Customer service and tool use / Benchmark leaderboard

AppWorld

Personal-assistant workflows spanning simulated applications and programmatic APIs.

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

Task goal completion and unintended-change checks.

Execution requirements

AppWorld runtime plus interactive code/tool agent.

Scope and limitations

Map tools into the simulated apps; access to a real SaaS connector does not make the product directly runnable.

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

Composio: Composite system

Gumloop: Capability-aligned; adapter/access to qualify

Lindy: Capability-aligned; adapter/access to qualify

OpenAI: Capability-aligned; adapter/access to qualify

Salesforce: Product-specific adapter / qualified access

Zapier: Capability-aligned; adapter/access to qualify

n8n: Capability-aligned; adapter/access to qualify