ZMIME
OpenAI · Released Mar 5, 2026

GPT-5.4

Agent-ready GPT for coding and computer-use workflows at a lower cost.

  • Proprietary
  • Reasoning
  • Tool calling
  • Vision
Capability
156.9ECI · #16 of 148
Input
$2.50per 1M tokens
Output
$15.00per 1M tokens
Context
1.05M128K max output
Pricing

What it costs

Input
$2.50per million tokens
Output
$15.00per million tokens
Cached input
$0.25per million tokens
Over 272K tokens
$5.00 / $22.50input / output per million
Blended (3:1)
$5.63pricier than 90% of priced models

Typical monthly bills

Monthly usageEstimated cost
Side project2M input + 0.5M output tokens$12.50
Team assistant25M input + 5M output tokens$137.50
Production app250M input + 50M output tokens$1,375

Official OpenAI API price, as listed on models.dev.

Capability

Independent benchmarks

156.9Epoch Capabilities Index
#16 of 148 scored models
88Median 146167

The shaded band is Epoch AI’s confidence range (154.9–159.1); the tick marks the median scored model.

  • GPQA DiamondGraduate-level science questions · xhigh setting93.3%
  • FrontierMath Tiers 1–3Research-level mathematics · xhigh setting78.6%
  • OTIS Mock AIME 2024–2025Competition mathematics · high setting97.8%
  • SWE-bench VerifiedFixing real GitHub issues · high setting76.9%
  • SimpleQA VerifiedShort factual questions · xhigh setting45.1%

Scores from Epoch AI, run independently of OpenAI.

Specifications

The details

Lab
OpenAI
Released
Mar 5, 2026
Knowledge cutoff
Aug 31, 2025
Context window
1,050,000 tokens
Max output
128,000 tokens
Inputs
Text, Images, PDFs
Output
Text
Reasoning
Adjustable effort low · medium · high · xhigh
Tool calling
Yes
Structured output
Yes
Weights
Proprietary
API model ID
gpt-5.4on OpenAI
Availability
36 API providerslisted on models.dev

OpenAI model documentation

Lab-reported

What OpenAI claims

Published by the lab at launch. Settings vary, so compare these only with care.

BenchmarkScoreSettingSource
SWE-Bench Pro59.1 resolve rate—Source
SWE-Atlas Codebase QnA40.8—Source
SWE-Atlas Codebase QnA36.3—Source
SWE-Atlas Refactoring44.29—Source
SWE-Atlas Test Writing44.36—Source
SWE-Atlas Test Writing40—Source
Artificial Analysis Coding Agent Index53.6mediumSource
SWE-Atlas Codebase QnA72.4mediumSource
SWE-Bench Pro18.4mediumSource
Terminal-Bench v2.169.8mediumSource
Artificial Analysis Coding Agent Index52.2mediumSource
SWE-Atlas Codebase QnA72.9mediumSource
Same lab

More from OpenAI

Questions

About GPT-5.4

How much does GPT-5.4 cost?

GPT-5.4 costs $2.50 input / $15.00 output per million tokens (official OpenAI API price). Cached input is $0.25 per million tokens. Requests over 272K tokens are billed at $5.00 input / $22.50 output. At a 3:1 input-to-output mix that is $5.63 per million tokens, more expensive than 90% of the 360 priced models we track.

What is the context window of GPT-5.4?

GPT-5.4 accepts up to 1,050,000 tokens per request and can write up to 128,000 tokens in one response.

How good is GPT-5.4?

Epoch AI gives GPT-5.4 a Capabilities Index score of 156.9 (likely range 154.9–159.1), ranking it #16 of 148 models Epoch has scored. Epoch AI benchmark results: GPQA Diamond 93.3%, FrontierMath Tiers 1–3 78.6%, OTIS Mock AIME 2024–2025 97.8%, SWE-bench Verified 76.9%, SimpleQA Verified 45.1%.

Is GPT-5.4 open source?

No. GPT-5.4 is proprietary; you use it through OpenAI’s API or partner platforms.

What inputs does GPT-5.4 support?

GPT-5.4 accepts text, images and PDFs and replies in text. It is a reasoning model with low, medium, high and xhigh effort settings, supports tool calling and can return structured JSON output.

When was GPT-5.4 released?

OpenAI released GPT-5.4 on Mar 5, 2026. Its training data runs to Aug 31, 2025.

What are the best alternatives to GPT-5.4?

The closest current models from other labs on capability, price and release date are Kimi K3 (Moonshot AI, ECI 157.6, $3.00 / $15.00), Gemini 3.1 Pro Preview (Google, ECI 154.8, $2.00 / $12.00), Claude Opus 4.7 (Anthropic, ECI 156.4, $5.00 / $25.00) and Qwen3.8 Max (Alibaba (Qwen), ECI 156.6, $2.00 / $6.00).