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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 | |
 | Solar Crest | 32 | 54.24% | 100.0 | 78.13% | +52.20% | -3.13% | -3.13% | 0.00% | 20:05 | 13:41 | 16:54 | 18:23 | 22:23 | 36:36 | 05:28 | 04:03 |
 | Pavise | 34 | 57.63% | 94.2 | 73.53% | +45.53% | +4.25% | +4.25% | 0.00% | 17:09 | 09:22 | 13:41 | 15:31 | 18:58 | 36:36 | 05:17 | 03:54 |
 | Guardian Greaves | 9 | 15.25% | 90.4 | 88.89% | +40.89% | +11.11% | -22.22% | -3.41% | 22:48 | 15:55 | 16:53 | 22:00 | 26:40 | 35:51 | 09:47 | 07:14 |
 | Buckler | 14 | 23.73% | 86.4 | 78.57% | +31.90% | +21.43% | -28.57% | -3.72% | 23:19 | 12:42 | 16:31 | 20:46 | 29:57 | 38:19 | 13:26 | 09:57 |
 | Ring of Protection | 34 | 57.63% | 85.9 | 67.65% | +31.65% | +10.13% | -23.21% | -5.37% | 13:04 | 02:48 | 08:50 | 13:00 | 15:03 | 34:51 | 06:12 | 04:36 |
 | Fluffy Hat | 34 | 57.63% | 85.9 | 67.65% | +31.65% | -0.98% | +10.13% | 1.38% | 15:16 | 03:05 | 10:39 | 13:50 | 18:40 | 38:33 | 08:01 | 05:56 |
 | Blink Dagger | 13 | 22.03% | 82.2 | 76.92% | +29.09% | -1.92% | -26.92% | -3.60% | 18:33 | 11:35 | 14:24 | 15:18 | 21:21 | 31:05 | 06:57 | 05:08 |
 | Ring of Basilius | 58 | 98.31% | 75.0 | 55.17% | +55.17% | +4.83% | -8.50% | -3.21% | 05:25 | 00:22 | 03:19 | 04:45 | 07:28 | 14:10 | 04:09 | 03:04 |
 | Arcane Boots | 56 | 94.92% | 74.9 | 55.36% | +22.03% | +4.64% | -12.50% | -6.98% | 10:09 | 05:20 | 08:22 | 09:18 | 10:49 | 26:21 | 02:27 | 01:49 |
 | Magic Stick | 50 | 84.75% | 74.5 | 56.00% | +11.56% | +5.54% | -2.15% | -1.76% | 02:43 | -01:20 | -01:03 | 01:50 | 05:25 | 11:15 | 06:28 | 04:47 |
 | Vladmir's Offering | 4 | 6.78% | 74.3 | 100.00% | +49.09% | 0.00% | 0.00% | 0.00% | 27:21 | 22:19 | 23:45 | 27:01 | 30:36 | 33:02 | 06:51 | 05:04 |
 | Boots of Travel | 4 | 6.78% | 74.3 | 100.00% | +49.09% | 0.00% | 0.00% | 0.00% | 36:18 | 22:12 | 30:18 | 37:38 | 43:38 | 47:43 | 13:20 | 09:52 |
 | Boots of Speed | 58 | 98.31% | 72.7 | 53.45% | -46.55% | +6.55% | +6.55% | 0.00% | 04:50 | 01:19 | 03:40 | 04:40 | 06:03 | 08:30 | 02:23 | 01:46 |
 | Force Staff | 15 | 25.42% | 70.8 | 66.67% | +16.67% | +8.33% | +33.33% | 5.23% | 24:08 | 17:45 | 21:25 | 24:05 | 26:12 | 32:00 | 04:47 | 03:32 |
 | Crown | 15 | 25.42% | 70.8 | 66.67% | +16.67% | +8.33% | -41.67% | -5.56% | 21:35 | 12:46 | 16:51 | 18:34 | 25:51 | 35:27 | 09:00 | 06:40 |
 | Aghanim's Shard | 38 | 64.41% | 70.2 | 55.26% | +2.88% | +14.74% | +4.74% | -1.47% | 23:13 | 15:08 | 18:56 | 22:32 | 25:44 | 43:48 | 06:48 | 05:02 |
 | Magic Wand | 46 | 77.97% | 68.3 | 52.17% | -9.37% | -2.17% | -2.17% | 0.00% | 08:46 | 01:52 | 07:18 | 09:22 | 10:38 | 17:52 | 03:20 | 02:28 |
 | Aghanim's Scepter | 6 | 10.17% | 68.1 | 83.33% | +32.39% | -33.33% | +16.67% | 5.57% | 36:38 | 27:16 | 32:37 | 36:45 | 41:36 | 44:35 | 08:58 | 06:38 |
 | Wind Lace | 37 | 62.71% | 60.9 | 48.65% | -14.99% | -15.32% | +5.90% | 3.03% | 12:26 | -01:29 | 09:00 | 12:00 | 16:00 | 29:00 | 07:00 | 05:11 |
 | Mekansm | 13 | 22.03% | 60.8 | 61.54% | +9.37% | +38.46% | -36.54% | -5.39% | 20:07 | 12:10 | 13:08 | 18:22 | 27:03 | 34:13 | 13:55 | 10:18 |
 | Vambrace | 3 | 5.08% | 60.0 | 100.00% | +48.21% | 0.00% | 0.00% | 0.00% | 31:00 | 29:00 | 30:30 | 32:00 | 32:00 | 32:00 | 01:30 | 01:06 |
 | Bottle | 9 | 15.25% | 58.7 | 66.67% | +14.67% | 0.00% | +8.33% | 8.33% | 02:01 | 01:19 | 01:31 | 01:38 | 01:40 | 05:00 | 00:09 | 00:06 |
 | Chainmail | 21 | 35.59% | 57.8 | 52.38% | -2.88% | +14.29% | +14.29% | 0.00% | 14:20 | 03:10 | 11:13 | 14:22 | 18:33 | 26:38 | 07:20 | 05:25 |
 | Drum of Endurance | 7 | 11.86% | 57.6 | 71.43% | +19.51% | +28.57% | -21.43% | -14.42% | 21:12 | 10:09 | 18:41 | 20:27 | 22:09 | 36:05 | 03:28 | 02:34 |
 | Headdress | 14 | 23.73% | 56.7 | 57.14% | +3.81% | +17.86% | -7.14% | -3.93% | 17:13 | 08:46 | 12:25 | 16:55 | 18:47 | 31:01 | 06:22 | 04:42 |
 | Philosopher's Stone | 17 | 28.81% | 54.9 | 52.94% | -1.82% | +13.73% | -12.94% | -8.89% | 20:32 | 19:00 | 19:00 | 20:00 | 22:00 | 23:00 | 03:00 | 02:13 |
 | Glimmer Cape | 18 | 30.51% | 52.1 | 50.00% | -6.10% | +10.00% | +30.00% | 2.45% | 22:05 | 13:40 | 17:54 | 19:10 | 26:04 | 45:00 | 08:10 | 06:03 |
 | Javelin | 13 | 22.03% | 51.0 | 53.85% | -0.50% | -3.85% | -3.85% | 0.00% | 16:10 | 06:20 | 08:29 | 10:59 | 16:27 | 38:01 | 07:58 | 05:54 |
 | Royal Jelly | 8 | 13.56% | 50.5 | 62.50% | +9.56% | +4.17% | +37.50% | 5.33% | 11:53 | 08:00 | 09:00 | 11:00 | 15:15 | 16:00 | 06:15 | 04:37 |
 | Seeds of Serenity | 8 | 13.56% | 50.5 | 62.50% | +9.56% | -12.50% | +4.17% | 7.41% | 11:38 | 09:00 | 10:45 | 12:00 | 13:00 | 13:00 | 02:15 | 01:40 |
 | Void Stone | 16 | 27.12% | 50.1 | 50.00% | -5.81% | -25.00% | +25.00% | 6.46% | 20:59 | 07:10 | 17:32 | 22:13 | 25:17 | 35:00 | 07:44 | 05:44 |
 | Diadem | 14 | 23.73% | 47.6 | 50.00% | -5.56% | 0.00% | 0.00% | 0.00% | 17:16 | 11:11 | 14:17 | 16:42 | 19:46 | 24:58 | 05:28 | 04:03 |
 | Eye of the Vizier | 6 | 10.17% | 47.5 | 66.67% | +13.84% | -33.34% | +33.33% | 66.67% | 19:50 | 19:00 | 19:00 | 19:30 | 20:00 | 22:00 | 01:00 | 00:44 |
 | Ghost Scepter | 6 | 10.17% | 47.5 | 66.67% | +13.84% | -66.67% | +33.33% | 11.65% | 25:32 | 18:00 | 21:30 | 24:29 | 30:05 | 33:48 | 08:35 | 06:21 |
 | Pupil's Gift | 4 | 6.78% | 44.0 | 75.00% | +22.27% | -25.00% | +25.00% | 0.00% | 20:15 | 19:00 | 19:00 | 20:00 | 21:15 | 22:00 | 02:15 | 01:40 |
 | Morbid Mask | 4 | 6.78% | 44.0 | 75.00% | +22.27% | +25.00% | +25.00% | 0.00% | 18:16 | 06:59 | 07:11 | 16:41 | 27:45 | 32:40 | 20:33 | 15:13 |
 | Holy Locket | 4 | 6.78% | 44.0 | 75.00% | +22.27% | +25.00% | -75.00% | 0.00% | 21:39 | 18:41 | 18:57 | 20:07 | 22:49 | 27:40 | 03:51 | 02:51 |
 | Refresher Orb | 2 | 3.39% | 41.9 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 35:18 | 30:27 | 32:52 | 35:17 | 37:42 | 40:08 | 04:50 | 03:35 |
 | Ironwood Tree | 2 | 3.39% | 41.9 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 11:30 | 11:00 | 11:15 | 11:30 | 11:45 | 12:00 | 00:30 | 00:22 |
 | Craggy Coat | 2 | 3.39% | 41.9 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 34:00 | 30:00 | 32:00 | 34:00 | 36:00 | 38:00 | 04:00 | 02:57 |
 | Psychic Headband | 10 | 16.95% | 41.0 | 50.00% | -5.10% | -16.67% | +25.00% | 23.81% | 30:24 | 29:00 | 29:15 | 30:00 | 31:00 | 33:00 | 01:45 | 01:17 |
 | Arcane Ring | 10 | 16.95% | 41.0 | 50.00% | -5.10% | +16.67% | -25.00% | -15.15% | 12:48 | 10:00 | 11:15 | 12:30 | 14:00 | 16:00 | 02:45 | 02:02 |
 | Faded Broach | 8 | 13.56% | 36.3 | 50.00% | -4.90% | +16.67% | -16.67% | -11.11% | 12:23 | 08:00 | 11:00 | 13:00 | 14:00 | 15:00 | 03:00 | 02:13 |
 | Gossamer Cape | 8 | 13.56% | 36.3 | 50.00% | -4.90% | -16.67% | +50.00% | 15.69% | 22:30 | 19:00 | 20:00 | 22:30 | 24:15 | 27:00 | 04:15 | 03:08 |
 | Cornucopia | 6 | 10.17% | 30.3 | 50.00% | -4.72% | 0.00% | +50.00% | 4.34% | 18:02 | 05:26 | 11:10 | 17:56 | 22:41 | 33:41 | 11:31 | 08:31 |
 | Tranquil Boots | 3 | 5.08% | 28.4 | 66.67% | +13.10% | +33.33% | +33.33% | 0.00% | 34:52 | 31:24 | 33:12 | 35:01 | 36:36 | 38:12 | 03:24 | 02:31 |
 | Safety Bubble | 3 | 5.08% | 28.4 | 66.67% | +13.10% | +33.33% | -16.67% | 0.00% | 12:00 | 10:00 | 11:30 | 13:00 | 13:00 | 13:00 | 01:30 | 01:06 |
 | Boots of Bearing | 3 | 5.08% | 28.4 | 66.67% | +13.10% | +33.33% | +33.33% | 0.00% | 35:39 | 33:15 | 34:23 | 35:31 | 36:51 | 38:12 | 02:28 | 01:50 |
 | Trusty Shovel | 7 | 11.86% | 26.6 | 42.86% | -12.91% | -42.86% | +23.81% | 16.67% | 13:17 | 10:00 | 11:00 | 14:00 | 15:00 | 17:00 | 04:00 | 02:57 |
 | Dandelion Amulet | 4 | 6.78% | 22.2 | 50.00% | -4.55% | +50.00% | +50.00% | 0.00% | 31:15 | 28:00 | 29:30 | 31:00 | 32:45 | 35:00 | 03:15 | 02:24 |
 | Bracer | 4 | 6.78% | 22.2 | 50.00% | -4.55% | -50.00% | -50.00% | 0.00% | 16:27 | 09:31 | 10:01 | 15:36 | 22:01 | 25:05 | 11:59 | 08:52 |
 | Aeon Disk | 1 | 1.69% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:55 | 49:55 | 49:55 | 49:55 | 49:55 | 49:55 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.69% | 20.3 | 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 |
 | Timeless Relic | 1 | 1.69% | 20.3 | 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 |
 | Telescope | 1 | 1.69% | 20.3 | 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 |
 | Spark of Courage | 1 | 1.69% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:00 | 12:00 | 12:00 | 12:00 | 12:00 | 12:00 | 00:00 | 00:00 |
 | Dragon Scale | 1 | 1.69% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:00 | 25:00 | 25:00 | 25:00 | 25:00 | 25:00 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.69% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:39 | 02:39 | 02:39 | 02:39 | 02:39 | 02:39 | 00:00 | 00:00 |
 | Elven Tunic | 1 | 1.69% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:00 | 36:00 | 36:00 | 36:00 | 36:00 | 36:00 | 00:00 | 00:00 |
 | Whisper of the Dread | 5 | 8.47% | 18.5 | 40.00% | -15.56% | +10.00% | +10.00% | 0.00% | 21:00 | 20:00 | 21:00 | 21:00 | 21:00 | 22:00 | 00:00 | 00:00 |
 | Ring of Tarrasque | 5 | 8.47% | 18.5 | 40.00% | -15.56% | -40.00% | +10.00% | 0.00% | 23:47 | 16:18 | 18:14 | 25:02 | 29:00 | 30:22 | 10:46 | 07:58 |
 | Orb of Venom | 5 | 8.47% | 18.5 | 40.00% | -15.56% | +10.00% | -40.00% | 0.00% | 04:23 | 00:48 | 01:46 | 03:19 | 06:28 | 09:36 | 04:42 | 03:28 |
 | Ring of Health | 6 | 10.17% | 16.1 | 33.33% | -23.27% | +16.67% | +16.67% | 0.00% | 18:33 | 05:36 | 10:11 | 23:05 | 25:23 | 27:26 | 15:11 | 11:15 |
 | Quelling Blade | 6 | 10.17% | 16.1 | 33.33% | -23.27% | +16.67% | 0.00% | -5.77% | 11:20 | 03:47 | 09:06 | 11:21 | 12:00 | 20:53 | 02:53 | 02:08 |
 | Aether Lens | 8 | 13.56% | 13.0 | 25.00% | -33.82% | -25.00% | +25.00% | 7.85% | 29:10 | 16:18 | 26:59 | 29:58 | 33:21 | 35:58 | 06:22 | 04:43 |
 | Defiant Shell | 2 | 3.39% | 11.4 | 50.00% | -4.39% | -50.00% | +50.00% | 0.00% | 32:00 | 31:00 | 31:30 | 32:00 | 32:30 | 33:00 | 01:00 | 00:44 |
 | Lotus Orb | 2 | 3.39% | 11.4 | 50.00% | -4.39% | +50.00% | -50.00% | 0.00% | 30:34 | 30:19 | 30:26 | 30:33 | 30:40 | 30:48 | 00:14 | 00:10 |
 | Pipe of Insight | 2 | 3.39% | 11.4 | 50.00% | -4.39% | +50.00% | -50.00% | 0.00% | 25:15 | 25:12 | 25:13 | 25:14 | 25:15 | 25:17 | 00:02 | 00:01 |
 | Bullwhip | 3 | 5.08% | 8.4 | 33.33% | -22.03% | -33.33% | +16.67% | 0.00% | 19:40 | 19:00 | 19:30 | 20:00 | 20:00 | 20:00 | 00:30 | 00:22 |
 | Ogre Seal Totem | 4 | 6.78% | 6.9 | 25.00% | -31.36% | -25.00% | +75.00% | 0.00% | 42:15 | 40:00 | 40:00 | 42:00 | 44:15 | 45:00 | 04:15 | 03:08 |
 | Hand of Midas | 4 | 6.78% | 6.9 | 25.00% | -31.36% | -25.00% | -25.00% | 0.00% | 21:40 | 15:19 | 17:05 | 17:55 | 22:29 | 35:32 | 05:24 | 04:00 |
 | Ceremonial Robe | 4 | 6.78% | 6.9 | 25.00% | -31.36% | -25.00% | -25.00% | 0.00% | 31:15 | 29:00 | 29:45 | 31:00 | 32:30 | 34:00 | 02:45 | 02:02 |
 | Helm of Iron Will | 8 | 13.56% | 4.4 | 12.50% | -48.28% | -12.50% | -12.50% | 0.00% | 24:59 | 09:43 | 20:50 | 26:51 | 31:36 | 35:26 | 10:46 | 07:58 |
 | Pig Pole | 3 | 5.08% | 0.0 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 10:00 | 08:00 | 09:00 | 10:00 | 11:00 | 12:00 | 02:00 | 01:28 |
 | Lance of Pursuit | 1 | 1.69% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 00:00 | 00:00 |
 | Occult Bracelet | 1 | 1.69% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 00:00 | 00:00 |
 | Cloak of Flames | 1 | 1.69% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 00:00 | 00:00 |
 | Ninja Gear | 1 | 1.69% | 0.0 | 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 |
 | Ethereal Blade | 1 | 1.69% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:51 | 30:51 | 30:51 | 30:51 | 30:51 | 30:51 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.69% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:11 | 39:11 | 39:11 | 39:11 | 39:11 | 39:11 | 00:00 | 00:00 |
 | Light Collector | 1 | 1.69% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:00 | 24:00 | 24:00 | 24:00 | 24:00 | 24:00 | 00:00 | 00:00 |
 | Rattlecage | 2 | 3.39% | 0.0 | 0.00% | -56.14% | 0.00% | 0.00% | 0.00% | 39:00 | 38:00 | 38:30 | 39:00 | 39:30 | 40:00 | 01:00 | 00:44 |
 | Iron Talon | 1 | 1.69% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 00:00 | 00:00 |