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Ling 3.0 Flash VL vs DeepSeek V4 Pro (0813)

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

The GA release of DeepSeek's open 1.6T-parameter MoE flagship for advanced reasoning and long-horizon agents.

1.0M ctx$0.66/$1.98 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
Cheaper97%
Reasoning & Knowledge
Graduate Science—Factual Recall—
Math
Competition Math—
Agentic
Novel Reasoning—
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-10-02
Reasoning & Knowledge
Graduate Science91.7%Factual Recall52.9%
Math
Competition Math98.6%
Agentic
Novel Reasoning61.3%
Specs
262K
Context
33K
Max output
Sep 2026
Released
1.0M
Context
256K
Max output
Aug 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input97%$0.02/M tokens
Output97%$0.06/M tokens
Cache read81%$0.004/M tokens
Live pricing, shown before you run
Input$0.66/M tokens
Output$1.98/M tokens
Cache read$0.02/M tokens
Chat with Ling 3.0 Flash VLGo to model
Chat with DeepSeek V4 Pro (0813)Go to model
Frequently Asked Questions: Ling 3.0 Flash VL vs DeepSeek V4 Pro (0813)▼

Which is better, Ling 3.0 Flash VL or DeepSeek V4 Pro (0813)?

▼

Both Ling 3.0 Flash VL and DeepSeek V4 Pro (0813) 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 DeepSeek V4 Pro (0813)?

▼

Ling 3.0 Flash VL has a lower blended cost. Ling 3.0 Flash VL: $0.02 input / $0.06 output. DeepSeek V4 Pro (0813): $0.66 input / $1.98 output.

Which has a larger context window, Ling 3.0 Flash VL or DeepSeek V4 Pro (0813)?

▼

DeepSeek V4 Pro (0813) has a larger context window: Ling 3.0 Flash VL supports 262K tokens vs DeepSeek V4 Pro (0813) at 1M tokens.

Do both Ling 3.0 Flash VL and DeepSeek V4 Pro (0813) support vision?

▼

Ling 3.0 Flash VL supports vision/image input, but DeepSeek V4 Pro (0813) does not.

What are the key differences between Ling 3.0 Flash VL and DeepSeek V4 Pro (0813)?

▼

Key differences: Ling 3.0 Flash VL is significantly cheaper; only Ling 3.0 Flash VL 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 3.0 Flash VL and DeepSeek V4 Pro (0813) for free on idapt.app to see which performs better for your specific needs.

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