Helicone vs Payload CMS
Open-source LLM observability — 1-line integration via proxy
vs. TypeScript-first open-source headless CMS — code-first, config-driven
Pricing tiers
Helicone
Hobby (Free)
10,000 requests/month. 7-day retention. 1 seat. Basic monitoring.
Free
Startup Discount
<2 years, <$5M funding: 50% off first year.
$0 base (usage-based)
Self-Hosted (OSS)
MIT-licensed. Run Helicone yourself for free.
$0 base (usage-based)
Pro
$79/month. 10k free + usage-based. Unlimited seats. Alerts, reports, HQL query language. 1-month retention.
$79/mo
Team
$799/month. 5 orgs, SOC-2 + HIPAA compliance, dedicated Slack, 3-month retention.
$799/mo
Enterprise
Custom MSA, SAML SSO, on-prem deploy, bulk discounts, forever retention.
Custom
Payload CMS
Open Source (self-host)
MIT license. Run free on any Node host. Full admin + APIs.
$0 base (usage-based)
Cloud — Standard
$35/month. 3 GB DB storage, 30 GB file storage, 40 GB bandwidth.
$35/mo
Cloud — Pro
$199/month. Higher resources + priority support.
$199/mo
Cloud — Enterprise
Custom cloud hosting with dedicated support.
Custom
Free-tier quotas head-to-head
Comparing hobby on Helicone vs oss on Payload CMS.
| Metric | Helicone | Payload CMS |
|---|---|---|
| No overlapping quota metrics for these tiers. | ||
Features
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.
Payload CMS · 18 features
- Access Control — Function-based per-collection/field access rules.
- Admin UI — React admin — fully customizable components + views.
- Authentication — Built-in JWT + HTTP-only cookies + API keys.
- Blocks — Flexible page-builder pattern via block field.
- Collections — Schema-defined content types with fields, hooks, access control.
- Drafts & Versions — Version every change. Autosave, drafts, scheduled publish.
- Field Types — Rich field library: text, textarea, richText (Lexical), upload, relation, blocks…
- Form Builder Plugin — Dynamic forms with submissions storage.
- Globals — Single-instance documents (site settings, header, footer).
- GraphQL API (auto) — Full schema auto-generated.
- Hooks — Lifecycle hooks: beforeChange/Read/Delete, afterChange, etc.
- i18n — Multi-locale field values + admin UI translations.
- Live Preview — Side-by-side editor + iframe preview of Next.js site.
- Local API (zero latency) — Direct in-process data access. Ideal for Next.js server components.
- Multi-Tenancy Plugin — Multi-tenant content isolation via plugin.
- @payloadcms/plugin-seo — Built-in SEO meta fields.
- Plugins — Official + community plugins (SEO, Stripe, Form Builder, multi-tenant, etc.).
- REST API (auto) — Auto-generated REST endpoints for every collection.
Developer interfaces
| Kind | Helicone | Payload CMS |
|---|---|---|
| CLI | Helicone CLI | create-payload-app |
| SDK | helicone (npm), helicone-python | @payloadcms/next (Node) |
| REST | Async Logging API, Helicone Proxy, Query API (HQL) | Payload REST API |
| GRAPHQL | — | Payload GraphQL API |
| OTHER | Helicone Dashboard, Webhooks | Admin UI, Local API (Node.js direct) |
Staxly is an independent catalog of developer platforms. Outbound links to Helicone and Payload CMS are plain references to their official websites. Pricing is verified against vendor pages at publication time — reconfirm before buying.
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