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Model Profiles

Detailed profiles for each Swiss-hosted model. Specifications and pricing are drawn directly from the live model catalog.

Chat & Document Analysis & Reasoning - Large​

Description​

large-scale model, rivalling leading models or leading models Opus across a broad range of complex tasks ● Advanced multilingual capabilities ● Reasoning mode can be enabled to dynamically tailor responses to the context and complexity of queries

Specifications​

  • Context window: Not specified
  • Max output tokens: Not specified
  • Vision support: Yes
  • Reasoning mode: Yes
  • Function calling: Yes
  • Streaming: Yes
  • Availability: API only

Ideal Use Cases​

  • Document Analysis
  • Chat
  • Vision
  • Reasoning
  • Function Calling

Pricing​

  • Input: ... per million tokens
  • Output: ... per million tokens

Document Analysis - Small​

Description​

Optimized for multilingual dialogue use cases

Specifications​

  • Context window: 32,768 tokens
  • Max output tokens: Not specified
  • Vision support: Yes
  • Reasoning mode: No
  • Function calling: Yes
  • Streaming: Yes
  • Availability: API only

Ideal Use Cases​

  • Document Analysis
  • Chat
  • Vision
  • Function Calling

Pricing​

  • Input: ... per million tokens
  • Output: ... per million tokens

Document Analysis - Xtra Small​

Description​

Optimized for compact and efficient vision-language model

Specifications​

  • Context window: 16,384 tokens
  • Max output tokens: Not specified
  • Vision support: Yes
  • Reasoning mode: No
  • Function calling: No
  • Streaming: Yes
  • Availability: API only

Ideal Use Cases​

  • Document Analysis
  • Chat
  • Vision

Pricing​

  • Input: ... per million tokens
  • Output: ... per million tokens

Fast Reasoning & Instruction Following - Small​

Description​

Optimized for Reasoning and instruction-following capabilities

Specifications​

  • Context window: 32,768 tokens
  • Max output tokens: Not specified
  • Vision support: No
  • Reasoning mode: No
  • Function calling: Yes
  • Streaming: Yes
  • Availability: API only

Ideal Use Cases​

  • Thinking
  • Chat
  • Data Analysis
  • Function Calling

Pricing​

  • Input: ... per million tokens
  • Output: ... per million tokens

Reasoning & Problem Solving - Small​

Description​

Optimized for thinking and reasoning

Specifications​

  • Context window: 32,768 tokens
  • Max output tokens: Not specified
  • Vision support: No
  • Reasoning mode: Yes
  • Function calling: Yes
  • Streaming: Yes
  • Availability: API only

Ideal Use Cases​

  • Thinking
  • Chat
  • Reasoning
  • Function Calling

Pricing​

  • Input: ... per million tokens
  • Output: ... per million tokens

Llama 4 Maverick multi modal - Small​

Description​

Optimized for text and multimodal experiences

Specifications​

  • Context window: 32,768 tokens
  • Max output tokens: Not specified
  • Vision support: Yes
  • Reasoning mode: No
  • Function calling: Yes
  • Streaming: Yes
  • Availability: API only

Ideal Use Cases​

  • Document Analysis
  • Chat
  • Vision
  • Function Calling

Pricing​

  • Input: ... per million tokens
  • Output: ... per million tokens

Reasoning & Agent tasks - Large​

Description​

Optimized for powerful reasoning, agentic tasks, and versatile developer use cases

Specifications​

  • Context window: 65,536 tokens
  • Max output tokens: Not specified
  • Vision support: No
  • Reasoning mode: Yes
  • Function calling: Yes
  • Streaming: Yes
  • Availability: API only

Ideal Use Cases​

  • Data Analysis
  • Chat
  • Thinking
  • Agent
  • Reasoning
  • Function Calling

Pricing​

  • Input: ... per million tokens
  • Output: ... per million tokens

Reasoning & Problem Solving - Medium​

Description​

Optimized for thinking and reasoning

Specifications​

  • Context window: 32,768 tokens
  • Max output tokens: Not specified
  • Vision support: No
  • Reasoning mode: Yes
  • Function calling: Yes
  • Streaming: Yes
  • Availability: API only

Ideal Use Cases​

  • Thinking
  • Chat
  • Reasoning
  • Function Calling

Pricing​

  • Input: ... per million tokens
  • Output: ... per million tokens

Reasoning & Problem Solving - Xtra Large​

Description​

Optimized for Reasoning chat completions. Reasoning model

Specifications​

  • Context window: Not specified
  • Max output tokens: Not specified
  • Vision support: No
  • Reasoning mode: No
  • Function calling: No
  • Streaming: Yes
  • Availability: API only

Ideal Use Cases​

  • Thinking
  • Chat

Pricing​

  • Input: ... per million tokens
  • Output: ... per million tokens

Reasoning & Tool Use - Large (GLM-4.5 Air)​

Description​

ZhipuAI GLM-4.5-Air. Mixture-of-Experts model with 106B total / 12B active parameters. Hybrid reasoning with configurable thinking mode, strong tool/function calling and code generation capabilities. 128K context window.

Specifications​

  • Context window: 131,072 tokens
  • Max output tokens: Not specified
  • Vision support: No
  • Reasoning mode: Yes
  • Function calling: Yes
  • Streaming: Yes
  • Availability: API only

Ideal Use Cases​

  • Thinking
  • Chat
  • Function Calling
  • Reasoning

Pricing​

  • Input: ... per million tokens
  • Output: ... per million tokens

Search, Chat & Analysis - Small​

Description​

Optimized for web search and chat. Suitable for artists and content creation, including storytelling

Specifications​

  • Context window: Not specified
  • Max output tokens: Not specified
  • Vision support: Yes
  • Reasoning mode: No
  • Function calling: No
  • Streaming: Yes
  • Availability: API only

Ideal Use Cases​

  • Web Search
  • Chat
  • Vision

Pricing​

  • Input: ... per million tokens
  • Output: ... per million tokens

Chat, Document Analysis & Agent tasks - Xtra Large​

Description​

Very large-scale model, rivalling leading models or leading models Opus across a broad range of complex tasks ● Advanced multilingual capabilities ● Reasoning mode can be enabled to dynamically tailor responses to the context and complexity of queries ● Optimized for powerful reasoning, agentic tasks, and versatile developer use cases

Specifications​

  • Context window: 250,000 tokens
  • Max output tokens: Not specified
  • Vision support: Yes
  • Reasoning mode: Yes
  • Function calling: Yes
  • Streaming: Yes
  • Availability: Chat UI & API

Ideal Use Cases​

  • Chat
  • Document Analysis
  • Agent
  • Coding
  • Thinking
  • Web Search
  • Vision
  • Reasoning
  • Function Calling

Pricing​

  • Input: ... per million tokens
  • Output: ... per million tokens

Document Analysis & OCR - Small (DeepSeek OCR)​

Description​

DeepSeek OCR. 3B parameter vision-language model specialized for optical character recognition and document understanding. Excels at converting documents to structured text/markdown, table extraction, and mathematical content recognition.

Specifications​

  • Context window: 8,192 tokens
  • Max output tokens: Not specified
  • Vision support: Yes
  • Reasoning mode: No
  • Function calling: No
  • Streaming: Yes
  • Availability: API only

Ideal Use Cases​

  • Document Analysis
  • Vision

Pricing​

  • Input: ... per million tokens
  • Output: ... per million tokens

Chat, Multi-lingual, Coding & function calling - Small​

Description​

Mistral

Specifications​

  • Context window: 128,000 tokens
  • Max output tokens: Not specified
  • Vision support: No
  • Reasoning mode: No
  • Function calling: Yes
  • Streaming: Yes
  • Availability: Chat UI & API

Ideal Use Cases​

  • Chat
  • Multi-lingual
  • Coding
  • Function Calling

Pricing​

  • Input: ... per million tokens
  • Output: ... per million tokens

Chat, Document Analysis, Coding & Reasoning - Xtra Large​

Description​

Multi modal model, optimized for chat, document analysis, coding and reasoning.

Specifications​

  • Context window: 1,000,000 tokens
  • Max output tokens: Not specified
  • Vision support: Yes
  • Reasoning mode: Yes
  • Function calling: Yes
  • Streaming: Yes
  • Availability: Chat UI & API

Ideal Use Cases​

  • Chat
  • Document Analysis
  • Coding
  • Thinking
  • Data Analysis
  • Vision
  • Reasoning
  • Function Calling

Pricing​

  • Input: ... per million tokens
  • Output: ... per million tokens

Chat, Vision, Document Analysis & Reasoning - Medium​

Description​

Best in class multi-modal model, optimized for chat, vision, document analysis, coding and reasoning.

Specifications​

  • Context window: 256,000 tokens
  • Max output tokens: Not specified
  • Vision support: Yes
  • Reasoning mode: Yes
  • Function calling: Yes
  • Streaming: Yes
  • Availability: Chat UI & API

Ideal Use Cases​

  • Chat
  • Vision
  • Document Analysis
  • Coding
  • Thinking
  • Reasoning
  • Function Calling

Pricing​

  • Input: ... per million tokens
  • Output: ... per million tokens

inference-miner-u25​

Description​

Vision-language model optimized for document analysis and parsing.

Specifications​

  • Context window: Not specified
  • Max output tokens: Not specified
  • Vision support: No
  • Reasoning mode: No
  • Function calling: No
  • Streaming: Yes
  • Availability: API only

Ideal Use Cases​

  • Vision
  • Document Analysis

Pricing​

  • Input: ... per million tokens
  • Output: ... per million tokens

Reasoning & Tool Use - Xtra Large (GLM-5.2)​

Description​

ZhipuAI GLM-5.2 Hybrid reasoning with configurable thinking mode, strong tool/function calling and code generation capabilities. Same pricing tier as GLM-5.1 on this provider; exact parameter count not published by the provider.

Specifications​

  • Context window: Not specified
  • Max output tokens: Not specified
  • Vision support: No
  • Reasoning mode: Yes
  • Function calling: Yes
  • Streaming: Yes
  • Availability: Chat UI & API

Ideal Use Cases​

  • Thinking
  • Chat
  • Function Calling
  • Reasoning

Pricing​

  • Input: ... per million tokens
  • Output: ... per million tokens

Apertus Swiss LLM - Large (v1.5)​

Description​

Apertus v1.5. Ideal for multilingual services, government agencies and R&D teams looking for a reliable, adaptable model ● Data and methods documented for unprecedented transparency ● Compliant with the AI Act and respectful of privacy and intellectual property ● A 70B version with performance on a par with current market leaders

Specifications​

  • Context window: 65,536 tokens
  • Max output tokens: Not specified
  • Vision support: No
  • Reasoning mode: No
  • Function calling: Yes
  • Streaming: Yes
  • Availability: Chat UI & API

Ideal Use Cases​

  • Chat
  • Multi-lingual
  • Swiss LLM
  • Function Calling

Pricing​

  • Input: ... per million tokens
  • Output: ... per million tokens

Chat & Reasoning - Small (Nemotron 3 Nano)​

Description​

NVIDIA Nemotron 3 Nano — a compact mixture-of-experts model (30B total, ~3B active parameters) built for fast, low-cost chat and reasoning. Cheapest model in the catalog per token; a good fit for high-volume or latency-sensitive workloads.

Specifications​

  • Context window: Not specified
  • Max output tokens: Not specified
  • Vision support: No
  • Reasoning mode: Yes
  • Function calling: No
  • Streaming: Yes
  • Availability: API only

Ideal Use Cases​

  • Chat
  • Thinking
  • Reasoning

Pricing​

  • Input: ... per million tokens
  • Output: ... per million tokens

Chat, Coding & Function Calling - Medium (Mistral Small 4)​

Description​

Mistral Small 4 — next-generation Mistral Small model tuned for multilingual chat, coding, and function calling.

Specifications​

  • Context window: Not specified
  • Max output tokens: Not specified
  • Vision support: No
  • Reasoning mode: No
  • Function calling: Yes
  • Streaming: Yes
  • Availability: API only

Ideal Use Cases​

  • Chat
  • Multi-lingual
  • Coding
  • Function Calling

Pricing​

  • Input: ... per million tokens
  • Output: ... per million tokens

Chat, Document Analysis, Coding & Reasoning - Xtra Large (Qwen3.5 397B)​

Description​

Qwen3.5 397B — larger mixture-of-experts sibling of Qwen3.5 122B (17B active parameters vs 10B), for chat, document analysis, coding, and reasoning tasks that need extra capacity.

Specifications​

  • Context window: Not specified
  • Max output tokens: Not specified
  • Vision support: Yes
  • Reasoning mode: Yes
  • Function calling: Yes
  • Streaming: Yes
  • Availability: API only

Ideal Use Cases​

  • Chat
  • Document Analysis
  • Coding
  • Thinking
  • Vision
  • Reasoning
  • Function Calling

Pricing​

  • Input: ... per million tokens
  • Output: ... per million tokens

Reasoning & Problem Solving - Small (DeepSeek V4 Flash)​

Description​

DeepSeek V4 Flash — a faster, lower-cost reasoning model in the DeepSeek V4 family, optimized for high-throughput reasoning and problem solving.

Specifications​

  • Context window: Not specified
  • Max output tokens: Not specified
  • Vision support: No
  • Reasoning mode: Yes
  • Function calling: No
  • Streaming: Yes
  • Availability: Chat UI & API

Ideal Use Cases​

  • Thinking
  • Chat
  • Reasoning

Pricing​

  • Input: ... per million tokens
  • Output: ... per million tokens
Model Updates

This lineup is kept in sync with the live model catalog. Capabilities and pricing reflect the current platform state.