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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
- Qwen: Qwen3.5-9B — $0.08 in / $0.13 out per 1M
- Microsoft: Phi 4 — $0.07 in / $0.14 out per 1M
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 21, 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. 20 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 21, 2026, refreshed daily. How we collect prices