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Papaya vs SigDek

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

Papaya compared with SigDek
DetailPapaya logo PapayaSigDek logo SigDek
What it doesOptimize AI Agents for Quality, Latency & Cost Evidence of what your AI coding agents did
StageNot given Not given
FoundedNot given Not given
Based inUS US
Pricing modelFreemium Freemium
PricingDeveloper (Free): 1 agent, up to 1,000 traces/month. Business ($500/month): up to 3 agents, 50,000 traces/month. Enterprise (Custom): unlimited agents with PII redaction, SLA guarantees, and dedicated support. Free for one developer on their own machine. Team plan $99 a month for up to 10 people. Business plan $199 a month for up to 50 people. All paid plans include unlimited machines, records and reports, support for Claude Code and Cursor, Flag and Block rules, and 13 months of records. 14-day free tria
Key features
  • Automatic trace and agent detection
  • Analysis across agent traces and code
  • Ranked improvements for quality, latency, and cost
  • Interactive LLM Judge
  • Slack alerts and pull requests for approved fixes
  • Live observability across every agent
  • Automatic use case grouping
  • PII scrubbing for sensitive data
  • Multi-model SDK support
  • Records commands, file edits, web requests and MCP calls from Claude Code and Cursor
  • Hash chain verification to detect changes, gaps or deletions in records
  • Block rules to stop matching actions before they run
  • PDF and CSV reports for auditors covering up to 13 months
  • SOC 2 criteria mapping for security reviews
  • Flag rules that mark risky actions out of the box
  • Verifiable reports that anyone can check on verify page
  • Open-source recorder for local use without account
  • Support for unlimited machines per team member
  • Automatic background upload with minimal performance impact
What makes it different
  • Ranked fixes by impact instead of one-trace-at-a-time analysis
  • Works alongside existing observability tools without replacement
  • Evidence-backed recommendations tied to real outcomes
  • Compounds improvements over time as more traces arrive
  • Hash chain verification ensures records cannot be altered or deleted without detection
  • SOC 2 audit-ready reports with six criteria-mapped sections
  • Never records prompt text, file contents or command output for privacy
  • Block rules stop risky actions before they execute
  • Takes under 50ms per action with background uploads
Community votes00
DR (Domain Rating by Ahrefs)7 no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)90
Citation Flow (Majestic)290
Referring domains (Majestic)470

6 details filled in for both companies.

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