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Gemma 4 31B vs Ling 3.0 Flash VL

At a glance

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

262K ctx$0.09/$0.34 per M

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

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

▼

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

▼

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

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

▼

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

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

▼

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

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

▼

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 Gemma 4 31B and Ling 3.0 Flash VL for free on idapt.app to see which performs better for your specific needs.

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