ERNIE 5.0 Thinking Preview vs GLM-4.7-Flash (Reasoning): The Ultimate Performance & Pricing Comparison

Deep dive into reasoning, benchmarks, and latency insights.

The Final Verdict in the ERNIE 5.0 Thinking Preview vs GLM-4.7-Flash (Reasoning) Showdown

After a comprehensive analysis, ERNIE 5.0 Thinking Preview emerges as the superior choice for users prioritizing raw intelligence and reasoning. However, GLM-4.7-Flash (Reasoning) remains a highly competitive option, especially for scenarios demanding faster response times and cost-efficiency. This detailed ERNIE 5.0 Thinking Preview vs GLM-4.7-Flash (Reasoning) 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.

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: 24.189tokens/sec

GLM-4.7-Flash (Reasoning)

Other

Reasoning: 6
Coding: 3
Multimodal: 3
Long Context: 4
Blended Price / 1M tokens: $0.000
P95 Latency: 1000ms
Tokens per second: 78.557tokens/sec

Overall Capabilities

The capability radar provides a holistic view of the ERNIE 5.0 Thinking Preview vs GLM-4.7-Flash (Reasoning) matchup. This chart illustrates each model's strengths and weaknesses at a glance, forming a cornerstone of our ERNIE 5.0 Thinking Preview vs GLM-4.7-Flash (Reasoning) analysis.

This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `ERNIE 5.0 Thinking Preview` vs `GLM-4.7-Flash (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 5.0 Thinking Preview vs GLM-4.7-Flash (Reasoning) debate, ERNIE 5.0 Thinking Preview scores 90 against GLM-4.7-Flash (Reasoning)'s 60. This data-driven approach is essential for any serious ERNIE 5.0 Thinking Preview vs GLM-4.7-Flash (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 5.0 Thinking Preview vs GLM-4.7-Flash (Reasoning) 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

GLM-4.7-Flash (Reasoning)300ms

Tokens per Second

ERNIE 5.0 Thinking Preview24.189

GLM-4.7-Flash (Reasoning)78.557

Head to the playground to validate these results yourself

The Economics of ERNIE 5.0 Thinking Preview vs GLM-4.7-Flash (Reasoning)

Power is only one part of the equation. This ERNIE 5.0 Thinking Preview vs GLM-4.7-Flash (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 5.0 Thinking Preview would cost $0.002, whereas GLM-4.7-Flash (Reasoning) would cost $0.000. This practical calculation is vital for any developer considering the ERNIE 5.0 Thinking Preview vs GLM-4.7-Flash (Reasoning) choice.

Review the complete pricing and packaging strategy

Which Model Wins the ERNIE 5.0 Thinking Preview vs GLM-4.7-Flash (Reasoning) 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 GLM-4.7-Flash (Reasoning) decision.

Choose GLM-4.7-Flash (Reasoning) 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 GLM-4.7-Flash (Reasoning) 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 ERNIE 5.0 Thinking Preview vs GLM-4.7-Flash (Reasoning) Comparison

Review the full evaluation methodology · Read the latest analysis posts

Data source: https://artificialanalysis.ai/