LLM Comparison
Sonar Reasoning Pro vs Nova Premier 1.0
Side-by-side specs, pricing & capabilities · Updated May 2026
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2/6 modelsSame tier:
| Organization | ||
| OpenTools Score | 44 8.8 | |
| Family | Sonar | Nova |
| Status | Current | Current |
| Release Date | Mar 2025 | Oct 2025 |
| Context Window | 128K tokens | 1.0M tokens |
| Input Price | $2.00/M tokens | $2.50/M tokens |
| Output Price | $8.00/M tokens | $12.50/M tokens |
| Pricing Notes | — | Cache read: $0.6250/M tokens |
| Capabilities | textvisioncodeextended-thinking | textvisioncode |
| Max Output | — | 32K tokens |
| API Identifier | perplexity/sonar-reasoning-pro | amazon/nova-premier-v1 |
| Benchmarks | ||
| GPQA Diamond | 62.3perplexity | — |
| MATH-500 | 92.1perplexity | — |
| AIME | 77perplexity | — |
| MMLU Pro | 79perplexity | — |
| View Sonar Reasoning Pro | View Nova Premier 1.0 | |
Cost Calculator
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| Model | Input | Output | Total / mo | vs Best |
|---|---|---|---|---|
| Sonar Reasoning ProCheapest | $2.00 | $4.00 | $6.00 | — |
| Nova Premier 1.0 | $2.50 | $6.25 | $8.75 | +46% |
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 Premier 1.0
Nova Premier 1.0 is a multimodal llm from Amazon. Supports up to 1,000,000 token context window. Available from $2.50/M input tokens.
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