Sentry alternatives
Depot pick for agent-error-observability (exceptions/traces in the app hosting the agent). Keep…
Overall 8.56 (curated_estimate, high) · score asOf 2026-09-14 · last reviewed 2026-09-14. This is not an Elo and not a live price board. Provider · JSON
Jobs: infra-observability, agent-error-observability, llm-audit-log-warehouse
| Provider | Why listed | Overall | Δ vs subject | asOf |
|---|---|---|---|---|
| Honeycomb When your agent outage is an infra mystery, Honeycomb shines. Still pair with an LLM-native tracer for… | same_jtbd_pick, same_jtbd_runner · infra-observability, agent-error-observability, llm-audit-log-warehouse | 8.13high | -0.43 | 2026-09-14 |
| ClickHouse Cloud Depot pick for agent-analytics-warehouse (event/log OLAP). MotherDuck remains sql-warehouse-agent-context for… | same_jtbd_pick · llm-audit-log-warehouse | 8.38high | -0.18 | 2026-10-19 |
| Langfuse Depot default observability for most agent teams: open, affordable, good enough to serious. | same_jtbd_runner · infra-observability, llm-audit-log-warehouse | 8.66high | +0.1 | 2026-09-14 |
| Arize Phoenix Choose Phoenix when you want open-source observability you can own. Cloud Arize when enterprise wants a… | same_jtbd_runner · infra-observability | 8.44high | -0.12 | 2026-09-14 |
| PostHog Flags/analytics peer. Depot oss-feature-flags pick stays GrowthBook; LaunchDarkly for AgentControl; PostHog… | same_jtbd_runner · agent-error-observability | 8.41high | -0.15 | 2026-09-14 |
| Elasticsearch Serverless Enterprise hybrid/vector search when already in Elastic. Prefer Typesense/Meilisearch/Algolia for product… | same_jtbd_runner · llm-audit-log-warehouse | 8.06high | -0.5 | 2026-09-14 |
Prices are not ranked on this page. For a job, use the sourced quote (separate input and output rows, Depot Pick unchanged): infra-observability, agent-error-observability, llm-audit-log-warehouse.
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.