Gemini Deep Research vs Numeric: 2026 comparison
Long-running researcher inside Gemini that plans, browses and writes briefs.
Gemini Deep Research vs Numeric — specs
| Spec | Gemini Deep Research | Numeric |
|---|---|---|
| Agent Rank | 73 / 100 (A) | 67 / 100 (B) |
| Autonomy | Semi-autonomous | Semi-autonomous |
| Pricing | Subscription · from $20 | Subscription · Free tier |
| Open source | No | No |
| Capabilities | Browser, RAG, Memory, Vision | Tool use, Memory, RAG |
| Integrations | 2 apps | 3 apps |
| Verified | Verified | Verified |
| Released | Mar 2025 | Feb 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
- 2
- Pricing value
- 9
- Polish & maturity
- 5
- Verifiability
- 10
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
- +Close-cycle time reduction of 30–50% at deployed customers
- +Variance commentary drafting saves the controller hours per close
- +Auditable trail of every AI-generated journal entry suggestion
- −Best for teams already using NetSuite / Sage Intacct
- −Semi-auto only — humans must approve before posting
- −New product (2024 launch); customer reference list still building
Pricing
- +Deep Research mode
- +1M-token context
- +Workspace integrations
- +Gemini in Docs, Sheets, Gmail
- +Admin controls
- +Custom data controls
- +Vertex integration
- +Close automation
- +Reconciliations
- +Flux analysis
- +Everything in Growth
- +Multi-entity consolidation
- +Custom workflows
- +SSO
Which one should you pick?
Pick Gemini Deep Research if its specific capabilities (Browser, RAG) match what you need.
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Frequently asked
Should I pick Gemini Deep Research or Numeric in 2026?+
Pick Gemini Deep Research if its specific capabilities (Browser, RAG) match what you need. Pick Numeric if cost is the main constraint. Most working teams running both can use Gemini Deep Research for primary work and Numeric for the workflows where its specific strengths matter.
What's the price difference between Gemini Deep Research and Numeric?+
Gemini Deep Research starts at Subscription · from $20; Numeric starts at Subscription · Free tier. Numeric 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 Numeric?+
Both Gemini Deep Research and Numeric are Semi-autonomous agents — neither has a meaningful autonomy advantage over the other. The decision should hinge on capabilities and pricing instead.