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Llama 3 8B vs GLM 5.2

At a glance

Meta's original Llama 3 compact model.

8K ctx$0.14/$0.14 per M

Z.ai's frontier reasoning model for long-context agents and software engineering.

831.0M ctx$0.78/$2.44 per M#16/92
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AI Output
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Benchmarks
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Reasoning
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Capability
CapabilityECI83.4
Reasoning & Knowledge
Graduate Science91.9%Factual Recall38.1%
Math
Competition Math86.4%
Coding
Real-World Coding78.7%
Specs
8K
Context
8K
Max output
Apr 2024
Released
1.0M
Context
131K
Max output
Jun 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input82%$0.14/M tokens
Output94%$0.14/M tokens
Live pricing, shown before you run
Input$0.78/M tokens
Output$2.44/M tokens
Cache read$0.14/M tokens
Chat with Llama 3 8BGo to model
Chat with GLM 5.2Go to model
Frequently Asked Questions: Llama 3 8B vs GLM 5.2▼

Which is better, Llama 3 8B or GLM 5.2?

▼

Both Llama 3 8B and GLM 5.2 are capable AI models. The best choice depends on your specific use case: consider pricing, context window, speed, and which capabilities (vision, reasoning, audio) you need.

Which is cheaper, Llama 3 8B or GLM 5.2?

▼

Llama 3 8B has a lower blended cost. Llama 3 8B: $0.14 input / $0.14 output. GLM 5.2: $0.78 input / $2.44 output.

Which has a larger context window, Llama 3 8B or GLM 5.2?

▼

GLM 5.2 has a larger context window: Llama 3 8B supports 8K tokens vs GLM 5.2 at 1M tokens.

What are the key differences between Llama 3 8B and GLM 5.2?

▼

Key differences: Llama 3 8B is significantly cheaper; only GLM 5.2 offers extended reasoning mode. Compare full specs on this page.

Which model should I choose for my use case?

▼

If cost is your priority, choose the cheaper option. If you need the highest intelligence for complex tasks, pick the higher-scoring model. For long documents or codebases, choose the larger context window. You can try both Llama 3 8B and GLM 5.2 for free on idapt.app to see which performs better for your specific needs.

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