GPT-5.4 mini

OpenAIMCP Tool CallReasoning
openai/gpt-5.4-miniClosed API

Strong small GPT for coding subagents, quick tool use, and high-volume work

Benchmark Pricing$0.75 / 1M in$4.50 / 1M out$0.07 cache read
Context: 400,000 tokens•Max Output: 128,000 tokens•Knowledge: 2025-08-31•Released: 2026-03-17

TECHNICAL SPECIFICATIONS

Context Window400,000400K tokens
Max Output128,000128K tokens
LicenseProprietaryCloud API only
Input Modalities
TextVision
Function / Tool CallingSupported (MCP Ready)
Structured OutputsGuaranteed Schema

MODEL CONTEXT PROTOCOL (MCP) READINESS

✓ GPT-5.4 mini natively supports OpenAI / Anthropic format tool calling and is fully compatible with MCP servers and agent loops.

MCP Context Window Recommendations

With a context capacity of 400,000 tokens, this model can handle moderately large MCP tool definitions and multi-turn conversation logs comfortably.

STANDARDIZED BENCHMARKS & EVALS

SWE-Bench Proresolve rate
54.4
Terminal-Benchaccuracy
60
MCP Atlasscore
57.7
Toolathlonscore
42.9
τ²-Bench Telecomaccuracy
93.4
GPQA Diamondaccuracy
88
Humanity's Last Examaccuracy
41.5
Humanity's Last Examaccuracy
28.2
OSWorld-Verifiedsuccess rate
72.1
MMMU Proaccuracy
78
MMMU Proaccuracy
76.6
OmniDocBenchoverall edit distance
0.1263
OpenAI MRCRaccuracy
47.7
OpenAI MRCRaccuracy
33.6
Graphwalksaccuracy
76.3
Graphwalksaccuracy
71.5

API CALL INVOCATION EXAMPLE

// Example: Calling GPT-5.4 mini via OpenAI SDK
import OpenAI from "openai";

const client = new OpenAI({
  apiKey: process.env.OPENAI_API_KEY,
});

const response = await client.chat.completions.create({
  model: "openai/gpt-5.4-mini",
  messages: [{ role: "user", content: "Hello! Can you inspect MCP tools?" }],
});

console.log(response.choices[0].message.content);

PRICING BY PROVIDER

15 providers
OpenAIgpt-5.4-mini
$0.75 / $4.50$0.07 cache
NanoGPTopenai/gpt-5.4-mini
$0.75 / $4.50$0.07 cache
GitHub Copilotgpt-5.4-mini
$0.75 / $4.50$0.07 cache
CrossModelopenai/gpt-5.4-mini
$0.75 / $4.50$0.07 cache
302.AIgpt-5.4-mini
$0.75 / $4.50$0.07 cache
Vivgridgpt-5.4-mini
$0.75 / $4.50$0.07 cache
LLM Gatewayopenai/gpt-5.4-mini
$0.75 / $4.50$0.07 cache
Poeopenai/gpt-5.4-mini
$0.68 / $4.09$0.07 cache
AI/ML APIopenai/gpt-5.4-mini
$2.06 / $12.38$0.21 cache
Cloudflare AI Gatewayopenai/gpt-5.4-mini
$0.75 / $4.50$0.07 cache
Databricksdatabricks-gpt-5-4-mini
$0.75 / $4.50$0.07 cache
AIHubMixgpt-5.4-mini
$0.75 / $4.50$0.07 cache
Abacusgpt-5.4-mini
$0.75 / $4.50$0.07 cache
Vercel AI Gatewayopenai/gpt-5.4-mini
$0.75 / $4.50$0.07 cache
OpenCodegpt-5.4-mini
$0.75 / $4.50$0.07 cache

Rates in USD per 1M tokens. Rates synchronized from models.dev public catalog.

Prompt Caching Active

This model supports prompt caching at $0.07 / 1M tokens, saving up to 90% on repetitive MCP tool definitions and system instructions.

MODEL RESOURCES