ERNIE 4.5 300B A47B vs Sonar Reasoning: The Ultimate Performance & Pricing Comparison

Deep dive into reasoning, benchmarks, and latency insights.

The Final Verdict in the ERNIE 4.5 300B A47B vs Sonar Reasoning Showdown

After a comprehensive analysis, Sonar Reasoning emerges as the superior choice for users prioritizing raw intelligence and reasoning. However, ERNIE 4.5 300B A47B remains a highly competitive option, especially for scenarios demanding faster response times and cost-efficiency. This detailed ERNIE 4.5 300B A47B 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.

ERNIE 4.5 300B A47B

Other

Reasoning: 4
Coding: 1
Multimodal: 1
Long Context: 2
Blended Price / 1M tokens: $0.000
P95 Latency: 1000ms
Tokens per second: 29.877tokens/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 ERNIE 4.5 300B A47B vs Sonar Reasoning matchup. This chart illustrates each model's strengths and weaknesses at a glance, forming a cornerstone of our ERNIE 4.5 300B A47B vs Sonar Reasoning analysis.

This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `ERNIE 4.5 300B A47B` 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 ERNIE 4.5 300B A47B vs Sonar Reasoning debate, ERNIE 4.5 300B A47B scores 40 against Sonar Reasoning's 60. This data-driven approach is essential for any serious ERNIE 4.5 300B A47B 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 ERNIE 4.5 300B A47B 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

ERNIE 4.5 300B A47B300ms

Sonar Reasoning300ms

Tokens per Second

ERNIE 4.5 300B A47B29.877

Sonar Reasoning40

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The Economics of ERNIE 4.5 300B A47B vs Sonar Reasoning

Power is only one part of the equation. This ERNIE 4.5 300B A47B 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, ERNIE 4.5 300B A47B would cost $0.001, whereas Sonar Reasoning would cost $0.018. This practical calculation is vital for any developer considering the ERNIE 4.5 300B A47B vs Sonar Reasoning choice.

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