General-purpose agent that turns a single prompt into a finished deliverable.
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Demo · hover to playOpenAI Deep Research vs Roxwhich AI research agent should you pick in 2026?
Multi-step research agent inside ChatGPT — autonomous browsing produces 5-30min citation-heavy reports.
BrowserRAGMemory
OpenAI Deep Research vs Rox — specs
| Spec | OpenAI Deep Research | Rox |
|---|---|---|
| Agent Rank | 68 / 100 (B) | 62 / 100 (B) |
| Autonomy | Autonomous | Semi-autonomous |
| Pricing | Subscription · from $20 | Subscription · from $129 |
| Open source | No | No |
| Capabilities | Browser, RAG, Memory | Browser, RAG, Memory |
| Integrations | 3 apps | 3 apps |
| Verified | Verified | — |
| Released | Feb 2025 | May 2025 |
Agent Rank breakdown
OpenAI Deep Research
Agent Rank
68/ 100
- Autonomy fit
- 9
- Capabilities
- 6
- Integrations
- 2
- Pricing value
- 8
- Polish & maturity
- 9
- Verifiability
- 7
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Rox
Agent Rank
62/ 100
- Autonomy fit
- 8
- Capabilities
- 6
- Integrations
- 6
- Pricing value
- 5
- Polish & maturity
- 6
- Verifiability
- 6
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Pros & cons
OpenAI Deep Research
Rox
Pros
- +Cuts AE prep from an hour to five minutes per call
- +Strong Gong integration surfaces context from prior calls
- +Delivered where AEs already work (Slack + Salesforce)
Cons
- −Quality depends on account size — thin for tiny companies
- −No interactive mode; reports are one-shot
- −Per-seat pricing adds up fast on big teams
Pricing
OpenAI Deep Research
Rox
Recommended
Team
$129/seat/mo
AE teams
- +Account research briefs
- +Gong integration
- +Slack delivery
Enterprise
Custom
Enterprise sales
- +Custom research depth
- +Salesforce sync
- +Dedicated CS
Which one should you pick?
OpenAI Deep Research
Pick OpenAI Deep Research if cost is the main constraint or if you want the highest autonomy and the verification loop is in place.
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Frequently asked
Should I pick OpenAI Deep Research or Rox in 2026?+
Pick OpenAI Deep Research if cost is the main constraint or if you want the highest autonomy and the verification loop is in place. Pick Rox if its specific capabilities (Browser, RAG) match what you need. Most working teams running both can use OpenAI Deep Research for primary work and Rox for the workflows where its specific strengths matter.
What's the price difference between OpenAI Deep Research and Rox?+
OpenAI Deep Research starts at Subscription · from $20; Rox starts at Subscription · from $129. OpenAI Deep Research is the cheaper entry option. For team deployments the TCO can differ — use the AI Agent Rank TCO calculator for your specific volume.
Which is more autonomous, OpenAI Deep Research or Rox?+
OpenAI Deep Research is the more autonomous of the two (Autonomous vs Semi-autonomous). Higher autonomy ships throughput faster but requires verification loops in place — see our autonomous-vs-copilot framing for when each tier wins.
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Long-running researcher inside Gemini that plans, browses and writes briefs.
BrowserRAGMemoryVision
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See more alternatives: alternatives to OpenAI Deep Research · alternatives to Rox
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