DualEntry Accounting AI Benchmark: leaderboard
The DualEntry Accounting AI Benchmark (October 2026, version 1.0) tests whether a model can do routine bookkeeping inside an accounting system: 101 synthetic cases covering transaction classification, journal entries, payables, receivables, bank reconciliation, financial reporting, month-end close and accounting knowledge. Each model works in a freshly restored test company with the same instructions and accounting tools, saves its records as drafts, and runs the full set three times. Fixed rules check each answer against a reference written beforehand (field comparison, numeric tolerance, required classification, multiple choice), with no model acting as judge. Unlike FinanceBench, which asks questions about public company filings, it scores the records and figures a model produces through tools in the vendor's own ledger product; DualEntry, an accounting-software company, runs it. This board is the share of the 101 tasks a model passes in at least two of its three runs.
Metric: Tasks passed in at least two of three runs, 101 accounting tasks (%). Source: www.dualentry.com. Saturation forecast: Not forecast. 24 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Gemini 4 Argon | 91.1 | #11 |
| 2 | GLM-5.3 Flash | 88.1 | #119 |
| 3 | Grok 4.7 | 88.1 | #43 |
| 4 | Gemini 4 Carbon | 88.1 | #2 |
| 5 | Kimi K3.1 Pro | 86.1 | #28 |
| 6 | Claude Fable 5.1 | 85.1 | #14 |
| 7 | Kimi K3 | 84.2 | #53 |
| 8 | DeepSeek V4.1 Flash | 84.2 | #58 |
| 9 | Gemini 3.8 Flash | 83.2 | #36 |
| 10 | Grok 4.5 | 83.2 | #78 |
| 11 | Muse Wonder | 83.2 | #27 |
| 12 | Claude Opus 5.5 | 82.2 | #5 |
| 13 | GLM-5.3 | 82.2 | #62 |
| 14 | DeepSeek V4.1 Flash (1017) | 82.2 | #38 |
| 15 | GPT-6 Astra | 81.2 | #6 |
Interactive version: theaggregate.ai/benchmark?slug=dualentry-accounting-ai-benchmark · How It Works · Data refreshed daily, snapshot 2026-11-12.