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Mercury Coder vs o3 (Comparative Analysis)

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Comparative Analysis: Mercury Coder vs. o3
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Overview

o3 was released 14 days before Mercury Coder.
Mercury CoderMercury Coder
o3o3
Model Provider
The organization behind this AI's development
Inception logoInception
OpenAI logoOpenAI
Input Context Window
Maximum input tokens this model can process at once
128K
tokens
200K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
16.4K
tokens
100K
tokens
Release Date
When this model first became publicly available
April 30th, 2025
April 16th, 2025

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
Mercury Coder
o3
Input Types
Supported input formats
📝Text
🖼️Image📝Text📁File
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
OtherGPT
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation

Pricing

Mercury Coder is roughly 0.1x less expensive compared to o3 for input tokens and roughly 0.1x less expensive for output tokens.
Mercury CoderMercury Coder
o3o3
Input Token Cost
Cost per million input tokens
$0.25
per million tokens
$2.00
per million tokens
Output Token Cost
Cost per million outut tokens
$1.00
per million tokens
$8.00
per million tokens

Benchmarks

Compare relevant benchmarks between Mercury Coder and o3.
Mercury CoderMercury Coder
o3o3
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 Mercury Coder and o3 unique.
Inception logoMercury Coder by Inception can use external tools and APIs, generates structured data. It can handle standard conversations with its 128K token context window. Very affordable at $0.25/M input and $1.00/M output tokens. Released April 30th, 2025.
OpenAI logoo3 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 200K token context window. Reasonably priced at $2.00/M input and $8.00/M output tokens. Includes built-in content moderation for safer outputs. Released April 16th, 2025.

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