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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 | |
 | Blink Dagger | 27 | 44.26% | 100.0 | 55.56% | +17.32% | +30.15% | -12.70% | -4.23% | 29:28 | 16:28 | 22:36 | 29:17 | 32:44 | 48:45 | 10:08 | 07:30 |
 | Arcane Boots | 28 | 45.90% | 98.7 | 53.57% | +14.18% | -10.71% | +17.86% | 2.41% | 17:31 | 07:34 | 11:30 | 14:25 | 23:22 | 41:42 | 11:52 | 08:47 |
 | Boots of Speed | 61 | 100.00% | 97.3 | 45.90% | +45.90% | +27.43% | +0.77% | -6.15% | 06:32 | -01:29 | 04:22 | 05:57 | 08:42 | 15:40 | 04:20 | 03:12 |
 | Trusty Shovel | 13 | 21.31% | 96.0 | 61.54% | +19.87% | +5.13% | +5.13% | 0.00% | 10:42 | 08:00 | 10:00 | 10:00 | 11:00 | 15:00 | 01:00 | 00:44 |
 | Blight Stone | 45 | 73.77% | 94.7 | 46.67% | +2.92% | +26.06% | -10.31% | 0.00% | 02:12 | -01:29 | -01:29 | -01:29 | -01:29 | 26:58 | 00:00 | 00:00 |
 | Ring of Health | 20 | 32.79% | 93.3 | 55.00% | +13.54% | +5.00% | -15.00% | -1.45% | 25:33 | 13:03 | 15:43 | 23:44 | 29:33 | 44:35 | 13:50 | 10:14 |
 | Chainmail | 46 | 75.41% | 92.0 | 45.65% | -1.02% | +4.35% | -9.29% | -2.58% | 11:29 | 02:53 | 08:10 | 10:45 | 13:27 | 26:57 | 05:17 | 03:54 |
 | Void Stone | 21 | 34.43% | 90.7 | 52.38% | +9.88% | +7.62% | +7.62% | 0.00% | 28:50 | 10:01 | 18:43 | 27:27 | 37:17 | 48:25 | 18:34 | 13:45 |
 | Magic Stick | 54 | 88.52% | 89.3 | 42.59% | -28.84% | +0.27% | -11.82% | -1.94% | 03:53 | -01:29 | -01:29 | 02:05 | 07:42 | 22:34 | 09:11 | 06:48 |
 | Lotus Orb | 17 | 27.87% | 88.0 | 52.94% | +9.76% | -27.94% | +22.06% | 4.15% | 29:37 | 19:21 | 21:16 | 27:41 | 33:19 | 48:30 | 12:03 | 08:55 |
 | Medallion of Courage | 42 | 68.85% | 86.7 | 42.86% | -9.77% | +2.59% | -12.86% | -2.87% | 11:40 | 03:25 | 08:28 | 10:49 | 13:51 | 26:58 | 05:23 | 03:59 |
 | Magic Wand | 42 | 68.85% | 85.3 | 42.86% | -9.77% | +2.59% | -22.86% | -3.72% | 11:40 | 03:33 | 07:39 | 10:28 | 14:29 | 26:51 | 06:50 | 05:03 |
 | Wind Lace | 39 | 63.93% | 84.0 | 41.03% | -13.52% | +28.97% | -21.03% | -10.17% | 14:39 | 06:04 | 10:38 | 13:36 | 15:33 | 34:41 | 04:55 | 03:38 |
 | Aghanim's Shard | 27 | 44.26% | 82.7 | 44.44% | -2.62% | -1.58% | -15.87% | -1.75% | 30:23 | 20:01 | 25:15 | 28:18 | 33:25 | 48:28 | 08:10 | 06:02 |
 | Fairy's Trinket | 13 | 21.31% | 81.3 | 53.85% | +10.10% | -53.85% | +12.82% | 16.67% | 13:37 | 09:00 | 10:00 | 11:00 | 14:00 | 29:00 | 04:00 | 02:57 |
 | Crown | 35 | 57.38% | 80.0 | 40.00% | -13.85% | +4.44% | -6.67% | -1.58% | 17:42 | 04:25 | 11:51 | 15:33 | 18:53 | 44:34 | 07:02 | 05:12 |
 | Boots of Travel | 6 | 9.84% | 78.7 | 66.67% | +23.03% | +33.33% | -66.67% | -6.09% | 41:29 | 25:47 | 35:30 | 37:46 | 51:56 | 60:00 | 16:26 | 12:10 |
 | Solar Crest | 30 | 49.18% | 77.3 | 40.00% | -11.61% | +22.50% | +17.14% | -0.75% | 21:26 | 14:03 | 16:18 | 19:04 | 23:28 | 44:53 | 07:10 | 05:18 |
 | Aghanim's Scepter | 9 | 14.75% | 76.0 | 55.56% | +11.33% | +44.44% | -55.56% | -6.90% | 32:42 | 23:40 | 24:56 | 31:33 | 39:26 | 45:00 | 14:30 | 10:44 |
 | Philosopher's Stone | 22 | 36.07% | 74.7 | 40.91% | -7.81% | +9.09% | -0.91% | -3.33% | 21:03 | 18:00 | 19:00 | 20:00 | 22:00 | 32:00 | 03:00 | 02:13 |
 | Stormcrafter | 2 | 3.28% | 73.3 | 100.00% | +55.93% | 0.00% | 0.00% | 0.00% | 41:00 | 38:00 | 38:00 | 44:00 | 44:00 | 44:00 | 06:00 | 04:26 |
 | Pipe of Insight | 2 | 3.28% | 72.0 | 100.00% | +55.93% | 0.00% | 0.00% | 0.00% | 23:38 | 18:00 | 18:00 | 29:16 | 29:16 | 29:16 | 11:16 | 08:20 |
 | Hood of Defiance | 2 | 3.28% | 70.7 | 100.00% | +55.93% | 0.00% | 0.00% | 0.00% | 18:04 | 13:11 | 13:11 | 22:57 | 22:57 | 22:57 | 09:46 | 07:14 |
 | Possessed Mask | 2 | 3.28% | 69.3 | 100.00% | +55.93% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Psychic Headband | 10 | 16.39% | 68.0 | 50.00% | +4.90% | +16.67% | 0.00% | -8.34% | 30:54 | 29:00 | 29:00 | 30:00 | 31:00 | 36:00 | 02:00 | 01:28 |
 | Glimmer Cape | 11 | 18.03% | 66.7 | 45.45% | -0.55% | -12.12% | -12.12% | 0.00% | 28:42 | 16:28 | 17:42 | 27:38 | 33:36 | 52:14 | 15:54 | 11:46 |
 | Force Staff | 23 | 37.70% | 65.3 | 34.78% | -17.85% | -1.45% | -1.45% | 0.00% | 26:14 | 13:59 | 20:16 | 26:22 | 29:55 | 50:30 | 09:39 | 07:08 |
 | Nether Shawl | 8 | 13.11% | 64.0 | 50.00% | +4.72% | -50.00% | 0.00% | 25.00% | 22:45 | 19:00 | 20:00 | 21:00 | 22:00 | 33:00 | 02:00 | 01:28 |
 | Ring of Basilius | 8 | 13.11% | 62.7 | 50.00% | +4.72% | 0.00% | +50.00% | 15.71% | 03:35 | -01:29 | -01:29 | 04:04 | 04:40 | 09:22 | 06:09 | 04:33 |
 | Fluffy Hat | 28 | 45.90% | 61.3 | 32.14% | -25.44% | -3.57% | +10.72% | 1.12% | 21:06 | 07:36 | 14:08 | 18:18 | 26:55 | 50:30 | 12:47 | 09:28 |
 | Dragon Scale | 5 | 8.20% | 60.0 | 60.00% | +15.36% | +40.00% | +40.00% | 0.00% | 22:36 | 20:00 | 20:00 | 21:00 | 25:00 | 27:00 | 05:00 | 03:42 |
 | Ceremonial Robe | 9 | 14.75% | 58.7 | 44.44% | -1.71% | -44.44% | +5.56% | 12.50% | 32:33 | 28:00 | 30:00 | 30:00 | 34:00 | 41:00 | 04:00 | 02:57 |
 | Pig Pole | 9 | 14.75% | 57.3 | 44.44% | -1.71% | -44.44% | +5.56% | 25.00% | 11:47 | 08:00 | 11:00 | 12:00 | 13:00 | 14:00 | 02:00 | 01:28 |
 | Veil of Discord | 6 | 9.84% | 56.0 | 50.00% | +4.55% | -50.00% | +50.00% | 59.41% | 13:39 | 09:59 | 13:04 | 13:21 | 14:45 | 16:10 | 01:41 | 01:14 |
 | Sange | 3 | 4.92% | 54.7 | 66.67% | +21.84% | +33.33% | 0.00% | 0.00% | 33:10 | 23:31 | 23:31 | 32:30 | 43:28 | 43:28 | 19:57 | 14:46 |
 | Bullwhip | 3 | 4.92% | 53.3 | 66.67% | +21.84% | -66.67% | 0.00% | 0.00% | 22:20 | 20:00 | 20:00 | 23:00 | 24:00 | 24:00 | 04:00 | 02:57 |
 | Headdress | 3 | 4.92% | 52.0 | 66.67% | +21.84% | +33.33% | 0.00% | 0.00% | 16:53 | 13:27 | 13:27 | 14:27 | 22:45 | 22:45 | 09:18 | 06:53 |
 | Mekansm | 3 | 4.92% | 50.7 | 66.67% | +21.84% | +33.33% | 0.00% | 0.00% | 19:41 | 17:12 | 17:12 | 19:06 | 22:45 | 22:45 | 05:33 | 04:06 |
 | Keen Optic | 11 | 18.03% | 49.3 | 36.36% | -11.64% | +30.31% | -36.36% | -22.22% | 13:49 | 09:00 | 10:00 | 11:00 | 13:00 | 27:00 | 03:00 | 02:13 |
 | Tumbler's Toy | 8 | 13.11% | 48.0 | 37.50% | -9.67% | +12.50% | +12.50% | 0.00% | 12:08 | 10:00 | 10:00 | 10:00 | 13:00 | 19:00 | 03:00 | 02:13 |
 | Fae Grenade | 4 | 6.56% | 46.7 | 50.00% | +4.39% | -50.00% | +50.00% | 0.00% | 22:15 | 20:00 | 20:00 | 21:00 | 21:00 | 27:00 | 01:00 | 00:44 |
 | Arcane Ring | 9 | 14.75% | 45.3 | 33.33% | -14.75% | +16.67% | -33.33% | -16.67% | 10:47 | 08:00 | 09:00 | 12:00 | 12:00 | 12:00 | 03:00 | 02:13 |
 | Soul Ring | 1 | 1.64% | 44.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:01 | 04:01 | 04:01 | 04:01 | 04:01 | 04:01 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.64% | 42.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:01 | 44:01 | 44:01 | 44:01 | 44:01 | 44:01 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.64% | 41.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:24 | 26:24 | 26:24 | 26:24 | 26:24 | 26:24 | 00:00 | 00:00 |
 | Witchbane | 1 | 1.64% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:00 | 48:00 | 48:00 | 48:00 | 48:00 | 48:00 | 00:00 | 00:00 |
 | Brigand's Blade | 1 | 1.64% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:00 | 22:00 | 22:00 | 22:00 | 22:00 | 22:00 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.64% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 00:00 | 00:00 |
 | Bottle | 1 | 1.64% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:32 | 11:32 | 11:32 | 11:32 | 11:32 | 11:32 | 00:00 | 00:00 |
 | Bracer | 1 | 1.64% | 34.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:43 | 02:43 | 02:43 | 02:43 | 02:43 | 02:43 | 00:00 | 00:00 |
 | Cloak of Flames | 1 | 1.64% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 00:00 | 00:00 |
 | Flicker | 1 | 1.64% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 |
 | Ocean Heart | 5 | 8.20% | 30.7 | 40.00% | -6.43% | +60.00% | -40.00% | 0.00% | 11:24 | 10:00 | 10:00 | 11:00 | 13:00 | 13:00 | 03:00 | 02:13 |
 | Telescope | 5 | 8.20% | 29.3 | 40.00% | -6.43% | +60.00% | -40.00% | 0.00% | 40:12 | 38:00 | 38:00 | 40:00 | 42:00 | 42:00 | 04:00 | 02:57 |
 | Ring of Protection | 5 | 8.20% | 28.0 | 40.00% | -6.43% | -40.00% | +60.00% | 0.00% | 08:58 | -01:29 | -01:29 | 03:10 | 19:57 | 24:39 | 21:26 | 15:52 |
 | Ghost Scepter | 7 | 11.48% | 26.7 | 28.57% | -19.58% | +21.43% | -28.57% | -3.08% | 39:06 | 26:59 | 30:10 | 36:41 | 46:25 | 49:15 | 16:15 | 12:02 |
 | Tranquil Boots | 7 | 11.48% | 25.3 | 28.57% | -19.58% | +21.43% | -28.57% | -5.03% | 25:00 | 11:32 | 17:17 | 24:19 | 27:14 | 38:49 | 09:57 | 07:22 |
 | Essence Ring | 2 | 3.28% | 24.0 | 50.00% | +4.24% | -50.00% | 0.00% | 0.00% | 23:00 | 20:00 | 20:00 | 26:00 | 26:00 | 26:00 | 06:00 | 04:26 |
 | Mind Breaker | 2 | 3.28% | 22.7 | 50.00% | +4.24% | +50.00% | 0.00% | 0.00% | 30:30 | 28:00 | 28:00 | 33:00 | 33:00 | 33:00 | 05:00 | 03:42 |
 | Guardian Greaves | 2 | 3.28% | 21.3 | 50.00% | +4.24% | -50.00% | 0.00% | 0.00% | 26:15 | 23:30 | 23:30 | 29:00 | 29:00 | 29:00 | 05:30 | 04:04 |
 | Buckler | 2 | 3.28% | 20.0 | 50.00% | +4.24% | -50.00% | 0.00% | 0.00% | 22:56 | 21:11 | 21:11 | 24:40 | 24:40 | 24:40 | 03:29 | 02:34 |
 | Eul's Scepter of Divinity | 2 | 3.28% | 18.7 | 50.00% | +4.24% | +50.00% | 0.00% | 0.00% | 28:00 | 14:06 | 14:06 | 41:54 | 41:54 | 41:54 | 27:48 | 20:35 |
 | Quickening Charm | 2 | 3.28% | 17.3 | 50.00% | +4.24% | +50.00% | 0.00% | 0.00% | 38:00 | 31:00 | 31:00 | 45:00 | 45:00 | 45:00 | 14:00 | 10:22 |
 | Quelling Blade | 3 | 4.92% | 16.0 | 33.33% | -13.22% | +66.67% | 0.00% | 0.00% | 07:02 | -01:29 | -01:29 | 09:22 | 13:13 | 13:13 | 14:42 | 10:53 |
 | Quicksilver Amulet | 3 | 4.92% | 14.7 | 33.33% | -13.22% | +66.67% | 0.00% | 0.00% | 21:00 | 19:00 | 19:00 | 21:00 | 23:00 | 23:00 | 04:00 | 02:57 |
 | Spider Legs | 3 | 4.92% | 13.3 | 33.33% | -13.22% | +66.67% | 0.00% | 0.00% | 33:00 | 31:00 | 31:00 | 33:00 | 35:00 | 35:00 | 04:00 | 02:57 |
 | Blast Rig | 3 | 4.92% | 12.0 | 33.33% | -13.22% | +66.67% | 0.00% | 0.00% | 30:00 | 28:00 | 28:00 | 30:00 | 32:00 | 32:00 | 04:00 | 02:57 |
 | Timeless Relic | 3 | 4.92% | 10.7 | 33.33% | -13.22% | -33.33% | 0.00% | 0.00% | 38:40 | 38:00 | 38:00 | 39:00 | 39:00 | 39:00 | 01:00 | 00:44 |
 | Enchanted Quiver | 4 | 6.56% | 9.3 | 25.00% | -22.37% | -25.00% | -25.00% | 0.00% | 30:45 | 30:00 | 30:00 | 30:00 | 31:00 | 32:00 | 01:00 | 00:44 |
 | Aeon Disk | 1 | 1.64% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:11 | 44:11 | 44:11 | 44:11 | 44:11 | 44:11 | 00:00 | 00:00 |
 | Vambrace | 1 | 1.64% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 00:00 | 00:00 |
 | Ascetic's Cap | 2 | 3.28% | 5.3 | 0.00% | -47.46% | 0.00% | 0.00% | 0.00% | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 00:00 | 00:00 |
 | Spell Prism | 1 | 1.64% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:00 | 50:00 | 50:00 | 50:00 | 50:00 | 50:00 | 00:00 | 00:00 |
 | Chipped Vest | 2 | 3.28% | 2.7 | 0.00% | -47.46% | 0.00% | 0.00% | 0.00% | 10:00 | 09:00 | 09:00 | 11:00 | 11:00 | 11:00 | 02:00 | 01:28 |
 | Refresher Orb | 1 | 1.64% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:21 | 49:21 | 49:21 | 49:21 | 49:21 | 49:21 | 00:00 | 00:00 |