Throughput Speed
85 tok/s
Model Overview & Capabilities
Perplexity: Sonar Reasoning Pro is a high-performance large language model engineered by perplexity. It provides state-of-the-art capability in natural language understanding, multi-step code generation, and complex reasoning.
Technical Specifications
| Provider | perplexity |
| Context Window | 1,28,000 tokens |
| Output Price / 1M tokens | $8.00 |
| Academic Benchmark (MMLU) | 88.2% |
| License | Commercial API |
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Frequently Asked Questions
Which AI model ranks highest for coding in 2026?
Coding rankings use reported third-party benchmark data. HumanEval values remain unverified unless metric-specific evaluator, model version, test methodology and test date evidence is available.
How is Pulse Score different from crowd-sourced leaderboards?
Pulse Score combines reported third-party benchmark data (HumanEval, MMLU, MATH) with real-world developer constraints: token throughput speed, input pricing per million tokens, and time-to-first-token latency.