# Latitude vs Promptfoo

**Leader by Vioscale score:** Latitude

| Attribute | Latitude | Promptfoo |
|---|---|---|
| **Vioscale score** | 68.2 (54% (medium)) | 54.4 (55% (medium)) |
| deployment.options | `{"cloud":true,"on_prem":true,"self_hosted":true}` | `{"cloud":true,"hybrid":true,"on_prem":true,"self_hosted":true}` |
| description.long | Latitude 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. | 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. |
| features.capabilities | `{"self_hostable":true,"multi_step_flows":true,"tracing_included":true,"approval_workflow":true,"diff_and_rollback":true,"non_engineer_editing":true,"llm_judge_or_human_eval":true}` | `{"soc2_type_ii":true,"self_hostable":true,"versioning_model":"UI-hosted registry","non_engineer_editing":false,"llm_judge_or_human_eval":true,"llm_as_a_judge_prompt_grading_framework":true,"ci_cd_github_actions_pipeline_blocking_gates":true,"deterministic_regex_and_json_schema_assertions":true,"red_teaming_and_adversarial_vulnerability_scanning":true}` |
| integrations.count | 12 | 6 |
| integrations.list | `[{"name":"Langfuse"},{"name":"LangSmith"},{"name":"Braintrust"},{"name":"Slack"},{"name":"GitHub"},{"name":"Claude"},{"name":"Cursor"},{"name":"Codex"},{"name":"Vercel AI SDK"},{"name":"OpenTelemetry"},{"name":"Google APIs"},{"name":"Railway"}]` | `[{"name":"OpenAI"},{"name":"Anthropic"},{"name":"Google (Gemini)"},{"name":"DeepSeek"},{"name":"MCP (Model Context Protocol)"},{"name":"CI/CD pipelines"},{"name":"Webhooks"},{"name":"Agent frameworks"},{"name":"CI/CD platforms"},{"name":"GitHub"},{"name":"Python providers"}]` |
| market.availability | `{"hqCountry":"ES","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"hqCountry":"US","primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"hybrid","plans":[{"free":true,"name":"Starter","summary":"Free, 20K credits/month, unlimited seats","features":["20K credits/month","30-day data retention","Unlimited seats","General channel Slack support"],"contactSales":false,"includedLimits":{"credits":"20K/mo"}},{"free":false,"name":"Pro","summary":"$99/month, 100K credits/month","features":["100K credits/month","90-day data retention","Priority support","SOC2 & ISO27001 reports","Extra credits available at $20 per 10K"],"components":[{"kind":"fixed","amount":99,"period":"month","currency":"USD"}],"contactSales":false,"includedLimits":{"credits":"100K/mo"}},{"free":false,"name":"Enterprise","summary":"Custom pricing and features","features":["Custom credit volume","Custom data retention","Custom cloud or on-premises deployment","Fine-grained role-based access control (RBAC)","Team training included","SAML 2.0 SSO","Uptime and support SLA","Dedicated support"],"contactSales":true}],"summary":"Free starter plan available. Pro plan $99/month. Enterprise custom pricing.","currency":"USD","freeTier":true,"sourceUrl":"https://latitude.so/pricing","retrievedAt":"2026-08-25T15:37:33.374Z","startingPrice":{"amount":99,"period":"month","currency":"USD"},"billingPeriods":["month"]}` | `{"type":"hybrid","plans":[{"free":true,"name":"Community","features":["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","Vulnerability scanning","Community support"],"components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"description":"Open-source version for individual developers and small teams","contactSales":false,"includedLimits":{"red_teaming_probes":"10k/mo"}},{"free":false,"name":"Enterprise","features":["All Community features","Custom red teaming limits","Team sharing & collaboration","Continuous monitoring","Centralized security/compliance dashboard","Customizable attack profiles and target settings","SSO and granular permission profiles","Promptfoo API access","Managed cloud deployment","Professional services support","Priority support & SLA guarantees"],"description":"Managed cloud platform with team collaboration, continuous monitoring, and compliance features","contactSales":true},{"free":false,"name":"On-Premise","features":["Complete data isolation","On-premise deployment"],"description":"Custom deployment for organizations requiring full control over infrastructure","contactSales":true}],"summary":"Free open-source Community tier; Enterprise and On-Premise plans with custom pricing","currency":"USD","freeTier":true,"sourceUrl":"https://www.promptfoo.dev/pricing/","retrievedAt":"2026-08-19T18:21:49.377Z"}` |
| pricing.free_tier | yes | yes |
| pricing.model | freemium | freemium |
| pricing.price_level | high | low |
| pricing.starting_price | `{"amount":99,"currency":"USD"}` | - |
| pricing.transparent | yes | no |
| security.gdpr | yes | - |
| security.iso27001 | yes | yes |
| security.soc2 | yes | yes |

## Capabilities (Prompt Management)

| Capability | Latitude | Promptfoo |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Versioning model | - | UI hosted registry |
| Diff and rollback | ✓ | - |
| Deploy without redeploy | - | - |
| Non engineer editing | ✓ | ✗ |
| Multi model playground | - | - |
| Ab testing | - | - |
| LLM judge or human eval | ✓ | ✓ |
| Multi step flows | ✓ | - |
| Approval workflow | ✓ | - |
| Tracing included | ✓ | - |
| Self hostable | ✓ | ✓ |
| Deployment model | - | - |
| Pricing model | - | - |

*Source: Vioscale. Generated 2026-09-01T16:48:20.419Z. "-" = undocumented, not absent.*