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Coder Large vs Gemini 1.5 Flash (Comparative Analysis)

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Comparative Analysis: Coder Large vs. Gemini 1.5 Flash
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Overview

Gemini 1.5 Flash was released 11 months before Coder Large.
Coder LargeCoder Large
Gemini 1.5 FlashGemini 1.5 Flash
Model Provider
The organization behind this AI's development
Arcee AI logoArcee AI
Google logoGoogle
Input Context Window
Maximum input tokens this model can process at once
32.8K
tokens
1M
tokens
Output Token Limit
Maximum output tokens this model can generate at once
Not specified
tokens
8.2K
tokens
Release Date
When this model first became publicly available
May 5th, 2025
May 14th, 2024

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
Coder Large
Gemini 1.5 Flash
Input Types
Supported input formats
📝Text
📝Text🖼️Image
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
OtherGemini
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation

Pricing

Coder Large is roughly 7.1x more expensive compared to Gemini 1.5 Flash for input tokens and roughly 2.7x more expensive for output tokens.
Coder LargeCoder Large
Gemini 1.5 FlashGemini 1.5 Flash
Input Token Cost
Cost per million input tokens
$0.50
per million tokens
$0.07
per million tokens
Output Token Cost
Cost per million outut tokens
$0.80
per million tokens
$0.30
per million tokens

Benchmarks

Compare relevant benchmarks between Coder Large and Gemini 1.5 Flash.
Coder LargeCoder Large
Gemini 1.5 FlashGemini 1.5 Flash
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 Coder Large and Gemini 1.5 Flash unique.
Arcee AI logoCoder Large by Arcee AI is a text-based AI model. It can handle standard conversations with its 32.8K token context window. Reasonably priced at $0.50/M input and $0.80/M output tokens. Released May 5th, 2025.
Google logoGemini 1.5 Flash by Google understands both text and images, can use external tools and APIs, generates structured data. It can handle standard conversations with its 1M token context window. Very affordable at $0.07/M input and $0.30/M output tokens. Released May 14th, 2024.

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