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GPT 5.6 Luna vs Llama 3.2 11B Vision

At a glance

OpenAI's fastest, most affordable GPT-5.6 tier for high-volume, latency-sensitive work.

1.1M ctx$1.00/$6.00 per M

Compact 11B vision model from Meta for multimodal tasks.

131K ctx$0.34/$0.34 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
Reasoning
CodingInsufficient data
MathInsufficient data
Sources:Provider·OpenRouter· as of 2026-07-11
Reasoning & Knowledge
Graduate Science92.3%
Agentic
Terminal Tasks84.7%
CodingInsufficient data
AgenticInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Cheaper85%
Reasoning & Knowledge
Graduate Science—
Agentic
Terminal Tasks—
Specs
1.1M
Context
128K
Max output
Jul 2026
Released
131K
Context
16K
Max output
Sep 2024
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input$1.00/M tokens
Output$6.00/M tokens
Cache read$0.10/M tokens
Cache write$1.25/M tokens
Web search$0.01/search
Live pricing, shown before you run
Input66%$0.34/M tokens
Output94%$0.34/M tokens
Chat with GPT 5.6 LunaGo to model
Chat with Llama 3.2 11B VisionGo to model
Frequently Asked Questions: GPT 5.6 Luna vs Llama 3.2 11B Vision▼

Which is better, GPT 5.6 Luna or Llama 3.2 11B Vision?

▼

Both GPT 5.6 Luna and Llama 3.2 11B Vision 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, GPT 5.6 Luna or Llama 3.2 11B Vision?

▼

Llama 3.2 11B Vision has a lower blended cost. GPT 5.6 Luna: $1.00 input / $6.00 output. Llama 3.2 11B Vision: $0.34 input / $0.34 output.

Which has a larger context window, GPT 5.6 Luna or Llama 3.2 11B Vision?

▼

GPT 5.6 Luna has a larger context window: GPT 5.6 Luna supports 1.1M tokens vs Llama 3.2 11B Vision at 131K tokens.

Do both GPT 5.6 Luna and Llama 3.2 11B Vision support vision?

▼

Yes, both GPT 5.6 Luna and Llama 3.2 11B Vision support vision/image input.

What are the key differences between GPT 5.6 Luna and Llama 3.2 11B Vision?

▼

Key differences: Llama 3.2 11B Vision is significantly cheaper; only GPT 5.6 Luna 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 GPT 5.6 Luna and Llama 3.2 11B Vision for free on idapt.app to see which performs better for your specific needs.

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