Model Hubs & Serving

FinGPT

Open-source financial large language models for advanced analytics and insights.

Status
Generally available
Last checked
Checked · Oct 15, 2026
License
Open source
Pricing
Free tier · from $0
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What it is

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.

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.

When it fits — and when it doesn’t

A good fit 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

Look elsewhere if

  • Projects requiring real-time financial analysis without the ability to self-host

  • Users needing a fully managed service with no setup or maintenance overhead

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

  1. 01

    Limited language support beyond English

    Models are primarily trained on English financial data, lacking robust support for other languages

  2. 02

    Performance issues with large datasets

    Processing time increases exponentially with larger input sizes, causing delays in analysis

What it does well

  • Trained on financial data for domain-specific insights

  • Accessible via HuggingFace platform

  • Open-source codebase for customization and extension

Pricing

Free tier
YesOpen source — free to use
Paid from
$0
Model
Flat rate
Enterprise plan
No

Pricing not independently confirmed — check the vendor’s page.

Performance benchmarks

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Set up FinGPT

Setup steps, common gotchas and what to check after 30 days.

Open the setup guide →
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FinGPT — tracked on AI Navigator

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