{"subject":{"id":"sentry","slug":"sentry","name":"Sentry","tagline":"Depot pick for agent-error-observability (exceptions/traces in the app hosting the agent). Keep…","website":"https://sentry.io","status":"active","overall":8.56,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","lastReviewed":"2026-09-14","categoryIds":["cat-observability"],"regions":["global","us","eu"],"pricing":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unit_mismatch","normalizationReason":"unit_mismatch","shape":"sourced_rows","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[{"id":"sentry-developer","providerId":"sentry","sku":"Developer","unit":"usd_per_month","amountUsd":0,"currency":"USD","sourceUrl":"https://sentry.io/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_month","priceSortEligible":false,"qualifier":"Free. One user."},{"id":"sentry-team","providerId":"sentry","sku":"Team","unit":"usd_per_month","amountUsd":26,"currency":"USD","sourceUrl":"https://sentry.io/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_month","priceSortEligible":false,"qualifier":"When billed annually with default pre-paid data. A separate month-to-month base was not shown."},{"id":"sentry-business","providerId":"sentry","sku":"Business","unit":"usd_per_month","amountUsd":80,"currency":"USD","sourceUrl":"https://sentry.io/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_month","priceSortEligible":false,"qualifier":"When billed annually with default pre-paid data. A separate month-to-month base was not shown."},{"id":"sentry-team-errors-50k-100k","providerId":"sentry","sku":"Team errors 50K-100K","unit":"usd_per_error","amountUsd":0.0003625,"currency":"USD","sourceUrl":"https://sentry.io/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_error","priceSortEligible":false,"qualifier":"Team pay-as-you-go. Volume band 50K-100K. Not blended with other bands."},{"id":"sentry-team-errors-100k-500k","providerId":"sentry","sku":"Team errors 100K-500K","unit":"usd_per_error","amountUsd":0.0002188,"currency":"USD","sourceUrl":"https://sentry.io/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_error","priceSortEligible":false,"qualifier":"Team pay-as-you-go. Volume band 100K-500K."},{"id":"sentry-team-errors-500k-10m","providerId":"sentry","sku":"Team errors 500K-10M","unit":"usd_per_error","amountUsd":0.0001875,"currency":"USD","sourceUrl":"https://sentry.io/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_error","priceSortEligible":false,"qualifier":"Team pay-as-you-go. Volume band 500K-10M."},{"id":"sentry-team-errors-10m-20m","providerId":"sentry","sku":"Team errors 10M-20M","unit":"usd_per_error","amountUsd":0.0001625,"currency":"USD","sourceUrl":"https://sentry.io/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_error","priceSortEligible":false,"qualifier":"Team pay-as-you-go. Volume band 10M-20M."},{"id":"sentry-team-errors-20m-plus","providerId":"sentry","sku":"Team errors 20M+","unit":"usd_per_error","amountUsd":0.00015,"currency":"USD","sourceUrl":"https://sentry.io/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_error","priceSortEligible":false,"qualifier":"Team pay-as-you-go. Page prints $0.0001500 for 20M+."},{"id":"sentry-ui-profiling","providerId":"sentry","sku":"UI Profiling","unit":"usd_per_hour","amountUsd":0.25,"currency":"USD","sourceUrl":"https://sentry.io/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_hour","priceSortEligible":false,"qualifier":"Pay-as-you-go. +$0.25/hr."},{"id":"sentry-continuous-profiling","providerId":"sentry","sku":"Continuous Profiling","unit":"usd_per_hour","amountUsd":0.0315,"currency":"USD","sourceUrl":"https://sentry.io/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_hour","priceSortEligible":false,"qualifier":"Pay-as-you-go. +$0.0315/hr."},{"id":"sentry-uptime-alert","providerId":"sentry","sku":"Uptime alert additional","unit":"usd_per_uptime_alert","amountUsd":1,"currency":"USD","sourceUrl":"https://sentry.io/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_uptime_alert","priceSortEligible":false,"qualifier":"Page says +$1.00/uptime alert additional. Billing period is not stated."},{"id":"sentry-cron-monitor","providerId":"sentry","sku":"Cron monitor additional","unit":"usd_per_monitor","amountUsd":0.78,"currency":"USD","sourceUrl":"https://sentry.io/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_monitor","priceSortEligible":false,"qualifier":"Page says +$0.78/monitor additional. Billing period is not stated."}],"notesExcerpt":"As of 2026-09-14 (sentry.io/pricing): Developer **Free** (1 user, 5k errors class quotas + MCP access). Team from **$26/mo**; Business **$80/mo** (annual prepaid defaults). PAYG overages for errors/spans/replays/profiling. Seer AI debugging agent add-on.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://sentry.io","doNotParse":"Do not parse pricingNotes. Use rows only. normalizedUsdPerMillionTokens is a single number only when this provider has exactly one sourced token row. Input/output, context tiers, and non-token units stay null at this level.","gap":"Partial coverage. Providers without a fetched SKU are omitted. See GET /api/pricing."}},"relatedJtbdSlugs":["infra-observability","agent-error-observability","llm-audit-log-warehouse"],"alternatives":[{"id":"honeycomb","slug":"honeycomb","name":"Honeycomb","tagline":"When your agent outage is an infra mystery, Honeycomb shines. Still pair with an LLM-native tracer for…","website":"https://www.honeycomb.io","status":"active","overall":8.13,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","deltaOverallVsSubject":-0.43,"roles":["same_jtbd_pick","same_jtbd_runner"],"sharedJtbdSlugs":["infra-observability","agent-error-observability","llm-audit-log-warehouse"],"pricing":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price","shape":"prose_notes_only","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[],"notesExcerpt":"Event-based observability pricing; excellent high-cardinality querying; not LLM-specialized.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://www.honeycomb.io","doNotParse":"Do not parse pricingNotes. Use rows only. normalizedUsdPerMillionTokens is a single number only when this provider has exactly one sourced token row. Input/output, context tiers, and non-token units stay null at this level.","gap":"No sourced price row for this provider. pricingNotes stay prose. See research/gaps.md."},"decideHint":"/api/decide?jtbd=infra-observability","human":"/providers/honeycomb","compare":"/compare/sentry-vs-honeycomb"},{"id":"clickhouse-cloud","slug":"clickhouse-cloud","name":"ClickHouse Cloud","tagline":"Depot pick for agent-analytics-warehouse (event/log OLAP). MotherDuck remains sql-warehouse-agent-context for…","website":"https://clickhouse.com","status":"active","overall":8.38,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-10-19","deltaOverallVsSubject":-0.18,"roles":["same_jtbd_pick"],"sharedJtbdSlugs":["llm-audit-log-warehouse"],"pricing":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price","shape":"prose_notes_only","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[],"notesExcerpt":"As of 2026-10-24 (clickhouse.com/pricing, fetched 2026-10-24; list rates shown for 'N. Virginia (us-east-1)'): 'Pay only for the compute and storage you use, metered separately and scaled to zero when idle.' Basic: Storage '$25.30 Per 1TB / mo', Compute '$0.2181 Per unit / hr', '…","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-10-19","scoreAsOf":"2026-10-19","website":"https://clickhouse.com","doNotParse":"Do not parse pricingNotes. Use rows only. normalizedUsdPerMillionTokens is a single number only when this provider has exactly one sourced token row. Input/output, context tiers, and non-token units stay null at this level.","gap":"No sourced price row for this provider. pricingNotes stay prose. See research/gaps.md."},"decideHint":"/api/decide?jtbd=llm-audit-log-warehouse","human":"/providers/clickhouse-cloud","compare":"/compare/sentry-vs-clickhouse-cloud"},{"id":"langfuse","slug":"langfuse","name":"Langfuse","tagline":"Depot default observability for most agent teams: open, affordable, good enough to serious.","website":"https://langfuse.com","status":"active","overall":8.66,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","deltaOverallVsSubject":0.1,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["infra-observability","llm-audit-log-warehouse"],"pricing":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price","shape":"prose_notes_only","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[],"notesExcerpt":"Open-source + cloud; generous self-host; cloud from ~$29–59/mo tiers; EU-friendly.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://langfuse.com","doNotParse":"Do not parse pricingNotes. Use rows only. normalizedUsdPerMillionTokens is a single number only when this provider has exactly one sourced token row. Input/output, context tiers, and non-token units stay null at this level.","gap":"No sourced price row for this provider. pricingNotes stay prose. See research/gaps.md."},"decideHint":"/api/decide?jtbd=infra-observability","human":"/providers/langfuse","compare":"/compare/sentry-vs-langfuse"},{"id":"arize-phoenix","slug":"arize-phoenix","name":"Arize Phoenix","tagline":"Choose Phoenix when you want open-source observability you can own. Cloud Arize when enterprise wants a…","website":"https://phoenix.arize.com","status":"active","overall":8.44,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","deltaOverallVsSubject":-0.12,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["infra-observability"],"pricing":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price","shape":"prose_notes_only","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[],"notesExcerpt":"Open-source Phoenix free to self-host; Arize AX cloud paid; OpenTelemetry-friendly.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://phoenix.arize.com","doNotParse":"Do not parse pricingNotes. Use rows only. normalizedUsdPerMillionTokens is a single number only when this provider has exactly one sourced token row. Input/output, context tiers, and non-token units stay null at this level.","gap":"No sourced price row for this provider. pricingNotes stay prose. See research/gaps.md."},"decideHint":"/api/decide?jtbd=infra-observability","human":"/providers/arize-phoenix","compare":"/compare/sentry-vs-arize-phoenix"},{"id":"posthog","slug":"posthog","name":"PostHog","tagline":"Flags/analytics peer. Depot oss-feature-flags pick stays GrowthBook; LaunchDarkly for AgentControl; PostHog…","website":"https://posthog.com","status":"active","overall":8.41,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","deltaOverallVsSubject":-0.15,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["agent-error-observability"],"pricing":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price","shape":"prose_notes_only","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[],"notesExcerpt":"As of 2026-09-14 (posthog.com/pricing): Generous free product quotas (e.g. 1M analytics events / flags / error tracking bands — exact free units on calculator). Usage-based per product with billing limits; EU cloud (Frankfurt) available. Session replay, LLM analytics, workflows m…","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://posthog.com","doNotParse":"Do not parse pricingNotes. Use rows only. normalizedUsdPerMillionTokens is a single number only when this provider has exactly one sourced token row. Input/output, context tiers, and non-token units stay null at this level.","gap":"No sourced price row for this provider. pricingNotes stay prose. See research/gaps.md."},"decideHint":"/api/decide?jtbd=agent-error-observability","human":"/providers/posthog","compare":"/compare/sentry-vs-posthog"},{"id":"elastic-serverless","slug":"elastic-serverless","name":"Elasticsearch Serverless","tagline":"Enterprise hybrid/vector search when already in Elastic. Prefer Typesense/Meilisearch/Algolia for product…","website":"https://www.elastic.co","status":"active","overall":8.06,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","deltaOverallVsSubject":-0.5,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["llm-audit-log-warehouse"],"pricing":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price","shape":"prose_notes_only","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[],"notesExcerpt":"As of 2026-09-14 (elastic.co/pricing/serverless-search): Ingest from **$0.14**/VCU-hr; Search from **$0.09**; ML from **$0.07**; retention from **$0.047**/GB-mo; egress from $0.05/GB. Managed LLM $4.50/$21 per 1M in/out. Inference Service from $0.08/1M tokens. Agent Builder execu…","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://www.elastic.co","doNotParse":"Do not parse pricingNotes. Use rows only. normalizedUsdPerMillionTokens is a single number only when this provider has exactly one sourced token row. Input/output, context tiers, and non-token units stay null at this level.","gap":"No sourced price row for this provider. pricingNotes stay prose. See research/gaps.md."},"decideHint":"/api/decide?jtbd=llm-audit-log-warehouse","human":"/providers/elastic-serverless","compare":"/compare/sentry-vs-elastic-serverless"}],"rankContract":{"style":"editorial_weighted","notAnElo":true,"note":"deltaOverallVsSubject is Depot overall (0–10) minus the subject. It is not Arena Elo and not an Artificial Analysis index."},"freshness":{"scoreAsOfMin":"2026-09-14","scoreAsOfMax":"2026-10-19","contractAsOf":"2026-10-03"},"honesty":["Alternatives are other catalog providers that share a JTBD as pick or runner-up. If fewer than three exist, same-category active providers fill the list and are labeled same_category.","Overall deltas are catalog scores. kind=curated_estimate is not a lab measurement.","Pricing rows are sourced or explicitly null. Do not parse pricingNotes. A single normalized USD figure is set only for a provider with exactly one token row."],"links":{"human":"/alternatives/sentry","machine":"/api/alternatives?provider=sentry","provider":"/api/providers/sentry","canonical":"/api/canonical"}}