LLM Comparison
GPT-5.4 Nano vs Sonar Reasoning Pro
Side-by-side specs, pricing & capabilities · Updated September 2026
Price vs Intelligence
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2/6 modelsSame tier:
| Organization | ||
| OpenTools Score | 38 52.0 | 49 9.8 |
| Family | GPT | Sonar |
| Status | Current | Current |
| Release Date | Mar 2026 | Mar 2025 |
| Context Window | 400K tokens | 128K tokens |
| Input Price | $0.20/M tokens | $2.00/M tokens |
| Output Price | $1.25/M tokens | $8.00/M tokens |
| Pricing Notes | Cache read: $0.0200/M tokens | — |
| Capabilities | textvisioncode | textvisioncodeextended-thinking |
| Training Cutoff | Aug 31, 2025 | — |
| Max Output | 128K tokens | — |
| API Identifier | openai/gpt-5.4-nano | perplexity/sonar-reasoning-pro |
| Benchmarks | ||
| Artificial Analysis Intelligence Index v4.3 | 21.2442artificial-analysis | — |
| GPQA Diamond | 81.7172artificial-analysis | 62.3perplexity |
| SciCode | 47.2222artificial-analysis | — |
| Terminal-Bench 2.1 | 60.6742artificial-analysis | — |
| MATH-500 | — | 92.1perplexity |
| AIME | — | 77perplexity |
| MMLU Pro | — | 79perplexity |
| View GPT-5.4 Nano | View Sonar Reasoning Pro | |
Cost Calculator
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| Model | Input | Output | Total / mo | vs Best |
|---|---|---|---|---|
| GPT-5.4 NanoCheapest | $0.20 | $0.63 | $0.83 | — |
| Sonar Reasoning Pro | $2.00 | $4.00 | $6.00 | +627% |
OpenAI
GPT-5.4 Nano
GPT-5.4 Nano is a multimodal llm from OpenAI. Supports up to 400,000 token context window. Available from $0.20/M input tokens.
Perplexity AI
Sonar Reasoning Pro
Sonar Reasoning Pro is a multimodal llm from Perplexity AI. Supports up to 128,000 token context window. Achieves 83.0% on MMLU. Available from $2.00/M input tokens.
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