Claude 3 Haiku vs GPT-4.1
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-4.1
OpenAIUpdated GPT-4 generation with improved instruction following and reduced hallucination. Better coding accuracy than GPT-4o.
| Input | $2.00/M |
| Output | $8.00/M |
| Context | 128K tokens |
| Best For | Production coding, API development, complex instructions |
| Benchmark | 80/100 |
Benchmark Performance Comparison
Third-party benchmark scores — higher is better. Data sourced from SWE-bench, LiveCodeBench, HumanEval, and BigCodeBench.
| Benchmark | Claude 3 Haiku | GPT-4.1 | Leader |
|---|---|---|---|
| Overall Score | 45 | 80 | GPT-4.1 leads by 35pts |
| SWE-bench Verified | 38 | 76 | GPT-4.1 leads by 38pts |
| LiveCodeBench | 46 | 82 | GPT-4.1 leads by 36pts |
| HumanEval | 68 | 94 | GPT-4.1 leads by 26pts |
| BigCodeBench | 30 | 68 | GPT-4.1 leads by 38pts |
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-4.1 | Savings |
|---|---|---|---|
| Small Script (1K lines) | $0.05 | $0.31 | Claude 3 Haiku saves $0.26 (85%) |
| Medium Feature (10K lines) | $0.34 | $2.30 | Claude 3 Haiku saves $1.96 (85%) |
| Large Project (50K lines) | $1.69 | $11.50 | Claude 3 Haiku saves $9.81 (85%) |
| Code Review (5K lines) | $0.07 | $0.55 | Claude 3 Haiku saves $0.48 (86%) |
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-4.1 | 80 | $0.063/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-4.1
- + Latest GPT model
- + Strong across all benchmarks
- - Premium pricing
Verdict
Claude 3 Haiku is cheaper at $0.250/M, but GPT-4.1 scores higher on benchmarks (80 vs 45).
Choose Claude 3 Haiku for cost-sensitive projects, GPT-4.1 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.