Function Anthropic OpenAI Google Microsoft Cursor Grammarly
Chat & Assistant

Conversational interfaces for asking questions, drafting text, summarizing documents, and general-purpose AI assistance.

Claude.ai
Long context, file uploads, deep reasoning
ChatGPT Edu
$13/month — faculty & staff
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Gemini
$20 or $30/month — ASC, SEAS & Wharton
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M365 Copilot (Premium)
$16.50/month — faculty & staff
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Grammarly
$87/year — Penn affiliates (annual commitment)
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Coding

AI-assisted programming — writing, explaining, and debugging code across languages. Includes sandbox environments for running scripts.

Claude Code
Agentic coding, full codebase context
Terminal / CLIDesktop appWebIDE extension
Codex
Runs Python in sandbox, EDA
Web (ChatGPT)Desktop appCLIMobile
Gemini Code Assist
VSCode extension, inline suggestions
IDE extensionCLI (Gemini CLI)Google Cloud
GitHub Copilot
Deep IDE integration, PR reviews
IDE extensionCLIDesktop appWeb (github.com)
Cursor (full IDE)
Built on VSCode, most AI-native
Desktop IDE
API / Dev

Programmatic access to AI models for building applications, automating workflows, and integrating AI into research pipelines.

Claude API
200k context window
OpenAI API
Most widely documented
Gemini API
Generous free tier for prototyping
M365 Copilot API
Enterprise-grade, HIPAA-eligible
Open Models

Publicly released model weights you can download and run locally — no data sent to external servers, full control over your environment. Deploy via Ollama (free, self-hosted).

LLaMA 3 / Mistral Open weights
Best open models for general use; run via Ollama
CodeLlama Open weights
Fine-tuned for code generation and completion
Gemma 3 Open weights
Efficient; runs on a laptop
Research tools

Reference only. These are third-party tools researchers have mentioned. We do not recommend or endorse any specific product. Check access, cost, privacy, and funder or journal policies before use.

Elicit
Search and synthesize research papers
Anara
Library-aware Q&A with citations
SciSpace
Read, explain, and search papers
Consensus
Evidence summaries from published research
NotebookLM
Upload sources and explore them in conversation
Plan Your Science
AI-assisted research planning
Refine.ink
Peer-review-style feedback on drafts
Prism
LaTeX writing workspace (formerly Crixet)
GrantAI
AI-powered grant writing co-pilot for crafting compelling narratives and managing applications
Granted AI
Search 85K+ grants and 133K+ foundations; section-by-section AI drafting and pre-submission peer review