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GPT54NOpenAI · GPT-5

GPT-5.4-Nano

OpenAI's fastest, cheapest GPT-5.4 variant — 75.2% on DualEntry, best speed-per-dollar.

Accounting overall

75.2%

Input / Output

$0.10 / $0.40 per MTok

Context

1M

Speed

~250 tok/s

Released

2026-03

Cutoff

2025-12

01Accounting Task Breakdown

Eight accounting-task categories borrowed from DualEntry's 101-task benchmark. Measured where published, synthesized from adjacent benchmarks otherwise.

Transaction Class.
87.0
Journal Entry
86.0
Accounts Payable
80.0
Accounts Receivable
79.0
Bank Reconciliation
74.0
Financial Reporting
58.0
Month-End Close
46.0
Accounting Knowledge
83.0
02Research

GPT-5.4-Nano is the surprising entry on the DualEntry leaderboard — at 75.2% it beats Mini despite being smaller and cheaper. For extremely high-volume real-time workloads (hundreds of transactions per second in an AP pipeline, for instance) where latency and cost dominate capability, Nano is the correct choice.

The Nano trade-off is consistency: while its DualEntry overall is strong, per-category variance tends to be higher than flagship models, meaning individual edge cases fail more often even if the aggregate number looks competitive. For workflows with a human reviewer on output, that's fine. For unattended agentic close, it isn't.

Citations