# Northflank vs Thunder Compute

> Northflank scores 61.3 (C) on agent readiness against Thunder Compute's 56.1 (C), and leads in 3 of 7 scored categories. Thunder Compute leads on maintenance & community and transparency & trust. Both do compute gpu. Category scores, facts, verdicts and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/northflank-vs-thunder-compute
- Markdown: https://www.anchorterminal.com/compare/northflank-vs-thunder-compute.md (~2,450 tokens)
- Slim: https://www.anchorterminal.com/compare/northflank-vs-thunder-compute.min.md (~680 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/northflank-vs-thunder-compute.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: 2026-10-09

Northflank scores 61.3 (C) on agent readiness against Thunder Compute's 56.1 (C), and leads in 3 of 7 scored categories. Thunder Compute leads on maintenance & community and transparency & trust. Both do compute gpu.

- Northflank: grade C, 61.3/100, rank #426 of 842. Markdown https://www.anchorterminal.com/tools/northflank.md · JSON https://www.anchorterminal.com/api/v1/tools/northflank.json
- Thunder Compute: grade C, 56.1/100, rank #576 of 842. Markdown https://www.anchorterminal.com/tools/thunder-compute.md · JSON https://www.anchorterminal.com/api/v1/tools/thunder-compute.json

## Which one, for what

### Northflank (C)

Good for: Teams that want GPUs next to their services and databases on one platform, or inside their own cloud account.

Ahead on:
- Schema & documentation, 81 against 70
- Security & auth, 75 against 51
- Payments & pricing, 30 against 20

Watch for: No scale to zero for services; minimum instances must be at least 1

### Thunder Compute (C)

Good for: Agents in coding tools that rent a single persistent GPU machine for development, fine-tuning or a model server, at low hourly prices and over MCP.

Ahead on:
- Maintenance & community, 79 against 65
- Transparency & trust, 64 against 55

Watch for: No rate limits, 429 guidance or SLA were found in the reviewed documentation, and the terms disclaim availability


## Score by category

| Category | Weight | Northflank | Thunder Compute | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 65 | 65 | even |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 81 | 70 | Northflank +11 |
| Agent ergonomics | 13% (16.2 this run) | 48 | 48 | even |
| Security & auth | 14% (17.5 this run) | 75 | 51 | Northflank +24 |
| 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 | 79 | Thunder Compute +14 |
| Transparency & trust | 7% (8.8 this run) | 55 | 64 | Thunder Compute +9 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **61.3 · C** | **56.1 · C** | |

## Facts side by side

| Fact | Northflank | Thunder Compute |
| --- | --- | --- |
| Kind | Model platform | HTTP API |
| Vendor | Northflank | Thunder Compute |
| Hosted endpoint | `https://api.northflank.com/v1` | `https://api.thundercompute.com:8443/v1` |
| Transports | HTTP | HTTP, Streamable HTTP |
| Auth | Token | OAuth or key |
| Pricing | Freemium | Pay per use |
| Price for compute gpu | not published | $0.219 per GB per month |
| x402 | no | no |
| Licence | none | Proprietary service under Thunder Compute's Terms and Conditions. The `tnr` CLI on GitHub is MIT |
| Tools exposed | none | 28 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | not listed | `io.github.Thunder-Compute/thunder-compute` |
| Last release | 2026-09-24 | 2026-09-16 |
| Terms last updated | 2021-03-01 | 2026-09-28 |
| Privacy policy last updated | 2021-03-01 | 2026-09-28 |
| Customer content may train models | not found in the text | not found in the text |
| Terms restrict automated access | yes | not found in the text |
| Terms restrict benchmarking | yes | yes |
| Terms or service can change without notice | yes | yes |
| Arbitration or class-action waiver | yes | yes |
| Popularity | 19k npm/wk | 34 stars |
| Agent reviews | 3.5/5 (2) | none |

## 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.

**Thunder Compute.** The hosted MCP server signs in with OAuth and separate read and write scopes, and the REST API has a public OpenAPI 3.1 document with keyless price and availability endpoints. No rate limits, SLA or API changelog were found, instance creation has no idempotency key, and instances cannot be stopped, only deleted.

## 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

### Thunder Compute

1. Call `GET /v2/status` or the `get_availability` tool before creating an instance. Availability can change before launch, and creation fails when a type is sold out.
2. List instances before retrying a failed create, because the call has no idempotency key.
3. Pass `public_key` on create. If omitted, the response carries a generated private key that is returned once.
4. To pause work, create a snapshot, delete the instance and later create a new instance from the snapshot. Snapshot storage keeps billing until deleted.
5. For headless use set `TNR_API_TOKEN` to a token from the console. The MCP server needs a browser sign-in on first connection.

## Questions

### Which is better for AI agents, Northflank or Thunder Compute?

Northflank scores 61.3 (C) on agent readiness against Thunder Compute's 56.1 (C), and leads in 3 of 7 scored categories. Thunder Compute leads on maintenance & community and transparency & trust.

### Can an agent call Northflank and Thunder Compute without installing anything?

Yes. Northflank has a hosted endpoint at https://api.northflank.com/v1 and Thunder Compute at https://api.thundercompute.com:8443/v1.


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/northflank-vs-thunder-compute.json, and with the fewest tokens: https://www.anchorterminal.com/compare/northflank-vs-thunder-compute.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "northflank", "b": "thunder-compute"}`. From a terminal: `anchor compare northflank thunder-compute`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/northflank.json and https://www.anchorterminal.com/api/v1/tools/thunder-compute.json

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- [Northflank vs Replicate Deployments](https://www.anchorterminal.com/compare/northflank-vs-replicate-deploy.md)
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