Ling-3.0-flash

Ling-3.0-flash is an artificial intelligence model developed by InclusionAI and released on August 4, 2026. The model records an intelligence index of 37.4 and a coding index of 50.6, while its math index remains unknown. Performance metrics indicate an output speed of 315.982 tokens per second with a time to first token of 1.608 seconds. Benchmark results for the model include 0.855 on GPQA, 0.221 on HLE, 0.411 on SciCode, and 0.6 on LCR. Pricing for Ling-3.0-flash is structured at $0.07 per 1 million input tokens and $0.22 per 1 million output tokens, resulting in a blended rate of $0.11 per 1 million tokens.