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Llama 4 Scout vs GLM 5.3

At a glance

Meta's efficient multimodal MoE model with 16 experts.

328K ctx$0.10/$0.30 per M

Z.ai's large-scale reasoning flagship for complex software engineering and long-horizon agent tasks.

1.0M ctx$1.40/$4.40 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
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Cheaper93%
Reasoning
CodingInsufficient data
AgenticInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Specs
328K
Context
16K
Max output
Apr 2025
Released
1.0M
Context
256K
Max output
Aug 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input93%$0.10/M tokens
Output93%$0.30/M tokens
Live pricing, shown before you run
Input$1.40/M tokens
Output$4.40/M tokens
Cache read$0.26/M tokens
Chat with Llama 4 ScoutGo to model
Chat with GLM 5.3Go to model
Frequently Asked Questions: Llama 4 Scout vs GLM 5.3▼

Which is better, Llama 4 Scout or GLM 5.3?

▼

Both Llama 4 Scout and GLM 5.3 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 4 Scout or GLM 5.3?

▼

Llama 4 Scout has a lower blended cost. Llama 4 Scout: $0.10 input / $0.30 output. GLM 5.3: $1.40 input / $4.40 output.

Which has a larger context window, Llama 4 Scout or GLM 5.3?

▼

GLM 5.3 has a larger context window: Llama 4 Scout supports 328K tokens vs GLM 5.3 at 1M tokens.

Do both Llama 4 Scout and GLM 5.3 support vision?

▼

Llama 4 Scout supports vision/image input, but GLM 5.3 does not.

What are the key differences between Llama 4 Scout and GLM 5.3?

▼

Key differences: Llama 4 Scout is significantly cheaper; only Llama 4 Scout supports vision input; only GLM 5.3 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 4 Scout and GLM 5.3 for free on idapt.app to see which performs better for your specific needs.

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