{
  "api_version": "1",
  "updated": "2026-11-10",
  "latest_event": "2026-11-09",
  "rights": "© Frontier Log, all rights reserved.",
  "event": {
    "slug": "2026-11-04-swe-2-flash",
    "date": "2026-11-04",
    "provider": "cognition",
    "importance": "minor",
    "title": "SWE-2 Flash",
    "headline": "Cognition launches SWE-2 Flash",
    "detail": "A smaller coding model built on Inkling-Small, at one-fifth SWE-2's price and three times its speed.",
    "tags": [
      "model-releases",
      "coding",
      "small-models"
    ],
    "related": [
      {
        "slug": "2026-09-10-swe-2",
        "date": "2026-09-10",
        "provider": "cognition",
        "title": "SWE-2",
        "headline": "Cognition launches SWE-2",
        "url": "https://frontierlog.ai/event/2026-09-10-swe-2"
      }
    ],
    "source": "https://cognition.com/blog/swe-2-flash",
    "models": [
      {
        "slug": "swe-2-flash",
        "name": "SWE-2 Flash",
        "lab": "cognition",
        "date": "2026-11-04",
        "source": "https://cognition.com/blog/swe-2-flash",
        "source_title": "Introducing SWE-2 Flash",
        "flagship": false,
        "event": "https://frontierlog.ai/event/2026-11-04-swe-2-flash",
        "releases": [],
        "variant_of": null,
        "made_by": "Cognition",
        "url": "https://frontierlog.ai/model/swe-2-flash",
        "results": [
          {
            "id": "swe-2-flash:frontiercode-1-1:main:1",
            "model": "swe-2-flash",
            "model_name": "SWE-2 Flash",
            "model_date": "2026-11-04",
            "event": "https://frontierlog.ai/event/2026-11-04-swe-2-flash",
            "benchmark": "frontiercode-1-1",
            "benchmark_name": "FrontierCode 1.1",
            "setting": "main",
            "setting_name": "Main set",
            "score": 45.5,
            "unit": "%",
            "printed": "45.5",
            "reported_by": "cognition",
            "run_by": null,
            "label": "SWE-2 Flash",
            "source": "https://cognition.com/blog/swe-2-flash",
            "source_title": "Introducing SWE-2 Flash",
            "source_date": "2026-11-04",
            "where": "eval table under the opening charts (HTML; columns SWE-2 Flash, Inkling-Small, Beam 1.0, Muse Spark Open, GLM 5.3 Flash, DeepSeek V4.1 Flash 1017, GPT-6 Luna, Claude Haiku 5.5, SWE-2), row 'FrontierCode 1.1 Main', column 'SWE-2 Flash'",
            "own": true,
            "primary": true,
            "parallel": false,
            "notes": "harness not stated",
            "caveat": "",
            "human_verified": true,
            "human_verified_on": "2026-11-07",
            "check": "human",
            "corroborated": false,
            "corroborated_on": null,
            "corroborated_by": [],
            "source_capture": "https://frontierlog.ai/captures/6fe32fadacb069b3.png"
          },
          {
            "id": "swe-2-flash:deepswe-1-1:default:1",
            "model": "swe-2-flash",
            "model_name": "SWE-2 Flash",
            "model_date": "2026-11-04",
            "event": "https://frontierlog.ai/event/2026-11-04-swe-2-flash",
            "benchmark": "deepswe-1-1",
            "benchmark_name": "DeepSWE v1.1",
            "setting": "default",
            "setting_name": "",
            "score": 60.1,
            "unit": "%",
            "printed": "60.1",
            "reported_by": "cognition",
            "run_by": null,
            "label": "SWE-2 Flash",
            "source": "https://cognition.com/blog/swe-2-flash",
            "source_title": "Introducing SWE-2 Flash",
            "source_date": "2026-11-04",
            "where": "eval table under the opening charts (HTML; columns SWE-2 Flash, Inkling-Small, Beam 1.0, Muse Spark Open, GLM 5.3 Flash, DeepSeek V4.1 Flash 1017, GPT-6 Luna, Claude Haiku 5.5, SWE-2), row 'DeepSWE 1.1', column 'SWE-2 Flash'",
            "own": true,
            "primary": true,
            "parallel": false,
            "notes": "harness not stated",
            "caveat": "",
            "human_verified": true,
            "human_verified_on": "2026-11-07",
            "check": "human",
            "corroborated": false,
            "corroborated_on": null,
            "corroborated_by": [],
            "source_capture": "https://frontierlog.ai/captures/6fe32fadacb069b3.png"
          },
          {
            "id": "swe-2-flash:terminal-bench-4-0:default:1",
            "model": "swe-2-flash",
            "model_name": "SWE-2 Flash",
            "model_date": "2026-11-04",
            "event": "https://frontierlog.ai/event/2026-11-04-swe-2-flash",
            "benchmark": "terminal-bench-4-0",
            "benchmark_name": "Terminal-Bench 4.0",
            "setting": "default",
            "setting_name": "",
            "score": 20.0,
            "unit": "%",
            "printed": "20.0",
            "reported_by": "cognition",
            "run_by": null,
            "label": "SWE-2 Flash",
            "source": "https://cognition.com/blog/swe-2-flash",
            "source_title": "Introducing SWE-2 Flash",
            "source_date": "2026-11-04",
            "where": "eval table under the opening charts (HTML; columns SWE-2 Flash, Inkling-Small, Beam 1.0, Muse Spark Open, GLM 5.3 Flash, DeepSeek V4.1 Flash 1017, GPT-6 Luna, Claude Haiku 5.5, SWE-2), row 'Terminal-Bench 4.0', column 'SWE-2 Flash'",
            "own": true,
            "primary": true,
            "parallel": false,
            "notes": "harness not stated",
            "caveat": "",
            "human_verified": true,
            "human_verified_on": "2026-11-07",
            "check": "human",
            "corroborated": false,
            "corroborated_on": null,
            "corroborated_by": [],
            "source_capture": "https://frontierlog.ai/captures/6fe32fadacb069b3.png"
          },
          {
            "id": "swe-2-flash:terminal-bench-2-1:default:1",
            "model": "swe-2-flash",
            "model_name": "SWE-2 Flash",
            "model_date": "2026-11-04",
            "event": "https://frontierlog.ai/event/2026-11-04-swe-2-flash",
            "benchmark": "terminal-bench-2-1",
            "benchmark_name": "Terminal-Bench 2.1",
            "setting": "default",
            "setting_name": "",
            "score": 89.2,
            "unit": "%",
            "printed": "89.2",
            "reported_by": "cognition",
            "run_by": null,
            "label": "SWE-2 Flash",
            "source": "https://cognition.com/blog/swe-2-flash",
            "source_title": "Introducing SWE-2 Flash",
            "source_date": "2026-11-04",
            "where": "eval table under the opening charts (HTML; columns SWE-2 Flash, Inkling-Small, Beam 1.0, Muse Spark Open, GLM 5.3 Flash, DeepSeek V4.1 Flash 1017, GPT-6 Luna, Claude Haiku 5.5, SWE-2), row 'Terminal-Bench 2.1', column 'SWE-2 Flash'",
            "own": true,
            "primary": true,
            "parallel": false,
            "notes": "harness not stated",
            "caveat": "",
            "human_verified": true,
            "human_verified_on": "2026-11-07",
            "check": "human",
            "corroborated": false,
            "corroborated_on": null,
            "corroborated_by": [],
            "source_capture": "https://frontierlog.ai/captures/6fe32fadacb069b3.png"
          }
        ],
        "price": [
          {
            "from": "2026-11-07",
            "listed": true,
            "currency": "USD",
            "input_per_1m": 0.1,
            "cached_input_per_1m": 0.01,
            "cached_input_derived": false,
            "output_per_1m": 0.5,
            "cache": {
              "kind": "price"
            },
            "tiers": [],
            "printed": {
              "input": "$0.10",
              "cached_input": "$0.01",
              "output": "$0.50"
            },
            "printed_unit": "1M tokens",
            "notes": "rate for all three effort variants in Devin Desktop and CLI; free on self-serve plans until 2026-12-04 18:00 UTC; cache writes $0.125",
            "sources": [
              "https://docs.devin.ai/desktop/chat/models"
            ],
            "check": "human"
          }
        ],
        "context": null,
        "prices": [
          {
            "from": "2026-11-07",
            "listed": true,
            "currency": "USD",
            "input_per_1m": 0.1,
            "cached_input_per_1m": 0.01,
            "cached_input_derived": false,
            "output_per_1m": 0.5,
            "cache": {
              "kind": "price"
            },
            "tiers": [],
            "printed": {
              "input": "$0.10",
              "cached_input": "$0.01",
              "output": "$0.50"
            },
            "printed_unit": "1M tokens",
            "notes": "rate for all three effort variants in Devin Desktop and CLI; free on self-serve plans until 2026-12-04 18:00 UTC; cache writes $0.125",
            "sources": [
              "https://docs.devin.ai/desktop/chat/models"
            ],
            "check": "human"
          }
        ],
        "context_history": [],
        "stories": [
          {
            "slug": "this-week-in-ai-2026-11-02",
            "title": "This Week in AI, Nov 2–8, 2026",
            "date": "2026-11-09",
            "url": "https://frontierlog.ai/stories/this-week-in-ai-2026-11-02"
          },
          {
            "slug": "openai-linux-kernel-exploits",
            "title": "OpenAI's Models Find More Linux Exploits for Less",
            "date": "2026-11-07",
            "url": "https://frontierlog.ai/stories/openai-linux-kernel-exploits"
          }
        ],
        "compare": []
      }
    ],
    "source_title": "Introducing SWE-2 Flash",
    "source_archived": null,
    "source_http_status": null,
    "source_quote": "It is available today in Devin Desktop and CLI, at one-fifth the price and 3x the speed of its much larger sibling, SWE-2.",
    "followups": [],
    "successor": null,
    "predecessors": [],
    "revealed_as": null,
    "stealth_previews": [],
    "reveal_source": null,
    "url": "https://frontierlog.ai/event/2026-11-04-swe-2-flash",
    "image": "https://frontierlog.ai/og/2026-11-04-swe-2-flash.png",
    "stories": [
      {
        "slug": "this-week-in-ai-2026-11-02",
        "title": "This Week in AI, Nov 2–8, 2026",
        "date": "2026-11-09",
        "url": "https://frontierlog.ai/stories/this-week-in-ai-2026-11-02"
      },
      {
        "slug": "openai-linux-kernel-exploits",
        "title": "OpenAI's Models Find More Linux Exploits for Less",
        "date": "2026-11-07",
        "url": "https://frontierlog.ai/stories/openai-linux-kernel-exploits"
      }
    ]
  }
}