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Ling 3.1 Flash vs GPT 6 Luna Pro

At a glance

InclusionAI's fast hybrid-reasoning MoE, 560B total with 25B active.

262K ctx$0/$0 per M

OpenAI's GPT-6 Luna served in pro reasoning mode for the hardest problems.

1.1M ctx$0.10/$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
No benchmarks available

This model hasn't been benchmarked yet.

Reasoning
CodingInsufficient data
AgenticInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Specs
262K
Context
33K
Max output
Oct 2026
Released
1.1M
Context
128K
Max output
Sep 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input$0/M
Output$0/M
Live pricing, shown before you run
Input$0.10/M tokens
Output$0.50/M tokens
Cache read$0.01/M tokens
Cache write$0.13/M tokens
Web search$0.01/search
Chat with Ling 3.1 FlashGo to model
Chat with GPT 6 Luna ProGo to model
Frequently Asked Questions: Ling 3.1 Flash vs GPT 6 Luna Pro▼

Which is better, Ling 3.1 Flash or GPT 6 Luna Pro?

▼

Both Ling 3.1 Flash and GPT 6 Luna Pro 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, Ling 3.1 Flash or GPT 6 Luna Pro?

▼

GPT 6 Luna Pro has a larger context window: Ling 3.1 Flash supports 262K tokens vs GPT 6 Luna Pro at 1.1M tokens.

Do both Ling 3.1 Flash and GPT 6 Luna Pro support vision?

▼

GPT 6 Luna Pro supports vision/image input, but Ling 3.1 Flash does not.

What are the key differences between Ling 3.1 Flash and GPT 6 Luna Pro?

▼

Key differences: only GPT 6 Luna Pro supports vision input. 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 Ling 3.1 Flash and GPT 6 Luna Pro for free on idapt.app to see which performs better for your specific needs.

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