FinGPT
Open-source financial large language models for advanced analytics and insights.
Pricing
Free tier
Flat rate
Adoption
→StableLicense
Open Source
Data freshness
Verified · Jul 5, 2026Overview
What is FinGPT?
FinGPT is an open-source project that provides trained financial large language models, enabling users to perform advanced analytics and generate insights in the finance domain. These models are released on HuggingFace, making them accessible for integration into various applications.
Key differentiator
“FinGPT stands out as an open-source, domain-specific language model for finance, offering tailored insights and analytics capabilities not found in general-purpose models.”
Capability profile
Capability Radar
Honest assessment
Strengths & Weaknesses
↑ Strengths
↓ Weaknesses
API requires Python-specific patterns, TypeScript SDK is community-maintained
v0.1 to v0.2 migration required rewriting chain definitions
Models are primarily trained on English financial data, lacking robust support for other languages
Processing time increases exponentially with larger input sizes, causing delays in analysis
Fit analysis
Who is it for?
✓ Best for
Teams working on financial applications who need domain-specific language models
Researchers looking to analyze large volumes of financial text data
Developers integrating advanced natural language processing into finance-related software
✕ Not a fit for
Projects requiring real-time financial analysis without the ability to self-host
Users needing a fully managed service with no setup or maintenance overhead
Cost structure
Pricing
Free Tier
Available
Open source — free to use
Starts at
$0
Model
Flat rate
Enterprise
None
Performance benchmarks
How Fast Is It?
Ecosystem
Relationships
Works well with
Integrations
Next step
Get Started with FinGPT
Step-by-step setup guide with code examples and common gotchas.