# Latitude vs PromptLayer

| Attribute | Latitude | PromptLayer |
|---|---|---|
| **Vioscale score** | 68.2 (54% (medium)) | 70.2 (54% (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 platform combining prompt versioning, evaluation tools, and observability for LLM applications. It enables domain experts to test and refine prompts, track API usage and costs, and monitor application performance—all without changing application code. |
| 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}` | `{"caching":"exact","ab_testing":true,"open_source":true,"pricing_model":"usage/seat-based-saas","rate_limiting":true,"self_hostable":true,"deployment_model":"managed-SaaS","multi_step_flows":true,"tracing_included":true,"versioning_model":"git-native","approval_workflow":true,"diff_and_rollback":true,"streaming_support":true,"non_engineer_editing":true,"openai_compatible_api":true,"multi_model_playground":true,"deploy_without_redeploy":true,"llm_judge_or_human_eval":true,"request_cost_observability":true}` |
| integrations.count | 12 | 7 |
| 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":"Pydantic AI"},{"name":"OpenAI"},{"name":"Anthropic"},{"name":"Google GenAI"},{"name":"AWS Bedrock"},{"name":"OpenTelemetry"},{"name":"Azure OpenAI"},{"name":"Vertex AI"}]` |
| market.availability | `{"hqCountry":"ES","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"hqCountry":"US","primaryMarkets":["US","EU"],"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":"Free","summary":"Free","features":["5 Users","2.5k/month Requests","1 Workspace","250/month Eval Cell Executions","10MB max per Dataset","Basic Support"],"minSeats":5,"components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"description":"for hackers","contactSales":false,"includedLimits":{"users":"5","requests":"2.5k/month","dataset_size":"10MB","eval_executions":"250/month"}},{"free":false,"name":"Pro","summary":"$49/month plus $0.003/transaction","features":["Unlimited Playgrounds","Unlimited Workspaces","150MB max per Dataset","Webhooks Included","Dedicated Support"],"components":[{"kind":"fixed","amount":49,"period":"month","currency":"USD"},{"per":{"qty":1,"unit":"transaction"},"kind":"metered","amount":0.003,"currency":"USD"}],"description":"for small teams","contactSales":false,"includedLimits":{"workspaces":"Unlimited","playgrounds":"Unlimited","dataset_size":"150MB"}},{"free":false,"name":"Team","summary":"$500/month plus $0.002/transaction","features":["25 Users","100k+/month Requests","7.5k+/month Eval Cell Executions","1GB max per Dataset","Webhooks Included","Role Based Access Controls","Dedicated Support"],"minSeats":25,"components":[{"kind":"fixed","amount":500,"period":"month","currency":"USD"},{"per":{"qty":1,"unit":"transaction"},"kind":"metered","amount":0.002,"currency":"USD"}],"description":"for growing teams","contactSales":false,"includedLimits":{"users":"25","requests":"100k+/month","dataset_size":"1GB","eval_executions":"7.5k+/month"}},{"free":false,"name":"Enterprise","summary":"Custom pricing, contact sales","features":["Custom limits on everything","Role Based Access Controls","Deployment Approvals","HIPAA with BAA","Flexible Hosting Options","Dedicated Support","Data Retention Control"],"contactSales":true}],"summary":"Free tier available. Pro starts at $49/month, Team at $500/month, both with usage-based billing ($0.002–$0.003 per transaction). Enterprise custom pricing.","currency":"USD","freeTier":true,"sourceUrl":"https://www.promptlayer.com/pricing/","retrievedAt":"2026-08-21T12:43:41.184Z","startingPrice":{"amount":49,"period":"month","currency":"USD"},"billingPeriods":["month"]}` |
| pricing.free_tier | yes | yes |
| pricing.model | freemium | freemium |
| pricing.price_level | high | mid |
| pricing.starting_price | `{"amount":99,"currency":"USD"}` | `{"amount":49,"currency":"USD"}` |
| pricing.transparent | yes | yes |
| security.gdpr | yes | yes |
| security.hipaa | - | yes |
| security.iso27001 | yes | - |
| security.soc2 | yes | yes |

## Capabilities (Prompt Management)

| Capability | Latitude | PromptLayer |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Versioning model | - | Git native |
| 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 | - | Managed SaaS |
| Pricing model | - | Usage/seat based saas |

*Source: Vioscale. Generated 2026-09-01T15:16:36.842Z. "-" = undocumented, not absent.*