LightweightMistral

Ministral 8B

Ministral 8B is Mistral's lightweight multimodal model with 8 billion parameters, supporting text and image inputs with a 262K token context window.

Context 262K
Tier Lightweight
Modalities text, image
Input from
$0.070 / 1M tokens
across 2 providers

API Pricing

Cheapest on Amazon AWS 43% below avg
ProviderInput / 1MOutput / 1MUpdated
$0.070$0.0704/14/2026
$0.150$0.1504/14/2026
$0.150$0.1504/14/2026

Prices updated daily. Last check: 4/14/2026

Model Details

General

Creator
Mistral
Family
Ministral
Tier
Lightweight
Context Window
262K
Modalities
Text, Image

Capabilities

Tool Calling
No
Open Source
No

Strengths & Limitations

  • 262K token context window enables processing of lengthy documents
  • Multimodal support for both text and image inputs
  • 8 billion parameter size offers efficient inference compared to larger models
  • Extended context allows for complex document and image analysis workflows
  • Lightweight architecture suitable for cost-conscious deployments
  • Vision capabilities enable chart, diagram, and document understanding
  • No tool calling or function calling support
  • Proprietary model with weights not publicly available
  • Smaller parameter count may limit performance on complex reasoning tasks
  • Limited to text and image modalities only

Key Features

262K token context window
Text and image input processing
8 billion parameter architecture
Multimodal document analysis
Vision understanding for charts and diagrams
Streaming response generation
Extended context processing

About Ministral 8B

Ministral 8B is Mistral's lightweight multimodal model in the Ministral family, designed to balance efficiency with multimodal capabilities. As an 8 billion parameter model, it sits in the lightweight tier, offering a more resource-efficient alternative to larger models while maintaining strong performance across text and vision tasks. The model supports both text and image inputs with a substantial 262,144 token context window, enabling processing of long documents alongside visual content. This multimodal capability allows it to analyze images, charts, diagrams, and other visual content in combination with textual information. However, the model does not include tool calling functionality, focusing instead on direct text generation and visual understanding. Ministral 8B is positioned for applications requiring multimodal understanding without the computational overhead of larger models. Its combination of vision capabilities and extended context makes it suitable for document analysis, content moderation, and other tasks where both efficiency and multimodal processing are important considerations.

Common Use Cases

Ministral 8B is well-suited for multimodal applications where efficiency and cost-effectiveness are priorities. Its combination of vision capabilities and extended context makes it ideal for document analysis workflows, content moderation systems that need to process both text and images, educational content review, and customer service applications involving visual materials. The model's lightweight nature makes it appropriate for high-volume deployments where multimodal understanding is needed but the computational requirements of larger models would be prohibitive. Organizations processing mixed media content, performing visual document analysis, or building applications that need to understand both textual and visual information will find this model's balance of capabilities and efficiency particularly valuable.

Frequently Asked Questions

How much does Ministral 8B cost per million tokens?

Ministral 8B pricing varies by provider and may differ for input versus output tokens. Check the pricing table above for current rates across all providers offering this model.

What is Ministral 8B best used for?

Ministral 8B excels at multimodal tasks requiring both text and image understanding, such as document analysis, content moderation, and visual question answering. Its 262K context window and lightweight architecture make it ideal for high-volume applications needing efficient multimodal processing.

Does Ministral 8B support function calling?

No, Ministral 8B does not support tool calling or function calling capabilities. It focuses on text generation and multimodal understanding for direct response generation rather than external tool integration.