Leaderboard

BlueFin

LLM agents on professional-finance spreadsheet work: building new workbooks (synthesis), editing existing ones (manipulation), and answering questions about them (interrogation/comprehension). It puts particular weight on 'dynamic correctness', meaning formulas that still work when inputs change.

Best reported

49.6

GPT 5.5OpenAI

criteria-weighted score % (overall)

May 2026

BlueFin arXiv v1 (2026-05-29)

criteria-weighted score % (overall), higher is better. 5 models.

Updated May 2026

  1. GPT 5.549.6
  2. Opus 4.749.2
  3. gemini-3.1-pro45.9
  4. Sonnet 4.642.9
  5. Grok 4.2031.3

BlueFin arXiv v1 (2026-05-29)

criteria-weighted score % (overall), higher is better. 5 models.

Updated May 2026

  1. 1GPT 5.549.6
  2. 2Opus 4.749.2
  3. 3gemini-3.1-pro45.9
  4. 4Sonnet 4.642.9
  5. 5Grok 4.2031.3
BlueFin leaderboard (criteria-weighted score % (overall), higher is better)
1GPT 5.5OpenAI49.6held-out set, 120 tasksPaper Table 2
Reported by the authors, May 2026
2Opus 4.7Anthropic49.2held-out set, 120 tasksPaper Table 2
Reported by the authors, May 2026
3gemini-3.1-proGoogle45.9held-out set, 120 tasksPaper Table 2
Reported by the authors, May 2026
4Sonnet 4.6Anthropic42.9held-out set, 120 tasksPaper Table 2
Reported by the authors, May 2026
5Grok 4.20xAI31.3held-out set, 120 tasksPaper Table 2
Reported by the authors, May 2026

Full details for BlueFin