AI Model Selection Guide

AI Model Comparison

Understanding different AI models helps you choose the right tool for your specific needs and tasks

Each AI model has unique strengths and is optimized for different types of tasks. Use this guide to make informed decisions about which model to use for your specific needs.

Quick Selection Guide

Writing

Claude Sonnet 3.5/4

Superior reasoning and ethical considerations

Programming Help

Claude Sonnet 4

Best code analysis and debugging

Current Research

Perplexity AI

Real-time data with citations

Creative Projects

GPT-4o

Excellent for creative and visual tasks

Detailed Model Comparison

A

Claude Sonnet 3.5

Anthropic

Fully Approved
Available in Amplify

Key Strengths

Excellent reasoningCode analysisResearch assistanceEthical considerations

Limitations

  • Knowledge cutoff
  • No real-time data
  • Cannot browse internet

Best Used For

Writing, research analysis, complex problem solving, ethical AI use

UM Access

Available through approved channels

A

Claude Sonnet 4

Anthropic

Fully Approved
Available in Amplify

Key Strengths

Advanced reasoningSuperior code understandingEnhanced creativityBetter context retention

Limitations

  • Higher cost
  • Rate limits on free tier
  • Knowledge cutoff

Best Used For

Complex research projects, advanced coding, creative writing, detailed analysis

UM Access

Available through Amplify GenAI platform

O

GPT-4o

OpenAI

Use with Guidelines
Available in Amplify

Key Strengths

Multimodal capabilitiesFast responsesCreative tasksWide knowledge base

Limitations

  • Can hallucinate
  • Requires fact-checking
  • Data privacy concerns

Best Used For

Content creation, brainstorming, general Q&A, image analysis

UM Access

Available through ChatGPT EDU license and Amplify GenAI platform

O

GPT-5 (Preview)

OpenAI

In Evaluation

Key Strengths

Enhanced reasoningBetter accuracyAdvanced multimodalImproved reliability

Limitations

  • Limited availability
  • Not yet fully released
  • Cost unknown

Best Used For

TBD - Currently in evaluation phase

UM Access

Under review by UM IT

M

Llama 3.1/3.2

Meta

Research Approved
Available in Amplify

Key Strengths

Open sourceCustomizableNo vendor lock-inResearch flexibility

Limitations

  • Requires technical setup
  • Limited support
  • Resource intensive

Best Used For

Research projects, custom applications, learning AI concepts, experimental use

UM Access

Available through Amplify GenAI platform

G

Gemini Pro/Ultra

Google

Under Review

Key Strengths

Google integrationReal-time dataMultimodalFast processing

Limitations

  • Data privacy questions
  • Google ecosystem dependency
  • Limited academic focus

Best Used For

Research with current data, Google Workspace integration, real-time information

UM Access

Pending security review

P

Perplexity AI

Perplexity

Research Approved

Key Strengths

Real-time web searchSource citationsResearch focusCurrent information

Limitations

  • Limited creative tasks
  • Dependency on web sources
  • Source quality varies

Best Used For

Current events research, fact-checking, sourced information gathering

UM Access

Approved for research with proper citation

D

DeepSeek

DeepSeek (China)

Prohibited

Key Strengths

Open-sourceLow-costFast processingCode capabilities

Limitations

  • Data stored in China
  • State procurement violations
  • Security risks
  • Compliance concerns

Best Used For

Not approved for use at UM - see restrictions below

UM Access

Explicitly prohibited by Montana state policy

Pro Tips for Model Selection

Match Task to Strength

Choose models based on what they do best, not just popularity or availability.

Try Multiple Models

Different models may give different perspectives on the same problem.

Always Verify

Fact-check important information regardless of which model you use.

Need Help Choosing?

Our team can help you select the right AI model for your specific use case.