{
  "api_version": "1",
  "updated": "2026-10-26",
  "latest_event": "2026-10-24",
  "rights": "© Frontier Log, all rights reserved.",
  "model": {
    "slug": "inkling",
    "name": "Inkling",
    "lab": "thinking-machines",
    "date": "2026-07-15",
    "flagship": false,
    "event": "https://frontierlog.ai/event/2026-07-15-inkling",
    "releases": [],
    "variant_of": null,
    "made_by": "Thinking Machines",
    "url": "https://frontierlog.ai/model/inkling",
    "results": [
      {
        "id": "inkling:swe-bench-verified:default:1",
        "model": "inkling",
        "model_name": "Inkling",
        "model_date": "2026-07-15",
        "event": "https://frontierlog.ai/event/2026-07-15-inkling",
        "benchmark": "swe-bench-verified",
        "benchmark_name": "SWE-bench Verified",
        "setting": "default",
        "setting_name": "",
        "score": 77.6,
        "unit": "%",
        "printed": "77.6%",
        "reported_by": "thinking-machines",
        "run_by": null,
        "label": "Inkling effort=0.99",
        "source": "https://thinkingmachines.ai/news/introducing-inkling/",
        "source_title": "Inkling: Our Open-Weights Model",
        "source_date": "2026-07-15",
        "where": "section 'Benchmarking Inkling', main benchmark table, row 'SWEBench Verified*' (Agentic (coding)), column 'Inkling effort=0.99'",
        "own": true,
        "primary": true,
        "parallel": false,
        "notes": "bash-only harness; effort 0.99",
        "caveat": "",
        "human_verified": true,
        "human_verified_on": "2026-10-17",
        "check": "human",
        "corroborated": false,
        "corroborated_on": null,
        "corroborated_by": [],
        "source_capture": "https://frontierlog.ai/captures/aa57f93b8f807c32.png"
      },
      {
        "id": "inkling:swe-bench-pro:default:1",
        "model": "inkling",
        "model_name": "Inkling",
        "model_date": "2026-07-15",
        "event": "https://frontierlog.ai/event/2026-07-15-inkling",
        "benchmark": "swe-bench-pro",
        "benchmark_name": "SWE-bench Pro",
        "setting": "default",
        "setting_name": "",
        "score": 54.3,
        "unit": "%",
        "printed": "54.3%",
        "reported_by": "thinking-machines",
        "run_by": null,
        "label": "Inkling effort=0.99",
        "source": "https://thinkingmachines.ai/news/introducing-inkling/",
        "source_title": "Inkling: Our Open-Weights Model",
        "source_date": "2026-07-15",
        "where": "section 'Benchmarking Inkling', main benchmark table, row 'SWEBench Pro' with subtitle 'Public' (Agentic (coding)), column 'Inkling effort=0.99' (the Inkling vs Inkling-Small table later prints the same value)",
        "own": true,
        "primary": true,
        "parallel": false,
        "notes": "effort 0.99; 256K-token trajectory limit",
        "caveat": "",
        "human_verified": true,
        "human_verified_on": "2026-10-17",
        "check": "human",
        "corroborated": false,
        "corroborated_on": null,
        "corroborated_by": [],
        "source_capture": "https://frontierlog.ai/captures/aa57f93b8f807c32.png"
      },
      {
        "id": "inkling:hle:with-tools:1",
        "model": "inkling",
        "model_name": "Inkling",
        "model_date": "2026-07-15",
        "event": "https://frontierlog.ai/event/2026-07-15-inkling",
        "benchmark": "hle",
        "benchmark_name": "Humanity's Last Exam",
        "setting": "with-tools",
        "setting_name": "With tools",
        "score": 46.0,
        "unit": "%",
        "printed": "46.0%",
        "reported_by": "thinking-machines",
        "run_by": null,
        "label": "Inkling effort=0.99",
        "source": "https://thinkingmachines.ai/news/introducing-inkling/",
        "source_title": "Inkling: Our Open-Weights Model",
        "source_date": "2026-07-15",
        "where": "section 'Benchmarking Inkling', main benchmark table, row 'HLE' with subtitle 'with tools' (Reasoning), column 'Inkling effort=0.99'",
        "own": true,
        "primary": true,
        "parallel": false,
        "notes": "effort 0.99; tools not stated",
        "caveat": "",
        "human_verified": false,
        "human_verified_on": null,
        "check": "corroborated",
        "corroborated": true,
        "corroborated_on": "2026-10-19",
        "corroborated_by": [
          {
            "url": "https://thinkingmachines.ai/news/inkling-small/",
            "name": "Thinking Machines post",
            "title": "Introducing Inkling-Small",
            "lab": "thinking-machines",
            "date": "2026-07-30",
            "printed": "46.0%",
            "where": "Full eval suite table, row 'HLE† with tools', column 'Inkling'"
          },
          {
            "url": "https://huggingface.co/thinkingmachines/Inkling",
            "name": "Inkling card",
            "title": "thinkingmachines/Inkling model card",
            "lab": "thinking-machines",
            "date": "2026-07-15",
            "printed": "46.0%",
            "where": "Evaluations table (effort=0.99), row 'HLE (with tools)', column 'Inkling'"
          }
        ],
        "source_capture": "https://frontierlog.ai/captures/846bbe93fde53e98.png"
      },
      {
        "id": "inkling:browsecomp:default:1",
        "model": "inkling",
        "model_name": "Inkling",
        "model_date": "2026-07-15",
        "event": "https://frontierlog.ai/event/2026-07-15-inkling",
        "benchmark": "browsecomp",
        "benchmark_name": "BrowseComp",
        "setting": "default",
        "setting_name": "",
        "score": 77.1,
        "unit": "%",
        "printed": "77.1%",
        "reported_by": "thinking-machines",
        "run_by": null,
        "label": "Inkling effort=0.99",
        "source": "https://thinkingmachines.ai/news/introducing-inkling/",
        "source_title": "Inkling: Our Open-Weights Model",
        "source_date": "2026-07-15",
        "where": "section 'Benchmarking Inkling', main benchmark table, row 'BrowseComp' with subtitle 'w/ ctx management' (Agentic (general)), column 'Inkling effort=0.99'",
        "own": true,
        "primary": true,
        "parallel": false,
        "notes": "effort 0.99; context management",
        "caveat": "",
        "human_verified": false,
        "human_verified_on": null,
        "check": "corroborated",
        "corroborated": true,
        "corroborated_on": "2026-10-19",
        "corroborated_by": [
          {
            "url": "https://thinkingmachines.ai/news/inkling-small/",
            "name": "Thinking Machines post",
            "title": "Introducing Inkling-Small",
            "lab": "thinking-machines",
            "date": "2026-07-30",
            "printed": "77.1%",
            "where": "Full eval suite table, row 'BrowseComp with context management', column 'Inkling'"
          },
          {
            "url": "https://huggingface.co/thinkingmachines/Inkling",
            "name": "Inkling card",
            "title": "thinkingmachines/Inkling model card",
            "lab": "thinking-machines",
            "date": "2026-07-15",
            "printed": "77.1%",
            "where": "Evaluations table (effort=0.99), row 'BrowseComp (w/ Ctx)', column 'Inkling'"
          }
        ],
        "source_capture": "https://frontierlog.ai/captures/846bbe93fde53e98.png"
      }
    ]
  }
}