{"model": {"slug": "gemini-3-1-pro-high", "name": "Gemini 3.1 Pro (high)", "vendor": "Google", "model_family": "gemini-3-1-pro", "parameter_count_b": null, "context_length": 1000000, "homepage_url": null, "hf_model_id": null, "openrouter_id": null, "card_summary": "Google Gemini 3.1 Pro (high) on SWE-bench Verified leaderboards.", "is_rl_checkpoint": false, "score_count": 3, "best_success_rate": 76.03, "input_price_per_million": null, "output_price_per_million": null}, "scores": [{"success_rate": 76.03, "resolved_count": null, "total_count": null, "cost_usd": 1.0400415618609393, "input_tokens": 2465901, "output_tokens": 12977, "latency_ms": null, "temperature": null, "max_turns": null, "context_budget_tokens": null, "harness_version": null, "trial_count": null, "is_harnessrl_measured": false, "eval_protocol": "Artificial Analysis Coding Agent Index component (pass@1)", "source": "artificialanalysis", "source_url": "https://artificialanalysis.ai/agents/coding-agents", "observed_at": "2026-08-27T21:54:11.189561+00:00", "harness": {"slug": "gemini-cli", "name": "Gemini CLI", "vendor": "Google", "repo_url": null, "openrouter_icon_url": null}, "model": {"slug": "gemini-3-1-pro-high", "name": "Gemini 3.1 Pro (high)", "vendor": "Google"}, "benchmark": {"slug": "terminal-bench-v2-1", "name": "Terminal-Bench v2.1 (AA component)"}}, {"success_rate": 14.16, "resolved_count": null, "total_count": null, "cost_usd": 1.0400415618609393, "input_tokens": 2465901, "output_tokens": 12977, "latency_ms": null, "temperature": null, "max_turns": null, "context_budget_tokens": null, "harness_version": null, "trial_count": null, "is_harnessrl_measured": false, "eval_protocol": "Artificial Analysis Coding Agent Index component (pass@1)", "source": "artificialanalysis", "source_url": "https://artificialanalysis.ai/agents/coding-agents", "observed_at": "2026-08-27T21:54:11.189561+00:00", "harness": {"slug": "gemini-cli", "name": "Gemini CLI", "vendor": "Google", "repo_url": null, "openrouter_icon_url": null}, "model": {"slug": "gemini-3-1-pro-high", "name": "Gemini 3.1 Pro (high)", "vendor": "Google"}, "benchmark": {"slug": "deepswe", "name": "DeepSWE (AA component)"}}, {"success_rate": 8.6, "resolved_count": null, "total_count": null, "cost_usd": 1.0400415618609393, "input_tokens": 2465901, "output_tokens": 12977, "latency_ms": null, "temperature": null, "max_turns": null, "context_budget_tokens": null, "harness_version": null, "trial_count": null, "is_harnessrl_measured": false, "eval_protocol": "Artificial Analysis Coding Agent Index component (pass@1)", "source": "artificialanalysis", "source_url": "https://artificialanalysis.ai/agents/coding-agents", "observed_at": "2026-08-27T21:54:11.189561+00:00", "harness": {"slug": "gemini-cli", "name": "Gemini CLI", "vendor": "Google", "repo_url": null, "openrouter_icon_url": null}, "model": {"slug": "gemini-3-1-pro-high", "name": "Gemini 3.1 Pro (high)", "vendor": "Google"}, "benchmark": {"slug": "swe-atlas-qna", "name": "SWE-Atlas-QnA (AA component)"}}], "harnesses": [{"slug": "gemini-cli", "name": "Gemini CLI", "vendor": "Google", "repo_url": "https://github.com/google-gemini/gemini-cli", "openrouter_icon_url": "https://www.gstatic.com/lamda/images/gemini_favicon_f06995846fc77c897+24.png"}]}