DeepSeek V4.1 Flash is a sparse mixture-of-experts model from DeepSeek, and the first built on the company's Causal Encoder-Decoder (CED) architecture. It activates 8B parameters on input and 16B on...
Model details →DeepSeek: DeepSeek V4.1 Flash vs inclusionAI: Ling 3.0 Flash VL
inclusionAI: Ling 3.0 Flash VL wins on 2 of 6 axes — pricing and capability skew in its favour for most workloads.
Ling 3.0 Flash VL builds on Ling 3.0 Flash (124B total / 5.5B active MoE from InclusionAI), further strengthening its language capabilities while adding native visual perception and advanced visual...
Model details →Side-by-side comparison
| Capability | DeepSeek: DeepSeek V4.1 Flash | inclusionAI: Ling 3.0 Flash VL | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 1.0M | 131K | 🏆 DeepSeek: DeepSeek V4.1 Flash |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $0.15 | $0.06 | 🏆 inclusionAI: Ling 3.0 Flash VL |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $0.60 | $0.18 | 🏆 inclusionAI: Ling 3.0 Flash VL |
| Tool / function calling First-class support for emitting structured tool calls. | Yes | Yes | Tie |
| Vision input Accepts image inputs alongside text. | Yes | Yes | Tie |
| Reasoning mode Internal chain-of-thought / extended-thinking support. | Yes | Yes | Tie |
Frequently asked questions
Is DeepSeek: DeepSeek V4.1 Flash better than inclusionAI: Ling 3.0 Flash VL?
inclusionAI: Ling 3.0 Flash VL wins on 2 of 6 axes — pricing and capability skew in its favour for most workloads.
What's the price difference between DeepSeek: DeepSeek V4.1 Flash and inclusionAI: Ling 3.0 Flash VL?
Input: $0.15 vs $0.06 per 1M tokens. Output: $0.60 vs $0.18 per 1M tokens.
What context windows do DeepSeek: DeepSeek V4.1 Flash and inclusionAI: Ling 3.0 Flash VL support?
DeepSeek: DeepSeek V4.1 Flash supports up to 1.0M tokens. inclusionAI: Ling 3.0 Flash VL supports up to 131K tokens.
Do both DeepSeek: DeepSeek V4.1 Flash and inclusionAI: Ling 3.0 Flash VL support tool calling?
DeepSeek: DeepSeek V4.1 Flash: yes. inclusionAI: Ling 3.0 Flash VL: yes.