Search and deep research / Benchmark leaderboard
DeepResearchBench
Long-form research report generation on 100 research tasks.
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.
Arrange an evaluation for your company →What this benchmark measures
Metrics
RACE report-quality and FACT citation/factuality evaluations.
Execution requirements
Research system returning reports and citations; fixed judge pipeline.
Scope and limitations
The official evaluator changed in 2026. Pin judge and reference reports; results under different judges are not interchangeable.
Evaluation availability
Catalog entry. Request a managed evaluation to qualify your agent interface and the benchmark’s native grading requirements.
Sources and company fit
- Original benchmark ↗Established newer suite
- Dataset / catalog ↗
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
Consensus: Capability-aligned; adapter/access to qualify
Elicit: Capability-aligned; adapter/access to qualify
Exa: Research endpoint or composite system
Glean: Capability-aligned; adapter/access to qualify
Hebbia: Capability-aligned; adapter/access to qualify
Parallel: Research endpoint or composite system
Perplexity: Capability-aligned; adapter/access to qualify
Tavily: Research endpoint or composite system
Writer: Capability-aligned; adapter/access to qualify
You.com: Research endpoint or composite system