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Cogito v2.1 671B vs Gemini 2.5 Pro Preview 05-06 (Comparative Analysis)

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Comparative Analysis: Cogito v2.1 671B vs. Gemini 2.5 Pro Preview 05-06
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Overview

Gemini 2.5 Pro Preview 05-06 was released 6 months before Cogito v2.1 671B.
Cogito v2.1 671BCogito v2.1 671B
Gemini 2.5 Pro Preview 05-06Gemini 2.5 Pro Preview 05-06
Model Provider
The organization behind this AI's development
Deep Cogito logoDeep Cogito
Google logoGoogle
Input Context Window
Maximum input tokens this model can process at once
128K
tokens
1M
tokens
Output Token Limit
Maximum output tokens this model can generate at once
Not specified
tokens
65.5K
tokens
Release Date
When this model first became publicly available
November 13th, 2025
May 7th, 2025

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
Cogito v2.1 671B
Gemini 2.5 Pro Preview 05-06
Input Types
Supported input formats
📝Text
📝Text🖼️Image📁File🎵Audio🎬Video
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

Cogito v2.1 671B is roughly 1.0x less expensive compared to Gemini 2.5 Pro Preview 05-06 for input tokens and roughly 0.1x less expensive for output tokens.
Cogito v2.1 671BCogito v2.1 671B
Gemini 2.5 Pro Preview 05-06Gemini 2.5 Pro Preview 05-06
Input Token Cost
Cost per million input tokens
$1.25
per million tokens
$1.25
per million tokens
Output Token Cost
Cost per million outut tokens
$1.25
per million tokens
$10.00
per million tokens

Benchmarks

Compare relevant benchmarks between Cogito v2.1 671B and Gemini 2.5 Pro Preview 05-06.
Cogito v2.1 671BCogito v2.1 671B
Gemini 2.5 Pro Preview 05-06Gemini 2.5 Pro Preview 05-06
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 Cogito v2.1 671B and Gemini 2.5 Pro Preview 05-06 unique.
Deep Cogito logoCogito v2.1 671B by Deep Cogito offers advanced reasoning, generates structured data. It can handle standard conversations with its 128K token context window. Reasonably priced at $1.25/M input and $1.25/M output tokens. Released November 13th, 2025.
Google logoGemini 2.5 Pro Preview 05-06 by Google understands both text and images, handles audio, analyzes video, can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 1M token context window. Reasonably priced at $1.25/M input and $10.00/M output tokens. Released May 7th, 2025.

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