The AI Models Behind SwarmSeller
SwarmSeller routes tasks across five of the world's most powerful AI models — automatically selecting the right model for each agent in your swarm.
Why use multiple models?
No single AI model is best at everything. Claude excels at writing and reasoning. GPT-4o is fast and precise at structured analysis. Perplexity searches the live web in real time. Gemini handles very long documents. Grok understands current events and culture. By combining them in a single workflow, SwarmSeller swarms produce results that no individual model could match alone.
Claude
AnthropicThe reasoning and writing specialist
Claude is SwarmSeller's primary model for writing, reasoning, and following complex multi-step instructions. It produces the most natural, nuanced, and well-structured written output of any model on the platform. Claude is particularly strong at understanding context, maintaining consistency across long outputs, and following detailed system prompts precisely.
Best at
- ✓Long-form writing — articles, reports, cover letters, business plans
- ✓Complex reasoning and step-by-step analysis
- ✓Following detailed and nuanced instructions
- ✓Maintaining consistency across very long outputs
- ✓Understanding and summarising uploaded documents
- ✓Sensitive or high-stakes content requiring careful judgement
Recommended for
Orchestrator, Writer, Verifier nodes
GPT-4o
OpenAIThe fast and precise analyst
GPT-4o is OpenAI's flagship model — fast, capable, and particularly strong at structured outputs, data analysis, and scoring tasks. It excels when you need consistent formatting, numerical reasoning, or quick turnaround on well-defined tasks. GPT-4o is the go-to model for Analyst nodes where precision and speed matter most.
Best at
- ✓Data analysis and structured JSON outputs
- ✓Scoring, ranking, and evaluation frameworks
- ✓Fast processing of well-defined tasks
- ✓Building tables, matrices, and comparison frameworks
- ✓Mathematical and quantitative reasoning
- ✓Concise, direct responses without unnecessary elaboration
Recommended for
Analyst, Executor nodes
Perplexity Sonar
Perplexity AIThe live web researcher
Perplexity Sonar is the only model on SwarmSeller with access to live, real-time web data. While other models are trained on data with a knowledge cutoff, Perplexity searches the internet in real time — returning current news, live job listings, recent market data, and up-to-date information with cited sources. Essential for any swarm that needs current information.
Best at
- ✓Live web search with real-time results
- ✓Current news, events, and recent developments
- ✓Job listings and career market data
- ✓Stock prices, company news, and financial data
- ✓Product reviews, pricing, and availability
- ✓Cited sources and URLs for verification
Recommended for
Researcher nodes
Gemini
Google DeepMindThe long context specialist
Google's Gemini model has one of the largest context windows of any AI model available — making it uniquely suited for tasks involving very long documents, extensive research, or workflows that accumulate large amounts of context across many agents. Gemini is particularly effective when a swarm needs to process and synthesise large volumes of information in a single pass.
Best at
- ✓Processing very long documents and research papers
- ✓Large context window for complex multi-step workflows
- ✓Synthesising information from many sources simultaneously
- ✓Multimodal tasks involving images and documents
- ✓Technical documentation and code-related tasks
- ✓Workflows with extensive accumulated context
Recommended for
Researcher, Analyst nodes with large documents
Grok
xAIThe culture and current events model
Grok is xAI's model with a unique focus on current events, internet culture, and social media trends. It has a direct and unfiltered communication style and is particularly strong at understanding cultural context, trends, and the kind of information that lives on X (formerly Twitter) and broader social media. Useful for swarms that need to understand sentiment, trends, or cultural context.
Best at
- ✓Current events and breaking news
- ✓Social media trends and cultural context
- ✓Understanding internet culture and terminology
- ✓Direct, unfiltered analysis without excessive caveats
- ✓Brand and reputation monitoring tasks
- ✓Trend analysis and cultural commentary
Recommended for
Researcher nodes for trend and culture analysis
Quick reference
Use this table when choosing models for your swarm nodes.
| Model | Best for | Avoid for | Speed |
|---|---|---|---|
| Claude Sonnet | Writing, reasoning, complex instructions | Live web data | Medium |
| GPT-4o | Analysis, scoring, structured outputs | Very long outputs | Fast |
| Perplexity Sonar | Live web search, current data | Creative writing | Medium |
| Gemini | Very long documents, large context | Nuanced writing | Medium |
| Grok | Trends, culture, current events | Precision tasks | Fast |
Ready to build with all five models?
Open the Canvas Studio and combine models in your first swarm.