inclusionai/ling-3.0-flash-vlLing 3.0 Flash VL is inclusionAI’s AI model, released Sep 10, 2026. It costs $0.06/M input and $0.18/M output tokens, and handles a 131K-token context window.
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…
Scores on standardized evaluations. Higher is better — and rank shows where Ling 3.0 Flash VL lands among all models tracked on Model Beat.
Graduate-level scientific reasoning
Frontier of human expert knowledge
Scientific research coding
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…
Ling 3.0 Flash VL is an AI model developed by inclusionAI, released Sep 10, 2026.
Ling 3.0 Flash VL is served from $0.06 per million input tokens and $0.18 per million output tokens (cheapest credible provider on OpenRouter: DeepInfra).
Ling 3.0 Flash VL supports a context window of up to 131K tokens.
On standardized evaluations tracked by Epoch AI, Ling 3.0 Flash VL scores 86.2% on GPQA Diamond, 44.2% on SciCode, 22.0% on Humanity's Last Exam.
Benchmark data from Epoch AI (CC BY) and Artificial Analysis; pricing, specs & descriptions from OpenRouter. Data updated Sep 17, 2026.