Transparency
Public
Contract
Monthly or Annual
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-5.6 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 constrain heavy users: Free is limited, Plus expands but still caps queries, and only Pro from $100 per month offers the highest limits for daily Deep Research use.
- ⚠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.
- ⚠It is not optimized for academic literature review against indexed paper databases: Elicit ($49/mo billed annually), Consensus ($12/mo), and ResearchRabbit ($10/mo) produce better systematic reviews of peer-reviewed sources than its web-first approach.
Technical Details
Deployment
webdesktopmobile
Model architectureGPT-5.5 Instant / GPT-5.6 Sol / GPT-5.6 Sol 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
MCPClient
Integrations
Google DriveSharePointFactSetPitchBookScholar GatewayMCP serversUploaded files
Security
SOC 2 Type IIISO 27001ISO 42001GDPRHIPAACCPA
Similar agents
Industries
B2BEnterpriseSMBSaaSFinanceHealthcareLegalPharmaAgencies
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