Gemini Deep Research vs Rox: 2026 comparison
Long-running researcher inside Gemini that plans, browses and writes briefs.
Gemini Deep Research vs Rox — specs
| Spec | Gemini Deep Research | Rox |
|---|---|---|
| Agent Rank | 73 / 100 (A) | 60 / 100 (B) |
| Autonomy | Semi-autonomous | Semi-autonomous |
| Pricing | Subscription · from $20 | Subscription · from $129 |
| Open source | No | No |
| Capabilities | Browser, RAG, Memory, Vision | Browser, RAG, Memory |
| Integrations | 2 apps | 3 apps |
| Verified | Verified | — |
| Released | Mar 2025 | May 2025 |
Agent Rank breakdown
- Autonomy fit
- 8
- Capabilities
- 8
- Integrations
- 4
- Pricing value
- 8
- Polish & maturity
- 6
- Verifiability
- 10
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
- Autonomy fit
- 8
- Capabilities
- 6
- Integrations
- 6
- Pricing value
- 5
- Polish & maturity
- 5
- Verifiability
- 6
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Pros & cons
- +Goes the deepest of any research agent — reads 30+ sources per brief
- +Strong on multi-hop reasoning; produces structured, well-cited drafts
- +Native integration with Google Workspace (Drive, Docs)
- −Slowest of the three big research agents — typical brief takes 20–40 min
- −Output is verbose; expect to cut 30–40% in editing
- −Less effective on paywalled academic literature than Elicit
- +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)
- −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
- +Deep Research mode
- +1M-token context
- +Workspace integrations
- +Gemini in Docs, Sheets, Gmail
- +Admin controls
- +Custom data controls
- +Vertex integration
- +Account research briefs
- +Gong integration
- +Slack delivery
- +Custom research depth
- +Salesforce sync
- +Dedicated CS
Which one should you pick?
Pick Gemini Deep Research if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy.
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Frequently asked
Should I pick Gemini Deep Research or Rox in 2026?+
Pick Gemini Deep Research if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy. Pick Rox if its specific capabilities (Browser, RAG) match what you need. Most working teams running both can use Gemini Deep Research for primary work and Rox for the workflows where its specific strengths matter.
What's the price difference between Gemini Deep Research and Rox?+
Gemini Deep Research starts at Subscription · from $20; Rox starts at Subscription · from $129. Gemini 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, Gemini Deep Research or Rox?+
Both Gemini Deep Research and Rox are Semi-autonomous agents — neither has a meaningful autonomy advantage over the other. The decision should hinge on capabilities and pricing instead.