{"harness": {"slug": "bytedance-marscode-agent", "name": "Bytedance Marscode Agent", "vendor": "ByteDance", "description": "MarsCode Agent is ByteDance's software-engineering agent (MarsCode / TRAE ecosystem) appearing on Artificial Analysis coding-agent benchmarks. Related open scaffold: `trae-agent` for SWE-bench Verified community rows.\n\nThis slug tracks AA ingest rows for the MarsCode agent product naming. `artificialanalysis` source.", "card_summary": "ByteDance MarsCode Agent \u2014 TRAE/MarsCode ecosystem SWE harness.", "homepage_url": "https://www.marscode.com", "repo_url": "https://github.com/bytedance/trae-agent", "docs_url": null, "scaffold_code": null, "harbor_agent_name": null, "api_protocol": null, "status": "validated", "supports_rl": true, "score_count": 1, "best_success_rate": 34.0, "github_stars": 2100, "popularity_tier": null, "hrl_score": 31.0, "hrl_rank": 23, "catalog_token_volume": null, "openrouter_icon_url": null, "leaderboard_icon_url": "https://www.swebench.com/img/logos/20240723_marscode-agent-dev.png", "aa_coding_index": null, "aa_mean_cost_usd": null, "aa_mean_total_tokens": null}, "scores": [{"success_rate": 34.0, "resolved_count": 102, "total_count": 300, "cost_usd": null, "input_tokens": null, "output_tokens": null, "latency_ms": null, "temperature": null, "max_turns": null, "context_budget_tokens": null, "harness_version": null, "trial_count": null, "is_harnessrl_measured": false, "eval_protocol": "SWE-bench Lite public submission", "source": "swe_bench_site", "source_url": "https://www.marscode.com/", "observed_at": "2024-07-23T00:00:00+00:00", "harness": {"slug": "bytedance-marscode-agent", "name": "Bytedance Marscode Agent", "vendor": "ByteDance", "repo_url": "https://github.com/bytedance/trae-agent", "openrouter_icon_url": null}, "model": {"slug": "gpt-4o-20240513", "name": "GPT-4o (2024-05-13)", "vendor": "OpenAI"}, "benchmark": {"slug": "swe-bench-lite", "name": "SWE-bench Lite"}}], "benchmarks": [{"slug": "swe-bench-lite", "name": "SWE-bench Lite", "category": "eval"}]}