LiquidAI: LFM2-8B-A1B

LiquidAI: LFM2-8B-A1B

liquid · Released Oct 20, 2025 Efficient
Intelligence #279 / 561
30.6 Our Score
AA Index #354 / 368
7.0 Artificial Analysis
Input #119 / 561
$0.010 per 1M tokens
Output #119 / 561
$0.020 per 1M tokens
Context #380 / 561
32,768 tokens

Analysis Summary

LiquidAI: LFM2-8B-A1B sits in the Efficient tier on our leaderboard, ranked #279 of 561 published models on overall intelligence. At $0.010 input and $0.020 output per 1M tokens, it is among the most expensive on the market. It offers a mid-sized context window.

Editorial notes

LiquidAI LFM2-8B-A1B is an ultra-cheap edge model at $0.01 per million tokens, but its intelligence and coding indices are minimal, limiting it to the simplest classification or routing tasks.

Assessed May 14, 2026

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

Performance Profile

Intelligence1.8Technical0.9Value7.8Content2
Intelligence 1.8/10
Technical 0.9/10
Content 2/10
Value 7.8/10

LFM2-8B-A1B is an efficient on-device Mixture-of-Experts (MoE) model from Liquid AI’s LFM2 family, built for fast, high-quality inference on edge hardware. It uses 8.3B total parameters with only ~1.5B active per token, delivering strong performance while keeping compute and memory usage low—making it ideal for phones, tablets, and laptops.

8B Parameters

Performance Indices

Source: Artificial Analysis

7 Intelligence Index
2.3 Coding Index
10.5 Agentic Index
25.3 Math Index

Benchmark Scores

Intelligence

GPQA Diamond 34.4% Graduate-level scientific reasoning
HLE 4.9% Humanity's Last Exam
MMLU Pro 50.5% Multi-task language understanding
AIME 2025 25.3% Competition mathematics (2025)
SciCode 6.8% Scientific computing

Technical

LiveCodeBench 15.1% Live coding evaluation
τ²-Bench 10.5% Conversational agent benchmark

Content

IFBench 26.3% Instruction following

Benchmark data from Artificial Analysis and Hugging Face

How does LiquidAI: LFM2-8B-A1B stack up?

Compare side-by-side with other efficient models.

Compare Models

Model Information

OpenRouter ID liquid/lfm2-8b-a1b
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