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inclusionAI: Ling 3.0 Flash VL API Pricing
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...
How much does inclusionAI: Ling 3.0 Flash VL cost for a real workload?
At 10M input + 2M output tokens per month, inclusionAI: Ling 3.0 Flash VL costs about $0.96 ($0.6 input + $0.36 output). Try your own volumes in the cost calculator.
What are cheaper alternatives to inclusionAI: Ling 3.0 Flash VL?
- Z.ai: GLM 5.3 Flash (batch) — $0.05 in / $0.18 out per 1M
- Meta: Llama 3.2 1B Instruct — $0.027 in / $0.201 out per 1M
- OpenAI: GPT-5 Nano (batch) — $0.025 in / $0.2 out per 1M
- Tencent: Hy-MT2-1.8B — $0.044 in / $0.177 out per 1M
- DeepSeek: DeepSeek V4 Flash Latest — $0.0422 in / $0.1729 out per 1M
- Qwen: Qwen3.5-9B — $0.08 in / $0.13 out per 1M
Where to run inclusionAI: Ling 3.0 Flash VL
AI/ML API: one API key for 400+ models, including most models tracked here · Novita AI: pay-as-you-go APIs for open models (DeepSeek, Qwen, Llama and more) plus GPU cloud. Prices there follow each platform's own catalog and can differ from the list prices tracked here.
Run it on AI/ML API →Run it on Novita AI →
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Compare inclusionAI: Ling 3.0 Flash VL with other models
inclusionAI: Ling 3.0 Flash VL vs inclusionAI: Ling 3.0 FlashinclusionAI: Ling 3.0 Flash VL vs inclusionAI: Ling 3.1 Flash
Frequently asked questions
How much does inclusionAI: Ling 3.0 Flash VL cost?
inclusionAI: Ling 3.0 Flash VL costs $0.06 per 1M input tokens and $0.18 per 1M output tokens (list price, snapshot October 22, 2026). At 10M input + 2M output tokens per month that is about $0.96.
What is the context window of inclusionAI: Ling 3.0 Flash VL?
inclusionAI: Ling 3.0 Flash VL has a context window of 131,072 tokens and can return up to 32,768 output tokens per response.
What are cheaper alternatives to inclusionAI: Ling 3.0 Flash VL?
Cheaper models include Z.ai: GLM 5.3 Flash (batch) ($0.05 in / $0.18 out), Meta: Llama 3.2 1B Instruct ($0.027 in / $0.201 out), OpenAI: GPT-5 Nano (batch) ($0.025 in / $0.2 out). See the full list on this page.
Is inclusionAI: Ling 3.0 Flash VL free to use?
No. inclusionAI: Ling 3.0 Flash VL is a paid model at $0.06 input / $0.18 output per 1M tokens. 21 free models are listed on the free models page.
Provider: inclusionai · Model ID: inclusionai/ling-3.0-flash-vl · Modality: text+image+video->text · Price snapshot October 22, 2026, refreshed daily. How we collect prices