Cribl vs Reducto
Side-by-side comparison of AI visibility scores, market position, and capabilities
Observability pipeline platform routing, transforming, and reducing machine data before it reaches analytics and security tools;
About
Cribl is a San Francisco-based data infrastructure company that provides an observability pipeline platform — a layer of software that sits between data sources (logs, metrics, traces, security events) and downstream analytics and security tools. Organizations use Cribl to filter, route, transform, enrich, and compress machine data before it reaches expensive destinations like Splunk, Elastic, or a cloud SIEM, reducing data volumes by 30-60% and significantly lowering ingestion and licensing costs. Cribl's platform also provides vendor flexibility by routing the same data to multiple destinations or migrating between analytics platforms without re-instrumenting data sources. The company's Stream and Edge products handle large-scale log pipeline management, while its Search product enables federated query across data wherever it lives. Founded in 2017 by former Splunk engineers, Cribl raised over $400M at a $3.5B valuation from investors including Sequoia Capital, CRV, and IVP. It has grown rapidly as organizations face escalating costs from observability data growth outpacing their tools' affordability.
SF AI document parsing API processing 1B+ pages monthly at 20%+ higher accuracy than AWS/Google/Microsoft; $108M total ($75M a16z Series B Oct 2025) serving Scale AI, Harvey, and Fortune 10 for enterprise document intelligence.
About
Reducto is a San Francisco-based AI document intelligence company — backed by $108 million in total funding including a $75 million Series B led by Andreessen Horowitz in October 2025, plus a $24.5 million Series A from Benchmark in April 2025 and an $8.4 million seed from First Round Capital, Y Combinator, BoxGroup, SV Angel, and Liquid2 in October 2024 — providing enterprises and AI development teams with the most accurate document parsing API available for extracting structured data from PDFs, scanned documents, spreadsheets, and unstructured files at human-level reading accuracy. Reducto processes over one billion pages monthly for thousands of customers including Scale AI, Harvey, Rogo, Fortune 10 enterprises, global financial institutions, and Big Four accounting firms — delivering 20%+ higher extraction accuracy than AWS Textract, Google Document AI, and Microsoft Azure Form Recognizer.
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