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GPT-5.4 vs Relace Search (Comparative Analysis)

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Comparative Analysis: GPT-5.4 vs. Relace Search
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Overview

Relace Search was released 2 months before GPT-5.4.
GPT-5.4GPT-5.4
Relace SearchRelace Search
Model Provider
The organization behind this AI's development
OpenAI logoOpenAI
Relace logoRelace
Input Context Window
Maximum input tokens this model can process at once
1.1M
tokens
256K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
128K
tokens
128K
tokens
Release Date
When this model first became publicly available
March 5th, 2026
December 8th, 2025

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
GPT-5.4
Relace Search
Input Types
Supported input formats
📝Text🖼️Image📁File
📝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

Pricing

GPT-5.4 is roughly 2.5x more expensive compared to Relace Search for input tokens and roughly 5.0x more expensive for output tokens.
GPT-5.4GPT-5.4
Relace SearchRelace Search
Input Token Cost
Cost per million input tokens
$2.50
per million tokens
$1.00
per million tokens
Output Token Cost
Cost per million outut tokens
$15.00
per million tokens
$3.00
per million tokens

Benchmarks

Compare relevant benchmarks between GPT-5.4 and Relace Search.
GPT-5.4GPT-5.4
Relace SearchRelace Search
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-5.4 and Relace Search unique.
OpenAI logoGPT-5.4 by OpenAI understands both text and images, can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 1.1M token context window. Premium pricing at $2.50/M input and $15.00/M output tokens. Released March 5th, 2026.
Relace logoRelace Search by Relace can use external tools and APIs. It can handle standard conversations with its 256K token context window. Reasonably priced at $1.00/M input and $3.00/M output tokens. Released December 8th, 2025.

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