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GPT-5.4 nano (medium)

OpenAIGPTProprietary

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

27
general
38
coding
76
reasoning
51
scienceest.
60
agents
85
multimodal

Science uses a reasoning proxy when dedicated science benchmarks are unavailable.

Rankings

Domain#RankScoreSource
Code Ranking104
65.0
AA
General Ranking146
57.0
AA
Science130
56.0
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

Intelligence Index
30.2
Gpqa
0.8
Ifbench
0.6
Lcr
0.6
Tau2
0.5
Scicode
0.4
Terminalbench Hard
0.3
Hle
0.1

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/sec171.8
Time to First Token2.98s
Time to Answer2.98s

Provider Price Ranking

Provider Price Ranking

14 providers

Cheapest: OpenAIMost Expensive: Neon
ProviderInputOutput
1OpenAICheapest
$0
$0
2Poe
$0.18
$1.1
3302.AI
$0.2
$1.25
4NanoGPT
$0.2
$1.25
5OpenRouter
$0.2
$1.25
6ZenMux
$0.2
$1.25
7Kilo Gateway
$0.2
$1.25
8FrogBot
$0.2
$1.25
9Vercel AI Gateway
$0.2
$1.25
10FastRouter
$0.2
$1.25
11NEAR AI Cloud
$0.2
$1.25
12OrcaRouter
$0.2
$1.25
13Merge Gateway
$0.2
$1.25
14Neon
$0.2
$1.25

Compare pricing across different API providers for this model.

External Sources