GPT-4o mini vs OpenAI o4-mini
Performance benchmarks + pricing comparison — updated April 2026
GPT-4o mini
OpenAIAffordable small model. Fast and cost-effective for high-volume coding tasks.
| Input | $0.150/M |
| Output | $0.600/M |
| Context | 128K tokens |
| Best For | High-volume tasks, simple coding, cost-sensitive projects |
| Benchmark | 58/100 |
OpenAI o4-mini
OpenAIUpdated mini reasoning model. Similar pricing to o3-mini with updated capabilities.
| Input | $1.10/M |
| Output | $4.40/M |
| Context | 200K tokens |
| Best For | General reasoning, coding tasks |
| Benchmark | 72/100 |
Benchmark Performance Comparison
Third-party benchmark scores — higher is better. Data sourced from SWE-bench, LiveCodeBench, HumanEval, and BigCodeBench.
| Benchmark | GPT-4o mini | OpenAI o4-mini | Leader |
|---|---|---|---|
| Overall Score | 58 | 72 | o4-mini leads by 14pts |
| SWE-bench Verified | 50 | 66 | o4-mini leads by 16pts |
| LiveCodeBench | 60 | 74 | o4-mini leads by 14pts |
| HumanEval | 78 | 92 | o4-mini leads by 14pts |
| BigCodeBench | 44 | 56 | o4-mini leads by 12pts |
Cost Comparison by Scenario
Estimated cost per project with 30% cache hit rate. Actual costs may vary based on usage patterns.
| Scenario | GPT-4o mini | OpenAI o4-mini | Savings |
|---|---|---|---|
| Small Script (1K lines) | $0.02 | $0.17 | GPT-4o mini saves $0.15 (86%) |
| Medium Feature (10K lines) | $0.18 | $1.27 | GPT-4o mini saves $1.08 (85%) |
| Large Project (50K lines) | $0.92 | $6.33 | GPT-4o mini saves $5.41 (85%) |
| Code Review (5K lines) | $0.05 | $0.30 | GPT-4o mini saves $0.26 (85%) |
Value Analysis (Price per Benchmark Score Point)
Lower is better — how much you pay for each point of benchmark performance.
| Model | Overall Score | Price per Score Point | Verdict |
|---|---|---|---|
| GPT-4o mini | 58 | $0.003/pt | Better value |
| OpenAI o4-mini | 72 | $0.015/pt | Higher cost per point |
GPT-4o mini delivers the best value at $0.003 per score point.
Strengths & Weaknesses
GPT-4o mini
- + Very cheap
- + Fast responses
- - Struggles with multi-step reasoning
OpenAI o4-mini
- + Improved reasoning at mini price
- - New model, limited data
Verdict
GPT-4o mini is cheaper at $0.150/M, but OpenAI o4-mini scores higher on benchmarks (72 vs 58).
Choose GPT-4o mini for cost-sensitive projects, OpenAI o4-mini when performance matters most.
Compare with Other Models
Claude Sonnet 4
AnthropicAnthropic's balanced model for coding and general tasks. Best price-performance ratio in the Claude family.
Claude Opus 4
AnthropicAnthropic's most powerful model. Best for complex reasoning and challenging coding tasks.
Claude 3.5 Sonnet
AnthropicPrevious generation Sonnet. Still excellent for coding tasks at the same price point.
Claude 3.5 Haiku
AnthropicFast, cost-effective model for high-volume tasks. Great for code review and simple queries.
Claude 3 Opus
AnthropicFirst generation Opus. Highest reasoning capability in the Claude 3 family.
Claude 3 Sonnet
AnthropicFirst generation Sonnet. Balanced performance for general tasks.