Make vs Helicone

Make

Helicone

Make · 16 features

• 3,000+ Apps — Huge integration catalog.
• Custom Apps SDK — Build your own app integrations with Apps SDK.
• Custom Functions (Ent) — Enterprise-only: define reusable functions.
• Custom Webhooks — Webhook triggers + responses.
• Data Stores — Make-native DB for cross-scenario state.
• Data Structures — Shared schemas for mapping.
• Error Handlers — Per-module error routes (rollback, resume, ignore).
• Execution Log — Per-operation input/output detail.
• Formula Editor — Rich formula language for data transformation.
• HTTP Module — Generic HTTP client — call any API.
• Iterator + Aggregator — Loop over arrays + collect results.
• Make AI Agents — Autonomous AI agents that invoke Make modules as tools.
• Router — Branch scenarios into multiple paths with conditions.
• Scenario Templates — Pre-built templates + community marketplace.
• Scheduling — Sub-minute scheduling on paid. 15-min min on Free.
• Visual Scenario Editor — Node-based canvas with curved connections.

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.