Agent benchmarks

τ²-bench Core agent benchmark

OpenGPT keeps 8 published rows attached to the exact τ²-bench Core benchmark version and environment shown below.

Tasks
278
Published rows
8
Source data date
Identity reviewed
Current

Evidence scope

v1.0.1 · standard agent · GPT-5.2 low user simulator · 4 trials. base tasks across retail, airline, and telecom. Standard agent, standard domain tools, and a shared GPT-5.2 low-reasoning user simulator. 4 trials per task · 1,112 trajectories per configuration.

How OpenGPT handles this evidence

OpenGPT preserves the publisher's metric, task scope, environment, version, configuration fields, and source date. It does not create a cross-benchmark overall Agent score.

Comparison boundaries

  • A higher result applies only to the displayed benchmark version and conditions.
  • Agent results reflect the full system, not the base model alone.
  • Missing cost, reliability, safety, or latency data remains unreported rather than being inferred.
  • OpenGPT includes only the eight publisher-submitted rows that share benchmark v1.0.1, the standard scaffold and tools, the same user simulator, the same base task splits, and four trials. Other τ-bench rows remain outside this scope.

v1.0.1 · standard agent · GPT-5.2 low user simulator · 4 trials

Showing 8 of 8 published rows. Every result remains attached to the source benchmark and configuration.

  1. τ² standard agent · Qwen3.5-397B-A17B · thinkingAlibaba Cloud · Qwen3.5-397B-A17B#1Average Pass¹: 87.91%τ² standard agent
  2. τ² standard agent · Claude Opus 4.5 · highAnthropic · Claude Opus 4.5#2Average Pass¹: 85.31%τ² standard agent
  3. τ² standard agent · GPT-5.2 · highOpenAI · GPT-5.2#3Average Pass¹: 84.76%τ² standard agent
  4. τ² standard agent · Gemini 3 Flash Preview · highGoogle · Gemini 3 Flash Preview#4Average Pass¹: 83.49%τ² standard agent
  5. τ² standard agent · Gemini 3 Pro Preview · highGoogle · Gemini 3 Pro Preview#5Average Pass¹: 82.46%τ² standard agent
  6. τ² standard agent · GLM-5 · thinkingZhipu AI · GLM-5#6Average Pass¹: 81.01%τ² standard agent
  7. τ² standard agent · Claude Sonnet 4.5 · extended thinkingAnthropic · Claude Sonnet 4.5#7Average Pass¹: 76.41%τ² standard agent
  8. τ² standard agent · GPT-5.2 · no reasoningOpenAI · GPT-5.2#8Average Pass¹: 61.58%τ² standard agent