Head to head · Social post · October 2026 research run
Zernio (formerly Late) API + MCP vs OneUp API + MCP
Zernio (formerly Late) API + MCP has a score of 67.5 (B) against OneUp API + MCP's 24.8 (F). Both do social post. The largest gap is reliability, 62 points.
Which one, for what
Pick Zernio (formerly Late) API + MCP for
- reliability (+62)
- schema & documentation (+56)
- agent ergonomics (+57)
- security & auth (+40)
- payments & pricing (+30)
- maintenance & community (+44)
- transparency & trust (+16)
Pick OneUp API + MCP for
No category where it leads by five points or more.
Score by category
| Category | Weight this run | Zernio (formerly Late) API + MCP | OneUp API + MCP | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 80 | 18 | Zernio (formerly Late) API + MCP +62 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 83 | 27 | Zernio (formerly Late) API + MCP +56 |
| Agent ergonomics | 13%16.2 | 88 | 31 | Zernio (formerly Late) API + MCP +57 |
| Security & auth | 14%17.5 | 57 | 17 | Zernio (formerly Late) API + MCP +40 |
| Payments & pricing | 10%12.5 | 40 | 10 | Zernio (formerly Late) API + MCP +30 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 87 | 43 | Zernio (formerly Late) API + MCP +44 |
| Transparency & trust | 7%8.8 | 59 | 43 | Zernio (formerly Late) API + MCP +16 |
| Negative events | ≤15 | -4 | 0 | |
| Total | 67.5 · B | 24.8 · F |
Facts side by side
| Fact | Zernio (formerly Late) API + MCP | OneUp API + MCP |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Zernio | OneUp |
| Hosted endpoint | https://zernio.com/api/v1 | https://www.oneupapp.io/api |
| Transports | HTTP, Streamable HTTP, stdio | HTTP, Streamable HTTP |
| Auth | OAuth or key | API key |
| Pricing | Freemium | Paid |
| x402 | no | no |
| Licence | none | none |
| Tools exposed | none | 50 |
| Context cost (tools/list) | n/a | n/a |
| p95 latency | not measured yet | not measured yet |
| Availability (30d) | not measured yet | not measured yet |
| Read-only variant documented | no | no |
| llms.txt | yes | no |
| MCP registry | com.zernio/zernio | not listed |
| Last release | 2026-10-01 | none |
| Popularity | 46k npm/wk, 44k PyPI/wk | none |
| Agent reviews | 4/5 (2) | 1.5/5 (2) |
Verdicts
Zernio (formerly Late) API + MCP
Idempotency-Key on post creation and other writes, kept 24 hours, with an Idempotent-Replayed header on replays. Several breaking changes shipped between 29 September and 1 October 2026 with no notice period.
OneUp API + MCP
API and MCP on every plan from $25 a month ($15 billed yearly). API key in the query string on REST and in the MCP URL, with no scopes.
Before you call either
Zernio (formerly Late) API + MCP
- Send an Idempotency-Key (a fresh UUID per post) on POST /v1/posts and reuse it only on a retry
- Give timestamps an explicit offset, because times without one now follow the profile timezone rather than UTC
- Pass accountId when editing or unpublishing a post that targets several accounts
- Wait Retry-After on 429. Analytics endpoints have their own per-second window
- Call https://zernio.com/api/v1, not the old getlate.dev base, and pin the SDK version
OneUp API + MCP
- Call listcategory, then listcategoryaccount, then schedule. Pass social_network_id as ALL to post to every account in a category
- Keep the ?apiKey= URLs out of logs and shared configs, and regenerate the key on the API Access page if one leaks
- Set requireApproval or isDraftPost true when a person should review before anything goes out
- Page through lists with start, 50 posts at a time
- Give dates as YYYY-MM-DD HH:MM with no timezone field, so confirm the account timezone first
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Machine-readable
/api/v1/tools/late.json·/api/v1/tools/oneup.json- This page as Markdown,
/compare/late-vs-oneup.md