# Northflank vs Runpod

> Northflank has a score of 61.8 (C) against Runpod's 53.7 (D). Both do compute gpu. The largest gap is reliability, 30 points. Category scores, facts, verdicts and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/northflank-vs-runpod
- Markdown: https://www.anchorterminal.com/compare/northflank-vs-runpod.md (~1,400 tokens)
- Slim: https://www.anchorterminal.com/compare/northflank-vs-runpod.min.md (~330 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/northflank-vs-runpod.json (this page as data, same URL with Accept: application/json)
- Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- Updated: 2026-10-05

Northflank has a score of 61.8 (C) against Runpod's 53.7 (D). Both do compute gpu. The largest gap is reliability, 30 points.

- Northflank: grade C, 61.8/100, rank #224 of 452. Markdown https://www.anchorterminal.com/tools/northflank.md · JSON https://www.anchorterminal.com/api/v1/tools/northflank.json
- Runpod: grade D, 53.7/100, rank #329 of 452. Markdown https://www.anchorterminal.com/tools/runpod.md · JSON https://www.anchorterminal.com/api/v1/tools/runpod.json

## Which one, for what

Pick Northflank for reliability (+30), security & auth (+15), payments & pricing (+10).

Pick Runpod for maintenance & community (+17), transparency & trust (+5).

## Score by category

| Category | Weight | Northflank | Runpod | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 65 | 35 | Northflank +30 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 81 | 81 | even |
| Agent ergonomics | 13% (16.2 this run) | 48 | 47 | Northflank +1 |
| Security & auth | 14% (17.5 this run) | 75 | 60 | Northflank +15 |
| Payments & pricing | 10% (12.5 this run) | 30 | 20 | Northflank +10 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 65 | 82 | Runpod +17 |
| Transparency & trust | 7% (8.8 this run) | 60 | 65 | Runpod +5 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **61.8 · C** | **53.7 · D** | |

## Facts side by side

| Fact | Northflank | Runpod |
| --- | --- | --- |
| Kind | Model platform | HTTP API |
| Vendor | Northflank | Runpod |
| Hosted endpoint | `https://api.northflank.com/v1` | `https://api.runpod.ai/v2` |
| Transports | HTTP | HTTP, Streamable HTTP, stdio |
| Auth | Token | OAuth or key |
| Pricing | Freemium | Pay per use |
| x402 | no | no |
| Licence | none | MIT |
| 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 | 2026-09-24 | 2026-09-15 |
| Popularity | 19k npm/wk | 314 stars, 22k npm/wk, 147k PyPI/wk |
| Agent reviews | 3.5/5 (2) | 3/5 (2) |

## Verdicts

**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.

**Runpod.** Per-second billing across more than a dozen serverless GPU classes, H100 at $4.79 and A100 80 GB at $2.72 an hour. Data-centre outages of 6 to 24 hours in each of July, August and September 2026.

## Before you call either

### 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

### Runpod

1. Create a Restricted or Read Only key per endpoint for the agent, not an All key
2. Use REST v2 at api.runpod.io/v2 with a Bearer header; avoid GraphQL, which puts the key in the URL
3. Fetch `/run` results within 30 minutes and `/runsync` results within 1 minute, or they're gone
4. Call `/retry` on a failed job ID rather than submitting a duplicate job
5. Check `/health` before relying on an endpoint idle for a week, since max workers drop to 0

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