Customer service and tool use / Benchmark leaderboard

ToolSandbox

Stateful conversations with dependent tools and implicit contextual requirements.

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

Milestone / state-based task success.

Execution requirements

Adapter to benchmark tools and world state.

Scope and limitations

Requires preservation of state and tool semantics; generic chat-only evaluation is insufficient.

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

Anthropic: Capability-aligned; adapter/access to qualify

Apple: Product-specific adapter / qualified access

Composio: Composite system

Google DeepMind: Capability-aligned; adapter/access to qualify

Lindy: Capability-aligned; adapter/access to qualify

OpenAI: Capability-aligned; adapter/access to qualify

Zapier: Capability-aligned; adapter/access to qualify