Auto-generated comparison

DeepSeek: DeepSeek V4 Flash Vision Exp 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.

Side-by-side comparison

CapabilityDeepSeek: DeepSeek V4 Flash Vision ExpinclusionAI: Ling 3.0 Flash VLWinner
Context window
Maximum number of input tokens the model can attend to in a single request.
1.0M131K🏆 DeepSeek: DeepSeek V4 Flash Vision Exp
Input price (per 1M)
Cost per million input tokens billed by the provider.
$0.22$0.06🏆 inclusionAI: Ling 3.0 Flash VL
Output price (per 1M)
Cost per million output tokens billed by the provider.
$0.66$0.18🏆 inclusionAI: Ling 3.0 Flash VL
Tool / function calling
First-class support for emitting structured tool calls.
YesYesTie
Vision input
Accepts image inputs alongside text.
YesYesTie
Reasoning mode
Internal chain-of-thought / extended-thinking support.
YesYesTie

Frequently asked questions

Is DeepSeek: DeepSeek V4 Flash Vision Exp 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 Flash Vision Exp and inclusionAI: Ling 3.0 Flash VL?

Input: $0.22 vs $0.06 per 1M tokens. Output: $0.66 vs $0.18 per 1M tokens.

What context windows do DeepSeek: DeepSeek V4 Flash Vision Exp and inclusionAI: Ling 3.0 Flash VL support?

DeepSeek: DeepSeek V4 Flash Vision Exp supports up to 1.0M tokens. inclusionAI: Ling 3.0 Flash VL supports up to 131K tokens.

Do both DeepSeek: DeepSeek V4 Flash Vision Exp and inclusionAI: Ling 3.0 Flash VL support tool calling?

DeepSeek: DeepSeek V4 Flash Vision Exp: yes. inclusionAI: Ling 3.0 Flash VL: yes.

Compare DeepSeek: DeepSeek V4 Flash Vision Exp with other models

Compare inclusionAI: Ling 3.0 Flash VL with other models