Sonar Reasoning Pro vs Nova Pro: The Ultimate Performance & Pricing Comparison

Deep dive into reasoning, benchmarks, and latency insights.

The Final Verdict in the Sonar Reasoning Pro vs Nova Pro Showdown

After a comprehensive analysis, Sonar Reasoning Pro emerges as the superior choice for users prioritizing raw intelligence and reasoning. However, Nova Pro remains a highly competitive option, especially for scenarios demanding faster response times and cost-efficiency. This detailed Sonar Reasoning Pro vs Nova Pro comparison will break down every critical metric to help you make the best decision.

Explore best-for scenarios•Let the AI Selector recommend next steps

Model Snapshot

Key decision metrics at a glance.

Sonar Reasoning Pro

Other

Reasoning: 6
Coding: 6
Multimodal: 2
Long Context: 3
Blended Price / 1M tokens: $0.015
P95 Latency: 1000ms
Tokens per second: —

Nova Pro

Other

Reasoning: 1
Coding: 1
Multimodal: 1
Long Context: 2
Blended Price / 1M tokens: $0.001
P95 Latency: 1000ms
Tokens per second: —

Overall Capabilities

The capability radar provides a holistic view of the Sonar Reasoning Pro vs Nova Pro matchup. This chart illustrates each model's strengths and weaknesses at a glance, forming a cornerstone of our Sonar Reasoning Pro vs Nova Pro analysis.

This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `Sonar Reasoning Pro` vs `Nova Pro`.

Benchmark Breakdown

For a granular look, this chart directly compares scores across standardized benchmarks. In the critical MMLU Pro test, a key part of the Sonar Reasoning Pro vs Nova Pro debate, Sonar Reasoning Pro scores 60 against Nova Pro's 10. This data-driven approach is essential for any serious Sonar Reasoning Pro vs Nova Pro comparison.

This grouped bar chart provides a side-by-side comparison for each benchmark metric.

Speed & Latency

Speed is a crucial factor in the Sonar Reasoning Pro vs Nova Pro decision for interactive applications. The metrics below highlight the trade-offs you should weigh before shipping to production.

Time to First Token

Sonar Reasoning Pro300ms

Nova Pro300ms

Tokens per Second

Sonar Reasoning Pro36

Nova Pro68

Head to the playground to validate these results yourself

The Economics of Sonar Reasoning Pro vs Nova Pro

Power is only one part of the equation. This Sonar Reasoning Pro vs Nova Pro pricing analysis gives you a true sense of value.

Pricing Breakdown

Compare input and output pricing at a glance.

Real-World Cost Scenario

To process 1M input tokens and generate 250k output tokens, Sonar Reasoning Pro would cost $0.018, whereas Nova Pro would cost $0.002. This practical calculation is vital for any developer considering the Sonar Reasoning Pro vs Nova Pro choice.

Review the complete pricing and packaging strategy

Which Model Wins the Sonar Reasoning Pro vs Nova Pro Battle for You?

Choose Sonar Reasoning Pro if...

You are working in a technical or scientific field requiring the highest accuracy.

Cost is a secondary concern to power in your Sonar Reasoning Pro vs Nova Pro decision.

You need the most advanced reasoning capabilities available.

Choose Nova Pro if...

You need a highly responsive model for user-facing applications.

Your budget is a primary consideration in the Sonar Reasoning Pro vs Nova Pro choice.

You are developing at scale where operational costs are critical.

Explore all Best picks Use the AI Selector for a tailored recommendation

Your Questions about the Sonar Reasoning Pro vs Nova Pro Comparison

Review the full evaluation methodology · Read the latest analysis posts

Data source: https://artificialanalysis.ai/