Numeric vs Pilot: 2026 comparison
AI controller — autonomous month-end close, reconciliations, flux analysis and variance commentary.
Numeric vs Pilot — specs
| Spec | Numeric | Pilot |
|---|---|---|
| Agent Rank | 67 / 100 (B) | 58 / 100 (B) |
| Autonomy | Semi-autonomous | Semi-autonomous |
| Pricing | Subscription · Free tier | Subscription · from $499 |
| Open source | No | No |
| Capabilities | Tool use, Memory, RAG | Tool use, Memory, RAG |
| Integrations | 3 apps | 4 apps |
| Verified | Verified | Verified |
| Released | Feb 2025 | Jan 2025 |
Agent Rank breakdown
- 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?
- Autonomy fit
- 8
- Capabilities
- 6
- Integrations
- 2
- Pricing value
- 4
- 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
- +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
- +AI-driven bookkeeping with human reviewers — best-of-both reliability
- +Tax + R&D credit + CFO services bundled at higher tiers
- +Used by 2,000+ venture-backed startups
- −$499/mo entry is high for pre-seed founders
- −Mostly US-focused — limited international support
- −Less control if you want hands-on involvement in bookkeeping
Pricing
- +Close automation
- +Reconciliations
- +Flux analysis
- +Everything in Growth
- +Multi-entity consolidation
- +Custom workflows
- +SSO
- +Monthly bookkeeping
- +P&L + balance sheet
- +Accrual basis
- +Custom reporting
- +Industry-specific
- +A/R + A/P management
- +Dedicated controller
- +CFO services
- +Audit support
Which one should you pick?
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Frequently asked
Should I pick Numeric or Pilot in 2026?+
Pick Numeric if cost is the main constraint. Pick Pilot if its specific capabilities (Tool use, Memory) match what you need. Most working teams running both can use Numeric for primary work and Pilot for the workflows where its specific strengths matter.
What's the price difference between Numeric and Pilot?+
Numeric starts at Subscription · Free tier; Pilot starts at Subscription · from $499. 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, Numeric or Pilot?+
Both Numeric and Pilot are Semi-autonomous agents — neither has a meaningful autonomy advantage over the other. The decision should hinge on capabilities and pricing instead.