--- title: "FinGPT vs promptfoo" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/ai4finance-foundation-fingpt-vs-promptfoo-promptfoo" tools: ["ai4finance-foundation-fingpt", "promptfoo-promptfoo"] --- # FinGPT vs promptfoo *GraphCanon updated Aug 17, 2026* ## 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. [FinGPT](https://fingpt.io) reports 21k GitHub stars, 3.0k forks, and 87 open issues, last pushed Aug 2, 2026. [promptfoo](https://promptfoo.dev) has 24k stars, 2.1k forks, and 481 open issues, last pushed Aug 1, 2026. Figures are from public GitHub metadata via [FinGPT's repository](https://github.com/AI4Finance-Foundation/FinGPT) and [promptfoo's repository](https://github.com/promptfoo/promptfoo). | | [FinGPT](/tools/ai4finance-foundation-fingpt.md) | [promptfoo](/tools/promptfoo-promptfoo.md) | | --- | --- | --- | | Tagline | FinGPT: Open-Source Financial Large Language Models | Tool for evaluating prompts and AI agents by comparing performance across various models and red teaming. | | Stars | 21,100 | 23,838 | | Forks | 2,995 | 2,147 | | Open issues | 87 | 481 | | Language | Jupyter Notebook | TypeScript | | Adopt for | FinGPT is an open-source financial large language model designed specifically for the fintech sector, offering NLP capabilities via Jupyter Notebooks and PyTorch. | promptfoo aids in evaluating AI prompts, LLM agents, and RAG systems through declarative config testing with CI/CD support. | | Persona | - | - | | Runtime | - | - | | License | 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. | MIT | | Categories | Evaluation & Observability, LLM Frameworks | Evaluation & Observability, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [FinGPT](/tools/ai4finance-foundation-fingpt.md) | [promptfoo](/tools/promptfoo-promptfoo.md) | | --- | --- | --- | | Maintenance | Active (82%) | Very active (96%) | | Days since push | 14d | 0d | | Open issues (now) | 87 | 481 | | Stars delta | +205 (30d) | Unknown | | Open issues delta | -9 (30d) | Unknown | | Full report | [trust report](/tools/ai4finance-foundation-fingpt/trust.md) | [trust report](/tools/promptfoo-promptfoo/trust.md) | ## Shared compatibility - **Python**: [FinGPT](/tools/ai4finance-foundation-fingpt.md) - Python runtime; [promptfoo](/tools/promptfoo-promptfoo.md) - Python runtime ## Decision facts: FinGPT - **Requirements:** - Detailed setup instructions available in SETUP.md.; - Hardware requirements specified in the comprehensive guide. - **Adopt for:** FinGPT is an open-source financial large language model designed specifically for the fintech sector, offering NLP capabilities via Jupyter Notebooks and PyTorch. - **License detail:** 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. ## Decision facts: promptfoo - **Adopt for:** promptfoo aids in evaluating AI prompts, LLM agents, and RAG systems through declarative config testing with CI/CD support. ## Choose when ### 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. ### 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 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 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 ## 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](/tools/ai4finance-foundation-fingpt/alternatives) and [promptfoo alternatives](/tools/promptfoo-promptfoo/alternatives) ([FinGPT markdown twin](/tools/ai4finance-foundation-fingpt/alternatives.md), [promptfoo markdown twin](/tools/promptfoo-promptfoo/alternatives.md)), 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](/compare/ai4finance-foundation-fingpt-vs-promptfoo-promptfoo.md) 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](/tools/ai4finance-foundation-fingpt/trust); [promptfoo trust report](/tools/promptfoo-promptfoo/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=ai4finance-foundation-fingpt`](/api/graphcanon/graph?tool=ai4finance-foundation-fingpt) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_