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LFM2.5-2.6B

Liquid AIOpen weightsReasoningProvisionalReleased Aug 4, 2026Input: text
Compare with Gemma 4 E4BSource scores ↗OpenRouter ↗
Overall score
31.2
Rank 178 of 222 · 16.9–45.6
Context window
128K
128,000 tokens
Price per 1M tokens
— in · — out
No price listed
Blended price
—
3:1 input:output tokens
Output speed
—
Not measured yet

Category scores

Scores per capability area with the model's rank among ranked models in that category.

  1. 1Instruction following#11939.1
  2. 2Knowledge30.7
  3. 3Reasoning28.9
Higher is better. #N is the model's rank in that category, where it is eligible to be ranked.

Benchmark results (7)

As reported in system cards, papers and public evaluations. Position compares this model with every other model reporting the same benchmark.

Agentic & tool use

Claw-Eval62.9#17 of 36
τ³-bench results5.7#23 of 23
BFCL v456.9#11 of 19
PinchBench68.2#7 of 7

Coding

LiveCodeBench v659.4#38 of 46

Instruction following

IFBench59.2#32 of 42

Math

AIME 202551.9#28 of 38

Pricing by source

USD per 1M tokens.

SourceInputOutputCached in
List price———
OpenRouter liquid/lfm-2.5-2.6b:free———

Liquid AI's August 4, 2026 launch post and Hugging Face model card publish LFM2.5-2.6B under the LFM Open License v1.0 for local, on-device, and self-hosted use. Liquid does not publish a separate hosted API token price for this checkpoint, so BenchLM represents it as self-host/free-per-token before infrastructure costs.

Open weights

From the Hugging Face repository.

Parameters
2.7B
Licence
other
Downloads (30 days)
103.5K

Speed

Measured by us through OpenRouter (median of trials).

Not measured yet.

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