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Models · Best cheap

LFM2.5-2.6B

by Liquid

LFM2.5-2.6B is a compact reasoning model from Liquid AI. It is suited for agent workflows, data extraction, RAG, and long-context processing.

Our verdict

Not reviewed yet

We have not reviewed LFM2.5-2.6B yet

No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.

How we review records

From the listing

About LFM2.5-2.6B

LFM2.5-2.6B is a compact reasoning model from Liquid AI. It is suited for agent workflows, data extraction, RAG, and long-context processing.

Notes

LFM2.5-2.6B is listed in the EDNA Models directory from the OpenRouter catalogue.

Key facts

What we have checked

Input price
$0.350 per million tokens
Checked OpenRouter models API
Output price
$0.500 per million tokens
Checked OpenRouter models API
Price on liquid
$0.040 per million cached input tokens
Checked OpenRouter models API
Price on liquid
$0.350 per million input tokens
Checked OpenRouter models API
Price on liquid
$0.500 per million output tokens
Checked OpenRouter models API
Latest version
liquid/lfm-2.5-2.6b-20260811
Checked OpenRouter models API
Time to first token (ms) on liquid
172
Checked OpenRouter models API
Output speed (tokens a second) on liquid
158
Checked OpenRouter models API
Tokens served on OpenRouter in a day
1.2B (for 31 Oct 2026)
Checked OpenRouter model activity (735 of 735 series)
Tool calls on OpenRouter in a day
21K (for 31 Oct 2026)
Checked OpenRouter model activity (735 of 735 series)
Artificial Analysis Intelligence Index
8.4
Checked Artificial Analysis via OpenRouter
Artificial Analysis Coding Index
7.7
Checked Artificial Analysis via OpenRouter

Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.

API access

How to call it

Call via OpenRouter with model id `liquid/lfm-2.5-2.6b`.

  • openrouter · liquid/lfm-2.5-2.6b · Docs

OpenRouter id: liquid/lfm-2.5-2.6b

Price

What LFM2.5-2.6B costs, over time

Input price

$0 to $0.350

US dollars per million input tokens. 18 Oct 2026 to 31 Oct 2026, 11 days.

Source: OpenRouter models API. Checked .

Output price

$0 to $0.500

US dollars per million output tokens. 18 Oct 2026 to 31 Oct 2026, 11 days.

Source: OpenRouter models API. Checked .

Prices by host

HostPriceOver timeChecked
liquidCached input$0.040 per million cached input tokensSince 27 Oct 2026No change recordedOpenRouter models API
liquidInput$0.350 per million input tokensSince 27 Oct 2026No change recordedOpenRouter models API
liquidOutput$0.500 per million output tokensSince 27 Oct 2026No change recordedOpenRouter models API

Usage

How much LFM2.5-2.6B is used

Tokens served a day

2.2B to 1.2B

tokens a day on OpenRouter. 19 Sept 2026 to 31 Oct 2026, 43 readings.

Source: OpenRouter model activity (735 of 735 series). Checked .

Scores

How LFM2.5-2.6B scores

Each score comes from the named source and shows when we last confirmed it. A flag means the score needs care.

ScoreValueSourceChecked
Artificial Analysis Intelligence Index8.4indexAs of 26 Oct 2026Artificial Analysis via OpenRouter
Artificial Analysis Coding Index7.7indexAs of 31 Oct 2026Artificial Analysis via OpenRouter

Sources

Where this comes from

A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.

Changelog

What changed

  1. Price changed

    output per mtok: 0 to 0.5

    Source: OpenRouter models API

  2. Price changed

    input per mtok: 0 to 0.35

    Source: OpenRouter models API

USAGE / OPENROUTER

How much LFM2.5-2.6B is used

Tokens processed through OpenRouter each day. It shows what developers actually run, not every company's private traffic.

Tokens, last 7 days
8.2B ▼42.8%
Requests, last 7 days
765K
Tool calls, last 7 days
150K
Average cost per request
1.4¢
Price per million tokens
$0.35 in · $0.5 out
05B10B19 Sept: 2.2B tokens, 207K requests20 Sept: 2.5B tokens, 220K requests21 Sept: 2.6B tokens, 228K requests22 Sept: 2.6B tokens, 228K requests23 Sept: 2.8B tokens, 233K requests24 Sept: 2.7B tokens, 228K requests25 Sept: 2.6B tokens, 240K requests26 Sept: 2.3B tokens, 255K requests27 Sept: 2.5B tokens, 244K requests28 Sept: 2.9B tokens, 273K requests29 Sept: 2.9B tokens, 267K requests30 Sept: 2.8B tokens, 248K requests1 Oct: 2.6B tokens, 238K requests2 Oct: 2.4B tokens, 237K requests3 Oct: 2.2B tokens, 230K requests4 Oct: 2.2B tokens, 240K requests5 Oct: 2.5B tokens, 244K requests6 Oct: 2.7B tokens, 260K requests7 Oct: 2.6B tokens, 247K requests8 Oct: 2.7B tokens, 261K requests9 Oct: 2.6B tokens, 257K requests10 Oct: 2.9B tokens, 287K requests11 Oct: 2.9B tokens, 301K requests12 Oct: 2.8B tokens, 302K requests13 Oct: 3.7B tokens, 369K requests14 Oct: 4.3B tokens, 409K requests15 Oct: 4.3B tokens, 439K requests16 Oct: 5.2B tokens, 509K requests17 Oct: 4.2B tokens, 398K requests18 Oct: 3.5B tokens, 377K requests19 Oct: 3.4B tokens, 361K requests20 Oct: 2B tokens, 225K requests21 Oct: 2.1B tokens, 229K requests22 Oct: 818M tokens, 154K requests23 Oct: 622M tokens, 166K requests24 Oct: 1.9B tokens, 185K requests25 Oct: 1.2B tokens, 104K requests26 Oct: 1.2B tokens, 108K requests27 Oct: 1.2B tokens, 108K requests28 Oct: 1.2B tokens, 110K requests29 Oct: 1.1B tokens, 110K requests30 Oct: 1.2B tokens, 113K requests31 Oct: 1.2B tokens, 112K requests19 Sept3 Oct17 Oct31 OctSee where it ranks on the leaderboard →

MODEL FIELD GUIDE / SOURCE EVIDENCE

What you can do with LFM2.5-2.6B.

Listed specifications; no EDNA task evaluation has been run. Sources checked 2026-10-26. Hosting routes and app features can differ.

DeveloperLiquid
Exact model identifierliquid/lfm-2.5-2.6b
Inputtext
Outputtext
Tool calling
Listed support
Structured output
Listed support
Reasoning controls
Listed support
Availability
available
Price basis
token
Licence verification
lfm1.0, open weights
Context length
128K tokens
Knowledge cutoff
Not established
Developer release date
Not established
First seen in the catalogue
11 Aug 2026
Listed retirement date
Not established
Inspect the sources and their scope
catalogue source ↗

liquid/lfm-2.5-2.6b: listed route capabilities, availability and prices; provider endpoints can differ.

Checked 2026-10-26
openrouter.ai ↗

Source for reasoning controls, first seen, tool calling, context length, input, output, structured output.

Checked 2026-10-26
Licence source ↗

Licence declared in the LiquidAI/LFM2.5-2.6B model repository on Hugging Face, which holds the weights files. Read the licence terms before use.

Checked 2026-10-26
How to evaluate a model for your work →

FROM SPECIFICATIONS TO YOUR WORK

Is this the right model for your job?

Start with a realistic sample. These workflows match the model’s listed capabilities, not a verified result on your task.

What would it cost?

Pick a common job and how many times a month you run it. Token sizes are our assumption for a typical run, shown under the result.

Working out the cost...

Token prices only. Per-request, image, tool, storage and subscription fees are not included. One token is about three quarters of an English word. Real counts vary by model and language. How tokens are counted ↗

Check the source

Price date: 31 Oct 2026, from OpenRouter models API. Prices are USD API token rates. Your app subscription, uploads, browsing and tools are separate.

Model source & availability ↗

Understand the evidence

Listed capabilities and third-party benchmark scores do not establish Enterprise DNA task-test results. Validate accuracy and total cost on your own sample.

Coding Index: 7.7 (2026-10-30) ↗
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