LLM Comparison
Sonar Reasoning Pro vs Nova 2 Lite
Side-by-side specs, pricing & capabilities · Updated April 2026
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2/6 modelsSame tier:
S Sonar Reasoning Pro | N Nova 2 Lite | |
|---|---|---|
| Organization | Perplexity AI | Amazon |
| OpenTools Score | ||
| Family | Sonar | Nova |
| Status | Current | Current |
| Release Date | Mar 2025 | Dec 2025 |
| Context Window | 128K tokens | 1.0M tokens |
| Input Price | $2.00/M tokens | $0.30/M tokens |
| Output Price | $8.00/M tokens | $2.50/M tokens |
| Capabilities | textvisioncodeextended-thinking | textvisionvideocode |
| Max Output | — | 66K tokens |
| API Identifier | perplexity/sonar-reasoning-pro | amazon/nova-2-lite-v1 |
| Benchmarks | ||
| MMLU | 83 | — |
| View Sonar Reasoning Pro | View Nova 2 Lite | |
Cost Calculator
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| Model | Input | Output | Total / mo | vs Best |
|---|---|---|---|---|
| Nova 2 LiteCheapest | $0.30 | $1.25 | $1.55 | — |
| Sonar Reasoning Pro | $2.00 | $4.00 | $6.00 | +287% |
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.
Amazon
Nova 2 Lite
Nova 2 Lite is a multimodal llm from Amazon. Supports up to 1,000,000 token context window. Available from $0.30/M input tokens.
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