Pilot vs Sweep: 2026 comparison
AI-powered bookkeeping and CFO services for startups — autonomous monthly close with human reviewers.
Pilot vs Sweep — specs
| Spec | Pilot | Sweep |
|---|---|---|
| Agent Rank | 58 / 100 (B) | 58 / 100 (B) |
| Autonomy | Semi-autonomous | Autonomous |
| Pricing | Subscription · from $499 | Freemium · from $30 |
| Open source | No | Yes |
| Capabilities | Tool use, Memory, RAG | Code, Tool use, Memory |
| Integrations | 4 apps | 1 apps |
| Verified | Verified | — |
| Released | Jan 2025 | Mar 2025 |
Agent Rank breakdown
- 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?
- Autonomy fit
- 9
- Capabilities
- 6
- Integrations
- 2
- Pricing value
- 7
- 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
- +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
- +Issue-to-PR turnaround in minutes for well-described bugs
- +GitHub-native — authenticates as a GitHub App, no extension needed
- +Great on TypeScript / Python / Go codebases with reasonable test coverage
- −Struggles when issues are vague or codebase is messy
- −No interactive mode — you describe, it ships
- −Less effective on closed languages or proprietary frameworks
Pricing
- +Monthly bookkeeping
- +P&L + balance sheet
- +Accrual basis
- +Custom reporting
- +Industry-specific
- +A/R + A/P management
- +Dedicated controller
- +CFO services
- +Audit support
- +Up to 5 issue-to-PR runs/month
- +Public repos only
- +Unlimited runs
- +Private repos
- +Configurable rules
- +Self-hosted option
- +SAML SSO
- +Dedicated support
Which one should you pick?
Pick Pilot if your stack spans many tools and integration depth is the constraint or if you want a vendor we've verified for accessibility and pricing accuracy.
Try Pilot →Pick Sweep if cost is the main constraint or if you want the highest autonomy and the verification loop is in place.
Try Sweep →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick Pilot or Sweep in 2026?+
Pick Pilot if your stack spans many tools and integration depth is the constraint or if you want a vendor we've verified for accessibility and pricing accuracy. Pick Sweep if cost is the main constraint or if you want the highest autonomy and the verification loop is in place. Most working teams running both can use Pilot for primary work and Sweep for the workflows where its specific strengths matter.
What's the price difference between Pilot and Sweep?+
Pilot starts at Subscription · from $499; Sweep starts at Freemium · from $30. Sweep 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, Pilot or Sweep?+
Sweep 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.