Comparison
FinGPT vs promptfoo
Verdict
Pick FinGPT if finGPT is an open-source financial large language model designed specifically for the fintech sector, offering NLP capabilities via Jupyter Notebooks and PyTorch; pick promptfoo if promptfoo aids in evaluating AI prompts, LLM agents, and RAG systems through declarative config testing with CI/CD support.
Markdown twin · FinGPT alternatives · promptfoo alternatives
GraphCanon updated 4d
vs
Trust & integrity
| Signal | FinGPT | promptfoo |
|---|---|---|
| Maintenance | Active (14d since push) As of 4d · github_public_v1 | Very active (0d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4d · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | Published findings As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- FinGPT
- FinGPT: Open-Source Financial Large Language Models
- promptfoo
- Tool for evaluating prompts and AI agents by comparing performance across various models and red teaming.
Stars
- FinGPT
- 21k
- promptfoo
- 24k
Forks
- FinGPT
- 3.0k
- promptfoo
- 2.1k
Open issues
- FinGPT
- 87
- promptfoo
- 481
Language
- FinGPT
- Jupyter Notebook
- promptfoo
- TypeScript
Adopt for
- FinGPT
- FinGPT is an open-source financial large language model designed specifically for the fintech sector, offering NLP capabilities via Jupyter Notebooks and PyTorch.
- promptfoo
- promptfoo aids in evaluating AI prompts, LLM agents, and RAG systems through declarative config testing with CI/CD support.
Persona
- FinGPT
- -
- promptfoo
- -
Runtime
- FinGPT
- -
- promptfoo
- -
License
- FinGPT
- MIT License: Permission is granted free of charge for use, modification, and distribution under the terms that all copyright notices and permission notices are included.
- promptfoo
- MIT
Last pushed
- FinGPT
- Aug 2, 2026
- promptfoo
- Aug 1, 2026
Categories
- FinGPT
- Evaluation & Observability, LLM Frameworks
- promptfoo
- Evaluation & Observability, LLM Frameworks
Trust and health
Maintenance
- FinGPT
- Active (82%)
- promptfoo
- Very active (96%)
Days since push
- FinGPT
- 14d
- promptfoo
- 0d
Open issues (now)
- FinGPT
- 87
- promptfoo
- 481
Stars delta
- FinGPT
- +205 (30d)
- promptfoo
- Unknown
Open issues delta
- FinGPT
- -9 (30d)
- promptfoo
- Unknown
OSV dependency advisories
- FinGPT
- Published findings
- promptfoo
- No lockfile (source not queried)
Full report
- FinGPT
- Trust report
- promptfoo
- Trust report
Shared compatibility
- Python · FinGPT: Python runtime · promptfoo: Python runtime
Choose FinGPT if…
- FinGPT is primarily Jupyter Notebook; promptfoo is TypeScript.
- Requirements: - Detailed setup instructions available in SETUP.md.; - Hardware requirements specified in the comprehensive guide..
- Tags unique to FinGPT: chatgpt, finance, fintech, large language models.
- - You're working on a project that requires specific financial sentiment analysis or technical analysis.
When NOT to use FinGPT
- - If your project does not require advanced financial-specific NLP capabilities and can suffice with generalized models like those provided in other frameworks.
- - When the necessity of integrating sentiment analysis or technical analysis is low relative to more general language tasks.
Choose promptfoo if…
- promptfoo is primarily TypeScript; FinGPT is Jupyter Notebook.
- Tags unique to promptfoo: ci-cd, evaluation-framework, llm-evaluation, pentesting.
- promptfoo ships Docker support for self-hosted deployment.
- For comparing performance across GPT, Claude, Gemini, DeepSeek
When NOT to use promptfoo
- If you do not require comparative analysis among multiple LLM models
- If your project does not benefit from the specific red teaming capabilities offered by promptfoo
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (AI4Finance-Foundation/FinGPT) · observed Aug 17, 2026
- GitHub forks (AI4Finance-Foundation/FinGPT) · observed Aug 17, 2026
- Last push (AI4Finance-Foundation/FinGPT) · observed Aug 2, 2026
- License file (MIT) · observed Aug 17, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (promptfoo/promptfoo) · observed Aug 2, 2026
- GitHub forks (promptfoo/promptfoo) · observed Aug 2, 2026
- Last push (promptfoo/promptfoo) · observed Aug 1, 2026
- License file (MIT) · observed Aug 2, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: FinGPT 21k · promptfoo 24k (synced Aug 17, 2026).
Common questions
- What is the difference between FinGPT and promptfoo?
- FinGPT: FinGPT: Open-Source Financial Large Language Models. promptfoo: Tool for evaluating prompts and AI agents by comparing performance across various models and red teaming.. See the comparison table for live GitHub stats and shared categories.
- When should I choose FinGPT over promptfoo?
- Choose FinGPT over promptfoo when FinGPT is primarily Jupyter Notebook; promptfoo is TypeScript; Requirements: - Detailed setup instructions available in SETUP.md.; - Hardware requirements specified in the comprehensive guide.; Tags unique to FinGPT: chatgpt, finance, fintech, large language models; - You're working on a project that requires specific financial sentiment analysis or technical analysis.
- When should I choose promptfoo over FinGPT?
- Choose promptfoo over FinGPT when promptfoo is primarily TypeScript; FinGPT is Jupyter Notebook; Tags unique to promptfoo: ci-cd, evaluation-framework, llm-evaluation, pentesting; promptfoo ships Docker support for self-hosted deployment; For comparing performance across GPT, Claude, Gemini, DeepSeek.
- When should I avoid FinGPT?
- - If your project does not require advanced financial-specific NLP capabilities and can suffice with generalized models like those provided in other frameworks. - When the necessity of integrating sentiment analysis or technical analysis is low relative to more general language tasks.
- When should I avoid promptfoo?
- If you do not require comparative analysis among multiple LLM models If your project does not benefit from the specific red teaming capabilities offered by promptfoo
- Is FinGPT or promptfoo more popular on GitHub?
- promptfoo has more GitHub stars (23,838 vs 21,100). Stars measure visibility, not whether either tool fits your constraints.
- Are FinGPT and promptfoo open source?
- Yes - both are open-source projects on GitHub (FinGPT: MIT, promptfoo: MIT).
- Where can I find alternatives to FinGPT or promptfoo?
- GraphCanon lists graph-backed alternatives at FinGPT alternatives and promptfoo alternatives (FinGPT markdown twin, promptfoo markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, FinGPT or promptfoo?
- FinGPT: Active. promptfoo: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for FinGPT and promptfoo?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: FinGPT trust report; promptfoo trust report.