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Liquid AIReleased on Aug 12, 2026

LFM2.5-VL-3B: API Pricing, Context Window & Benchmarks

LFM2.5-VL-3B is a language model from Liquid AI, released in August 2026, with multimodal input.

LFM2.5-VL-3B is Liquid AI's open-weight vision-language model (~3.12B parameters; HF safetensors total 3,123,483,888) for on-device and edge image-text→text. Non-reasoning: answers directly for low latency. Builds on the LFM2.5-2.6B

LFM2.5-VL-3B benchmarks

Capability tiers

Standing within each category, adjusted for leaderboard depth.

Real tasks performance

High-confidence performance for LFM2.5-VL-3B across real-world prompt categories. Only 95% intervals at most 4 points wide are shown.

Performance by conversation depth

How LFM2.5-VL-3B holds up as conversations get longer.

Quality Tracker

LFM2.5-VL-3B Performance Across Datasets

Scores sourced from the model's scorecard, paper, or official blog posts

LLM Stats Logollm-stats.com - Mon Sep 07 2026
Notice missing or incorrect data?

LFM2.5-VL-3B model size

LFM2.5-VL-3B has 3.1 billion parameters and was trained on 34 trillion tokens. See how it compares to other models in the same parameter range.

ParametersTraining tokens
3.1B
34Ttokens
10885× tokens-to-params ratio
Small (3–10B)
3.1B
1B7B70B405B

LFM2.5-VL-3B latency

LFM2.5-VL-3B time to first token, sustained output throughput, and failed-request rate from live API traffic over the trailing 7 days.

LFM2.5-VL-3B examples

Recent arena outputs from LFM2.5-VL-3B, picked from the highest-ranked matchups.

LFM2.5-VL-3B license

LFM2.5-VL-3B is released under the LFM Open License v1.0 license, which permits commercial use, has 3.1B parameters.

License
LFM Open License v1.0
Commercial use allowed
Parameters
3.1B

Liquid AI LFM Open License v1.0 — open weights with a commercial-use threshold (annual revenue $10M+ requires a separate commercial license; qualified non-profits exempt for non-commercial/research use).

LFM2.5-VL-3B resources

Official sources for LFM2.5-VL-3B: official launch post, model weights.

LFM2.5-VL-3B vs other models

The most-compared alternatives to LFM2.5-VL-3B are Qwen3 VL 30B A3B Thinking, Qwen3 VL 8B Thinking, Nova 2 Sonic. Open any pair side-by-side for benchmarks, pricing, context, and latency.

Models like LFM2.5-VL-3B

Models ranked just above and below LFM2.5-VL-3B by LLM Stats score.

 

Qwen3 VL 30B A3B Thinking

Score pending
 

Qwen3 VL 8B Thinking

Score pending
 

Nova 2 Sonic

Score pending
 

Qwen3 VL 4B Thinking

Score pending
 

Qwen3 VL 8B Instruct

Score pending
 

Llama 3.2 11B Instruct

Score pending

FAQ

Common questions about LFM2.5-VL-3B.

When was LFM2.5-VL-3B released?

LFM2.5-VL-3B was released on August 12, 2026 by Liquid AI. This is the official LFM2.5-VL-3B release date tracked on LLM Stats.

How big is LFM2.5-VL-3B?

LFM2.5-VL-3B has 3.1 billion parameters. It was trained on 34.0 trillion tokens. It ships as an open-weight model, so you can download and run it on your own hardware.

Who created LFM2.5-VL-3B?

LFM2.5-VL-3B was created by Liquid AI.

What is the license for LFM2.5-VL-3B?

LFM2.5-VL-3B is released under the LFM Open License v1.0 license. This is an open-source / open-weight license that permits self-hosting.

Is LFM2.5-VL-3B multimodal?

Yes, LFM2.5-VL-3B is multimodal and can accept both text and images as input.

Where is the LFM2.5-VL-3B paper or technical report?

LFM2.5-VL-3B has a paper or technical report available at https://www.liquid.ai/blog/lfm2-5-vl-3b. Use that source for architecture, training, release and evaluation details.

What models should I compare LFM2.5-VL-3B against?

Common LFM2.5-VL-3B comparisons include LFM2.5-VL-3B vs Qwen3 VL 30B A3B Thinking, LFM2.5-VL-3B vs Qwen3 VL 8B Thinking, LFM2.5-VL-3B vs Nova 2 Sonic. Compare them side by side for benchmark scores, pricing, context window, latency and API availability.