Claude 3.5 Haiku vs Sonar Reasoning: The Ultimate Performance & Pricing Comparison

Deep dive into reasoning, benchmarks, and latency insights.

The Final Verdict in the Claude 3.5 Haiku vs Sonar Reasoning Showdown

After a comprehensive analysis, Sonar Reasoning emerges as the superior choice for users prioritizing raw intelligence and reasoning. However, Claude 3.5 Haiku remains a highly competitive option, especially for scenarios demanding faster response times and cost-efficiency. This detailed Claude 3.5 Haiku vs Sonar Reasoning comparison will break down every critical metric to help you make the best decision.

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Model Snapshot

Key decision metrics at a glance.

Claude 3.5 Haiku

Anthropic

Reasoning: 6
Coding: 1
Multimodal: 2
Long Context: 2
Blended Price / 1M tokens: $0.002
P95 Latency: 1000ms
Tokens per second: 47.597tokens/sec

Sonar Reasoning

Other

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

Overall Capabilities

The capability radar provides a holistic view of the Claude 3.5 Haiku vs Sonar Reasoning matchup. This chart illustrates each model's strengths and weaknesses at a glance, forming a cornerstone of our Claude 3.5 Haiku vs Sonar Reasoning analysis.

This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `Claude 3.5 Haiku` vs `Sonar Reasoning`.

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 Claude 3.5 Haiku vs Sonar Reasoning debate, Claude 3.5 Haiku scores 60 against Sonar Reasoning's 60. This data-driven approach is essential for any serious Claude 3.5 Haiku vs Sonar Reasoning comparison.

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

Speed & Latency

Speed is a crucial factor in the Claude 3.5 Haiku vs Sonar Reasoning decision for interactive applications. The metrics below highlight the trade-offs you should weigh before shipping to production.

Time to First Token

Claude 3.5 Haiku300ms

Sonar Reasoning300ms

Tokens per Second

Claude 3.5 Haiku47.597

Sonar Reasoning40

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The Economics of Claude 3.5 Haiku vs Sonar Reasoning

Power is only one part of the equation. This Claude 3.5 Haiku vs Sonar Reasoning 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, Claude 3.5 Haiku would cost $0.002, whereas Sonar Reasoning would cost $0.018. This practical calculation is vital for any developer considering the Claude 3.5 Haiku vs Sonar Reasoning choice.

Review the complete pricing and packaging strategy