Claude 3 Opus vs GPT-4 Turbo
Performance benchmarks + pricing comparison — updated April 2026
Claude 3 Opus
AnthropicFirst generation Opus. Highest reasoning capability in the Claude 3 family.
| Input | $15.00/M |
| Output | $75.00/M |
| Context | 200K tokens |
| Best For | Deep analysis, complex coding tasks |
| Benchmark | 78/100 |
GPT-4 Turbo
OpenAIPrevious generation high-performance model. Good for complex reasoning tasks.
| Input | $10.00/M |
| Output | $30.00/M |
| Context | 128K tokens |
| Best For | Complex reasoning, data extraction, analysis |
| Benchmark | 70/100 |
Benchmark Performance Comparison
Third-party benchmark scores — higher is better. Data sourced from SWE-bench, LiveCodeBench, HumanEval, and BigCodeBench.
| Benchmark | Claude 3 Opus | GPT-4 Turbo | Leader |
|---|---|---|---|
| Overall Score | 78 | 70 | Claude 3 Opus leads by 8pts |
| SWE-bench Verified | 74 | 64 | Claude 3 Opus leads by 10pts |
| LiveCodeBench | 80 | 72 | Claude 3 Opus leads by 8pts |
| HumanEval | 94 | 88 | Claude 3 Opus leads by 6pts |
| BigCodeBench | 64 | 56 | Claude 3 Opus leads by 8pts |
Cost Comparison by Scenario
Estimated cost per project with 30% cache hit rate. Actual costs may vary based on usage patterns.
| Scenario | Claude 3 Opus | GPT-4 Turbo | Savings |
|---|---|---|---|
| Small Script (1K lines) | $2.77 | $1.25 | GPT-4 Turbo saves $1.52 (55%) |
| Medium Feature (10K lines) | $20.25 | $9.50 | GPT-4 Turbo saves $10.75 (53%) |
| Large Project (50K lines) | $101.25 | $47.50 | GPT-4 Turbo saves $53.75 (53%) |
| Code Review (5K lines) | $4.50 | $2.50 | GPT-4 Turbo saves $2.00 (44%) |
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 |
|---|---|---|---|
| Claude 3 Opus | 78 | $0.192/pt | Higher cost per point |
| GPT-4 Turbo | 70 | $0.133/pt | Better value |
GPT-4 Turbo delivers the best value at $0.133 per score point.
Strengths & Weaknesses
Claude 3 Opus
- + Strong reasoning
- + Proven track record
- - Older generation
- - Expensive
GPT-4 Turbo
- + Proven model
- + Large context
- - Superseded by GPT-4o
Verdict
GPT-4 Turbo is cheaper at $10.00/M, but Claude 3 Opus scores higher on benchmarks (78 vs 70).
Choose GPT-4 Turbo for cost-sensitive projects, Claude 3 Opus 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 Sonnet
AnthropicFirst generation Sonnet. Balanced performance for general tasks.
Claude 3 Haiku
AnthropicCheapest Claude model. Fast responses for simple tasks and basic coding.