Manufacturing operations / Benchmark leaderboard

FactoryBench-100

Realistic manufacturing decisions framed as high-level employee requests. Agents must discover the relevant Oracle Fusion, Gmail, Drive, Sheets, and Slack evidence, reconcile records, calculate and compare options, then execute only the supported outcome.

No published company result yet.

The existing Blobfish benchmark page retains its task definitions, baseline evidence and release status. Company comparisons will appear here after a reviewed evaluation.

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What this benchmark measures

Metrics

Consult the upstream task verifier.

Execution requirements

Dataset-specific harness qualification required.

Scope and limitations

Listed in the catalog; not treated as independently established or famous. Catalog task counts do not prove validated coverage.

Evaluation availability

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

Sources and company fit