Ant Group Launches Finova Benchmark for Financial AI
Ant Group Unveils Finova Benchmark and Agentar-Fin-R1 Model
July 28, 2025 — At the World Artificial Intelligence Conference, Ant Digital, the technology arm of Ant Group, officially launched the Finova Large Model Financial Application Evaluation Benchmark and its new Agentar-Fin-R1 financial reasoning model. Developed in partnership with China Industrial Bank, Ningbo Bank, and other institutions, Finova sets a new standard for evaluating AI in financial applications.
A Leap in Financial AI
The Agentar-Fin-R1 model, built on the Qwen3 framework, has demonstrated superior performance on authoritative benchmarks like FinEval1.0 and FinanceIQ, surpassing both general-purpose and specialized financial models. According to Ant Digital CEO Zhao Wenbiao, this advancement bridges the 'knowledge gap' between generic AI models and industry-specific needs.
Addressing Industry Challenges
With digital transformation accelerating in finance, AI models must handle complex reasoning, high-level financial knowledge, and strict compliance requirements. Existing models often fall short in real-world financial tasks. Agentar-Fin-R1 addresses these gaps through:
- A trillion-scale financial data corpus
- Expert-annotated long-term thinking chains (CoT)
- Innovative weighted training algorithms
Key Innovations
The model comes in multiple versions (8B to 72B parameters) to suit diverse deployment needs. A MOE architecture variant based on the Bai Ling model enhances inference speed. Notably, Agentar-Fin-R1 can continuously update with new financial policies and market data while reducing fine-tuning costs for enterprises.
The Finova Benchmark
The collaborative Finova benchmark evaluates three critical areas:
- Intelligent agent capabilities
- Complex reasoning performance
- Security compliance standards
Fully open-sourced, Finova aims to elevate industry-wide AI application standards. In initial tests, Agentar-Fin-R1 outperformed even larger general-purpose models.
Real-World Impact
Ant Digital has already deployed its technology across major Chinese banks:
- Serves 100% of state-owned banks
- Powers an AI mobile banking app that increased user activity by 25%
- Developed over 100 financial agent solutions
The company plans further expansion into新能源 (new energy) sectors while continuing to refine its financial AI offerings.
Key Points:
- Ant Digital launches Finova benchmark with leading financial institutions
- New Agentar-Fin-R1 model excels in financial reasoning tasks
- Solution reduces deployment costs through efficient training algorithms
- Open-source benchmark promotes industry-wide AI advancement
