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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 | |
 | Tranquil Boots | 8 | 19.05% | 100.0 | 87.50% | +46.32% | +12.50% | +12.50% | 0.00% | 08:06 | 02:50 | 06:42 | 07:41 | 10:41 | 11:49 | 03:59 | 02:57 |
 | Aether Lens | 26 | 61.90% | 98.6 | 69.23% | +50.48% | +2.20% | +2.20% | 0.00% | 23:47 | 11:29 | 17:15 | 25:12 | 26:51 | 35:31 | 09:36 | 07:06 |
 | Glimmer Cape | 11 | 26.19% | 85.4 | 72.73% | +30.79% | +27.27% | -6.06% | -4.57% | 29:26 | 17:13 | 26:45 | 29:32 | 34:02 | 40:32 | 07:17 | 05:24 |
 | Helm of Iron Will | 6 | 14.29% | 81.7 | 83.33% | +38.89% | +16.67% | +16.67% | 0.00% | 20:54 | 08:30 | 14:41 | 22:59 | 27:47 | 29:35 | 13:06 | 09:42 |
 | Wind Lace | 30 | 71.43% | 81.4 | 56.67% | +23.34% | -6.67% | +5.83% | 1.07% | 12:13 | -01:20 | 05:28 | 10:22 | 17:10 | 32:16 | 11:42 | 08:40 |
 | Ring of Protection | 18 | 42.86% | 79.1 | 61.11% | +19.44% | -1.11% | +18.89% | 1.95% | 17:20 | 06:32 | 12:00 | 16:37 | 22:16 | 32:37 | 10:16 | 07:36 |
 | Blink Dagger | 38 | 90.48% | 78.9 | 52.63% | +27.63% | +7.37% | +17.37% | 1.63% | 20:53 | 11:12 | 17:33 | 19:05 | 23:42 | 32:36 | 06:08 | 04:33 |
 | Magic Stick | 41 | 97.62% | 77.8 | 51.22% | +51.22% | +12.42% | -14.86% | -8.85% | 03:01 | -01:20 | 01:14 | 02:29 | 04:19 | 10:06 | 03:05 | 02:17 |
 | Aghanim's Shard | 25 | 59.52% | 77.4 | 56.00% | +14.82% | -27.43% | -13.14% | 3.20% | 24:19 | 15:15 | 21:34 | 22:45 | 26:02 | 41:43 | 04:28 | 03:18 |
 | Fluffy Hat | 19 | 45.24% | 75.2 | 57.89% | +14.41% | -17.89% | +2.11% | 2.51% | 19:38 | 11:00 | 14:10 | 19:32 | 22:09 | 33:20 | 07:59 | 05:54 |
 | Boots of Speed | 41 | 97.62% | 74.1 | 48.78% | -51.22% | -12.42% | +33.04% | 21.48% | 04:39 | -01:20 | 03:45 | 04:26 | 05:52 | 08:49 | 02:07 | 01:34 |
 | Void Stone | 29 | 69.05% | 73.3 | 51.72% | +5.57% | -14.22% | +10.78% | 3.04% | 21:08 | 10:00 | 15:38 | 20:00 | 23:52 | 45:08 | 08:14 | 06:05 |
 | Dandelion Amulet | 3 | 7.14% | 73.3 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 31:40 | 31:00 | 31:30 | 32:00 | 32:00 | 32:00 | 00:30 | 00:22 |
 | Bracer | 3 | 7.14% | 73.3 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 17:10 | 09:26 | 14:20 | 19:15 | 21:01 | 22:48 | 06:41 | 04:57 |
 | Telescope | 3 | 7.14% | 73.3 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 39:40 | 39:00 | 39:00 | 39:00 | 40:00 | 41:00 | 01:00 | 00:44 |
 | Chainmail | 13 | 30.95% | 72.5 | 61.54% | +16.71% | -36.54% | +38.46% | 9.55% | 12:10 | 04:04 | 07:15 | 12:02 | 15:06 | 21:33 | 07:51 | 05:48 |
 | Eye of the Vizier | 11 | 26.19% | 71.4 | 63.64% | +18.48% | +11.36% | -13.64% | -8.33% | 21:27 | 18:00 | 20:00 | 22:00 | 23:00 | 24:00 | 03:00 | 02:13 |
 | Force Staff | 5 | 11.90% | 69.2 | 80.00% | +34.05% | +20.00% | -30.00% | -15.63% | 28:12 | 23:01 | 26:24 | 29:00 | 29:36 | 32:59 | 03:12 | 02:22 |
 | Magic Wand | 25 | 59.52% | 65.3 | 48.00% | -4.94% | -5.14% | +9.14% | 1.93% | 09:05 | 01:18 | 04:29 | 09:13 | 11:53 | 25:02 | 07:24 | 05:28 |
 | Ring of Basilius | 32 | 76.19% | 62.8 | 43.75% | -26.25% | +31.25% | -6.25% | -13.66% | 07:50 | 02:15 | 06:37 | 08:08 | 09:22 | 12:11 | 02:44 | 02:02 |
 | Arcane Boots | 30 | 71.43% | 61.2 | 43.33% | -23.34% | +19.17% | -18.33% | -14.63% | 09:59 | 06:17 | 08:48 | 09:39 | 11:22 | 13:33 | 02:33 | 01:53 |
 | Ring of Health | 6 | 14.29% | 57.5 | 66.67% | +19.45% | +33.33% | -16.67% | -5.97% | 23:30 | 10:09 | 20:01 | 25:09 | 28:24 | 32:43 | 08:22 | 06:12 |
 | Psychic Headband | 9 | 21.43% | 54.5 | 55.56% | +7.08% | +11.11% | -5.56% | -16.67% | 31:33 | 30:00 | 30:00 | 31:00 | 31:00 | 37:00 | 01:00 | 00:44 |
 | Crown | 12 | 28.57% | 53.9 | 50.00% | 0.00% | -16.67% | +16.67% | 3.82% | 20:01 | 12:00 | 15:13 | 20:07 | 23:56 | 30:00 | 08:43 | 06:27 |
 | Black King Bar | 4 | 9.52% | 53.7 | 75.00% | +27.63% | -75.00% | +25.00% | 0.00% | 34:28 | 27:10 | 29:21 | 30:42 | 35:49 | 49:16 | 06:27 | 04:47 |
 | Trickster Cloak | 2 | 4.76% | 51.5 | 100.00% | +52.50% | 0.00% | 0.00% | 0.00% | 40:30 | 40:00 | 40:15 | 40:30 | 40:45 | 41:00 | 00:30 | 00:22 |
 | Ring of Tarrasque | 2 | 4.76% | 51.5 | 100.00% | +52.50% | 0.00% | 0.00% | 0.00% | 18:29 | 16:55 | 17:42 | 18:29 | 19:16 | 20:03 | 01:34 | 01:09 |
 | Ironwood Tree | 2 | 4.76% | 51.5 | 100.00% | +52.50% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Faded Broach | 10 | 23.81% | 49.7 | 50.00% | 0.00% | +25.00% | -25.00% | -25.00% | 12:36 | 11:00 | 11:00 | 12:00 | 13:00 | 16:00 | 02:00 | 01:28 |
 | Arcane Ring | 8 | 19.05% | 44.3 | 50.00% | 0.00% | +16.67% | -16.67% | -16.67% | 11:15 | 09:00 | 10:00 | 11:00 | 12:00 | 15:00 | 02:00 | 01:28 |
 | Javelin | 5 | 11.90% | 43.5 | 60.00% | +11.35% | +40.00% | -10.00% | -22.39% | 16:42 | 07:39 | 09:06 | 09:37 | 11:20 | 45:47 | 02:14 | 01:39 |
 | Safety Bubble | 6 | 14.29% | 37.2 | 50.00% | 0.00% | -25.00% | +50.00% | 75.00% | 12:20 | 11:00 | 12:00 | 12:00 | 12:45 | 14:00 | 00:45 | 00:33 |
 | Quelling Blade | 6 | 14.29% | 37.2 | 50.00% | 0.00% | -50.00% | +50.00% | 30.85% | 07:37 | 02:56 | 06:24 | 06:59 | 09:39 | 12:00 | 03:14 | 02:24 |
 | Philosopher's Stone | 10 | 23.81% | 36.7 | 40.00% | -13.13% | +26.67% | -15.00% | -15.15% | 21:24 | 18:00 | 20:15 | 21:00 | 23:00 | 24:00 | 02:45 | 02:02 |
 | Pupil's Gift | 3 | 7.14% | 35.0 | 66.67% | +17.95% | +33.33% | +33.33% | 0.00% | 21:20 | 20:00 | 20:30 | 21:00 | 22:00 | 23:00 | 01:30 | 01:06 |
 | Bullwhip | 3 | 7.14% | 35.0 | 66.67% | +17.95% | 0.00% | 0.00% | 0.00% | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 00:00 | 00:00 |
 | Morbid Mask | 3 | 7.14% | 35.0 | 66.67% | +17.95% | +33.33% | +33.33% | 0.00% | 22:08 | 11:14 | 16:52 | 22:31 | 27:34 | 32:38 | 10:42 | 07:55 |
 | Gossamer Cape | 3 | 7.14% | 35.0 | 66.67% | +17.95% | +33.33% | -66.67% | 0.00% | 19:20 | 19:00 | 19:00 | 19:00 | 19:30 | 20:00 | 00:30 | 00:22 |
 | Trusty Shovel | 3 | 7.14% | 35.0 | 66.67% | +17.95% | +33.33% | -16.67% | 0.00% | 11:20 | 10:00 | 11:00 | 12:00 | 12:00 | 12:00 | 01:00 | 00:44 |
 | Diadem | 7 | 16.67% | 32.7 | 42.86% | -8.57% | +7.14% | +7.14% | 0.00% | 18:36 | 09:09 | 12:30 | 17:35 | 24:29 | 29:31 | 11:59 | 08:52 |
 | Ceremonial Robe | 4 | 9.52% | 27.4 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 31:45 | 29:00 | 30:30 | 32:00 | 33:15 | 34:00 | 02:45 | 02:02 |
 | Cornucopia | 4 | 9.52% | 27.4 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 19:18 | 12:02 | 12:41 | 15:37 | 22:13 | 33:55 | 09:31 | 07:03 |
 | Lance of Pursuit | 1 | 2.38% | 25.0 | 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 |
 | Solar Crest | 1 | 2.38% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:19 | 25:19 | 25:19 | 25:19 | 25:19 | 25:19 | 00:00 | 00:00 |
 | Elven Tunic | 1 | 2.38% | 25.0 | 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 |
 | Aghanim's Scepter | 1 | 2.38% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:07 | 44:07 | 44:07 | 44:07 | 44:07 | 44:07 | 00:00 | 00:00 |
 | Craggy Coat | 1 | 2.38% | 25.0 | 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 |
 | Specialist's Array | 1 | 2.38% | 25.0 | 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 |
 | Bottle | 7 | 16.67% | 17.9 | 28.57% | -25.72% | -28.57% | -28.57% | 0.00% | 01:36 | 01:13 | 01:24 | 01:31 | 01:47 | 02:04 | 00:23 | 00:17 |
 | Ghost Scepter | 2 | 4.76% | 14.2 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 28:34 | 25:07 | 26:50 | 28:33 | 30:16 | 32:00 | 03:26 | 02:32 |
 | Pavise | 2 | 4.76% | 14.2 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 21:39 | 18:09 | 19:54 | 21:39 | 23:24 | 25:09 | 03:30 | 02:35 |
 | Pig Pole | 2 | 4.76% | 14.2 | 50.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 00:00 | 00:00 |
 | Seeds of Serenity | 4 | 9.52% | 8.7 | 25.00% | -27.63% | +75.00% | -25.00% | 0.00% | 12:15 | 10:00 | 11:30 | 12:30 | 13:15 | 14:00 | 01:45 | 01:17 |
 | Occult Bracelet | 1 | 2.38% | 0.0 | 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 |
 | Blight Stone | 1 | 2.38% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:07 | 13:07 | 13:07 | 13:07 | 13:07 | 13:07 | 00:00 | 00:00 |
 | Royal Jelly | 3 | 7.14% | 0.0 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 2.38% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:41 | 17:41 | 17:41 | 17:41 | 17:41 | 17:41 | 00:00 | 00:00 |
 | Light Collector | 3 | 7.14% | 0.0 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 23:00 | 21:00 | 22:00 | 23:00 | 24:00 | 25:00 | 02:00 | 01:28 |
 | Eul's Scepter of Divinity | 1 | 2.38% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:00 | 36:00 | 36:00 | 36:00 | 36:00 | 36:00 | 00:00 | 00:00 |
 | Ninja Gear | 2 | 4.76% | 0.0 | 0.00% | -52.50% | 0.00% | 0.00% | 0.00% | 39:30 | 39:00 | 39:15 | 39:30 | 39:45 | 40:00 | 00:30 | 00:22 |