GPT 5.4 vs GPT-5 mini

GPT 5.4 vs GPT-5 mini: GPT-5 mini is cheaper by 90% on average. GPT 5.4 from Azure OpenAI (1,050,000-token context, reasoning, tool calls) vs. GPT-5 mini from OpenAI (272,000-token context, reasoning, tool calls). Use Agent Command Center to A/B both in shadow mode and pick the winner per workload.

Side-by-side cost

Live workload comparison

Same workload run through both models. The cheaper one is highlighted.

3,000
01,050,000
400
0128,000
5,000
01,000,000
Azure OpenAI
$2,055/mo
Input $2.50/M · Output $15.00/M
GPT-5 miniCheaper
OpenAI
$236/mo
Input $0.250/M · Output $2.00/M
At this workload, GPT-5 mini is 89% cheaper than GPT 5.4 — a savings of $1,819/month ($21,824/year).
Production recipe — Agent Command Center
strategy: cost-optimized
primary:
  model: gpt-5-mini
  provider: openai
fallback:
  model: gpt-5-4
  provider: azure-openai
shadow: { sample_rate: 0.05 }   # mirror 5% of traffic to compare quality live
GPT 5.4 GPT-5 mini
Input price $2.50/M $0.250/M
Output price $15.00/M $2.00/M
Context window 1,050,000 272,000
Max output 128,000 128,000
Function calling
Vision
Audio input
Reasoning
Prompt caching
Structured output
Pricing verified May 12, 2026 May 12, 2026
Cheaper option
~90% cheaper than GPT 5.4
Larger context
1,050,000 tokens
More capabilities
5 of 6 capability flags advertised

Benchmark comparison

Side-by-side public benchmark scores. Greener bar = winner.

Chatbot Arena ELOgeneral
GPT 5.4
1,477
GPT-5 mini
1,395
ARC-AGIreasoning
GPT 5.4
93.7%
GPT-5 mini
HumanEvalcode
GPT 5.4
GPT-5 mini
93.5%
GPQA Diamondreasoning⚠ different settings
GPT 5.4
92.8%
GPT-5 mini
78.4%
AIME 2024math
GPT 5.4
GPT-5 mini
91.1%
MMLU-Proreasoning
GPT 5.4
GPT-5 mini
82.0%
MMMU-Promultimodal
GPT 5.4
81.2%
GPT-5 mini
ARC-AGI-2reasoning
GPT 5.4
73.3%
GPT-5 mini
SWE-bench Verifiedagent
GPT 5.4
GPT-5 mini
68.0%
SWE-benchagent
GPT 5.4
57.7%
GPT-5 mini
FrontierMathmath
GPT 5.4
47.6%
GPT-5 mini
Humanity's Last Examreasoning
GPT 5.4
39.8%
GPT-5 mini