Cogito V2 Preview Llama 109B vs gpt-oss-safeguard-20b (Comparative Analysis)

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Comparative Analysis: Cogito V2 Preview Llama 109B vs. gpt-oss-safeguard-20b

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Overview

Cogito V2 Preview Llama 109B was released 1 month before gpt-oss-safeguard-20b.

	Cogito V2 Preview Llama 109B	gpt-oss-safeguard-20b
Model Provider The organization behind this AI's development	Deepcogito	OpenAI
Input Context Window Maximum input tokens this model can process at once	32.8K tokens	131.1K 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	September 2, 2025 2 months ago September 2nd, 2025	October 29, 2025 17 days ago October 29th, 2025

Capabilities & Features

Compare supported features, modalities, and advanced capabilities

	Cogito V2 Preview Llama 109B	gpt-oss-safeguard-20b
Input Types Supported input formats	🖼️Image📝Text	📝Text
Output Types Supported output formats	📝Text	📝Text
Tokenizer Text encoding system	Llama4	GPT
Key Features Advanced capabilities	✓Function CallingStructured Output✓Reasoning ModeContent Moderation	✓Function Calling✓Structured Output✓Reasoning ModeContent Moderation
Open Source Model availability	Available on HuggingFace →	Available on HuggingFace →

Pricing

Cogito V2 Preview Llama 109B is roughly 2.6x more expensive compared to gpt-oss-safeguard-20b for input tokens and roughly 2.0x more expensive for output tokens.

	Cogito V2 Preview Llama 109B	gpt-oss-safeguard-20b
Input Token Cost Cost per million input tokens	$0.18 per million tokens	$0.07 per million tokens
Output Token Cost Cost per million outut tokens	$0.59 per million tokens	$0.30 per million tokens

Benchmarks

Compare relevant benchmarks between Cogito V2 Preview Llama 109B and gpt-oss-safeguard-20b.

	Cogito V2 Preview Llama 109B	gpt-oss-safeguard-20b
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 Preview Llama 109B and gpt-oss-safeguard-20b unique.

Cogito V2 Preview Llama 109B by Deepcogito understands both text and images, can use external tools and APIs, offers advanced reasoning. It can handle standard conversations with its 32.8K token context window. Very affordable at $0.18/M input and $0.59/M output tokens. Released September 2nd, 2025.

gpt-oss-safeguard-20b by OpenAI can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 131.1K token context window. Very affordable at $0.07/M input and $0.30/M output tokens. Released October 29th, 2025.