What is the best alternative to DeepResearch?

It depends on whether you'd rather self-host or buy a managed product. TrendRadar is the most widely-adopted open-source alternative (63k GitHub stars); Consensus is one of the commercial options. Compare the full list above on adoption, license, and pricing.

Is there a free or open-source alternative to DeepResearch?

Yes. TrendRadar, BettaFish, and khoj are open-source research & data agents you can self-host for free — you still pay for the infrastructure you run them on and any model or API usage. See the ranked open-source list above.

How are these DeepResearch alternatives ranked?

Every product in the research & data agents category is a candidate. Open-source alternatives are ranked by maintained adoption — GitHub stars plus recent commit activity — so you see what's genuinely used, not abandoned. Commercial products are listed separately and alphabetically, because stars don't measure commercial adoption. Sponsored placement is always labeled and never affects the ranking.

Alternatives · Research & Data Agents

DeepResearch alternatives

Looking for an alternative to DeepResearch? Below are the research & data agents in our index that do a similar job — open-source options are ranked by real maintained adoption (GitHub stars and recent commit activity), never by sponsorship. DeepResearch is open source, so the list below includes both other self-hostable projects and commercial products.

the 10 closest of 26 · all research & data agents · how we rank

The product you're replacing

DeepResearchAgentResearch & Data Agents

Tongyi Deep Research, the Leading Open-source Deep Research Agent

Open source · 20k stars · Python · Apache-2.0 · updated Feb 2026

Visit DeepResearch →Full DeepResearch record

DeepResearch's own profile notes it may not be the right fit if you need a hosted service — the public demo is for exploration, not production. If that's you, the options below are worth comparing.

Building one yourself? How to build a RAG knowledge assistant →

Commercial alternatives to DeepResearch

Listed alphabetically — GitHub stars don't measure commercial adoption.

ConsensusAgentAI search engine over 200M+ scientific papers.FreemiumVerified

vs DeepResearch — Consensus is a commercial product; DeepResearch is open-source and self-hostable.

ElicitAgentAI research assistant that analyzes papers and automates literature review.FreemiumVerified

vs DeepResearch — Elicit is a commercial product; DeepResearch is open-source and self-hostable.

PerplexityAgentAI answer engine with deep research agents that cite their sources.FreemiumVerified

vs DeepResearch — Perplexity is a commercial product; DeepResearch is open-source and self-hostable.

HarveyPlatformDomain-specific AI agents for legal and professional services work.Paid productVerified

vs DeepResearch — Harvey is a commercial product; DeepResearch is open-source and self-hostable.

Open-source alternatives to DeepResearch

Ranked by maintained adoption — self-hostable and free to run.

TrendRadarAgentAI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.Open sourcePython · GPL-3.0Verified · Active 63kGitHub stars

vs DeepResearch — Licensing differs: DeepResearch is Apache-2.0, TrendRadar is GPL-3.0.

BettaFishAgentA multi-agent public-opinion analysis assistant anyone can use -- reconstructs the real shape of public sentiment and forecasts where it is heading. Built from scratch, no framework dependencies.Open sourcePython · GPL-2.0Verified · Active 42kGitHub stars

vs DeepResearch — Licensing differs: DeepResearch is Apache-2.0, BettaFish is GPL-2.0.

khojAgentYour AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research.Open sourcePython · AGPL-3.0Verified 38kGitHub stars

vs DeepResearch — Licensing differs: DeepResearch is Apache-2.0, khoj is AGPL-3.0.

stormAgentAn LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.Open sourcePython · MITVerified 32kGitHub stars

vs DeepResearch — Licensing differs: DeepResearch is Apache-2.0, storm is MIT.

gpt-researcherAgentAn autonomous agent that conducts deep research on any data using any LLM providersOpen sourcePython · Apache-2.0Verified · Active 30kGitHub stars

vs DeepResearch — Best for self-hosted autonomous research reports with your own API keys.

local-deep-researchAgent~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google,...). 10+ search engines - arXiv, PubMed, your private documents.Open sourcePython · MITVerified · Active 9.1kGitHub stars

vs DeepResearch — Licensing differs: DeepResearch is Apache-2.0, local-deep-research is MIT.

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Showing the 10 closest. See all 26 research & data agents →

Frequently asked

What is the best alternative to DeepResearch?: It depends on whether you'd rather self-host or buy a managed product. TrendRadar is the most widely-adopted open-source alternative (63k GitHub stars); Consensus is one of the commercial options. Compare the full list above on adoption, license, and pricing.
Is there a free or open-source alternative to DeepResearch?: Yes. TrendRadar, BettaFish, and khoj are open-source research & data agents you can self-host for free — you still pay for the infrastructure you run them on and any model or API usage. See the ranked open-source list above.
How are these DeepResearch alternatives ranked?: Every product in the research & data agents category is a candidate. Open-source alternatives are ranked by maintained adoption — GitHub stars plus recent commit activity — so you see what's genuinely used, not abandoned. Commercial products are listed separately and alphabetically, because stars don't measure commercial adoption. Sponsored placement is always labeled and never affects the ranking.