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GPT 6 Luna vs Ling 3.1 Flash

At a glance

OpenAI's fastest, most affordable GPT-6 tier for high-volume, latency-sensitive work.

1.1M ctx$0.10/$0.50 per M

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

262K ctx$0.07/$0.22 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
AgenticInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-10-02
Reasoning & Knowledge
Graduate Science90.5%Factual Recall41.4%
Math
Competition Math98.9%
Agentic
Novel Reasoning59.3%
Reasoning
CodingInsufficient data
AgenticInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Cheaper44%
Reasoning & Knowledge
Graduate Science—Factual Recall—
Math
Competition Math—
Agentic
Novel Reasoning—
Specs
1.1M
Context
128K
Max output
Sep 2026
Released
262K
Context
236K
Max output
Oct 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input$0.10/M tokens
Output$0.50/M tokens
Cache read33%$0.01/M tokens
Cache write$0.13/M tokens
Web search$0.01/search
Live pricing, shown before you run
Input25%$0.07/M tokens
Output55%$0.22/M tokens
Cache read$0.01/M tokens
Chat with GPT 6 LunaGo to model
Chat with Ling 3.1 FlashGo to model
Frequently Asked Questions: GPT 6 Luna vs Ling 3.1 Flash▼

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

▼

Both GPT 6 Luna and Ling 3.1 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 is cheaper, GPT 6 Luna or Ling 3.1 Flash?

▼

Ling 3.1 Flash has a lower blended cost. GPT 6 Luna: $0.10 input / $0.50 output. Ling 3.1 Flash: $0.07 input / $0.22 output.

Which has a larger context window, GPT 6 Luna or Ling 3.1 Flash?

▼

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

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

▼

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

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

▼

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

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