AI BENCHMARK PROFILE
Thinkingbox-Bench
Evaluates LLM agents on 507 stateful business workflows in an executable sandbox, with task-specific checks that accept valid trajectories and reject wrong, missing, or extra effects.
- Released
- 2026-08-20
- Readiness
- Runnable
- Primary field
- General AI
Why it matters
Moves beyond response-level or tool-call-level evaluation by requiring correct persistent state transitions, addressing a key gap in assessing agents for consequential business tasks.
Motivation
Recent agent benchmarks increasingly ground evaluation in executable environments, from code repair to web navigation, app APIs, and function calling.
Primary resources
Benchmark Radar records only publicly supported details and links back to primary sources for verification.