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GPT-4o-mini Search Preview vs LiquidAI/LFM2-2.6B (Comparative Analysis)

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Comparative Analysis: GPT-4o-mini Search Preview vs. LiquidAI/LFM2-2.6B
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Overview

GPT-4o-mini Search Preview was released 7 months before LiquidAI/LFM2-2.6B.
GPT-4o-mini Search PreviewGPT-4o-mini Search Preview
LiquidAI/LFM2-2.6BLiquidAI/LFM2-2.6B
Model Provider
The organization behind this AI's development
OpenAI logoOpenAI
Liquid logoLiquid
Input Context Window
Maximum input tokens this model can process at once
128K
tokens
32.8K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
16.4K
tokens
Not specified
tokens
Release Date
When this model first became publicly available
March 12th, 2025
October 20th, 2025

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
GPT-4o-mini Search Preview
LiquidAI/LFM2-2.6B
Input Types
Supported input formats
📝Text
📝Text
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
GPTOther
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation
Open Source
Model availability
ProprietaryAvailable on HuggingFace →

Pricing

GPT-4o-mini Search Preview is roughly 3.0x more expensive compared to LiquidAI/LFM2-2.6B for input tokens and roughly 6.0x more expensive for output tokens.
GPT-4o-mini Search PreviewGPT-4o-mini Search Preview
LiquidAI/LFM2-2.6BLiquidAI/LFM2-2.6B
Input Token Cost
Cost per million input tokens
$0.15
per million tokens
$0.05
per million tokens
Output Token Cost
Cost per million outut tokens
$0.60
per million tokens
$0.10
per million tokens

Benchmarks

Compare relevant benchmarks between GPT-4o-mini Search Preview and LiquidAI/LFM2-2.6B.
GPT-4o-mini Search PreviewGPT-4o-mini Search Preview
LiquidAI/LFM2-2.6BLiquidAI/LFM2-2.6B
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 GPT-4o-mini Search Preview and LiquidAI/LFM2-2.6B unique.
OpenAI logoGPT-4o-mini Search Preview by OpenAI generates structured data. It can handle standard conversations with its 128K token context window. Very affordable at $0.15/M input and $0.60/M output tokens. Includes built-in content moderation for safer outputs. Released March 12th, 2025.
Liquid logoLiquidAI/LFM2-2.6B 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.

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