ERNIE 5.0 Thinking Preview vs Sonar: The Ultimate Performance & Pricing Comparison

Deep dive into reasoning, benchmarks, and latency insights.

The Final Verdict in the ERNIE 5.0 Thinking Preview vs Sonar Showdown

After a comprehensive analysis, ERNIE 5.0 Thinking Preview emerges as the superior choice for users prioritizing raw intelligence and reasoning. However, Sonar remains a highly competitive option, especially for scenarios demanding faster response times and cost-efficiency. This detailed ERNIE 5.0 Thinking Preview vs Sonar 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.

ERNIE 5.0 Thinking Preview

Other

Reasoning: 9
Coding: 3
Multimodal: 2
Long Context: 4
Blended Price / 1M tokens: $0.001
P95 Latency: 1000ms
Tokens per second: 33.016tokens/sec

Sonar

Other

Reasoning: 6
Coding: 6
Multimodal: 1
Long Context: 2
Blended Price / 1M tokens: $0.001
P95 Latency: 1000ms
Tokens per second: 122.752tokens/sec

Overall Capabilities

The capability radar provides a holistic view of the ERNIE 5.0 Thinking Preview vs Sonar matchup. This chart illustrates each model's strengths and weaknesses at a glance, forming a cornerstone of our ERNIE 5.0 Thinking Preview vs Sonar analysis.

This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `ERNIE 5.0 Thinking Preview` vs `Sonar`.

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 ERNIE 5.0 Thinking Preview vs Sonar debate, ERNIE 5.0 Thinking Preview scores 90 against Sonar's 60. This data-driven approach is essential for any serious ERNIE 5.0 Thinking Preview vs Sonar comparison.

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

Speed & Latency

Speed is a crucial factor in the ERNIE 5.0 Thinking Preview vs Sonar decision for interactive applications. The metrics below highlight the trade-offs you should weigh before shipping to production.

Time to First Token

ERNIE 5.0 Thinking Preview300ms

Sonar300ms

Tokens per Second

ERNIE 5.0 Thinking Preview33.016

Sonar122.752

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The Economics of ERNIE 5.0 Thinking Preview vs Sonar

Power is only one part of the equation. This ERNIE 5.0 Thinking Preview vs Sonar 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, ERNIE 5.0 Thinking Preview would cost $0.002, whereas Sonar would cost $0.001. This practical calculation is vital for any developer considering the ERNIE 5.0 Thinking Preview vs Sonar choice.

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Which Model Wins the ERNIE 5.0 Thinking Preview vs Sonar Battle for You?

Choose ERNIE 5.0 Thinking Preview if...

Your top priority is raw performance and capability.

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

Cost is a secondary concern to power in your ERNIE 5.0 Thinking Preview vs Sonar decision.

Choose Sonar if...

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

Your budget is a primary consideration in the ERNIE 5.0 Thinking Preview vs Sonar choice.

You are developing at scale where operational costs are critical.

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Your Questions about the ERNIE 5.0 Thinking Preview vs Sonar Comparison

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Data source: https://artificialanalysis.ai/