GPT Researcher vs Elicit

GPT Researcher and Elicit are both in this index's "research agents" category, but they research different things for different people. GPT Researcher is open-source (Apache 2.0) and self-hosted: point it at a question, and its planner-executor-publisher pipeline fans out parallel web searches, reads and filters what it finds, and writes a long-form, cited report, typically 2,000+ words over 20+ sources. It is model- and search-agnostic, so you bring your own OpenAI, Anthropic, Google or local Ollama keys plus a search backend like Tavily, Google, Bing or DuckDuckGo. Elicit does not touch the open web at all: it is a hosted product scoped entirely to scientific and academic literature, searching over 138 million papers, and its Research Agent (launched December 2025) plans sub-questions and assembles findings into an interactive report or a structured data-extraction table pulling specific fields (sample size, method, outcome) out of each paper.

The gap widens on workflow and rigor. GPT Researcher's Deep Research mode recursively explores a topic across more branches for broader web coverage, but it has no concept of "screening" a fixed literature set: it is built to synthesize what a web search turns up, not to audit a corpus against inclusion criteria. Elicit's Systematic Review workflow does exactly that: it automates the screening step of a formal literature review, screening up to 5,000 papers on its Pro tier and 40,000 on Enterprise against criteria you set, which Elicit's own pricing page describes as "PRISMA-grade accuracy" at the top tier, a genuinely different, more auditable job than summarizing web pages. Every Elicit claim carries a sentence-level citation back to the source paper; GPT Researcher's citations point to whatever web sources its search backend surfaced, which is only as authoritative as that backend and the query.

Cost and access are the clearest fork. GPT Researcher itself is free forever: you pay only your own LLM and search API bills, typically cents to about a dollar per Deep Research run. Elicit's Basic tier is free for unlimited paper search and chat, but its Research Agent and Systematic Review usage is limited until you pay: Pro is $49/month (5,000-paper screening, 20-column extraction tables, API access), Scale is $169/month (5x usage, 30-column tables, figure extraction), and Enterprise is custom (40,000-paper screening, 40-column extraction, SSO/SAML). GPT Researcher also demands more setup: you install it, supply API keys, and run it as a Python package, FastAPI service or Docker container (an MCP server is available via a companion project, gptr-mcp). Elicit is a polished, sign-in-and-go web app with no installation at all.