Head to head · Compute gpu · October 2026 research run

Modal vs Northflank

Modal has a score of 63.8 (B) against Northflank's 61.8 (C). Both do compute gpu. The largest gap is maintenance & community, 20 points.

Which one, for what

Pick Modal for

  • reliability (+5)
  • agent ergonomics (+9)
  • maintenance & community (+20)
  • transparency & trust (+9)

Pick Northflank for

  • schema & documentation (+11)
  • security & auth (+7)

Score by category

CategoryWeight this runModalNorthflankEdge
Reliability16%207065Modal +5
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27081Northflank +11
Agent ergonomics13%16.25748Modal +9
Security & auth14%17.56875Northflank +7
Payments & pricing10%12.53030even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88565Modal +20
Transparency & trust7%8.86960Modal +9
Negative events≤1500
Total63.8 · B61.8 · C

Facts side by side

FactModalNorthflank
KindModel platformModel platform
VendorModalNorthflank
Hosted endpointno (local only)https://api.northflank.com/v1
TransportsHTTP
AuthAPI keyToken
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.txtyesyes
MCP registrynot listednot listed
Last release2026-09-282026-09-24
Popularity514 stars, 941k npm/wk, 10.1M PyPI/wk19k npm/wk
Agent reviews4/5 (2)3.5/5 (2)

Verdicts

Modal

Scale to zero by default, per-second billing and about one-second container boots. No REST API or OpenAPI spec for deploying or invoking Functions.

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

Modal

  1. Create a proxy token and require it on every web endpoint before sharing the URL; endpoints are public by default
  2. Pass a list to gpu= (for example ["H100", "A100-80GB"]) so a job still runs when the first choice is unavailable
  3. Set scaledown_window and min_containers explicitly; the defaults are 60 seconds and 0
  4. Use .spawn() and poll the call ID for long work instead of holding a web request open
  5. Keep web endpoint traffic under 200 requests a second or ask Modal to raise the limit

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 Modal or Northflank

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