GPT-5.4 nano (xhigh)
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
36
general
55
coding
82
reasoning
58
scienceest.
60
agents
85
multimodal
Science uses a reasoning proxy when dedicated science benchmarks are unavailable.
Rankings
| Domain | #Rank | Score | Source |
|---|---|---|---|
| Agentic Capability | 100 | 43.0 | LS |
| Code Ranking | 56 | 75.0 | AA |
| General Ranking | 60 | 73.0 | AA |
| Multimodal Ranking | 43 | 76.0 | LS |
| Reasoning | 63 | 62.0 | LS |
| Science | 45 | 71.0 | 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
Coding Index56.1
Intelligence Index38.2
Gpqa0.8
Tau20.8
Ifbench0.8
Lcr0.7
Terminalbench V2 10.6
Scicode0.5
Terminalbench Hard0.4
Hle0.3
Tau Banking0.2
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/sec168.4
Time to First Token3.14s
Time to Answer3.14s
Provider Price Ranking
Provider Price Ranking
10 providers
Cheapest: OpenAIMost Expensive: Databricks
ProviderInputOutput
1OpenAIPRIMARY
$0.2
$1.25
2302.AI
$0.2
$1.25
3Vivgrid
$0.2
$1.25
4GitHub Copilot
$0.2
$1.25
5OpenCode Zen
$0.2
$1.25
6Azure Cognitive Services
$0.2
$1.25
7DigitalOcean
$0.2
$1.25
8LLM Gateway
$0.2
$1.25
9Azure
$0.2
$1.25
10Databricks
$0.2
$1.25
Compare pricing across different API providers for this model.