Ling 3.0 Flash VL
by inclusionAIChat
Multimodal reasoning model for visual analysis, planning, and tool use
- Context
- 262K tokens
- Max output
- 32,768 tokens
- Parameters
- 125B total
- Released
- 2026-09-10
- Weights
- Open
- Licence
- mit
inclusionai/ling-3-0-flash-vl · also seen as deepinfra/ling-3.0-flash-vl, inclusionai/ling-3.0-flash-vl-20260910
Specifications
Full facts as recorded, incl. what is unknown.
- Released
- 2026-09-10
- Weights
- Opennot gated
- License
- mit
- Input
- Text, Image
- Output
- Text
- Context window
- 262,144 max across endpoints
- Max output
- 32,768
- Providers
- 2 + 6 gateways, not counted as providers
- Epoch Capabilities Index
- not evaluated
- Direct price range
- $0.060–$0.075 in · $0.18–$0.22 out per 1M tokens · across all 2 providers
More details
- Last updated
- 2026-09-10
- Knowledge cutoff
- Weights link
- Hugging Face · inclusionAI/Ling-3.0-flash-VL
- Parameters
- 125B total
Capabilities
Across all endpoints: supported if any endpoint supports it.
- Tool calling
- Parallel toolsunknown
- Structured output
- Reasoning
- Image input
- PDF input
- Audio input
- Audio outputunknown
- Video input
- Prompt caching
- Web searchunknown
- Computer useunknown
- System messagesunknown
- Assistant prefillunknown
- Temperature
- Streamingunknown
- Attachments
Endpoints
One row per provider and variant; gateways are listed separately.
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Price history
Atom feedNo change since 19 Oct 2026. The cheapest direct price has been $0.06 in / $0.18 out per 1M tokens at Deep Infra on every data refresh since then.
Tracked from 19 Oct 2026. Headline-eligible direct prices only, so a price the sanity check flags never draws a spike. Series as JSON
Cost calculator
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Similarly priced models
Blended rate per 1M tokens, each at its own cheapest provider (10M input : 2M output mix).
| Model | Blended/1M | In/1M | Out/1M | Context | vs Ling 3.0 Flash VL |
|---|---|---|---|---|---|
| Qwen2.5-Coder 32B InstructAlibaba (Qwen) | $0.0833 | $0.06 | $0.20 | 131K | +4% |
| Gemma 4 12B ITGoogle | $0.0833 | $0.05 | $0.25 | 32.8K | +4% |
| Phi 4 MultimodalMicrosoft | $0.0767 | $0.07 | $0.11 | 131K | −4% cheaper |
| Qwen TurboAlibaba (Qwen) | $0.0751 | $0.05 | $0.201 | 1M | −6% cheaper |
| MythoMax 13Bgryphe | $0.085 | $0.08 | $0.11 | 8.2K | +6% |
| nemotron-3-nano-30b-a3bNVIDIA | $0.075 | $0.05 | $0.20 | 262K | −6% cheaper |
| DeepSeek V4 FlashDeepSeek | $0.0729 | $0.0625 | $0.125 | 1.05M | −9% cheaper |
| Seed 2.0 MiniByteDance Seed | $0.0717 | $0.03 | $0.28 | 262K | −10% cheaper |
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