Claude 3 Haiku vs GPT-4 Turbo
Performance benchmarks + pricing comparison — updated April 2026
Claude 3 Haiku
AnthropicCheapest Claude model. Fast responses for simple tasks and basic coding.
| Input | $0.250/M |
| Output | $1.25/M |
| Context | 200K tokens |
| Best For | Simple queries, fast responses, cost-sensitive tasks |
| Benchmark | 45/100 |
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 Haiku | GPT-4 Turbo | Leader |
|---|---|---|---|
| Overall Score | 45 | 70 | GPT-4 Turbo leads by 25pts |
| SWE-bench Verified | 38 | 64 | GPT-4 Turbo leads by 26pts |
| LiveCodeBench | 46 | 72 | GPT-4 Turbo leads by 26pts |
| HumanEval | 68 | 88 | GPT-4 Turbo leads by 20pts |
| BigCodeBench | 30 | 56 | GPT-4 Turbo leads by 26pts |
Cost Comparison by Scenario
Estimated cost per project with 30% cache hit rate. Actual costs may vary based on usage patterns.
| Scenario | Claude 3 Haiku | GPT-4 Turbo | Savings |
|---|---|---|---|
| Small Script (1K lines) | $0.05 | $1.25 | Claude 3 Haiku saves $1.20 (96%) |
| Medium Feature (10K lines) | $0.34 | $9.50 | Claude 3 Haiku saves $9.16 (96%) |
| Large Project (50K lines) | $1.69 | $47.50 | Claude 3 Haiku saves $45.81 (96%) |
| Code Review (5K lines) | $0.07 | $2.50 | Claude 3 Haiku saves $2.42 (97%) |
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 Haiku | 45 | $0.006/pt | Better value |
| GPT-4 Turbo | 70 | $0.133/pt | Higher cost per point |
Claude 3 Haiku delivers the best value at $0.006 per score point.
Strengths & Weaknesses
Claude 3 Haiku
- + Very cheap
- + Fast
- - Basic capability only
GPT-4 Turbo
- + Proven model
- + Large context
- - Superseded by GPT-4o
Verdict
Claude 3 Haiku is cheaper at $0.250/M, but GPT-4 Turbo scores higher on benchmarks (70 vs 45).
Choose Claude 3 Haiku for cost-sensitive projects, GPT-4 Turbo 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.