Financial analysis / Benchmark leaderboard

FinBen / PIXIU

Financial language tasks including extraction, classification and reasoning.

No published company result yet.

This benchmark is in the research directory. Its task package, adapter and grading protocol need qualification before a hosted run can be offered.

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What this benchmark measures

Metrics

Per-task metrics rather than a single undifferentiated score.

Execution requirements

Task-specific financial model adapters.

Scope and limitations

Review individual dataset rights and the repository use terms; QA/classification performance does not establish investment performance.

Evaluation availability

Catalog entry. Request a managed evaluation to qualify your agent interface and the benchmark’s native grading requirements.

Sources and company fit

Companies whose products may fit

Research recommendations based on product capabilities. These companies have not necessarily run this benchmark or integrated with Blobfish.

Compatibility notes for each company

AlphaSense: Capability-aligned; adapter/access to qualify

Bloomberg: Product-specific adapter / qualified access

Cohere: Direct component API + selected system adapters

Hebbia: Capability-aligned; adapter/access to qualify

Rogo: Capability-aligned; adapter/access to qualify