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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 | |
 | Ethereal Blade | 20 | 43.48% | 100.0 | 65.00% | +41.92% | -5.00% | +15.00% | 3.17% | 26:20 | 17:48 | 22:27 | 24:24 | 28:45 | 43:32 | 06:18 | 04:40 |
 | Ring of Protection | 18 | 39.13% | 98.7 | 61.11% | +32.54% | -1.11% | +13.89% | 2.43% | 01:08 | -13:55 | 01:16 | 02:54 | 07:26 | 10:01 | 06:10 | 04:34 |
 | Ghost Scepter | 18 | 39.13% | 97.3 | 61.11% | +32.54% | -21.11% | +13.89% | 4.02% | 23:14 | 15:16 | 18:14 | 22:37 | 26:56 | 41:50 | 08:42 | 06:26 |
 | Ring of Basilius | 20 | 43.48% | 96.0 | 55.00% | +24.23% | -15.00% | -15.00% | 0.00% | 06:09 | 01:42 | 03:37 | 04:58 | 08:18 | 12:41 | 04:41 | 03:28 |
 | Wraith Band | 29 | 63.04% | 94.7 | 48.28% | +18.87% | +23.15% | +8.86% | -9.22% | 00:05 | -13:55 | -01:29 | 02:05 | 03:02 | 09:59 | 04:31 | 03:20 |
 | Power Treads | 45 | 97.83% | 93.3 | 42.22% | +42.22% | +3.23% | -5.86% | -2.41% | 08:23 | 03:16 | 06:28 | 08:25 | 10:14 | 12:10 | 03:46 | 02:47 |
 | Linken's Sphere | 28 | 60.87% | 92.0 | 46.43% | +13.10% | -3.57% | -3.57% | 0.00% | 20:19 | 13:31 | 16:30 | 18:56 | 22:05 | 36:34 | 05:35 | 04:08 |
 | Bottle | 10 | 21.74% | 90.7 | 60.00% | +23.89% | -26.67% | +40.00% | 2.03% | 13:47 | 01:48 | 03:09 | 04:11 | 36:00 | 39:00 | 32:51 | 24:20 |
 | Ring of Aquila | 21 | 45.65% | 89.3 | 47.62% | +11.62% | -7.62% | -7.62% | 0.00% | 08:51 | 02:09 | 04:09 | 08:18 | 09:34 | 24:00 | 05:25 | 04:00 |
 | Ring of Health | 21 | 45.65% | 88.0 | 47.62% | +11.62% | +32.38% | -7.62% | -3.72% | 12:55 | 03:38 | 06:23 | 09:24 | 17:08 | 30:06 | 10:45 | 07:57 |
 | Magic Wand | 40 | 86.96% | 86.7 | 40.00% | -10.00% | 0.00% | +10.00% | 1.46% | 07:16 | -01:29 | 02:38 | 06:30 | 09:29 | 22:57 | 06:51 | 05:04 |
 | Boots of Speed | 44 | 95.65% | 85.3 | 38.64% | -61.36% | -2.28% | +15.91% | 7.04% | 05:23 | 01:27 | 04:06 | 05:03 | 06:41 | 09:59 | 02:35 | 01:54 |
 | Magic Stick | 39 | 84.78% | 84.0 | 38.46% | -18.68% | +1.54% | +11.54% | 1.88% | 03:12 | -01:29 | -01:29 | 01:06 | 06:49 | 15:35 | 08:18 | 06:08 |
 | Butterfly | 6 | 13.04% | 82.7 | 66.67% | +29.17% | -16.67% | -66.67% | -2.07% | 40:25 | 28:35 | 30:27 | 35:08 | 54:33 | 57:43 | 24:06 | 17:51 |
 | Fluffy Hat | 14 | 30.43% | 81.3 | 50.00% | +12.50% | 0.00% | -16.67% | -3.56% | 06:13 | 01:41 | 03:23 | 06:03 | 08:04 | 19:05 | 04:41 | 03:28 |
 | Titan Sliver | 4 | 8.70% | 80.0 | 75.00% | +36.90% | -75.00% | +25.00% | 50.00% | 29:15 | 28:00 | 28:00 | 28:00 | 30:00 | 31:00 | 02:00 | 01:28 |
 | Eye of Skadi | 22 | 47.83% | 78.7 | 40.91% | -0.76% | -24.24% | -0.91% | 2.05% | 33:46 | 17:02 | 28:41 | 33:18 | 40:03 | 47:19 | 11:22 | 08:25 |
 | Hurricane Pike | 2 | 4.35% | 77.3 | 100.00% | +61.36% | 0.00% | 0.00% | 0.00% | 25:11 | 21:32 | 21:32 | 28:49 | 28:49 | 28:49 | 07:17 | 05:23 |
 | Blink Dagger | 2 | 4.35% | 76.0 | 100.00% | +61.36% | 0.00% | 0.00% | 0.00% | 30:31 | 25:03 | 25:03 | 35:59 | 35:59 | 35:59 | 10:56 | 08:05 |
 | Force Staff | 2 | 4.35% | 74.7 | 100.00% | +61.36% | 0.00% | 0.00% | 0.00% | 24:42 | 20:35 | 20:35 | 28:49 | 28:49 | 28:49 | 08:14 | 06:05 |
 | Boots of Travel | 2 | 4.35% | 73.3 | 100.00% | +61.36% | 0.00% | 0.00% | 0.00% | 42:57 | 42:53 | 42:53 | 43:00 | 43:00 | 43:00 | 00:07 | 00:05 |
 | Falcon Blade | 13 | 28.26% | 72.0 | 46.15% | +6.76% | -12.82% | -12.82% | 0.00% | 07:20 | 05:06 | 05:14 | 07:09 | 08:42 | 11:33 | 03:28 | 02:34 |
 | Orb of Venom | 7 | 15.22% | 70.7 | 57.14% | +18.68% | +42.86% | -7.14% | -5.63% | 37:58 | 29:23 | 30:24 | 38:43 | 39:17 | 45:55 | 08:53 | 06:34 |
 | Void Stone | 17 | 36.96% | 69.3 | 41.18% | -0.20% | -16.18% | +8.82% | 2.39% | 17:58 | 08:36 | 11:27 | 16:20 | 21:55 | 39:59 | 10:28 | 07:45 |
 | Manta Style | 23 | 50.00% | 68.0 | 34.78% | -13.05% | +15.22% | -1.45% | -4.31% | 21:37 | 16:47 | 17:46 | 19:40 | 21:38 | 37:53 | 03:52 | 02:51 |
 | Black King Bar | 25 | 54.35% | 66.7 | 32.00% | -20.38% | -15.33% | +1.33% | 2.45% | 32:36 | 22:23 | 28:09 | 32:24 | 34:57 | 1:02:33 | 06:48 | 05:02 |
 | Yasha | 25 | 54.35% | 65.3 | 32.00% | -20.38% | +34.67% | -15.33% | -13.33% | 17:34 | 12:52 | 13:55 | 16:08 | 17:40 | 37:08 | 03:45 | 02:46 |
 | Morbid Mask | 18 | 39.13% | 64.0 | 33.33% | -13.10% | +46.67% | +16.67% | -4.21% | 10:16 | 02:47 | 03:40 | 06:58 | 10:48 | 43:24 | 07:08 | 05:17 |
 | Satanic | 6 | 13.04% | 62.7 | 50.00% | +10.00% | 0.00% | +50.00% | 3.34% | 37:40 | 29:40 | 31:18 | 35:42 | 46:15 | 46:54 | 14:57 | 11:04 |
 | Dragon Lance | 10 | 21.74% | 61.3 | 40.00% | -1.67% | -6.67% | +10.00% | 5.08% | 15:18 | 10:18 | 12:10 | 12:39 | 15:27 | 25:33 | 03:17 | 02:25 |
 | Moon Shard | 3 | 6.52% | 60.0 | 66.67% | +27.14% | +33.33% | 0.00% | -1.83% | 56:41 | 46:02 | 46:02 | 59:46 | 1:04:15 | 1:04:15 | 18:13 | 13:29 |
 | Aghanim's Scepter | 11 | 23.91% | 58.7 | 36.36% | -6.50% | -3.03% | -36.36% | -6.99% | 25:51 | 21:29 | 22:33 | 26:35 | 27:19 | 32:06 | 04:46 | 03:31 |
 | Quelling Blade | 7 | 15.22% | 57.3 | 42.86% | +1.83% | +7.14% | +7.14% | 0.00% | 03:19 | -01:29 | -01:29 | -01:29 | 06:43 | 12:28 | 08:12 | 06:04 |
 | Sange and Yasha | 1 | 2.17% | 56.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:53 | 16:53 | 16:53 | 16:53 | 16:53 | 16:53 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.17% | 54.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:59 | 39:59 | 39:59 | 39:59 | 39:59 | 39:59 | 00:00 | 00:00 |
 | Enchanted Quiver | 1 | 2.17% | 53.3 | 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 |
 | Essence Ring | 1 | 2.17% | 52.0 | 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 |
 | Stormcrafter | 1 | 2.17% | 50.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 00:00 | 00:00 |
 | Arcane Ring | 1 | 2.17% | 49.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 00:00 | 00:00 |
 | Spell Prism | 1 | 2.17% | 48.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 00:00 | 00:00 |
 | Mind Breaker | 1 | 2.17% | 46.7 | 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 |
 | Grove Bow | 1 | 2.17% | 45.3 | 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 |
 | Sange | 1 | 2.17% | 44.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:53 | 16:53 | 16:53 | 16:53 | 16:53 | 16:53 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.17% | 42.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:20 | 47:20 | 47:20 | 47:20 | 47:20 | 47:20 | 00:00 | 00:00 |
 | Tumbler's Toy | 1 | 2.17% | 41.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 00:00 | 00:00 |
 | Brigand's Blade | 1 | 2.17% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 00:00 | 00:00 |
 | Elven Tunic | 1 | 2.17% | 38.7 | 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 |
 | Swift Blink | 1 | 2.17% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:04 | 36:04 | 36:04 | 36:04 | 36:04 | 36:04 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 2.17% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:34 | 1:03:34 | 1:03:34 | 1:03:34 | 1:03:34 | 1:03:34 | 00:00 | 00:00 |
 | Crystalys | 9 | 19.57% | 34.7 | 22.22% | -23.73% | +27.78% | -22.22% | -2.99% | 36:06 | 22:23 | 25:07 | 36:07 | 41:49 | 53:34 | 16:42 | 12:22 |
 | Fairy's Trinket | 2 | 4.35% | 33.3 | 50.00% | +9.09% | -50.00% | 0.00% | 0.00% | 10:30 | 09:00 | 09:00 | 12:00 | 12:00 | 12:00 | 03:00 | 02:13 |
 | Pupil's Gift | 2 | 4.35% | 32.0 | 50.00% | +9.09% | +50.00% | 0.00% | 0.00% | 19:00 | 18:00 | 18:00 | 20:00 | 20:00 | 20:00 | 02:00 | 01:28 |
 | Vambrace | 2 | 4.35% | 30.7 | 50.00% | +9.09% | -50.00% | 0.00% | 0.00% | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 00:00 | 00:00 |
 | Ocean Heart | 2 | 4.35% | 29.3 | 50.00% | +9.09% | -50.00% | 0.00% | 0.00% | 10:30 | 10:00 | 10:00 | 11:00 | 11:00 | 11:00 | 01:00 | 00:44 |
 | Nether Shawl | 2 | 4.35% | 28.0 | 50.00% | +9.09% | -50.00% | 0.00% | 0.00% | 18:30 | 18:00 | 18:00 | 19:00 | 19:00 | 19:00 | 01:00 | 00:44 |
 | Possessed Mask | 2 | 4.35% | 26.7 | 50.00% | +9.09% | -50.00% | 0.00% | 0.00% | 12:30 | 12:00 | 12:00 | 13:00 | 13:00 | 13:00 | 01:00 | 00:44 |
 | Silver Edge | 3 | 6.52% | 25.3 | 33.33% | -8.53% | +66.67% | 0.00% | -2.37% | 36:05 | 25:33 | 25:33 | 29:01 | 53:41 | 53:41 | 28:08 | 20:50 |
 | Pig Pole | 3 | 6.52% | 24.0 | 33.33% | -8.53% | +66.67% | 0.00% | -33.34% | 11:00 | 10:00 | 10:00 | 11:00 | 12:00 | 12:00 | 02:00 | 01:28 |
 | Shadow Blade | 3 | 6.52% | 22.7 | 33.33% | -8.53% | +66.67% | 0.00% | -3.10% | 29:41 | 22:01 | 22:01 | 23:30 | 43:31 | 43:31 | 21:30 | 15:55 |
 | Daedalus | 4 | 8.70% | 21.3 | 25.00% | -17.86% | -25.00% | +75.00% | 14.05% | 37:25 | 32:34 | 32:34 | 36:51 | 39:41 | 40:32 | 07:07 | 05:16 |
 | Aghanim's Shard | 5 | 10.87% | 20.0 | 20.00% | -23.90% | -20.00% | +80.00% | 14.93% | 41:48 | 36:29 | 36:29 | 42:26 | 43:11 | 45:35 | 06:42 | 04:57 |
 | Cornucopia | 5 | 10.87% | 18.7 | 20.00% | -23.90% | +80.00% | -20.00% | -60.61% | 16:32 | 07:37 | 07:37 | 08:24 | 09:16 | 49:19 | 01:39 | 01:13 |
 | Trickster Cloak | 1 | 2.17% | 17.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 00:00 | 00:00 |
 | Paladin Sword | 2 | 4.35% | 16.0 | 0.00% | -43.18% | 0.00% | 0.00% | 0.00% | 30:30 | 28:00 | 28:00 | 33:00 | 33:00 | 33:00 | 05:00 | 03:42 |
 | Broom Handle | 1 | 2.17% | 14.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Nullifier | 2 | 4.35% | 13.3 | 0.00% | -43.18% | 0.00% | 0.00% | 0.00% | 53:49 | 48:47 | 48:47 | 58:51 | 58:51 | 58:51 | 10:04 | 07:27 |
 | Javelin | 1 | 2.17% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:45 | 33:45 | 33:45 | 33:45 | 33:45 | 33:45 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 4.35% | 10.7 | 0.00% | -43.18% | 0.00% | 0.00% | 0.00% | 51:22 | 44:11 | 44:11 | 58:32 | 58:32 | 58:32 | 14:21 | 10:37 |
 | Diffusal Blade | 1 | 2.17% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:58 | 22:58 | 22:58 | 22:58 | 22:58 | 22:58 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 2.17% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:46 | 59:46 | 59:46 | 59:46 | 59:46 | 59:46 | 00:00 | 00:00 |
 | Quicksilver Amulet | 1 | 2.17% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 2.17% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:25 | 35:25 | 35:25 | 35:25 | 35:25 | 35:25 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 2.17% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:19 | 51:19 | 51:19 | 51:19 | 51:19 | 51:19 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.17% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:19 | 49:19 | 49:19 | 49:19 | 49:19 | 49:19 | 00:00 | 00:00 |
 | Keen Optic | 1 | 2.17% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 00:00 | 00:00 |