4.16% | 2.51% | 22:40 | 11:22 | 18:19 | 21:50 | 24:58 | 51:31 | 06:39 | 04:55 |
 | Bloodstone | 30 | 25.21% | 98.3 | 76.67% | +29.48% | -1.67% | -5.24% | -0.30% | 29:05 | 15:24 | 23:27 | 28:35 | 35:12 | 41:25 | 11:45 | 08:42 |
 | Buckler | 23 | 19.33% | 96.6 | 78.26% | +29.30% | -11.59% | +5.07% | 1.64% | 26:38 | 14:28 | 20:23 | 25:18 | 30:33 | 51:14 | 10:10 | 07:31 |
 | Chainmail | 24 | 20.17% | 94.9 | 75.00% | +25.53% | -25.00% | +8.33% | 4.82% | 22:33 | 10:51 | 18:04 | 22:02 | 24:59 | 36:25 | 06:55 | 05:07 |
 | Mekansm | 21 | 17.65% | 93.2 | 76.19% | +26.19% | +3.81% | +3.81% | 0.00% | 23:38 | 13:40 | 19:14 | 22:51 | 26:25 | 36:26 | 07:11 | 05:19 |
 | Guardian Greaves | 20 | 16.81% | 91.5 | 75.00% | +24.49% | +5.00% | -15.00% | -2.58% | 27:10 | 17:19 | 22:43 | 25:58 | 30:28 | 38:24 | 07:45 | 05:44 |
 | Kaya | 46 | 38.66% | 89.8 | 65.22% | +17.27% | -6.89% | -10.67% | -0.33% | 25:39 | 10:46 | 20:00 | 25:43 | 31:28 | 45:35 | 11:28 | 08:29 |
 | Magic Wand | 100 | 84.03% | 88.1 | 57.00% | +14.89% | -5.00% | +11.00% | 3.08% | 07:42 | 01:45 | 05:16 | 07:31 | 10:28 | 17:11 | 05:12 | 03:51 |
 | Eternal Shroud | 25 | 21.01% | 86.4 | 68.00% | +16.94% | -1.33% | -34.67% | -2.94% | 22:07 | 13:00 | 15:06 | 20:01 | 26:27 | 41:16 | 11:21 | 08:24 |
 | Quelling Blade | 115 | 96.64% | 84.7 | 55.65% | +30.65% | +16.76% | -3.93% | 0.00% | -01:10 | -01:29 | -01:29 | -01:29 | -01:29 | 31:26 | 00:00 | 00:00 |
 | Arcane Boots | 116 | 97.48% | 83.1 | 55.17% | +21.84% | +6.90% | +10.35% | 0.90% | 09:10 | 04:44 | 06:57 | 08:07 | 10:48 | 26:41 | 03:51 | 02:51 |
 | Ring of Protection | 116 | 97.48% | 81.4 | 55.17% | +21.84% | +3.45% | +10.35% | 6.00% | 00:49 | -01:29 | -01:29 | -01:28 | 02:38 | 28:40 | 04:07 | 03:02 |
 | Soul Ring | 114 | 95.80% | 79.7 | 55.26% | +15.26% | -0.09% | -8.83% | -3.28% | 05:01 | 01:50 | 03:34 | 04:34 | 06:14 | 15:03 | 02:40 | 01:58 |
 | Magic Stick | 114 | 95.80% | 78.0 | 55.26% | +15.26% | +3.36% | +1.88% | -0.25% | 03:34 | -01:29 | 00:55 | 02:30 | 06:53 | 14:14 | 05:58 | 04:25 |
 | Boots of Speed | 119 | 100.00% | 76.3 | 54.62% | +54.62% | -1.29% | -4.62% | -2.06% | 04:53 | 01:27 | 03:51 | 04:33 | 05:28 | 11:47 | 01:37 | 01:11 |
 | Ring of Health | 113 | 94.96% | 74.6 | 53.98% | -12.69% | -0.41% | -7.55% | -1.88% | 12:19 | 06:16 | 09:33 | 11:13 | 13:21 | 41:33 | 03:48 | 02:48 |
 | Lotus Orb | 67 | 56.30% | 72.9 | 56.72% | +4.80% | +7.99% | -15.54% | -3.29% | 24:09 | 14:25 | 19:28 | 22:38 | 26:37 | 42:07 | 07:09 | 05:17 |
 | Shiva's Guard | 17 | 14.29% | 71.2 | 70.59% | +18.63% | +29.41% | -45.59% | -8.26% | 38:25 | 25:09 | 31:34 | 37:18 | 40:39 | 55:45 | 09:05 | 06:43 |
 | Hood of Defiance | 106 | 89.08% | 69.5 | 52.83% | -16.40% | +2.73% | -10.52% | -4.25% | 12:01 | 07:21 | 10:09 | 11:25 | 13:16 | 23:07 | 03:07 | 02:18 |
 | Void Stone | 93 | 78.15% | 67.8 | 52.69% | -8.85% | -0.52% | -9.21% | -1.64% | 17:42 | 09:06 | 14:17 | 17:02 | 19:35 | 39:12 | 05:18 | 03:55 |
 | Aghanim's Shard | 33 | 27.73% | 66.1 | 60.61% | +8.28% | +26.89% | -35.61% | -5.40% | 29:18 | 20:22 | 22:41 | 27:07 | 34:16 | 1:08:30 | 11:35 | 08:34 |
 | Bracer | 26 | 21.85% | 64.4 | 61.54% | +8.85% | +9.89% | +5.13% | -1.68% | 03:34 | -01:29 | 01:59 | 02:48 | 04:49 | 12:44 | 02:50 | 02:05 |
 | Wind Lace | 63 | 52.94% | 62.7 | 52.38% | -4.76% | -8.63% | +16.37% | 5.03% | 15:20 | 03:21 | 12:29 | 15:39 | 17:27 | 29:26 | 04:58 | 03:40 |
 | Orb of Venom | 33 | 27.73% | 61.0 | 57.58% | +4.09% | +29.92% | +4.92% | -15.31% | 02:23 | -01:29 | 01:38 | 02:17 | 03:16 | 04:33 | 01:38 | 01:12 |
 | Sange | 33 | 27.73% | 59.3 | 57.58% | +4.09% | +4.92% | -7.58% | -1.11% | 24:51 | 11:56 | 17:45 | 24:54 | 28:58 | 41:21 | 11:13 | 08:18 |
 | Eul's Scepter of Divinity | 56 | 47.06% | 57.6 | 51.79% | -5.35% | -23.22% | -16.08% | 1.97% | 17:59 | 11:48 | 16:02 | 17:58 | 19:39 | 25:54 | 03:37 | 02:40 |
 | Kaya and Sange | 13 | 10.92% | 55.9 | 61.54% | +7.77% | +38.46% | -61.54% | -6.84% | 29:51 | 15:19 | 21:26 | 29:08 | 36:03 | 45:35 | 14:37 | 10:49 |
 | Bottle | 3 | 2.52% | 54.2 | 100.00% | +46.55% | 0.00% | 0.00% | 0.00% | 19:42 | 02:43 | 02:43 | 06:15 | 50:09 | 50:09 | 47:26 | 35:08 |
 | Blight Stone | 5 | 4.20% | 52.5 | 80.00% | +26.49% | +20.00% | +20.00% | 0.00% | 14:38 | 03:05 | 03:05 | 17:41 | 18:28 | 29:26 | 15:23 | 11:23 |
 | Pipe of Insight | 8 | 6.72% | 50.8 | 62.50% | +8.45% | -12.50% | -12.50% | 0.00% | 24:29 | 15:17 | 19:04 | 21:31 | 29:10 | 32:03 | 10:06 | 07:28 |
 | Heaven's Halberd | 15 | 12.61% | 49.2 | 46.67% | -9.10% | -21.67% | +28.33% | 6.21% | 29:20 | 21:44 | 23:12 | 29:35 | 31:15 | 39:42 | 08:03 | 05:57 |
 | Fluffy Hat | 4 | 3.36% | 47.5 | 75.00% | +21.09% | +25.00% | +25.00% | 0.00% | 04:50 | 01:50 | 01:50 | 04:31 | 04:48 | 08:09 | 02:58 | 02:11 |
 | Scythe of Vyse | 10 | 8.40% | 45.8 | 50.00% | -5.05% | -50.00% | 0.00% | 0.00% | 40:13 | 24:15 | 33:33 | 39:46 | 47:33 | 54:39 | 14:00 | 10:22 |
 | Solar Crest | 2 | 1.68% | 44.1 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 26:00 | 22:08 | 22:08 | 29:51 | 29:51 | 29:51 | 07:43 | 05:42 |
 | Orb of Corrosion | 2 | 1.68% | 42.4 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 05:17 | 03:56 | 03:56 | 06:37 | 06:37 | 06:37 | 02:41 | 01:59 |
 | Ring of Basilius | 2 | 1.68% | 40.7 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 41:21 | 31:27 | 31:27 | 51:14 | 51:14 | 51:14 | 19:47 | 14:39 |
 | Heart of Tarrasque | 2 | 1.68% | 39.0 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 38:49 | 31:20 | 31:20 | 46:18 | 46:18 | 46:18 | 14:58 | 11:05 |
 | Vladmir's Offering | 2 | 1.68% | 37.3 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 41:21 | 31:28 | 31:28 | 51:14 | 51:14 | 51:14 | 19:46 | 14:38 |
 | Aghanim's Scepter | 7 | 5.88% | 35.6 | 57.14% | +2.68% | -7.14% | -57.14% | 0.00% | 42:00 | 30:16 | 33:05 | 42:04 | 45:24 | 1:02:15 | 12:19 | 09:07 |
 | Black King Bar | 12 | 10.08% | 33.9 | 41.67% | -14.40% | +25.00% | +25.00% | 0.00% | 31:04 | 17:37 | 19:55 | 28:41 | 38:40 | 57:18 | 18:45 | 13:53 |
 | Blink Dagger | 3 | 2.52% | 32.2 | 66.67% | +12.36% | +33.33% | 0.00% | 0.00% | 29:02 | 26:38 | 26:38 | 29:06 | 31:22 | 31:22 | 04:44 | 03:30 |
 | Medallion of Courage | 3 | 2.52% | 30.5 | 66.67% | +12.36% | +33.33% | 0.00% | 0.00% | 21:59 | 17:41 | 17:41 | 18:51 | 29:26 | 29:26 | 11:45 | 08:42 |
 | Morbid Mask | 3 | 2.52% | 28.8 | 66.67% | +12.36% | -66.67% | 0.00% | 0.00% | 35:41 | 24:23 | 24:23 | 31:27 | 51:14 | 51:14 | 26:51 | 19:53 |
 | Ghost Scepter | 3 | 2.52% | 27.1 | 66.67% | +12.36% | +33.33% | 0.00% | 0.00% | 26:51 | 25:18 | 25:18 | 27:21 | 27:55 | 27:55 | 02:37 | 01:56 |
 | Aeon Disk | 4 | 3.36% | 25.4 | 50.00% | -4.78% | +50.00% | -50.00% | 0.00% | 45:30 | 34:32 | 34:32 | 39:40 | 46:37 | 1:01:11 | 12:05 | 08:57 |
 | Helm of Iron Will | 1 | 0.84% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.84% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:45 | 01:45 | 01:45 | 01:45 | 01:45 | 01:45 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.84% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:22 | 14:22 | 14:22 | 14:22 | 14:22 | 14:22 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 0.84% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:49 | 20:49 | 20:49 | 20:49 | 20:49 | 20:49 | 00:00 | 00:00 |
 | Dagon | 2 | 1.68% | 16.9 | 50.00% | -4.70% | +50.00% | 0.00% | 0.00% | 56:03 | 41:11 | 41:11 | 1:10:55 | 1:10:55 | 1:10:55 | 29:44 | 22:01 |
 | Crown | 2 | 1.68% | 15.3 | 50.00% | -4.70% | +50.00% | 0.00% | 0.00% | 56:03 | 41:11 | 41:11 | 1:10:55 | 1:10:55 | 1:10:55 | 29:44 | 22:01 |
 | Moon Shard | 1 | 0.84% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:24 | 1:12:24 | 1:12:24 | 1:12:24 | 1:12:24 | 1:12:24 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 0.84% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:41 | 28:41 | 28:41 | 28:41 | 28:41 | 28:41 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 0.84% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:53 | 1:12:53 | 1:12:53 | 1:12:53 | 1:12:53 | 1:12:53 | 00:00 | 00:00 |
 | Aghanim's Blessing | 2 | 1.68% | 8.5 | 0.00% | -55.56% | 0.00% | 0.00% | 0.00% | 1:01:07 | 58:58 | 58:58 | 1:03:16 | 1:03:16 | 1:03:16 | 04:18 | 03:11 |
 | Dagon (level 2) | 1 | 0.84% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:55 | 1:10:55 | 1:10:55 | 1:10:55 | 1:10:55 | 1:10:55 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 0.84% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:57 | 1:10:57 | 1:10:57 | 1:10:57 | 1:10:57 | 1:10:57 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 0.84% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:57 | 1:10:57 | 1:10:57 | 1:10:57 | 1:10:57 | 1:10:57 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 0.84% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:11 | 13:11 | 13:11 | 13:11 | 13:11 | 13:11 | 00:00 | 00:00 |