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Ling 3.0 Flash VL vs Kimi K2.7 Code

At a glance

InclusionAI's hybrid vision-language model, layering native visual perception on the Ling 3.0 Flash MoE (124B total, 5.5B active).

262K ctx$0.02/$0.06 per M

MoonshotAI's coding-focused Kimi model for end-to-end software engineering.

82262K ctx$0.67/$3.35 per M#20/92
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
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Cheaper98%
Capability
Capability—
Reasoning & Knowledge
Graduate Science—Factual Recall—
Math
Competition Math—
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-10-02
Capability
CapabilityECI81.8
Reasoning & Knowledge
Graduate Science87.9%Factual Recall36.5%
Math
Competition Math95.6%
Specs
262K
Context
33K
Max output
Sep 2026
Released
262K
Context
236K
Max output
Jun 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input97%$0.02/M tokens
Output98%$0.06/M tokens
Cache read98%$0.004/M tokens
Live pricing, shown before you run
Input$0.67/M tokens
Output$3.35/M tokens
Cache read$0.18/M tokens
Chat with Ling 3.0 Flash VLGo to model
Chat with Kimi K2.7 CodeGo to model
Frequently Asked Questions: Ling 3.0 Flash VL vs Kimi K2.7 Code▼

Which is better, Ling 3.0 Flash VL or Kimi K2.7 Code?

▼

Both Ling 3.0 Flash VL and Kimi K2.7 Code 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, Ling 3.0 Flash VL or Kimi K2.7 Code?

▼

Ling 3.0 Flash VL has a lower blended cost. Ling 3.0 Flash VL: $0.02 input / $0.06 output. Kimi K2.7 Code: $0.67 input / $3.35 output.

Which has a larger context window, Ling 3.0 Flash VL or Kimi K2.7 Code?

▼

Ling 3.0 Flash VL has a larger context window: Ling 3.0 Flash VL supports 262K tokens vs Kimi K2.7 Code at 262K tokens.

Do both Ling 3.0 Flash VL and Kimi K2.7 Code support vision?

▼

Yes, both Ling 3.0 Flash VL and Kimi K2.7 Code support vision/image input.

What are the key differences between Ling 3.0 Flash VL and Kimi K2.7 Code?

▼

Key differences: Ling 3.0 Flash VL is significantly cheaper. 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 3.0 Flash VL and Kimi K2.7 Code for free on idapt.app to see which performs better for your specific needs.

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