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Ling 3.1 Flash vs Kimi K3

At a glance

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

262K ctx$0/$0 per M

MoonshotAI's 2.8T-parameter flagship for complex coding, knowledge work, and long-horizon agent runs.

1.0M ctx$0.44/$10.00 per M
Demos
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AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
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Reasoning
CodingInsufficient data
Sources:Epoch AI·Provider·OpenRouter· as of 2026-10-02
Reasoning & Knowledge
Graduate Science93.5%Expert-Level43.5%Factual Recall50.6%
Math
Competition Math97.2%
Agentic
Terminal Tasks88.3%Novel Reasoning60.4%
Specs
262K
Context
33K
Max output
Oct 2026
Released
1.0M
Context
256K
Max output
Jul 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$0.44/M tokens
Output$10.00/M tokens
Cache read$0.44/M tokens
Chat with Ling 3.1 FlashGo to model
Chat with Kimi K3Go to model
Frequently Asked Questions: Ling 3.1 Flash vs Kimi K3▼

Which is better, Ling 3.1 Flash or Kimi K3?

▼

Both Ling 3.1 Flash and Kimi K3 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 Kimi K3?

▼

Kimi K3 has a larger context window: Ling 3.1 Flash supports 262K tokens vs Kimi K3 at 1M tokens.

Do both Ling 3.1 Flash and Kimi K3 support vision?

▼

Kimi K3 supports vision/image input, but Ling 3.1 Flash does not.

What are the key differences between Ling 3.1 Flash and Kimi K3?

▼

Key differences: only Kimi K3 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 Kimi K3 for free on idapt.app to see which performs better for your specific needs.

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