Skip to main content
NexoraLaunch home

Build log live

Hyperresearch vs LaCrew

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Hyperresearch compared with LaCrew
DetailHyperresearch logo HyperresearchLaCrew logo LaCrew
What it doesAI deep research API that checks every cited claim against its source Spend controls, budgets and approvals for AI agents
StageStartup MVP
Founded2026 Not given
Based inUS Not given
Pricing modelPaid Freemium
PricingNot given Free plan: $0 during early access with 2 seats and 3 agents. Planned paid plans: Builder at $49/month with 5 seats and 25 agents; Scale at $199/month with 25 seats and 250 agents. Self-hosting is free.
Key features
  • Searches 45+ structured sources including SEC filings, statistics agencies, scholarly indexes, books and government records
  • Workspace vault with searchable full-text source storage and independence clustering
  • Integrated MCP server for Claude, Cursor, ChatGPT and other clients
  • Contradiction mapping identifies and investigates disagreements in evidence
  • Automatic report generation with verified citations before shipping
  • Citation verification API for external documents
  • Markdown import and export for vault documents
  • Integrated Answers MCP with ask and search tools for AI agents
  • Onchain allowances and epoch budgets
  • Escalation through reporting tree
  • Session keys with automatic expiration
  • Constitutional governance with veto windows
  • Declared flows and human gates
  • Slack and Telegram supervision
  • Visual org builder and workspace
  • Apache-2.0 open source contracts and SDK
  • Inference budgets for model and API calls
  • Integration with Coinbase AgentKit and Safe
What makes it different
  • Every cited claim is verified against the original source before report delivery
  • Searches structured sources like SEC filings and scholarly databases alongside the open web in one call
  • Delivers answers with word-for-word quotes so readers can verify in one click
  • Open-source CLI that powers the hosted service, maintaining feature parity
  • Pay-as-you-go pricing with no minimum commitment or sales team required
  • Bounded blast radius: compromised agents can only spend remaining epoch allowance on whitelisted targets
  • Passkey root stays on user's device; cloud holds only scoped, expiring session keys
  • Fully self-hostable open protocol with Apache-2.0 licensing
  • Approval workflows follow real organizational structure, not smart contract code
  • No token or cryptocurrency knowledge required to use the cloud platform
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)32 +4 (up) since last checkNot checked yet no change since last check
Trust Flow (Majestic)130
Citation Flow (Majestic)310
Referring domains (Majestic)710

5 details filled in for both companies.

More alternatives to Hyperresearch More alternatives to LaCrew

Ask a question