Finance & Accounting Index
Measures performance on capabilities that matter most for finance and accounting work, including business and finance knowledge, reasoning, agentic execution, long-context reading, non-hallucinated reporting, and instruction following. Weights are derived from the relative frequency of those capabilities across the top tasks performed by finance and accounting professionals.
See representative workflowsThe Artificial Analysis Finance & Accounting Index combines performance across Intelligence benchmarks sliced for finance and accounting tasks. Weights follow how often each capability appears in example tasks for the vertical, using occupational task groupings (O*NET-style).
This composite metric prevents narrow specialization and provides a single score for tracking model performance across finance and accounting tasks.
Each capability sub-score is normalised to a 0-100 scale, then combined using the weights below. All underlying benchmarks are run independently by Artificial Analysis. See our Intelligence Benchmarking Methodology for how evaluations are conducted.
| Category | Weight | Evaluations |
|---|---|---|
| Business & Finance Knowledge | 30% | AA-Omniscience Business Accuracy |
| Reasoning | 25% | HLE |
| Agentic | 20% | GDPval-AA v2 |
| Long-Context | 10% | LCR |
| Non-Hallucination | 10% | AA-Omniscience Non-Hallucination |
| Instruction Following | 5% | IFBench |
Score
Finance & Accounting Index
Finance & Accounting Index: Capability Breakdown
Capability Breakdown
Finance & Accounting Index: Business & Finance Knowledge
Representative Workflows
Real-world workflows that exercise the capabilities the Finance & Accounting Index weights most heavily.
Release Date
Finance & Accounting Index vs. Release Date
Speed
Finance & Accounting Index vs. Output Speed
Pricing
Pricing: Input and Output Prices
Finance & Accounting Index vs. Price
Token Usage
Finance & Accounting Index: Output Token Composition
Cost
Finance & Accounting Index: Cost Breakdown
Frequently Asked Questions
The Finance & Accounting Index is a composite benchmark from Artificial Analysis that measures performance on capabilities that matter most for finance and accounting work, including business and finance knowledge, reasoning, agentic execution, long-context reading, non-hallucinated reporting, and instruction following. Weights are derived from the relative frequency of those capabilities across the top tasks performed by finance and accounting professionals.
The Finance & Accounting Index is calculated as a weighted average of capability sub-scores, each normalised to a 0–100 scale. The sub-scores and their weights are: Business & Finance Knowledge (30%), Reasoning (25%), Agentic (20%), Long-Context (10%), Non-Hallucination (10%), and Instruction Following (5%).
The Finance & Accounting Index includes AA-Omniscience Business Accuracy, HLE, GDPval-AA v2, LCR, AA-Omniscience Non-Hallucination, and IFBench.
Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback) currently has the highest Finance & Accounting Index score, with a score of 60 among models with published results. View model
A higher Finance & Accounting Index score indicates stronger overall performance across the benchmarks that make up the index. For a specific use case, individual benchmark results may be more informative than the composite score.