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 →inclusionAI: Ling 3.0 Flash VL (free) vs OpenAI: GPT-5.4 Nano
inclusionAI: Ling 3.0 Flash VL (free) wins on 2 of 6 axes — pricing and capability skew in its favour for most workloads.
GPT-5.4 nano is the most lightweight and cost-efficient variant of the GPT-5.4 family, optimized for speed-critical and high-volume tasks. It supports text and image inputs and is designed for low-latency...
Model details →Side-by-side comparison
| Capability | inclusionAI: Ling 3.0 Flash VL (free) | OpenAI: GPT-5.4 Nano | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 262K | 400K | 🏆 OpenAI: GPT-5.4 Nano |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $0.00 | $0.20 | 🏆 inclusionAI: Ling 3.0 Flash VL (free) |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $0.00 | $1.25 | 🏆 inclusionAI: Ling 3.0 Flash VL (free) |
| 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 inclusionAI: Ling 3.0 Flash VL (free) better than OpenAI: GPT-5.4 Nano?
inclusionAI: Ling 3.0 Flash VL (free) wins on 2 of 6 axes — pricing and capability skew in its favour for most workloads.
What's the price difference between inclusionAI: Ling 3.0 Flash VL (free) and OpenAI: GPT-5.4 Nano?
Input: $0.00 vs $0.20 per 1M tokens. Output: $0.00 vs $1.25 per 1M tokens.
What context windows do inclusionAI: Ling 3.0 Flash VL (free) and OpenAI: GPT-5.4 Nano support?
inclusionAI: Ling 3.0 Flash VL (free) supports up to 262K tokens. OpenAI: GPT-5.4 Nano supports up to 400K tokens.
Do both inclusionAI: Ling 3.0 Flash VL (free) and OpenAI: GPT-5.4 Nano support tool calling?
inclusionAI: Ling 3.0 Flash VL (free): yes. OpenAI: GPT-5.4 Nano: yes.