Ling-3.0-flash

What is Ling-3.0-flash?

Ling-3.0-flash is an AI model developed by Ant Bailing, classified as a large language model (LLM). It focuses on text processing and natural language generation. As a proprietary model, it is available via Ant Bailing's cloud API.

Pricing & Costs in 2026

Ling-3.0-flash is usage-based, priced at $0.07/1M input tokens and $0.22/1M output tokens. For context: 1 million tokens is approximately 750,000 words, or about 10 average-length books. At this aggressive price point, it is one of the most cost-effective options on the market, ideal for high-volume applications like chatbots, bulk document analysis, and automation.

Benchmarks & Performance

Ling-3.0-flash was evaluated on 2 different benchmarks, covering categories like Coding, overall. Results show moderate performance across available evaluations.

It's important to note that benchmarks measure specific aspects and don't capture the full user experience. Factors like instruction adherence, behavior in long conversations, and real-world task quality vary significantly between models and aren't always reflected in standard scores.

Recommended Use Cases

Ling-3.0-flash is suitable for a wide range of AI applications: high-volume chatbots and automated support, text generation, summarization, translation, and general assistance.

Comparison with Alternatives

In the 2026 AI model ecosystem, Ling-3.0-flash competes directly with similarly capable models. Ant Bailing competes in this segment against OpenAI, Anthropic, Google, and Meta. The choice between models depends on the specific use case, budget, latency requirements, and need for features like multimodality and tool calling.

For a detailed side-by-side comparison, use our comparison tool or check the overall model ranking.