{
  "schema_version": 1,
  "audit_date": "2026-10-21",
  "source_dataset_revision": "1ca849c2128cf9ba9090a11514378c3a8277977a",
  "scope": "published v2 evaluation",
  "method": "Sample saved result.config from first and last row groups of first, middle and last trace files; one available result per model per selected row group. This is not an exhaustive attempt audit.",
  "sampled_configs": 6,
  "evaluation_settings": [
    {
      "model": "openai/qwen3-30b-instruct-2507",
      "agent": "terminus-2",
      "context_tokens": 32768,
      "intended_output_tokens_per_call": 8192,
      "request_output_tokens": null,
      "thinking": false,
      "sampling": {
        "temperature": 0.7,
        "top_p": 0.8,
        "top_k": 20,
        "min_p": 0
      },
      "output_limit_status": "No explicit request cap in sampled saved configs; actual fallback cap unknown"
    },
    {
      "model": "openai/qwen3-30b-thinking",
      "agent": "terminus-2",
      "context_tokens": 32768,
      "intended_output_tokens_per_call": 8192,
      "request_output_tokens": null,
      "thinking": true,
      "sampling": {
        "temperature": 0.6,
        "top_p": 0.95,
        "top_k": 20,
        "min_p": 0
      },
      "output_limit_status": "No explicit request cap in sampled saved configs; actual fallback cap unknown"
    }
  ],
  "evidence": [
    {
      "trace_file": "crosscodeeval_v2/traces/000.parquet",
      "row_group": 0,
      "attempt_id": "cd9fe20f-6c51-4a57-8a6a-5bfbd2ad696c",
      "model": "openai/qwen3-30b-instruct-2507",
      "agent_kwargs": {
        "temperature": 0.7,
        "max_tokens": 8192,
        "model_info": {
          "max_input_tokens": 32768,
          "max_output_tokens": 8192,
          "input_cost_per_token": 0,
          "output_cost_per_token": 0
        },
        "extra_body": {
          "top_p": 0.8,
          "top_k": 20,
          "min_p": 0,
          "chat_template_kwargs": {
            "enable_thinking": false
          }
        }
      },
      "resolved_timeouts": {
        "agent": 900.0,
        "verifier": 720.0,
        "agent_setup": 360.0,
        "environment_build": 600.0,
        "trial_attempt": null,
        "trial_cleanup_grace": 30.0,
        "steps": []
      },
      "agent_override_timeout_sec": null
    },
    {
      "trace_file": "crosscodeeval_v2/traces/000.parquet",
      "row_group": 338,
      "attempt_id": "767501ed-866e-4906-9685-294dc438bcd1",
      "model": "openai/qwen3-30b-instruct-2507",
      "agent_kwargs": {
        "temperature": 0.7,
        "max_tokens": 8192,
        "model_info": {
          "max_input_tokens": 32768,
          "max_output_tokens": 8192,
          "input_cost_per_token": 0,
          "output_cost_per_token": 0
        },
        "extra_body": {
          "top_p": 0.8,
          "top_k": 20,
          "min_p": 0,
          "chat_template_kwargs": {
            "enable_thinking": false
          }
        }
      },
      "resolved_timeouts": {
        "agent": 900.0,
        "verifier": 720.0,
        "agent_setup": 360.0,
        "environment_build": 600.0,
        "trial_attempt": null,
        "trial_cleanup_grace": 30.0,
        "steps": []
      },
      "agent_override_timeout_sec": null
    },
    {
      "trace_file": "crosscodeeval_v2/traces/004.parquet",
      "row_group": 0,
      "attempt_id": "18913808-efd7-4cc6-89ed-3bf2ce04e8a6",
      "model": "openai/qwen3-30b-thinking",
      "agent_kwargs": {
        "temperature": 0.6,
        "max_tokens": 8192,
        "model_info": {
          "max_input_tokens": 32768,
          "max_output_tokens": 8192,
          "input_cost_per_token": 0,
          "output_cost_per_token": 0
        },
        "extra_body": {
          "top_p": 0.95,
          "top_k": 20,
          "min_p": 0,
          "chat_template_kwargs": {
            "enable_thinking": true
          }
        }
      },
      "resolved_timeouts": {
        "agent": 900.0,
        "verifier": 720.0,
        "agent_setup": 360.0,
        "environment_build": 600.0,
        "trial_attempt": null,
        "trial_cleanup_grace": 30.0,
        "steps": []
      },
      "agent_override_timeout_sec": null
    },
    {
      "trace_file": "crosscodeeval_v2/traces/004.parquet",
      "row_group": 338,
      "attempt_id": "39f247e2-f3b8-41e6-ba29-2e0d8b30a99e",
      "model": "openai/qwen3-30b-thinking",
      "agent_kwargs": {
        "temperature": 0.6,
        "max_tokens": 8192,
        "model_info": {
          "max_input_tokens": 32768,
          "max_output_tokens": 8192,
          "input_cost_per_token": 0,
          "output_cost_per_token": 0
        },
        "extra_body": {
          "top_p": 0.95,
          "top_k": 20,
          "min_p": 0,
          "chat_template_kwargs": {
            "enable_thinking": true
          }
        }
      },
      "resolved_timeouts": {
        "agent": 900.0,
        "verifier": 720.0,
        "agent_setup": 360.0,
        "environment_build": 600.0,
        "trial_attempt": null,
        "trial_cleanup_grace": 30.0,
        "steps": []
      },
      "agent_override_timeout_sec": null
    },
    {
      "trace_file": "crosscodeeval_v2/traces/007.parquet",
      "row_group": 0,
      "attempt_id": "893a6761-378d-407e-a38e-4757f44512ac",
      "model": "openai/qwen3-30b-thinking",
      "agent_kwargs": {
        "temperature": 0.6,
        "max_tokens": 8192,
        "model_info": {
          "max_input_tokens": 32768,
          "max_output_tokens": 8192,
          "input_cost_per_token": 0,
          "output_cost_per_token": 0
        },
        "extra_body": {
          "top_p": 0.95,
          "top_k": 20,
          "min_p": 0,
          "chat_template_kwargs": {
            "enable_thinking": true
          }
        }
      },
      "resolved_timeouts": {
        "agent": 900.0,
        "verifier": 720.0,
        "agent_setup": 360.0,
        "environment_build": 600.0,
        "trial_attempt": null,
        "trial_cleanup_grace": 30.0,
        "steps": []
      },
      "agent_override_timeout_sec": null
    },
    {
      "trace_file": "crosscodeeval_v2/traces/007.parquet",
      "row_group": 757,
      "attempt_id": "67f9ac0d-1e08-44f3-86f9-17c5d651a8ea",
      "model": "openai/qwen3-30b-thinking",
      "agent_kwargs": {
        "temperature": 0.6,
        "max_tokens": 8192,
        "model_info": {
          "max_input_tokens": 32768,
          "max_output_tokens": 8192,
          "input_cost_per_token": 0,
          "output_cost_per_token": 0
        },
        "extra_body": {
          "top_p": 0.95,
          "top_k": 20,
          "min_p": 0,
          "chat_template_kwargs": {
            "enable_thinking": true
          }
        }
      },
      "resolved_timeouts": {
        "agent": 900.0,
        "verifier": 720.0,
        "agent_setup": 360.0,
        "environment_build": 600.0,
        "trial_attempt": null,
        "trial_cleanup_grace": 30.0,
        "steps": []
      },
      "agent_override_timeout_sec": null
    }
  ],
  "actual_fallback_output_cap": null,
  "findings": "Saved configurations use top-level max_tokens without llm_call_kwargs.max_tokens. The affected Terminus forwarding path does not send that top-level setting to the model API. No universal effective per-response token limit is established by this sample.",
  "fixed_code": "config/models.py:serving_agent_kwargs forwards llm_call_kwargs.max_tokens; HTTP-request regression tests cover every current registry model; this does not change historical results."
}