SQL, analytics and data engineering / Benchmark leaderboard
DSBench
Data analysis and data modeling tasks grounded in real data-science workflows.
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
Analysis-answer correctness and modeling metrics by task.
Execution requirements
Notebook/code agent with datasets and execution tools.
Scope and limitations
Distinguish analysis and modeling tracks; GPU/data dependencies may make costs uneven.
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
Databricks: Capability-aligned; adapter/access to qualify
Google DeepMind: Capability-aligned; adapter/access to qualify
Hex: Capability-aligned; adapter/access to qualify
Julius AI: Capability-aligned; adapter/access to qualify
OpenAI: Capability-aligned; adapter/access to qualify
Snowflake: Capability-aligned; adapter/access to qualify