Buildkite vs Helicone

Buildkite

Helicone

Buildkite · 17 features

• Agent Queues — Route jobs to specific agents by tag.
• Annotations — Rich Markdown in build UI.
• Artifacts — Upload + download build artifacts.
• Audit Log — Enterprise audit.
• Automatic Cancel — Cancel stale builds on new push.
• Automatic + Manual Retries — Configurable retry semantics.
• Buildkite Hosted Agents — Managed agents (opt-in).
• Dynamic Pipelines — Generate YAML in a command step.
• input Step — Block for user input.
• Parallelism — Parallel step scaling with BUILDKITE_PARALLEL_JOB.
• Pipelines — YAML + optional dynamic upload.
• Plugins — Agent-level lifecycle hooks.
• Secrets (Vault) — Integrate with HashiCorp Vault, SSM.
• Teams + RBAC — Enterprise permissions.
• Test Engine — Flaky test + timing insights.
• trigger Step — Fire another pipeline.
• wait Step — Sync point in pipeline.

Helicone · 16 features

• Alerts — Thresholds on error rate, latency, cost, usage. Pro+.
• Async Logging — Log AFTER the LLM call via SDK — zero added latency.
• Cost Tracking — Automatic cost calculation per call by provider/model.
• Dashboard — Request tables, aggregate metrics, cost breakdowns.
• Evaluators — LLM-as-judge + custom evaluators on runs.
• Experiments — A/B test different models/prompts.
• HQL (SQL over traces) — Query your logged data with SQL. Pro+.
• PII Redaction — Automatically scrub emails, credit cards, etc. from logs.
• Prompt Caching — Cache identical requests → save money.
• Prompts & Versions — Store + version + A/B test prompts.
• Proxy Mode — 1-line integration via base URL swap. Captures all requests.
• Rate Limiting — Per-user + per-key rate limit policies.
• Reports — Scheduled email reports with KPIs.
• Self-Hosting — Docker + k8s deployment.
• Sessions — Group related calls (chat sessions, agent runs).
• User Metrics — Per-user cost + usage segmentation.