Search and deep research / Benchmark leaderboard
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1,266 hard-to-find web information questions.
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
Answer correctness under the original evaluator.
Execution requirements
Search/browsing agent with fixed budgets.
Scope and limitations
Measures persistent fact-finding; does not establish report quality, citation quality or transaction execution. Search APIs need a fixed agent wrapper.
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
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
Anthropic: Capability-aligned; adapter/access to qualify
Exa: Research endpoint or composite system
Glean: Capability-aligned; adapter/access to qualify
Google DeepMind: Capability-aligned; adapter/access to qualify
OpenAI: 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
Firecrawl: Conditional on qualifying the research-preview Agent as an answer-producing system; raw scraping alone does not qualify.