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.
Benchmark data & downloads
Where to get, inspect and reuse the data behind this benchmark.
Model scores 5 models tested
| # | 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 |