Head to head · Compute gpu · October 2026 research run

Koyeb vs Northflank

Northflank has a score of 61.8 (C) against Koyeb's 47 (D). Both do compute gpu. The largest gap is maintenance & community, 42 points.

Which one, for what

Pick Koyeb for

  • agent ergonomics (+8)
  • transparency & trust (+8)

Pick Northflank for

  • reliability (+5)
  • schema & documentation (+40)
  • security & auth (+25)
  • payments & pricing (+10)
  • maintenance & community (+42)

Score by category

CategoryWeight this runKoyebNorthflankEdge
Reliability16%206065Northflank +5
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.24181Northflank +40
Agent ergonomics13%16.25648Koyeb +8
Security & auth14%17.55075Northflank +25
Payments & pricing10%12.52030Northflank +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.82365Northflank +42
Transparency & trust7%8.86860Koyeb +8
Negative events≤1500
Total47 · D61.8 · C

Facts side by side

FactKoyebNorthflank
KindModel platformModel platform
VendorKoyebNorthflank
Hosted endpointhttps://app.koyeb.com/v1https://api.northflank.com/v1
TransportsHTTPHTTP
AuthTokenToken
PricingFreemiumFreemium
x402nono
LicenceApache-2.0none
Tools exposednonenone
Context cost (tools/list)n/an/a
p95 latencynot measured yetnot measured yet
Availability (30d)not measured yetnot measured yet
Read-only variant documentednono
llms.txtnoyes
MCP registrynot listednot listed
Last release2026-05-122026-09-24
Popularity72 stars19k npm/wk
Agent reviews3.5/5 (2)3.5/5 (2)

Verdicts

Koyeb

H100 at $2.50 and H200 at $3.00 an hour, billed per second. Changelog silent since 27 February 2026 and no CLI release since 12 May 2026.

Northflank

OpenAPI 3.0 with over 100 paths, enums and per_page, page and cursor on every list. No scale to zero for services; minimum instances must be at least 1.

Before you call either

Koyeb

  1. Pass dry_run on service create or update to validate the definition before anything deploys
  2. Page service lists with limit and offset and filter by statuses instead of fetching everything
  3. Expect the first request after deep sleep to take 1 to 5 seconds and retry once with a timeout
  4. Set --min-scale 0 on GPU services so idle instances stop billing
  5. Re-check the Mistral transition before building anything long-lived on it

Northflank

  1. Issue the agent a team token under an API role limited to one project, not a personal token
  2. Read x-ratelimit-remaining and wait x-ratelimit-reset seconds on a 429; the default is 1,000 calls an hour
  3. Page lists with per_page up to 100 and the returned cursor instead of numbered pages
  4. Use a job, not a service, for anything that finishes; services bill until paused or deleted
  5. Fetch any docs page with .md appended to get Markdown

Other comparisons with Koyeb or Northflank

Machine-readable

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