GPT-4.1 vs Perplexity Sonar
Performance benchmarks + pricing comparison — updated April 2026
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 |
Perplexity Sonar
PerplexityPerplexity's standard search model. Fast, cited answers at lower cost than Sonar Pro.
| Input | $1.00/M |
| Output | $1.00/M |
| Context | 128K tokens |
| Best For | Quick research, fact-checking, search-augmented chat |
Cost Comparison by Scenario
Estimated cost per project with 30% cache hit rate. Actual costs may vary based on usage patterns.
| Scenario | GPT-4.1 | Perplexity Sonar | Savings |
|---|---|---|---|
| Small Script (1K lines) | $0.31 | $0.07 | Perplexity Sonar saves $0.24 (79%) |
| Medium Feature (10K lines) | $2.30 | $0.55 | Perplexity Sonar saves $1.75 (76%) |
| Large Project (50K lines) | $11.50 | $2.75 | Perplexity Sonar saves $8.75 (76%) |
| Code Review (5K lines) | $0.55 | $0.20 | Perplexity Sonar saves $0.35 (64%) |
Verdict
Perplexity Sonar wins on both price and performance — $1.00/M input with a benchmark score of N/A/100.
For most developers, this is the clear choice between these two models.
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.