--- title: "InclusionAI Ling collection — distinct SKUs · Undominated.ai" canonical: https://undominated.ai/families/ling/ description: "Compare the accepted InclusionAI Ling catalogue rows by exact checkpoint, capability and price. This collection organises related names; official equivalence, shared licences and shared benchmark results are not established." --- # InclusionAI Ling collection — distinct SKUs · Undominated.ai > Compare the accepted InclusionAI Ling catalogue rows by exact checkpoint, capability and price. This collection organises related names; official equivalence, shared licences and shared benchmark results are not established. inclusionAI / lineage # InclusionAI Ling collection Compare the accepted InclusionAI Ling catalogue rows by exact checkpoint, capability and price. This collection organises related names; official equivalence, shared licences and shared benchmark results are not established. Family research reviewed 2026-09-22 · Catalogue evidence; official lineage not established Standard models 3 Independently rated 0 / 3 Known token rates 3 / 3 Global balanced frontier 0 [Compare the members ↓](#members)[Read source notes](#source-notes)[All families](https://undominated.ai/families/) [Compare models](https://undominated.ai/compare/) Comparison context Choose up to three standard models in Compare. Requirements and prompt length apply in Compare. This page keeps its stated price basis and workload controls. This collection organises accepted catalogue identities. It does not certify equal weights, a shared licence, benchmark equivalence or current availability on every serving platform. ## Compare exact catalogue rows USD per 1M tokens. In / out are listed base rates; expand billing conditions before planning a request. LMArena scores measure the general preference board, not success on your engineering task. Unknown stays unknown. ### Catalogue members | Model | LMArena | Input / output $/M | Context / max output | Capabilities & conditions | | --- | --- | --- | --- | --- | | [Ling 3.0 Flash VL](https://undominated.ai/models/inclusionai__ling-3.0-flash-vl/) [Check](https://undominated.ai/check/inclusionai__ling-3.0-flash-vl/) [Compare](https://undominated.ai/compare/?models=inclusionai%2Fling-3.0-flash-vl) [Full evidence ↗](https://undominated.ai/models/inclusionai__ling-3.0-flash-vl/) inclusionai/ling-3.0-flash-vl | Unrated | $0.060 / $0.180 Listed base rates Billing details Cached input $0.012 Separate reasoning Not separately listed Tool, media, cache-write and service-tier charges may add dimensions. Read the full model evidence. | 262,144 Output 32,768 | text · image · video Tools yes · reasoning yes Weights unknown Released 2026-09-10 | | [Ling 3.0 Flash Fin](https://undominated.ai/models/inclusionai__ling-3.0-flash-fin/) [Check](https://undominated.ai/check/inclusionai__ling-3.0-flash-fin/) [Compare](https://undominated.ai/compare/?models=inclusionai%2Fling-3.0-flash-fin) [Full evidence ↗](https://undominated.ai/models/inclusionai__ling-3.0-flash-fin/) inclusionai/ling-3.0-flash-fin | Unrated | $0.060 / $0.180 Listed base rates Billing details Cached input $0.012 Separate reasoning Not separately listed Tool, media, cache-write and service-tier charges may add dimensions. Read the full model evidence. | 262,144 Output 235,929 | text Tools yes · reasoning yes Weights unknown Released 2026-08-27 | | [Ling 3.0 Flash](https://undominated.ai/models/inclusionai__ling-3.0-flash/) [Check](https://undominated.ai/check/inclusionai__ling-3.0-flash/) [Compare](https://undominated.ai/compare/?models=inclusionai%2Fling-3.0-flash) [Full evidence ↗](https://undominated.ai/models/inclusionai__ling-3.0-flash/) inclusionai/ling-3.0-flash | Unrated | $0.021 / $0.063 Listed base rates Billing details Cached input $0.0042 Separate reasoning Not separately listed Tool, media, cache-write and service-tier charges may add dimensions. Read the full model evidence. | 262,144 Output 32,768 | text Tools yes · reasoning yes Weights unknown Released 2026-07-23 | ## Free and batch variants These rows have different access or processing conditions. They are excluded from the standard-row counts above. A variant without a standard base remains a separately named variant. - [Ling 3.0 Flash Sante (free)](https://undominated.ai/models/inclusionai__ling-3.0-flash-sante__free/) free · free in / free out per 1M - [Ling 3.0 Flash Fin (free)](https://undominated.ai/models/inclusionai__ling-3.0-flash-fin__free/) free · free in / free out per 1M ## Named, but absent from the accepted catalogue - inclusionai/ling-3.0-flash-vl:free has no accepted row. No price or score is inferred. ## Sources and scope Membership is supported by the accepted marketplace catalogue. This collection has no independently checked official lineage source in this research pass. Source review does not refresh a price or transplant a benchmark score. [Read the method](https://undominated.ai/methodology/) and [correction policy](https://undominated.ai/corrections/). ## Questions this page answers Are the InclusionAI Ling collection models interchangeable? No. These are exact catalogue rows with separate capability, pricing and rating evidence. Compare the checkpoint, serving endpoint, reasoning settings and required input types. A family name does not establish equivalent behaviour. How many inclusionAI rows are compared here? 3 standard rows, of which 0 have an accepted LMArena general score and 3 have known input and output token rates. 2 related free or batch variants are listed separately. What do the prices and frontier counts mean? Prices below are listed US dollars per million input or output tokens, before request-specific context tiers and other billing dimensions. The frontier count comes from the global balanced view. Neither a family price range nor a benchmark difference proves your task will be cheaper or more successful. How current are the official notes? The linked family research was reviewed 2026-09-22. That date is separate from each accepted catalogue observation and each vendor’s effective date. An official note applies to its named platform, not automatically to every reseller. ## Continue your investigation - [Compare exact models](/compare/) - [Inspect model evidence](/models/) - [Check lifecycle notices](/deprecations/) - [Estimate local capacity](/self-host/)