LiquidAI: LFM2-2.6B

LiquidAI: LFM2-2.6B

liquid · Released Oct 20, 2025 Professional
Intelligence #9 / 579
82.0 Our Score
Speed #8 / 275
344.8 tokens / sec
Input #127 / 579
$0.010 per 1M tokens
Output #127 / 579
$0.020 per 1M tokens
Context #395 / 579
32,768 tokens

Analysis Summary

LFM2-2.6B is LiquidAI's smallest publicly available model, a 2.6B parameter text-only system with no vision, tool use, or function calling. Its benchmark scores are among the lowest in the current field: intelligence index 2.7, coding index 1.4, and an MMLU Pro of 0.298 that is below random chance on many tasks.

For businesses, the use case is narrow. It could serve as a fast, cheap classifier or keyword extractor in a pipeline where a larger model handles anything requiring actual reasoning. The 32K context window is limiting, and there is no multimodal or agentic capability to speak of.

At $0.01 input and $0.02 output per million tokens, it is one of the cheapest models available. Its value is purely in cost-per-token for trivial tasks; any workflow requiring reliable language understanding should use a more capable model.

Assessed June 17, 2026

Editorial notes

LiquidAI LFM2-2.6B is a very small text-only model with near-minimal benchmark scores, useful only as an ultra-cheap component in high-volume, low-complexity pipelines.

Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?

Performance Profile

Intelligence1Technical0.5Value7.8Content2.2
Intelligence 1/10
Technical 0.5/10
Content 2.2/10
Value 7.8/10

How LiquidAI: LFM2-2.6B compares

LiquidAI: LFM2-2.6B ranks #352 of 380 AI models we track for overall intelligence, #302 of 317 for coding, #278 of 292 for agentic tasks. Its 33K-token context window is larger than 32% of the models we list. At $0.01 per million input tokens it is cheaper than 78% of comparable models.

About LiquidAI: LFM2-2.6B

LFM2 is a new generation of hybrid models developed by Liquid AI, specifically designed for edge AI and on-device deployment. It sets a new standard in terms of quality, speed, and memory efficiency.

6B Parameters

Performance Indices

Source: Artificial Analysis

2.7 Intelligence Index
1.4 Coding Index
7.1 Agentic Index
8.3 Math Index

Benchmark Scores

Intelligence

GPQA Diamond 30.6% Graduate-level scientific reasoning
HLE 5.2% Humanity's Last Exam
MMLU Pro 29.8% Multi-task language understanding
AIME 2025 8.3% Competition mathematics (2025)
SciCode 2.5% Scientific computing

Technical

LiveCodeBench 8.1% Live coding evaluation
TerminalBench Hard 0.8% Agentic terminal tasks
τ²-Bench 13.5% Conversational agent benchmark

Content

IFBench 19.5% Instruction following

Benchmark data from Artificial Analysis and Hugging Face

How does LiquidAI: LFM2-2.6B stack up?

Compare side-by-side with other professional models.

Compare Models

Model Information

OpenRouter ID liquid/lfm-2.2-6b
Providerliquid
Release Date October 20, 2025
Context Length32,768 tokens
Status Active

Pricing

Token Type Cost per 1M tokens Cost per 1K tokens
Input $0.01 $0.000010
Output $0.02 $0.000020

Frequently asked questions about LiquidAI: LFM2-2.6B

How much does LiquidAI: LFM2-2.6B cost?

LiquidAI: LFM2-2.6B costs $0.01 per million input tokens and $0.02 per million output tokens.

What is the context window of LiquidAI: LFM2-2.6B?

LiquidAI: LFM2-2.6B has a context window of 32,768 tokens (33K).

Is LiquidAI: LFM2-2.6B good for coding?

On our coding benchmark index, LiquidAI: LFM2-2.6B ranks #302 of 317 models, placing it in the broader range of the field for code generation and debugging.

Who created LiquidAI: LFM2-2.6B?

LiquidAI: LFM2-2.6B is developed by LiquidAI and was released on October 20, 2025.