GPT-5.4 nano (Non-Reasoning)
OpenAIGPT
Description
GPT-5.4 nano is OpenAI's cheapest GPT-5.4-class model for simple high-volume tasks. It is optimized for classification, data extraction, ranking, and lightweight coding subagents, while preserving strong reasoning, multimodal understanding, and tool use for latency-sensitive workloads.
Release Date
2026-03-17
Parameters
—
Context Length
400K
Modalities
image, text
Capability Radar
15
general
35
coding
56
reasoning
38
scienceest.
60
agents
85
multimodal
Science uses a reasoning proxy when dedicated science benchmarks are unavailable.
Rankings
| Domain | #Rank | Score | Source |
|---|---|---|---|
| Code Ranking | 261 | 36.0 | AA |
| General Ranking | 359 | 30.0 | AA |
| Science | 281 | 40.0 | AA |
Benchmark Scores (LLM Stats)
Agents
GDPval-AA
1115.00 / 3000SR
MCP Atlas
56.1%SR
SWE-Bench Pro
52.4%SR
Terminal-Bench 2.0
46.3%SR
OSWorld-Verified
39.0%SR
Finance Agent v2
38.2%SR
Toolathlon
35.5%SR
Biology
GPQA
82.8%SR
Communication
Tau2 Telecom
92.5%SR
General
LiveBench
70.1%SR
MMMU-Pro
66.1%SR
MRCR v2 (8-needle)
33.1%SR
Math
Humanity's Last Exam
24.3%SR
Multimodal
OmniDocBench 1.5
75.8%SR
Reasoning
Graphwalks BFS <128k
73.4%SR
Graphwalks parents <128k
50.8%SR
AA Evaluation Indices
Intelligence Index17.6
Gpqa0.6
Scicode0.4
Tau20.3
Ifbench0.3
Lcr0.2
Terminalbench Hard0.2
Hle0.0
LLM Stats Category Scores
Legal100
Finance100
General100
Agents100
Reasoning63
Communication90
Physics80
Structured Output80
Biology80
Chemistry80
Tool Calling60
Long Context50
Math50
Code50
Multimodal40
Spatial Reasoning40
Vision40
Robotics30
Healthcare30
Pricing
Input Price$0.2 / 1M tokens
Output Price$1.25 / 1M tokens
Blended Price (3:1)$0.463 / 1M tokens
Cache Read Price$0.02 / 1M tokens
Speed
Tokens/sec161.4
Time to First Token0.44s
Time to Answer0.44s
Provider Price Ranking
Provider Price Ranking
1 providers
ProviderInputOutput
1OpenAIPRIMARY
$0.2
$1.25
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