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GPT-5.4 mini

Reasoning modelGPT MiniGPT-5.4

GPT-5.4 mini

Release date: 2026-03-17Updated: 2026-07-17 21:58:06.368Knowledge cutoff: 2025-08-311,490
Live demoGitHubHugging FaceCompare
Parameters
Not disclosed
Context length
400K
Chinese support
Supported
Reasoning ability

GPT-5.4 mini is a reasoning model from OpenAI, released on 2026-03-17. It accepts text and image input and returns text output. The recorded context window is 400K, and the recorded maximum output is 128K. Cataloged capabilities include Reasoning model and Multilingual. The model weights are proprietary and are not published for download. Use the linked references to confirm current access, licensing, and provider-specific limits.

Data sourced primarily from official releases (GitHub, Hugging Face, papers), then benchmark leaderboards, then third-party evaluators. Learn about our data methodology

GPT-5.4 mini

Model basics

Reasoning traces
Supported
Thinking modes
Thinking Level · High (Default)Thinking Level · LowThinking Level · MediumThinking Level · Extra-High
Context length
400K tokens
Max output length
128K tokens
Model type
Reasoning model
Modality (in / out)
Text, Image → Text
Release date
2026-03-17
Model file size
No data
MoE architecture
No
Total params / Active params
No data / N/A
Knowledge cutoff
2025-08-31
GPT-5.4 mini

Open source & experience

Code license
Proprietary
Weights license
Proprietary
GitHub repo
GitHub link unavailable
Hugging Face
Hugging Face link unavailable
GPT-5.4 mini

Official resources

Paper
DataLearnerAI blog
No blog post yet
GPT-5.4 mini

API details

API speed
4/5
💡Default unit: $/1M tokens. If vendors use other units, follow their published pricing.
Standard
TypeConditionInputOutput
Text-$0.750/ 1M$4.50/ 1M
Batch
TypeConditionInputOutput
Text-$0.375/ 1M$2.25/ 1M
TextCache = 5 min$0.038/ 1M$2.25/ 1M
Cache PricingPrompt Cache
TypeTTLWriteRead
Text5m$0.075/ 1M$4.50/ 1M
GPT-5.4 mini

Benchmark Results

GPT-5.4 mini currently shows benchmark results led by GPQA Diamond (35 / 188, score 88), HLE (57 / 173, score 41.50), Terminal Bench 2.0 (19 / 47, score 60). This page also consolidates core specs, context limits, and API pricing so you can evaluate the model from benchmark results and deployment constraints together.

Thinking
Tool usage

General Knowledge

8 evaluations
Benchmark / mode
Score
Rank/total
GPQA Diamond
Extra-High
88
35 / 188
LiveBench
Standard Mode
36.95
112 / 115
49.54
93 / 115
LiveBench
Medium
58.33
76 / 115
63.57
55 / 115
67.54
48 / 115
HLE
Extra-High
28.20
95 / 173
HLE
Extra-HighTools
41.50
57 / 173

Math and Reasoning

1 evaluations
Benchmark / mode
Score
Rank/total
2.10
56 / 80

Coding and Software Engineer

1 evaluations
Benchmark / mode
Score
Rank/total
SWE-Bench Pro - Public
Extra-HighTools
54.40
29 / 55

Agent Level Benchmark

1 evaluations
Benchmark / mode
Score
Rank/total
τ²-Bench - Telecom
Extra-HighTools
93.40
17 / 35

AI Agent - Tool Usage

4 evaluations
Benchmark / mode
Score
Rank/total
OSWorld-Verified
Extra-HighTools
72.10
17 / 25
Terminal Bench 2.0
Extra-HighTools
60
19 / 47
MCP-Atlas
Extra-HighTools
56.70
25 / 28
Tool Decathlon
Extra-HighTools
42.90
4 / 9

Claw-style Agent Evaluation

1 evaluations
Benchmark / mode
Score
Rank/total
Claw Bench
Thinking ModeTools
75.30
25 / 29

Compare with other models

GPT-5.4 mini

Publisher

GPT-5.4 mini

Model Overview

GPT-5.4 mini is a reasoning model from OpenAI, released on 2026-03-17.

It accepts text and image input and produces text output. Its cataloged capabilities include Reasoning model and Multilingual. The recorded context window is 400K, and the recorded maximum output is 128K.

The model weights are proprietary and are not published for download. The page records 8 API pricing rules from OpenAI; current provider pricing and conditions should be checked before deployment. The evaluation section contains 16 cataloged benchmark results with their recorded modes and scores. The page links 2 release, model-card, repository, or provider references for checking the underlying claims. Specifications, availability, and prices can change; undisclosed values are intentionally left unstated.

GPT-5.4 mini

FAQ

What is GPT-5.4 mini?

GPT-5.4 mini is a reasoning model from OpenAI, released on 2026-03-17. It accepts text and image input and returns text output. The recorded context window is 400K, and the recorded maximum output is 128K. Cataloged capabilities include Reasoning model and Multilingual. The model weights are proprietary and are not published for download. Use the linked references to confirm current access, licensing, and provider-specific limits.

What input and output modalities does GPT-5.4 mini support?

The current model record lists text and image as input and text as output.

What are the main recorded specifications for GPT-5.4 mini?

The recorded context window is 400K, and the recorded maximum output is 128K. Fields without a source-backed value remain undisclosed.

Does GPT-5.4 mini have API pricing?

The page records 8 API pricing rules from OpenAI; current provider pricing and conditions should be checked before deployment.

Are benchmark results available for GPT-5.4 mini?

The evaluation section contains 16 cataloged benchmark results with their recorded modes and scores. Compare only results that use the same benchmark version and evaluation mode.

Is GPT-5.4 mini open source?

The model weights are proprietary and are not published for download. Review the linked license text before commercial or derivative use.

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