OpenAI o1-mini vs Claude Sonnet 4 Lite
Performance benchmarks + pricing comparison — updated April 2026
OpenAI o1-mini
OpenAICost-effective reasoning model. Good for coding tasks that require logical reasoning.
| Input | $1.10/M |
| Output | $4.40/M |
| Context | 128K tokens |
| Best For | Coding logic, debugging, algorithm design |
| Benchmark | 70/100 |
Claude Sonnet 4 Lite
AnthropicLighter version of Claude Sonnet 4. Good balance of quality and cost for day-to-day coding.
| Input | $1.00/M |
| Output | $5.00/M |
| Context | 200K tokens |
| Best For | Day-to-day coding, documentation, cost-conscious teams |
| Benchmark | 70/100 |
Benchmark Performance Comparison
Third-party benchmark scores — higher is better. Data sourced from SWE-bench, LiveCodeBench, HumanEval, and BigCodeBench.
| Benchmark | OpenAI o1-mini | Claude Sonnet 4 Lite | Leader |
|---|---|---|---|
| Overall Score | 70 | 70 | o1-mini leads by 0pts |
| SWE-bench Verified | 64 | 64 | o1-mini leads by 0pts |
| LiveCodeBench | 72 | 74 | Claude Sonnet 4 Lite leads by 2pts |
| HumanEval | 90 | 88 | o1-mini leads by 2pts |
| BigCodeBench | 54 | 56 | Claude Sonnet 4 Lite leads by 2pts |
Cost Comparison by Scenario
Estimated cost per project with 30% cache hit rate. Actual costs may vary based on usage patterns.
| Scenario | OpenAI o1-mini | Claude Sonnet 4 Lite | Savings |
|---|---|---|---|
| Small Script (1K lines) | $0.17 | $0.21 | OpenAI o1-mini saves $0.03 (17%) |
| Medium Feature (10K lines) | $1.27 | $1.55 | OpenAI o1-mini saves $0.29 (19%) |
| Large Project (50K lines) | $6.33 | $7.76 | OpenAI o1-mini saves $1.44 (19%) |
| Code Review (5K lines) | $0.30 | $0.40 | OpenAI o1-mini saves $0.10 (25%) |
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 |
|---|---|---|---|
| OpenAI o1-mini | 70 | $0.016/pt | Higher cost per point |
| Claude Sonnet 4 Lite | 70 | $0.014/pt | Better value |
Claude Sonnet 4 Lite delivers the best value at $0.014 per score point.
Strengths & Weaknesses
OpenAI o1-mini
- + Reasoning at lower cost
- + Good for competitive programming
- - Slower than standard models
Claude Sonnet 4 Lite
- + Good value
- + Strong coding
- - Less capable than full Sonnet 4
Verdict
Claude Sonnet 4 Lite is cheaper at $1.00/M, but OpenAI o1-mini scores higher on benchmarks (70 vs 70).
Choose Claude Sonnet 4 Lite for cost-sensitive projects, OpenAI o1-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.