How Canaria compares to other job market data providers
A side-by-side look at what each provider actually delivers.
| Canaria | Lightcast | Revelio Labs | LinkUp | Coresignal | Bright Data | |
|---|---|---|---|---|---|---|
| Skills Taxonomy | ✓37,000+ skills, 3,000+ certs, 400+ soft skills | ✓33,000+ skills | ✓~3,400 skills | ●~4,000 skills (via Revelio) | —No taxonomy | —No taxonomy |
| Job Classification | ✓SOC + ONET + SIC + NAICS | ✓SOC + ONET + ISCO + NAICS + LOT | ✓Proprietary + NAICS + SIC + GICS | ✓ONET-SOC + NAICS | —None | —None |
| Salary Data | ✓Predicted, MAPE <15% | ●Posted + benchmark models | ✓Predicted (via model) | ✓Posted + modeled (via Revelio) | ●Posted only | ●Posted only |
| Dedup Method | ✓Semantic (vector + MinHash + graph) | ✓Source + cross-source (60-day) | ✓Normalized + similarity scoring | ●Single-source purity | ✓Multi-source clustering | ●Multi-source dedup |
| Total Postings | ✓900M+ unique | ✓2.5-3B+ (160+ countries) | ✓4.1B (COSMOS) | ✓315M+ | ✓425M+ | ✓399M+ |
| Historical Coverage | ●2022-present | ✓US 2010+, Global 2019+ | ●~2021-present (COSMOS) | ✓2007-present | ●~2018-present | ●Months to years |
| Delivery Formats | ✓CSV, Parquet, S3, GCS, Snowflake, SFTP | ✓API, Dashboard, Snowflake, BigQuery, S3, SFTP | ✓API, Dashboard, Snowflake, S3 | ✓RAW feeds, Compass, Snowflake | ✓API, JSONL, Parquet, Snowflake | ✓API, JSON, CSV, Snowflake, S3 |
| Price Tier | ✓$$ | ●$$$$ | ●$$$$ | ●$$$$ | ✓$$ | ✓$ |
| Best For | ✓Research-grade enriched job data at accessible pricing | ✓Government, workforce development, education | ✓Investor signals, workforce dynamics, headcount | ✓Economic research, hedge fund signals, source purity | ✓AI/ML training data, B2B enrichment at scale | ✓High-volume commodity data, scraping infrastructure |
Some providers focus on raw data at low cost, others offer deep enrichment at enterprise pricing. We built Canaria to sit in the middle: research-grade enrichment that's accessible without a six-figure contract.
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Canaria is not affiliated with, endorsed by, or connected to Lightcast, Revelio Labs, Coresignal, Bright Data, or any other company listed for comparison. All competitor information is sourced from publicly available product documentation and industry reports. Last verified: March 2026. Contact us at arman@decanaria.com if you find an error.