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Llama 3.1 405B vs GLM 5.3 Flash

At a glance

Meta's largest open-weight model at 405B parameters.

63131K ctx#66/92

Z.ai's efficient multimodal model for fast coding and long-horizon agent tasks.

1.0M ctx$0.15/$0.50 per M
Demos
All demos

No shared demos for these models yet.

AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI· as of 2026-10-02
Capability
CapabilityECI62.7
Reasoning & Knowledge
Graduate Science50.9%
Math
Math Problems49.8%Competition Math9.7%
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-10-02
Capability
Capability—
Reasoning & Knowledge
Graduate Science77%90.2%
Math
Math Problems—Competition Math866%93.9%
Specs
131K
Context
16K
Max output
—
Released
1.0M
Context
256K
Max output
Aug 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Pricing not available
Live pricing, shown before you run
Input$0.15/M tokens
Output$0.50/M tokens
Cache read$0.03/M tokens
Chat with Llama 3.1 405BGo to model
Chat with GLM 5.3 FlashGo to model
Frequently Asked Questions: Llama 3.1 405B vs GLM 5.3 Flash▼

Which is better, Llama 3.1 405B or GLM 5.3 Flash?

▼

Both Llama 3.1 405B and GLM 5.3 Flash 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 has a larger context window, Llama 3.1 405B or GLM 5.3 Flash?

▼

GLM 5.3 Flash has a larger context window: Llama 3.1 405B supports 131K tokens vs GLM 5.3 Flash at 1M tokens.

Do both Llama 3.1 405B and GLM 5.3 Flash support vision?

▼

GLM 5.3 Flash supports vision/image input, but Llama 3.1 405B does not.

What are the key differences between Llama 3.1 405B and GLM 5.3 Flash?

▼

Key differences: only GLM 5.3 Flash supports vision input; only GLM 5.3 Flash 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 3.1 405B and GLM 5.3 Flash for free on idapt.app to see which performs better for your specific needs.

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