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LiquidAI/LFM2-8B-A1B vs Sonar Reasoning (Comparative Analysis)

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Comparative Analysis: LiquidAI/LFM2-8B-A1B vs. Sonar Reasoning
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Overview

Sonar Reasoning was released 8 months before LiquidAI/LFM2-8B-A1B.
LiquidAI/LFM2-8B-A1BLiquidAI/LFM2-8B-A1B
Sonar ReasoningSonar Reasoning
Model Provider
The organization behind this AI's development
Liquid logoLiquid
Perplexity logoPerplexity
Input Context Window
Maximum input tokens this model can process at once
32.8K
tokens
127K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
Not specified
tokens
Not specified
tokens
Release Date
When this model first became publicly available
October 20th, 2025
January 29th, 2025

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
LiquidAI/LFM2-8B-A1B
Sonar Reasoning
Input Types
Supported input formats
📝Text
📝Text
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
OtherOther
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation
Open Source
Model availability
Available on HuggingFace →Proprietary

Pricing

LiquidAI/LFM2-8B-A1B is roughly 0.05x less expensive compared to Sonar Reasoning for input tokens and roughly 0.02x less expensive for output tokens.
LiquidAI/LFM2-8B-A1BLiquidAI/LFM2-8B-A1B
Sonar ReasoningSonar Reasoning
Input Token Cost
Cost per million input tokens
$0.05
per million tokens
$1.00
per million tokens
Output Token Cost
Cost per million outut tokens
$0.10
per million tokens
$5.00
per million tokens

Benchmarks

Compare relevant benchmarks between LiquidAI/LFM2-8B-A1B and Sonar Reasoning.
LiquidAI/LFM2-8B-A1BLiquidAI/LFM2-8B-A1B
Sonar ReasoningSonar Reasoning
MMLU
Measures knowledge across 57 subjects like law, math, history, and science
Benchmark not available.
Benchmark not available.
MMMU
Measures understanding of combined text and images across various domains
Benchmark not available.
Benchmark not available.
HellaSwag
Measures common sense reasoning by having models complete sentences about everyday situations
Benchmark not available.
Benchmark not available.

At a Glance

Quick overview of what makes LiquidAI/LFM2-8B-A1B and Sonar Reasoning unique.
Liquid logoLiquidAI/LFM2-8B-A1B by Liquid is a text-based AI model. It can handle standard conversations with its 32.8K token context window. Very affordable at $0.05/M input and $0.10/M output tokens. Released October 20th, 2025.
Perplexity logoSonar Reasoning by Perplexity offers advanced reasoning. It can handle standard conversations with its 127K token context window. Reasonably priced at $1.00/M input and $5.00/M output tokens. Released January 29th, 2025.

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