Latitude vs Promptfoo
On the evidence we track, Latitude leads this comparison with a composite score of 68/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.
Capabilities
Feature-by-feature on the axes that matter for prompt management. “-” means undocumented, not absent.
What each one is
The product in its own terms, so the numbers below have context.
Latitude
LeaderLatitude monitors AI agents by collecting detailed execution traces, automatically identifies recurring failure patterns, and dispatches coding agents to investigate and create fixes. It provides semantic search, team collaboration tools, and evaluation capabilities for continuous improvement.
Promptfoo
A comprehensive LLM security testing solution that automatically scans for vulnerabilities such as prompt injections and jailbreaks through dynamic red teaming. Offers both open-source software for local testing and enterprise SaaS with team collaboration, continuous monitoring, and compliance dashboards.
Pricing
List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.
Latitude
LeaderFree starter plan available. Pro plan $99/month. Enterprise custom pricing.
- StarterFree
- 20K credits/month
- 30-day data retention
- Unlimited seats
- General channel Slack support
- Pro$99/month, 100K credits/month
- 100K credits/month
- 90-day data retention
- Priority support
- SOC2 & ISO27001 reports
- Extra credits available at $20 per 10K
- EnterpriseContact sales
- Custom credit volume
- Custom data retention
- Custom cloud or on-premises deployment
- Fine-grained role-based access control (RBAC)
- Team training included
- +3 more
Promptfoo
Free open-source Community tier; Enterprise and On-Premise plans with custom pricing
- CommunityFree
- All LLM evaluation features
- All model providers and integrations
- Red teaming (10k probes/month)
- Custom integration with your own app
- Run locally or self-host on your own infrastructure
- +2 more
- EnterpriseContact sales
- All Community features
- Custom red teaming limits
- Team sharing & collaboration
- Continuous monitoring
- Centralized security/compliance dashboard
- +6 more
- On-PremiseContact sales
- Complete data isolation
- On-premise deployment
Platform & deployment
Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.
Integrations
What each product connects to. Counts come from the vendor's own integration directory where one exists.
- GitHub
Latitude
Leader- Langfuse
- LangSmith
- Braintrust
- Slack
- Claude
- Cursor
- Codex
- Vercel AI SDK
- OpenTelemetry
- Google APIs
- Railway
Promptfoo
- OpenAI
- Anthropic
- Google (Gemini)
- DeepSeek
- MCP (Model Context Protocol)
- CI/CD pipelines
- Webhooks
- Agent frameworks
- CI/CD platforms
- Python providers
Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.