Finance Benchmark

Hy-FinAgentBench (Internal)

Tencent internal (Hy team) financial-agent benchmark, reported in the Hy4 preview model card appendix.

Category

Finance

Score type

percent

Scale

100%

higher is better

Models tested

5

What is Hy-FinAgentBench (Internal)?

Hy-FinAgentBench (Internal) is a benchmark for professional finance and business tasks. The official description says: "Tencent internal (Hy team) financial-agent benchmark, reported in the Hy4 preview model card appendix". Below we describe in simple words what benchmarks of this type generally examine.

What does it test?

Hy-FinAgentBench (Internal) measures professional finance and business tasks. In detail, it checks:

  • domain-specific terminology, data and regulations
  • reasoning about financial documents, markets and products
  • real work-product quality rather than textbook recall
  • numeric correctness on financial computations

How to read the score

The score is accuracy: the percentage of tasks answered or solved correctly. 100% means every task was solved perfectly; higher is better.

Official methodology note: Tencent internal (Hy team) financial-agent benchmark, reported in the Hy4 preview model card appendix.

Frequently asked questions

What is the Hy-FinAgentBench (Internal) benchmark?

Hy-FinAgentBench (Internal) is a benchmark for professional finance and business tasks. The official description says: 'Tencent internal (Hy team) financial-agent benchmark, reported in the Hy4 preview model card appendix'. Below we describe in simple words what benchmarks of this type generally examine.

What does Hy-FinAgentBench (Internal) test?

Hy-FinAgentBench (Internal) mainly measures professional finance and business tasks. Concretely, it checks: domain-specific terminology, data and regulations; reasoning about financial documents, markets and products; real work-product quality rather than textbook recall.

How is the Hy-FinAgentBench (Internal) score calculated?

The score is accuracy: the percentage of tasks answered or solved correctly. 100% means every task was solved perfectly; higher is better. The declared maximum score of this benchmark is 100.0.

Where do I get Hy-FinAgentBench (Internal) data and scores?

The official benchmark page/reference is linked on this page. Every score on Open LLM Radar is also available as open data: download the scores JSON (http://open-llm-radar-api:8000/api/v1/benchmarks/hy-finagentbench-internal/scores) or pull it directly from the Open LLM Radar API with any HTTP client.

Model scores 5 models tested

Reset
# Model Score Date Source Verified
1 GLM-5.3
Zhipu AI
80.4%
28.08.2026 Tencent Hy4 preview model card benchmark appendix (https://huggingface.co/tencent/Hy4-preview#benchmark-appendix) (Tencent rerun) Verified
2 Hy4 preview
Tencent
79.7%
28.08.2026 Tencent Hy4 preview model card benchmark appendix (https://huggingface.co/tencent/Hy4-preview#benchmark-appendix) Verified
3 Kimi K3
Moonshot AI
78.5%
28.08.2026 Tencent Hy4 preview model card benchmark appendix (https://huggingface.co/tencent/Hy4-preview#benchmark-appendix) (Tencent rerun) Verified
4 Qwen3.8-2.4T-A95B
Qwen
77.2%
28.08.2026 Tencent Hy4 preview model card benchmark appendix (https://huggingface.co/tencent/Hy4-preview#benchmark-appendix) (Tencent rerun) Verified
5 Hy3
Tencent
69.5%
28.08.2026 Tencent Hy4 preview model card benchmark appendix (https://huggingface.co/tencent/Hy4-preview#benchmark-appendix) Verified

What now?

You've seen how models score on Hy-FinAgentBench (Internal) — here's what to do next.