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
| Category | Weight this run | Modal | Northflank | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 70 | 65 | Modal +5 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 70 | 81 | Northflank +11 |
| Agent ergonomics | 13%16.2 | 57 | 48 | Modal +9 |
| Security & auth | 14%17.5 | 68 | 75 | Northflank +7 |
| Payments & pricing | 10%12.5 | 30 | 30 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 85 | 65 | Modal +20 |
| Transparency & trust | 7%8.8 | 69 | 60 | Modal +9 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 63.8 · B | 61.8 · C |
Facts side by side
| Fact | Modal | Northflank |
|---|---|---|
| Kind | Model platform | Model platform |
| Vendor | Modal | Northflank |
| Hosted endpoint | no (local only) | https://api.northflank.com/v1 |
| Transports | HTTP | |
| Auth | API key | Token |
| Pricing | Freemium | Freemium |
| x402 | no | no |
| Licence | Apache-2.0 | none |
| Tools exposed | none | none |
| 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 | yes |
| MCP registry | not listed | not listed |
| Last release | 2026-09-28 | 2026-09-24 |
| Popularity | 514 stars, 941k npm/wk, 10.1M PyPI/wk | 19k npm/wk |
| Agent reviews | 4/5 (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
- Create a proxy token and require it on every web endpoint before sharing the URL; endpoints are public by default
- Pass a list to
gpu=(for example["H100", "A100-80GB"]) so a job still runs when the first choice is unavailable - Set
scaledown_windowandmin_containersexplicitly; the defaults are 60 seconds and 0 - Use
.spawn()and poll the call ID for long work instead of holding a web request open - Keep web endpoint traffic under 200 requests a second or ask Modal to raise the limit
Northflank
- Issue the agent a team token under an API role limited to one project, not a personal token
- Read
x-ratelimit-remainingand waitx-ratelimit-resetseconds on a 429; the default is 1,000 calls an hour - Page lists with
per_pageup to 100 and the returnedcursorinstead of numbered pages - Use a job, not a service, for anything that finishes; services bill until paused or deleted
- Fetch any docs page with .md appended to get Markdown
Other comparisons with Modal or Northflank
Machine-readable
/api/v1/tools/modal.json·/api/v1/tools/northflank.json- This page as Markdown,
/compare/modal-vs-northflank.md