Cosine vs Reducto
Side-by-side comparison of AI visibility scores, market position, and capabilities
YC W23 autonomous software engineering agent with 72% SWE-Lancer score; Genie model enabling parallel ticket execution competing with Devin and GitHub Copilot Workspace for AI coding automation.
About
Cosine is a San Francisco-based AI software engineering company building autonomous coding agents that enable development teams to work on multiple software tickets simultaneously — with the AI agent handling implementation tasks in parallel while engineers focus on architecture, code review, and product decisions. Founded by Yang Li, Alistair Pullen, and Sam Stenner and backed by Y Combinator (W23) with $3 million raised, Cosine's Genie model achieved 72% on SWE-Lancer and 30.08% on SWE-Bench, competitive benchmarks that position it among the highest-performing autonomous coding agents.
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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