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Llama 3.1 Nemotron Ultra 253B v1 vs MiMo-V2-Omni (Comparative Analysis)

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Comparative Analysis: Llama 3.1 Nemotron Ultra 253B v1 vs. MiMo-V2-Omni
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Overview

Llama 3.1 Nemotron Ultra 253B v1 was released 11 months before MiMo-V2-Omni.
Llama 3.1 Nemotron Ultra 253B v1Llama 3.1 Nemotron Ultra 253B v1
MiMo-V2-OmniMiMo-V2-Omni
Model Provider
The organization behind this AI's development
NVIDIA logoNVIDIA
Xiaomi logoXiaomi
Input Context Window
Maximum input tokens this model can process at once
131.1K
tokens
262.1K
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
April 8th, 2025
March 18th, 2026

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
Llama 3.1 Nemotron Ultra 253B v1
MiMo-V2-Omni
Input Types
Supported input formats
📝Text
📝Text🎵Audio🖼️Image🎬Video
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
Llama3Other
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation
Open Source
Model availability
Available on HuggingFace →Proprietary

Pricing

Llama 3.1 Nemotron Ultra 253B v1 is roughly 1.5x more expensive compared to MiMo-V2-Omni for input tokens and roughly 0.9x less expensive for output tokens.
Llama 3.1 Nemotron Ultra 253B v1Llama 3.1 Nemotron Ultra 253B v1
MiMo-V2-OmniMiMo-V2-Omni
Input Token Cost
Cost per million input tokens
$0.60
per million tokens
$0.40
per million tokens
Output Token Cost
Cost per million outut tokens
$1.80
per million tokens
$2.00
per million tokens

Benchmarks

Compare relevant benchmarks between Llama 3.1 Nemotron Ultra 253B v1 and MiMo-V2-Omni.
Llama 3.1 Nemotron Ultra 253B v1Llama 3.1 Nemotron Ultra 253B v1
MiMo-V2-OmniMiMo-V2-Omni
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 Llama 3.1 Nemotron Ultra 253B v1 and MiMo-V2-Omni unique.
NVIDIA logoLlama 3.1 Nemotron Ultra 253B v1 by NVIDIA offers advanced reasoning, generates structured data. It can handle standard conversations with its 131.1K token context window. Reasonably priced at $0.60/M input and $1.80/M output tokens. Released April 8th, 2025.
Xiaomi logoMiMo-V2-Omni by Xiaomi 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 262.1K token context window. Reasonably priced at $0.40/M input and $2.00/M output tokens. Released March 18th, 2026.

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