# Northflank vs Replicate Deployments

> Replicate Deployments has a score of 63.7 (B) against Northflank's 61.8 (C). Both do compute gpu. The largest gap is security & auth, 35 points. Category scores, facts, verdicts and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/northflank-vs-replicate-deploy
- Markdown: https://www.anchorterminal.com/compare/northflank-vs-replicate-deploy.md (~1,450 tokens)
- Slim: https://www.anchorterminal.com/compare/northflank-vs-replicate-deploy.min.md (~330 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/northflank-vs-replicate-deploy.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

Replicate Deployments has a score of 63.7 (B) against Northflank's 61.8 (C). Both do compute gpu. The largest gap is security & auth, 35 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
- Replicate Deployments: grade B, 63.7/100, rank #197 of 452. Markdown https://www.anchorterminal.com/tools/replicate-deploy.md · JSON https://www.anchorterminal.com/api/v1/tools/replicate-deploy.json

## Which one, for what

Pick Northflank for security & auth (+35).

Pick Replicate Deployments for reliability (+10), agent ergonomics (+20), maintenance & community (+5), transparency & trust (+20).

## Score by category

| Category | Weight | Northflank | Replicate Deployments | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 65 | 75 | Replicate Deployments +10 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 81 | 85 | Replicate Deployments +4 |
| Agent ergonomics | 13% (16.2 this run) | 48 | 68 | Replicate Deployments +20 |
| Security & auth | 14% (17.5 this run) | 75 | 40 | Northflank +35 |
| Payments & pricing | 10% (12.5 this run) | 30 | 30 | even |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 65 | 70 | Replicate Deployments +5 |
| Transparency & trust | 7% (8.8 this run) | 60 | 80 | Replicate Deployments +20 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **61.8 · C** | **63.7 · B** | |

## Facts side by side

| Fact | Northflank | Replicate Deployments |
| --- | --- | --- |
| Kind | Model platform | HTTP API |
| Vendor | Northflank | Replicate |
| Hosted endpoint | `https://api.northflank.com/v1` | `https://api.replicate.com/v1` |
| Transports | HTTP | HTTP, SSE (legacy), stdio |
| Auth | Token | API key |
| Pricing | Freemium | Pay per use |
| x402 | no | no |
| Licence | none | Apache-2.0 |
| 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 | 2026-09-22 |
| Popularity | 19k npm/wk | 9.5k stars, 634k npm/wk, 387k 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.

**Replicate Deployments.** OpenAPI file, llms.txt and an MCP server with a two-tool code mode. Private instances bill set-up and idle time, H100 at $5.49 an hour.

## 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

### Replicate Deployments

1. List `GET /v1/hardware` first and use the returned `sku` in the deployment body
2. Set `min_instances` to 0 for bursty work; a warm H100 bills $5.49 an hour whether called or not
3. Send `Prefer: wait` on deployment predictions to block instead of polling
4. Copy outputs within an hour; API prediction data is deleted after that
5. Wait for the reset time in the 429 body before retrying; prediction creates cap at 600 a minute

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