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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 | |
 | Dragon Scale | 19 | 30.16% | 100.0 | 73.68% | +30.50% | -7.01% | +6.32% | 8.89% | 20:13 | 18:00 | 19:00 | 20:00 | 20:30 | 32:00 | 01:30 | 01:06 |
 | Aghanim's Shard | 5 | 7.94% | 99.5 | 100.00% | +51.72% | 0.00% | 0.00% | 0.00% | 30:37 | 21:31 | 27:04 | 32:59 | 33:21 | 38:10 | 06:17 | 04:39 |
 | Aghanim's Scepter | 16 | 25.40% | 98.2 | 75.00% | +30.32% | 0.00% | -25.00% | -3.09% | 27:42 | 18:55 | 23:50 | 27:42 | 31:55 | 34:42 | 08:05 | 05:59 |
 | Arcane Ring | 10 | 15.87% | 93.3 | 80.00% | +32.83% | -5.00% | +20.00% | 9.09% | 10:18 | 08:00 | 09:00 | 10:30 | 11:45 | 12:00 | 02:45 | 02:02 |
 | Phase Boots | 45 | 71.43% | 92.1 | 60.00% | +26.67% | +6.67% | -1.67% | -3.19% | 10:07 | 04:44 | 08:29 | 09:54 | 11:06 | 30:35 | 02:37 | 01:56 |
 | Chainmail | 47 | 74.60% | 92.0 | 59.57% | +28.32% | -1.24% | -9.57% | -2.47% | 08:38 | 01:08 | 06:32 | 08:30 | 09:54 | 30:24 | 03:22 | 02:30 |
 | Soul Ring | 51 | 80.95% | 91.9 | 58.82% | +33.82% | +10.41% | -4.97% | -4.91% | 07:35 | 01:58 | 06:12 | 07:10 | 09:20 | 14:28 | 03:08 | 02:19 |
 | Magic Wand | 56 | 88.89% | 90.4 | 57.14% | +42.85% | 0.00% | +7.15% | 1.60% | 09:03 | 01:36 | 06:44 | 09:37 | 11:13 | 16:39 | 04:28 | 03:19 |
 | Ring of Protection | 52 | 82.54% | 90.3 | 57.69% | +30.42% | +26.93% | -3.84% | -9.22% | 05:56 | -01:29 | 05:14 | 06:23 | 08:34 | 14:11 | 03:20 | 02:28 |
 | Hood of Defiance | 46 | 73.02% | 90.3 | 58.70% | +23.41% | +7.97% | -0.37% | -2.40% | 09:45 | 05:21 | 08:03 | 09:53 | 11:31 | 15:09 | 03:28 | 02:34 |
 | Ring of Health | 49 | 77.78% | 88.7 | 57.14% | +21.43% | -3.29% | +12.09% | 7.82% | 05:26 | 02:41 | 03:07 | 03:37 | 05:05 | 34:40 | 01:58 | 01:27 |
 | Blink Dagger | 54 | 85.71% | 87.4 | 55.56% | +22.23% | -12.70% | -5.56% | 1.18% | 19:08 | 12:29 | 15:20 | 16:52 | 21:22 | 33:05 | 06:01 | 04:27 |
 | Vladmir's Offering | 4 | 6.35% | 86.4 | 100.00% | +50.85% | 0.00% | 0.00% | 0.00% | 19:46 | 16:52 | 18:34 | 20:16 | 21:27 | 21:39 | 02:53 | 02:08 |
 | Buckler | 4 | 6.35% | 86.4 | 100.00% | +50.85% | 0.00% | 0.00% | 0.00% | 18:38 | 15:07 | 16:13 | 19:00 | 21:24 | 21:25 | 05:10 | 03:50 |
 | Spell Prism | 4 | 6.35% | 86.4 | 100.00% | +50.85% | 0.00% | 0.00% | 0.00% | 39:45 | 39:00 | 39:00 | 39:30 | 40:15 | 41:00 | 01:15 | 00:55 |
 | Morbid Mask | 4 | 6.35% | 86.4 | 100.00% | +50.85% | 0.00% | 0.00% | 0.00% | 15:09 | 03:00 | 11:50 | 18:05 | 21:24 | 21:25 | 09:34 | 07:05 |
 | Quelling Blade | 51 | 80.95% | 85.6 | 54.90% | +13.23% | +2.55% | 0.00% | 0.00% | -00:29 | -01:29 | -01:29 | -01:29 | -01:29 | 22:28 | 00:00 | 00:00 |
 | Magic Stick | 62 | 98.41% | 85.4 | 53.23% | +53.23% | -3.23% | +3.02% | 0.94% | 04:23 | -01:29 | -01:29 | 02:09 | 08:07 | 41:00 | 09:36 | 07:07 |
 | Boots of Speed | 63 | 100.00% | 84.2 | 52.38% | +52.38% | +6.44% | -2.38% | -3.21% | 05:54 | 01:47 | 04:27 | 05:50 | 07:12 | 10:37 | 02:45 | 02:02 |
 | Refresher Orb | 13 | 20.63% | 71.0 | 61.54% | +11.54% | +13.46% | -11.54% | -2.57% | 38:06 | 26:14 | 32:16 | 40:00 | 42:00 | 50:02 | 09:44 | 07:12 |
 | Cloak of Flames | 11 | 17.46% | 69.7 | 63.64% | +13.64% | +3.03% | -38.64% | -6.95% | 32:00 | 28:00 | 29:00 | 30:00 | 35:00 | 37:00 | 06:00 | 04:26 |
 | Linken's Sphere | 3 | 4.76% | 69.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 32:00 | 28:50 | 30:21 | 31:53 | 33:35 | 35:18 | 03:14 | 02:23 |
 | Black King Bar | 9 | 14.29% | 68.4 | 66.67% | +16.67% | 0.00% | 0.00% | 0.00% | 27:27 | 18:19 | 21:47 | 25:55 | 34:46 | 35:28 | 12:59 | 09:37 |
 | Void Stone | 21 | 33.33% | 67.5 | 52.38% | 0.00% | +14.29% | -35.71% | -2.88% | 30:29 | 16:21 | 22:09 | 28:50 | 39:32 | 46:27 | 17:23 | 12:52 |
 | Tumbler's Toy | 7 | 11.11% | 67.1 | 71.43% | +21.43% | -4.76% | +28.57% | 16.67% | 13:43 | 10:00 | 11:00 | 12:00 | 13:00 | 26:00 | 02:00 | 01:28 |
 | Ring of Basilius | 5 | 7.94% | 66.5 | 80.00% | +30.00% | -30.00% | +20.00% | 0.00% | 16:08 | 07:40 | 15:08 | 16:36 | 19:51 | 21:24 | 04:43 | 03:29 |
 | Shiva's Guard | 5 | 7.94% | 66.5 | 80.00% | +30.00% | -30.00% | +20.00% | 0.00% | 32:17 | 29:57 | 32:26 | 32:40 | 32:54 | 33:27 | 00:28 | 00:20 |
 | Blast Rig | 15 | 23.81% | 61.9 | 53.33% | +1.25% | +21.67% | -28.33% | -25.00% | 30:28 | 28:00 | 29:30 | 30:00 | 31:30 | 34:00 | 02:00 | 01:28 |
 | Wind Lace | 15 | 23.81% | 61.9 | 53.33% | +1.25% | -53.33% | -3.33% | 12.53% | 11:33 | -01:29 | 10:21 | 11:08 | 14:20 | 22:43 | 03:59 | 02:57 |
 | Quickening Charm | 10 | 15.87% | 61.6 | 60.00% | +9.06% | +15.00% | -10.00% | -8.33% | 30:54 | 28:00 | 29:00 | 30:30 | 32:00 | 36:00 | 03:00 | 02:13 |
 | Ocean Heart | 8 | 12.70% | 58.7 | 62.50% | +11.59% | +12.50% | -12.50% | -25.00% | 11:08 | 08:00 | 11:00 | 11:30 | 12:00 | 12:00 | 01:00 | 00:44 |
 | Heaven's Halberd | 19 | 30.16% | 57.9 | 47.37% | -7.18% | -27.37% | -7.37% | 5.27% | 24:37 | 17:56 | 22:15 | 23:20 | 26:03 | 37:22 | 03:47 | 02:48 |
 | Sange | 19 | 30.16% | 57.9 | 47.37% | -7.18% | -27.37% | +12.63% | 9.11% | 21:33 | 16:05 | 19:01 | 20:22 | 23:25 | 36:57 | 04:23 | 03:15 |
 | Broom Handle | 14 | 22.22% | 55.5 | 50.00% | -3.06% | -10.00% | 0.00% | 2.50% | 11:30 | 09:00 | 09:00 | 10:30 | 13:00 | 18:00 | 04:00 | 02:57 |
 | Pig Pole | 6 | 9.52% | 55.2 | 66.67% | +15.79% | -33.34% | +33.33% | 66.67% | 11:30 | 09:00 | 10:00 | 10:30 | 11:00 | 18:00 | 01:00 | 00:44 |
 | Chipped Vest | 12 | 19.05% | 52.0 | 50.00% | -2.94% | -16.67% | +25.00% | 18.52% | 10:40 | 08:00 | 09:45 | 10:30 | 12:00 | 13:00 | 02:15 | 01:40 |
 | Drum of Endurance | 2 | 3.17% | 48.6 | 100.00% | +49.18% | 0.00% | 0.00% | 0.00% | 13:43 | 12:45 | 13:14 | 13:43 | 14:12 | 14:41 | 00:58 | 00:42 |
 | Essence Ring | 2 | 3.17% | 48.6 | 100.00% | +49.18% | 0.00% | 0.00% | 0.00% | 23:00 | 22:00 | 22:30 | 23:00 | 23:30 | 24:00 | 01:00 | 00:44 |
 | Bottle | 2 | 3.17% | 48.6 | 100.00% | +49.18% | 0.00% | 0.00% | 0.00% | 32:00 | 29:00 | 30:30 | 32:00 | 33:30 | 35:00 | 03:00 | 02:13 |
 | Arcane Boots | 8 | 12.70% | 42.2 | 50.00% | -2.73% | 0.00% | -50.00% | -6.69% | 16:59 | 09:53 | 11:13 | 14:28 | 18:41 | 37:23 | 07:28 | 05:32 |
 | Headdress | 5 | 7.94% | 41.3 | 60.00% | +8.28% | +40.00% | -10.00% | 0.00% | 19:22 | 14:00 | 14:33 | 18:34 | 24:17 | 25:26 | 09:44 | 07:12 |
 | Pipe of Insight | 5 | 7.94% | 41.3 | 60.00% | +8.28% | +40.00% | -10.00% | 0.00% | 21:18 | 15:05 | 15:49 | 20:34 | 24:59 | 30:02 | 09:10 | 06:47 |
 | Orb of Venom | 9 | 14.29% | 38.1 | 44.44% | -9.26% | -27.77% | +55.56% | 83.33% | -00:20 | -01:29 | -01:29 | -01:29 | 00:57 | 02:57 | 02:26 | 01:48 |
 | Vambrace | 14 | 22.22% | 35.6 | 35.71% | -21.43% | -2.38% | -10.71% | -2.22% | 22:17 | 19:00 | 20:00 | 21:00 | 23:45 | 30:00 | 03:45 | 02:46 |
 | Lotus Orb | 6 | 9.52% | 35.1 | 50.00% | -2.63% | 0.00% | 0.00% | 0.00% | 27:56 | 22:52 | 24:36 | 25:27 | 31:21 | 36:09 | 06:45 | 05:00 |
 | Bullwhip | 7 | 11.11% | 30.8 | 42.86% | -10.71% | +7.14% | -42.86% | -25.00% | 20:43 | 18:00 | 19:00 | 20:00 | 21:00 | 27:00 | 02:00 | 01:28 |
 | Ninja Gear | 7 | 11.11% | 30.8 | 42.86% | -10.71% | -9.53% | +7.14% | 11.11% | 40:51 | 38:00 | 40:00 | 41:00 | 41:30 | 44:00 | 01:30 | 01:06 |
 | Blight Stone | 7 | 11.11% | 30.8 | 42.86% | -10.71% | +23.81% | +7.14% | -2.18% | 11:42 | 03:36 | 08:15 | 09:10 | 15:54 | 20:52 | 07:39 | 05:40 |
 | Paladin Sword | 4 | 6.35% | 25.7 | 50.00% | -2.54% | +50.00% | -50.00% | 0.00% | 33:15 | 29:00 | 29:00 | 33:00 | 37:15 | 38:00 | 08:15 | 06:06 |
 | Spider Legs | 4 | 6.35% | 25.7 | 50.00% | -2.54% | -50.00% | -50.00% | 0.00% | 31:30 | 29:00 | 29:45 | 30:30 | 32:15 | 36:00 | 02:30 | 01:51 |
 | Trickster Cloak | 4 | 6.35% | 25.7 | 50.00% | -2.54% | -50.00% | -50.00% | 0.00% | 42:45 | 39:00 | 40:30 | 42:00 | 44:15 | 48:00 | 03:45 | 02:46 |
 | Fluffy Hat | 16 | 25.40% | 23.9 | 25.00% | -36.70% | 0.00% | +25.00% | 1.94% | 18:57 | 03:36 | 10:41 | 18:58 | 23:33 | 49:15 | 12:51 | 09:31 |
 | Satanic | 1 | 1.59% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 00:00 | 00:00 |
 | Mind Breaker | 1 | 1.59% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.59% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:21 | 16:21 | 16:21 | 16:21 | 16:21 | 16:21 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.59% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:30 | 50:30 | 50:30 | 50:30 | 50:30 | 50:30 | 00:00 | 00:00 |
 | Bracer | 1 | 1.59% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:54 | 01:54 | 01:54 | 01:54 | 01:54 | 01:54 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.59% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:18 | 36:18 | 36:18 | 36:18 | 36:18 | 36:18 | 00:00 | 00:00 |
 | Brigand's Blade | 1 | 1.59% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 00:00 | 00:00 |
 | Fairy's Trinket | 1 | 1.59% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 00:00 | 00:00 |
 | Titan Sliver | 1 | 1.59% | 23.6 | 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 |
 | Enchanted Quiver | 1 | 1.59% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 00:00 | 00:00 |
 | Force Staff | 11 | 17.46% | 21.5 | 27.27% | -30.42% | +6.06% | +6.06% | 0.00% | 26:20 | 16:16 | 19:28 | 25:03 | 27:39 | 49:15 | 08:10 | 06:03 |
 | Medallion of Courage | 5 | 7.94% | 21.4 | 40.00% | -13.45% | +10.00% | +10.00% | 0.00% | 14:43 | 09:59 | 10:57 | 15:34 | 16:15 | 20:52 | 05:18 | 03:55 |
 | Ceremonial Robe | 6 | 9.52% | 18.6 | 33.33% | -21.06% | +16.67% | +16.67% | 0.00% | 30:00 | 28:00 | 28:15 | 29:00 | 30:30 | 35:00 | 02:15 | 01:40 |
 | Fae Grenade | 6 | 9.52% | 18.6 | 33.33% | -21.06% | -33.33% | +16.67% | 33.33% | 20:50 | 18:00 | 20:15 | 21:00 | 21:45 | 23:00 | 01:30 | 01:06 |
 | Trusty Shovel | 7 | 11.11% | 16.5 | 28.57% | -26.79% | +21.43% | -28.57% | -33.33% | 10:51 | 09:00 | 10:00 | 11:00 | 11:30 | 13:00 | 01:30 | 01:06 |
 | Ghost Scepter | 7 | 11.11% | 16.5 | 28.57% | -26.79% | -28.57% | -28.57% | 0.00% | 34:53 | 17:47 | 26:25 | 34:49 | 42:34 | 53:39 | 16:09 | 11:57 |
 | Possessed Mask | 7 | 11.11% | 16.5 | 28.57% | -26.79% | +4.76% | -28.57% | -6.67% | 13:00 | 09:00 | 10:00 | 11:00 | 15:00 | 21:00 | 05:00 | 03:42 |
 | Helm of Iron Will | 2 | 3.17% | 13.2 | 50.00% | -2.46% | -50.00% | +50.00% | 0.00% | 03:49 | 03:21 | 03:34 | 03:48 | 04:02 | 04:16 | 00:27 | 00:20 |
 | Arcane Blink | 2 | 3.17% | 13.2 | 50.00% | -2.46% | +50.00% | -50.00% | 0.00% | 53:00 | 45:00 | 48:59 | 52:59 | 56:59 | 60:59 | 07:59 | 05:55 |
 | Orb of Corrosion | 2 | 3.17% | 13.2 | 50.00% | -2.46% | +50.00% | -50.00% | 0.00% | 06:51 | 04:16 | 05:33 | 06:50 | 08:07 | 09:25 | 02:34 | 01:54 |
 | Stormcrafter | 2 | 3.17% | 13.2 | 50.00% | -2.46% | +50.00% | -50.00% | 0.00% | 41:30 | 41:00 | 41:15 | 41:30 | 41:45 | 42:00 | 00:30 | 00:22 |
 | Elven Tunic | 2 | 3.17% | 13.2 | 50.00% | -2.46% | +50.00% | -50.00% | 0.00% | 30:30 | 29:00 | 29:45 | 30:30 | 31:15 | 32:00 | 01:30 | 01:06 |
 | Helm of the Dominator | 2 | 3.17% | 13.2 | 50.00% | -2.46% | +50.00% | -50.00% | 0.00% | 07:57 | 07:51 | 07:53 | 07:56 | 07:59 | 08:02 | 00:05 | 00:04 |
 | Timeless Relic | 3 | 4.76% | 9.7 | 33.33% | -20.00% | +66.67% | -33.33% | 0.00% | 41:00 | 40:00 | 40:30 | 41:00 | 41:30 | 42:00 | 01:00 | 00:44 |
 | Keen Optic | 3 | 4.76% | 9.7 | 33.33% | -20.00% | +66.67% | -33.33% | 0.00% | 12:00 | 09:00 | 09:30 | 10:00 | 13:30 | 17:00 | 04:00 | 02:57 |
 | Philosopher's Stone | 3 | 4.76% | 9.7 | 33.33% | -20.00% | +66.67% | -33.33% | 0.00% | 28:40 | 21:00 | 26:30 | 32:00 | 32:30 | 33:00 | 06:00 | 04:26 |
 | Crown | 5 | 7.94% | 6.8 | 20.00% | -35.17% | +30.00% | -20.00% | 0.00% | 12:48 | 05:10 | 05:33 | 11:59 | 18:33 | 22:43 | 13:00 | 09:37 |
 | Ring of Aquila | 3 | 4.76% | 0.0 | 0.00% | -55.00% | 0.00% | 0.00% | 0.00% | 23:40 | 21:00 | 21:00 | 21:00 | 25:00 | 29:00 | 04:00 | 02:57 |
 | Tranquil Boots | 3 | 4.76% | 0.0 | 0.00% | -55.00% | 0.00% | 0.00% | 0.00% | 22:11 | 13:01 | 17:28 | 21:56 | 26:46 | 31:36 | 09:17 | 06:52 |
 | Quicksilver Amulet | 1 | 1.59% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 00:00 | 00:00 |
 | Ascetic's Cap | 1 | 1.59% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:00 | 41:00 | 41:00 | 41:00 | 41:00 | 41:00 | 00:00 | 00:00 |
 | Nether Shawl | 2 | 3.17% | 0.0 | 0.00% | -54.10% | 0.00% | 0.00% | 0.00% | 25:00 | 20:00 | 22:30 | 25:00 | 27:30 | 30:00 | 05:00 | 03:42 |
 | Solar Crest | 3 | 4.76% | 0.0 | 0.00% | -55.00% | 0.00% | 0.00% | 0.00% | 19:50 | 13:26 | 17:03 | 20:41 | 23:02 | 25:24 | 05:59 | 04:25 |