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Ling 3.0 Flash VL vs Gemma 4 31B

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

Google's fourth-generation open dense model with native multimodal understanding.

262K ctx$0.09/$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
AgenticInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Cheaper80%
Reasoning & Knowledge
Graduate Science—Factual Recall—
Math
Competition Math—
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-10-02
Reasoning & Knowledge
Graduate Science75.8%Factual Recall10.4%
Math
Competition Math73.3%
Specs
262K
Context
33K
Max output
Sep 2026
Released
262K
Context
16K
Max output
Apr 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input77%$0.02/M tokens
Output82%$0.06/M tokens
Cache read92%$0.004/M tokens
Live pricing, shown before you run
Input$0.09/M tokens
Output$0.34/M tokens
Cache read$0.05/M tokens
Chat with Ling 3.0 Flash VLGo to model
Chat with Gemma 4 31BGo to model
Frequently Asked Questions: Ling 3.0 Flash VL vs Gemma 4 31B▼

Which is better, Ling 3.0 Flash VL or Gemma 4 31B?

▼

Both Ling 3.0 Flash VL and Gemma 4 31B 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 Gemma 4 31B?

▼

Ling 3.0 Flash VL has a lower blended cost. Ling 3.0 Flash VL: $0.02 input / $0.06 output. Gemma 4 31B: $0.09 input / $0.34 output.

Which has a larger context window, Ling 3.0 Flash VL or Gemma 4 31B?

▼

Ling 3.0 Flash VL has a larger context window: Ling 3.0 Flash VL supports 262K tokens vs Gemma 4 31B at 262K tokens.

Do both Ling 3.0 Flash VL and Gemma 4 31B support vision?

▼

Yes, both Ling 3.0 Flash VL and Gemma 4 31B support vision/image input.

What are the key differences between Ling 3.0 Flash VL and Gemma 4 31B?

▼

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 Gemma 4 31B for free on idapt.app to see which performs better for your specific needs.

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