LLM Comparison
Nova Lite 1.0 vs Sonar Reasoning Pro
Side-by-side specs, pricing & capabilities · Updated May 2026
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2/6 modelsSame tier:
| Organization | ||
| OpenTools Score | 44 8.8 | |
| Family | Nova | Sonar |
| Status | Current | Current |
| Release Date | Dec 2024 | Mar 2025 |
| Context Window | 300K tokens | 128K tokens |
| Input Price | $0.06/M tokens | $2.00/M tokens |
| Output Price | $0.24/M tokens | $8.00/M tokens |
| Capabilities | textvisioncode | textvisioncodeextended-thinking |
| Max Output | 5K tokens | — |
| API Identifier | amazon/nova-lite-v1 | perplexity/sonar-reasoning-pro |
| Benchmarks | ||
| MMLU | 72openrouter | — |
| GPQA Diamond | — | 62.3perplexity |
| MATH-500 | — | 92.1perplexity |
| AIME | — | 77perplexity |
| MMLU Pro | — | 79perplexity |
| View Nova Lite 1.0 | View Sonar Reasoning Pro | |
Cost Calculator
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| Model | Input | Output | Total / mo | vs Best |
|---|---|---|---|---|
| Nova Lite 1.0Cheapest | $0.06 | $0.12 | $0.18 | — |
| Sonar Reasoning Pro | $2.00 | $4.00 | $6.00 | +3233% |
Amazon
Nova Lite 1.0
Nova Lite 1.0 is a multimodal llm from Amazon. Supports up to 300,000 token context window. Achieves 72.0% on MMLU. Available from $0.06/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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