RankingWebArena Verified · source release snapshot; version not specified
WebArena Verified · source release snapshot; version not specified
- Bucket
- Agentic
- Unit
- percent
- Direction
- Higher is better
- Version
- source release snapshot; version not specified
- Display harness
- Muse Spark 1.1 evaluation report Figure44
- Board
- https://research.meta.ai/static/muse-spark-1-1-evaluation-report
Compare published benchmark results with category weights →
Models
| Model | Score | Harness | Evidence | Source-recorded date |
|---|---|---|---|---|
| Claude Opus 4.8Anthropic | 71.2%Reported settings & sourceMeta Model API xhigh; Gemini high; Opus max; GPT xhigh. Best of self-reported or Meta reproduction unless specified. OSWorld GUI only; Terminal bash only5attempts89tasks6CPU8GB; DeepSWE no internet5attempts. First-party reported result; comparator results retain the source evaluation setup. Muse Spark 1.1 evaluation report Figure44 · Figure44 physical page101; methodology pages101–105 · reviewed 2026-09-06 | Muse Spark 1.1 evaluation report Figure44 | lab self-report | 2026-09-06 |
| Gemini 3.1 ProGoogle | 69%Reported settings & sourceMeta Model API xhigh; Gemini high; Opus max; GPT xhigh. Best of self-reported or Meta reproduction unless specified. OSWorld GUI only; Terminal bash only5attempts89tasks6CPU8GB; DeepSWE no internet5attempts. First-party reported result; comparator results retain the source evaluation setup. Muse Spark 1.1 evaluation report Figure44 · Figure44 physical page101; methodology pages101–105 · reviewed 2026-09-06 | Muse Spark 1.1 evaluation report Figure44 | lab self-report | 2026-09-06 |
| Muse Spark 1.1Meta | 69%Reported settings & sourceMeta Model API xhigh; Gemini high; Opus max; GPT xhigh. Best of self-reported or Meta reproduction unless specified. OSWorld GUI only; Terminal bash only5attempts89tasks6CPU8GB; DeepSWE no internet5attempts. First-party reported result; comparator results retain the source evaluation setup. Muse Spark 1.1 evaluation report Figure44 · Figure44 physical page101; methodology pages101–105 · reviewed 2026-09-06 | Muse Spark 1.1 evaluation report Figure44 | lab self-report | 2026-09-06 |
| GPT-5.5OpenAI | 67%Reported settings & sourceMeta Model API xhigh; Gemini high; Opus max; GPT xhigh. Best of self-reported or Meta reproduction unless specified. OSWorld GUI only; Terminal bash only5attempts89tasks6CPU8GB; DeepSWE no internet5attempts. First-party reported result; comparator results retain the source evaluation setup. Muse Spark 1.1 evaluation report Figure44 · Figure44 physical page101; methodology pages101–105 · reviewed 2026-09-06 | Muse Spark 1.1 evaluation report Figure44 | lab self-report | 2026-09-06 |