Benchmark Radar
AI BENCHMARK PROFILE

Thinkingbox-Bench

General AIKnowledge & ReasoningMicrosoft

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.