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Claude Sonnet 5.5 vs Ling 3.0 Flash VL

At a glance

Anthropic's Sonnet-class model for well-scoped everyday work, a direct upgrade over Claude Sonnet 5.

1M ctx$2.00/$10.00 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 Science95.6%Factual Recall46.5%
Math
Competition Math100.0%
Reasoning
CodingInsufficient data
AgenticInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Cheaper99%
Reasoning & Knowledge
Graduate Science—Factual Recall—
Math
Competition Math—
Specs
1M
Context
128K
Max output
Sep 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$2.00/M tokens
Output$10.00/M tokens
Cache read$0.20/M tokens
Cache write$2.50/M tokens
Web search$0.01/search
Live pricing, shown before you run
Input99%$0.02/M tokens
Output99%$0.06/M tokens
Cache read98%$0.004/M tokens
Chat with Claude Sonnet 5.5Go to model
Chat with Ling 3.0 Flash VLGo to model
Frequently Asked Questions: Claude Sonnet 5.5 vs Ling 3.0 Flash VL▼

Which is better, Claude Sonnet 5.5 or Ling 3.0 Flash VL?

▼

Both Claude Sonnet 5.5 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, Claude Sonnet 5.5 or Ling 3.0 Flash VL?

▼

Ling 3.0 Flash VL has a lower blended cost. Claude Sonnet 5.5: $2.00 input / $10.00 output. Ling 3.0 Flash VL: $0.02 input / $0.06 output.

Which has a larger context window, Claude Sonnet 5.5 or Ling 3.0 Flash VL?

▼

Claude Sonnet 5.5 has a larger context window: Claude Sonnet 5.5 supports 1M tokens vs Ling 3.0 Flash VL at 262K tokens.

Do both Claude Sonnet 5.5 and Ling 3.0 Flash VL support vision?

▼

Yes, both Claude Sonnet 5.5 and Ling 3.0 Flash VL support vision/image input.

What are the key differences between Claude Sonnet 5.5 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 Claude Sonnet 5.5 and Ling 3.0 Flash VL for free on idapt.app to see which performs better for your specific needs.

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