Liquid AI review

Updated September 28, 2026 · DeployCue Editorial Team · Facts checked September 26, 2026

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Our verdict

Liquid AI suits teams that want their own models on their own hardware rather than a metered endpoint, because the LFM weights are free to download, run and fine-tune, including commercially under the stated revenue cap. The trade-off is depth: a 128,000 context ceiling and a single-vendor catalogue.

Key facts

Best for
Teams that want model weights to run on their own hardware without a token bill.
Models offered
LFM2.5-2.6B, LFM2.5-1.2B-Instruct, LFM2.5-1.2B-Thinking, LFM2.5-230M, LFM2.5-350M, LFM2.5-8B-A1B, LFM2.5-1.2B-JP-202606, LFM2-700M, LFM2-24B-A2B, LFM2.5-VL-3B, LFM2.5-VL-1.6B, LFM2.5-VL-450M, LFM2.5-Audio-1.5B, LFM2.5-Audio-1.5B-JP, LFM2.5-Encoder-350M, LFM2.5-Encoder-230M, LFM2.5-Embedding-350M, LFM2.5-ColBERT-350M, LFM2.5-VL-450M-Extract, LFM2.5-VL-1.6B-Extract, LFM2-350M-Math, LFM2-350M-PII-Extract-JP, LFM2-2.6B-Transcript, LFM2-350M-ENJP-MT, ShieldFlow (LFM PII), LFM2-2.6B-MMAI↗
Largest context window
128,000↗
Free credits
No credits: models free to download, run and fine-tune, including commercially, under $10M annual revenue↗
Legal entity
Liquid AI, Inc.↗
Headquarters
United States↗
Founded
2023↗
Support channels
Email, Help-centre, Community↗
Official website
liquid.ai

Facts checked September 26, 2026, 6 sources

Apps and profiles

Get the app
Google Play

Pros and cons

Pros

  • Free credits: no, and yet every model is free to download, run and fine-tune, including commercially under the stated revenue cap.
  • 128,000 of context in checkpoints small enough to run on your own machine, which suits private or offline work.
  • Liquid AI, Inc. is a US company founded 2023, publishing its own LFM line rather than resold weights.

Cons

  • Free credits: no, so commercial use past the stated annual revenue cap needs a separate arrangement.
  • Support runs on email, help centre and community, with no live chat or phone line listed.
  • A 128,000 context ceiling sits below the 1,000,000 site median for the largest context window.
Liquid AI

Ready to try Liquid AI?

Scored 8.8 / 10 by DeployCue.

Who it suits

  • Teams that want to run Liquid AI's LFM weights on their own hardware instead of paying per token.
  • Builders after vision, audio, embedding and PII work inside one small first-party catalogue.
  • Teams comfortable handling their own hosting and upgrades, since help runs through email, help centre and community.

Who should look elsewhere

  • Buyers who want a broad hosted catalogue: Azure AI Foundry fronts gpt 6 astra, gpt 6 luna and gpt 6 sol behind a metered endpoint.
  • Large companies above the free commercial cap, because free credits is a no once the stated revenue threshold is passed.
  • Teams that need live chat or phone support, since Liquid AI offers email, help centre and community only.

Frequently asked questions

What does it cost to run Liquid AI models?+

Free credits: no, and the models cost nothing to download, run and fine-tune, including commercially under a stated annual revenue cap. The catalogue runs LFM2.5 2.6B, LFM2.5 1.2B Instruct and LFM2.5 1.2B Thinking, so prototyping carries no token bill.

What is the largest context window Liquid AI supports?+

The largest context window across the library is 128,000. That sits well short of the 1,000,000 site median for the biggest window, so long-document work needs chunking or a different provider. The published model list shows no longer variant.

Who is behind Liquid AI?+

Liquid AI is Liquid AI, Inc., a US company founded 2023 and headquartered in the United States. The models are its own LFM line rather than resold third-party weights, so licensing questions go to the maker rather than to a gateway.

What kinds of models sit in the library?+

The library covers text, vision, audio, embedding, extraction and translation tasks: LFM2.5 2.6B, LFM2.5 1.2B Instruct and LFM2.5 1.2B Thinking. The set mixes small checkpoints with larger mixture models, and Japanese variants sit alongside English ones for transcription and PII work.

How do you get help from Liquid AI?+

Support runs through email, help centre and community. That covers written answers and a help centre, with a community space for peer advice. Live chat and phone are not listed, so time-sensitive production issues need your own escalation path.

Can I use the models inside a commercial product?+

Yes within limits: the models are free to download, run and fine-tune, including commercially, though the free terms apply under a stated annual revenue cap. The counterparty on those terms is Liquid AI, Inc., and above the cap you need a separate arrangement.

How does the catalogue compare with a hosted provider?+

Narrower. Azure AI Foundry lists gpt 6 astra, gpt 6 luna and gpt 6 sol behind a metered endpoint, chat, coding, embedding, image and video included, where Liquid AI instead hands you weights to run yourself.

When is a multi-vendor gateway a better pick?+

When variety matters more than running weights yourself. Supascale AI fronts DeepSeek V4 Pro, GPT 5.6 Sol and GPT 5.6 Terra from many vendors, while Liquid AI keeps one LFM line. Choose Liquid AI for control, the gateway for range.

Sources

  • docs.liquid.ai/lfm/models/complete-library checked September 26, 2026

    Backs: Largest context window

    “32K token context length for extended conversations and document processing (128K for LFM2.5-8B-A1B)”

  • liquid.ai checked September 26, 2026

    Backs: Founded

    “Est. 2023”

  • liquid.ai/faq checked September 26, 2026

    Backs: Support channels

    “Join our Discord, follow us on X and LinkedIn for announcements ... Or get in touch with us via our contact form”

  • liquid.ai/models checked September 26, 2026

    Backs: Models offered

    “Explore LFMs ... Text Models ... Vision-Language Models ... Audio Model ... Nano Models”

  • liquid.ai/pricing checked September 26, 2026

    Backs: Free credits

    “Liquid's foundation models are free to download, run, and fine-tune - including in commercial products - until your company's annual revenue passes $10 million USD.”

  • liquid.ai/privacy-policy checked September 26, 2026

    Backs: Headquarters, Legal entity

    “Attn: Liquid AI, Inc., 314 Main Street, Cambridge, Massachusetts 02142”

Compiled from 6 source pages, checked September 26, 2026. We did not open an account.

Not confirmed yet: Input price from, Output price from.

Liquid AI

Liquid AI

Teams that want model weights to run on their own hardware without a token bill.

8.8/10See alternatives