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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#RankScoreSource
Agentic Capability100
43.0
LS
Code Ranking56
75.0
AA
General Ranking60
73.0
AA
Multimodal Ranking43
76.0
LS
Reasoning63
62.0
LS
Science45
71.0
AA

Benchmark Scores (LLM Stats)

Agents

GDPval-AA1115.00 / 3000SR
MCP Atlas56.1%SR
SWE-Bench Pro52.4%SR
Terminal-Bench 2.046.3%SR
OSWorld-Verified39.0%SR
Finance Agent v238.2%SR
Toolathlon35.5%SR

Biology

GPQA82.8%SR

Communication

Tau2 Telecom92.5%SR

General

LiveBench70.1%SR
MMMU-Pro66.1%SR
MRCR v2 (8-needle)33.1%SR

Math

Humanity's Last Exam24.3%SR

Multimodal

OmniDocBench 1.575.8%SR

Reasoning

Graphwalks BFS <128k73.4%SR
Graphwalks parents <128k50.8%SR

AA Evaluation Indices

Coding Index
56.1
Intelligence Index
38.2
Gpqa
0.8
Tau2
0.8
Ifbench
0.8
Lcr
0.7
Terminalbench V2 1
0.6
Scicode
0.5
Terminalbench Hard
0.4
Hle
0.3
Tau Banking
0.2

LLM Stats Category Scores

Legal
100
Finance
100
General
100
Agents
100
Reasoning
63
Communication
90
Physics
80
Structured Output
80
Biology
80
Chemistry
80
Tool Calling
60
Long Context
50
Math
50
Code
50
Multimodal
40
Spatial Reasoning
40
Vision
40
Robotics
30
Healthcare
30

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.

External Sources