Transparency
Public
Contract
Month-to-month
Data training
Opt-out
Autonomy
Autonomous
Capabilities
deep-researchweb-searchcitationsautonomousdata-analysisreportingmultilingual
Pros & Limitations
Editorial assessmentPros
- ✓State-of-the-art autonomous web research benchmark scores (26.6% on Humanity's Last Exam, top of GAIA leaderboard) with GPT-5.5 models: meaningfully outperforms competing agents on complex multi-step queries requiring extensive source synthesis.
- ✓MCP client connectivity (added February 2026) lets users connect to external data sources and restrict searches to trusted sites: closes the public-web-only limitation of the original launch, enabling enterprise research grounded in authenticated industry sources.
- ✓Tightly integrated with ChatGPT Free, Go, Plus, Pro, Business, and Enterprise tiers: no separate purchase, deploys instantly to any team already on ChatGPT, eliminating procurement friction for organizations already using OpenAI products.
Limitations
- ⚠Query caps on lower tiers constrain heavy users: Free provides limited queries, Plus provides expanded but still capped access, and only Pro at $200/month offers the highest limits, forcing the most expensive tier for teams running Deep Research daily.
- ⚠Confidence calibration is weak per OpenAI's own admission: the model often fails to convey uncertainty accurately, which matters for high-stakes research where false confidence is a worse outcome than admitted uncertainty.
- ⚠Not optimized for academic literature review against indexed paper databases (PubMed, arXiv, Semantic Scholar): Elicit, Consensus, and ResearchRabbit produce better systematic reviews of peer-reviewed sources than Deep Research's web-first approach.
Technical Details
Deployment
webdesktopmobile
Model architectureGPT-5.5 Instant / GPT-5.5 Thinking / GPT-5.5 Pro
Avg setup timeunder 1 minute (existing ChatGPT account, select deep research in composer)
Autonomous rate5-30 minute autonomous multi-step web research with no human approval per step; produces fully-cited reports
Integrations
MCP serversChatGPT PlusChatGPT ProChatGPT BusinessChatGPT EnterpriseCustom data sourcesUploaded files
Security
SOC 2 Type IIISO 27001GDPRHIPAA BAA (Enterprise)Zero data training (Team/Enterprise/API)
Similar agents
Industries
B2BEnterpriseSMBSaaSFinanceHealthcareLegalPharmaAgencies
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