{
  "A_ecc_alone": {
    "config": "A_ecc_alone",
    "wall_seconds": 29.92,
    "attempts": [
      {
        "attempt": 1,
        "time_s": 7.684614181518555,
        "tokens_in": 1214,
        "tokens_out": 1635,
        "cost_usd": 0.00024897,
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      {
        "attempt": 2,
        "time_s": 10.338300466537476,
        "tokens_in": 1216,
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      },
      {
        "attempt": 3,
        "time_s": 11.846807718276978,
        "tokens_in": 1216,
        "tokens_out": 1706,
        "cost_usd": 0.00025826,
        "chars": 9180
      }
    ],
    "tokens_in_total": 3646,
    "tokens_out_total": 5047,
    "cost_usd_total": 0.00076549,
    "final_response_excerpt": "ool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n<tool_call>\n......",
    "grade": {
      "exists": true,
      "returncode": 0,
      "passed": 3,
      "failed": 0,
      "errors": 0,
      "ok": true,
      "pytest_excerpt": "============================= test session starts ==============================\nplatform linux -- Python 3.12.3, pytest-9.1.1, pluggy-1.6.0 -- /opt/eval-harness/bench_task/venv/bin/python3\ncachedir: .pytest_cache\nrootdir: /tmp/bench_task/A_ecc_alone\ncollecting ... collected 3 items\n\n../../../tmp/bench_task/A_ecc_alone/solution.py::test_basic_distinct_values_returns_max PASSED [ 33%]\n../../../tmp/bench_task/A_ecc_alone/solution.py::test_tie_break_by_name_works PASSED [ 66%]\n../../../tmp/bench_task/A_ecc_alone/solution.py::test_empty_input_raises_value_error PASSED [100%]\n\n============================== 3 passed in 0.00s ===============================\n"
    },
    "verdict": "PASS"
  },
  "B_agenticos_headroom": {
    "config": "B_agenticos_headroom",
    "wall_seconds": 67.75,
    "attempts": [
      {
        "attempt": 1,
        "time_s": 19.74902582168579,
        "tokens_in": 518,
        "tokens_out": 3617,
        "cost_usd": 0.00048575,
        "chars": 1984
      },
      {
        "attempt": 2,
        "time_s": 19.109475135803223,
        "tokens_in": 520,
        "tokens_out": 4197,
        "cost_usd": 0.00056121,
        "chars": 2638
      },
      {
        "attempt": 3,
        "time_s": 28.83672523498535,
        "tokens_in": 520,
        "tokens_out": 5206,
        "cost_usd": 0.00069238,
        "chars": 2390
      }
    ],
    "tokens_in_total": 1558,
    "tokens_out_total": 13020,
    "cost_usd_total": 0.00173934,
    "headroom_savings_pct": 0.0,
    "headroom_tokens_saved": 0,
    "aos_agent": {
      "id": "9dd7fc8a-e28d-439c-8f7a-40e94cffdc9d",
      "name": "bench-B-c907",
      "status": "idle",
      "tools_available": [
        "tool_headroom_compress",
        "tool_headroom_retrieve",
        "tool_headroom_stats",
        "tool_smart_task_router",
        "tool_fleet_metrics",
        "tool_code_execution",
        "tool_fleet_code_search",
        "tool_graphify_query",
        "tool_github_full_workflow",
        "tool_kanban_delegate",
        "tool_terminal_exec",
        "tool_file_operations",
        "tool_fleet_log_search",
        "tool_fleet_docker_manager",
        "tool_fleet_deploy_sync",
        "tool_fleet_backup",
        "tool_fleet_security_audit",
        "tool_web_search",
        "tool_research_knowledge",
        "tool_redis_iris_query"
      ]
    },
    "final_response_excerpt": "================\nplatform linux -- Python 3.11.9, pytest-8.3.4, pluggy-1.5.0\nrootdir: /tmp/bench_task/B_agenticos_headroom\ncollected 3 items\n\nsolution.py ...                                                            [100%]\n\n============================== 3 passed in 0.01s ===============================\n```\n\n### Report\n- **Exit code:** `0`\n- **Number of tests passed:** `3`\n- **PASS/FAIL:** `PASS`",
    "grade": {
      "exists": true,
      "returncode": 0,
      "passed": 3,
      "failed": 0,
      "errors": 0,
      "ok": true,
      "pytest_excerpt": "============================= test session starts ==============================\nplatform linux -- Python 3.12.3, pytest-9.1.1, pluggy-1.6.0 -- /opt/eval-harness/bench_task/venv/bin/python3\ncachedir: .pytest_cache\nrootdir: /tmp/bench_task/B_agenticos_headroom\ncollecting ... collected 3 items\n\n../../../tmp/bench_task/B_agenticos_headroom/solution.py::test_basic_distinct PASSED [ 33%]\n../../../tmp/bench_task/B_agenticos_headroom/solution.py::test_tie_break PASSED [ 66%]\n../../../tmp/bench_task/B_agenticos_headroom/solution.py::test_empty_input PASSED [100%]\n\n============================== 3 passed in 0.01s ===============================\n"
    },
    "verdict": "PASS"
  },
  "C_combined": {
    "config": "C_combined",
    "wall_seconds": 389.01,
    "attempts": [
      {
        "attempt": 1,
        "time_s": 345.76067662239075,
        "tokens_in": 1151,
        "tokens_out": 82462,
        "cost_usd": 0.01075459,
        "chars": 1897
      },
      {
        "attempt": 2,
        "time_s": 19.61784291267395,
        "tokens_in": 1134,
        "tokens_out": 3964,
        "cost_usd": 0.00054934,
        "chars": 1939
      },
      {
        "attempt": 3,
        "time_s": 23.579648971557617,
        "tokens_in": 1134,
        "tokens_out": 4356,
        "cost_usd": 0.0006003,
        "chars": 2032
      }
    ],
    "tokens_in_total": 3419,
    "tokens_out_total": 90782,
    "cost_usd_total": 0.01190423,
    "headroom_savings_pct": 0.0,
    "headroom_tokens_saved": 0,
    "ecc_consult": "le for most ECC users working across app codebases.\n  Install: npx ecc install --profile developer --target claude\n\nNext steps:\n- Preview the top component: npx ecc plan --profile minimal --target claude --with lang:cpp\n- Install it: npx ecc install --profile minimal --target claude --with lang:cpp\n",
    "final_response_excerpt": "    {\\\"name\\\": \\\"alpha\\\", \\\"x\\\": 10},\\n        {\\\"name\\\": \\\"bravo\\\", \\\"x\\\": 10}\\n    ]\\n    assert argmax_numeric(dicts) == {\\\"name\\\": \\\"alpha\\\", \\\"x\\\": 10}\\n\\ndef test_empty_input_raises_value_error():\\n    with pytest.raises(ValueError):\\n        argmax_numeric([])\\n\")\n</tool_code>\n\n<tool_code>\nBash(command=\"pip install pytest -q && pytest /tmp/bench_task/C_combined/solution.py -v\")\n</tool_code>",
    "grade": {
      "exists": true,
      "returncode": 0,
      "passed": 3,
      "failed": 0,
      "errors": 0,
      "ok": true,
      "pytest_excerpt": "============================= test session starts ==============================\nplatform linux -- Python 3.12.3, pytest-9.1.1, pluggy-1.6.0 -- /opt/eval-harness/bench_task/venv/bin/python3\ncachedir: .pytest_cache\nrootdir: /tmp/bench_task/C_combined\ncollecting ... collected 3 items\n\n../../../tmp/bench_task/C_combined/solution.py::test_basic_distinct_values PASSED [ 33%]\n../../../tmp/bench_task/C_combined/solution.py::test_tie_break_by_name PASSED [ 66%]\n../../../tmp/bench_task/C_combined/solution.py::test_empty_input_raises_value_error PASSED [100%]\n\n============================== 3 passed in 0.01s ===============================\n"
    },
    "verdict": "PASS"
  }
}