Head to head · Commerce orders · October 2026 research run
Fabric vs Swell
Swell scores 55 (C) on agent readiness against Fabric's 43.7 (E), and leads in 4 of 7 scored categories. Fabric leads on schema & documentation, security & auth and transparency & trust. Both do commerce orders.
Best commerce platforms and checkout APIs for AI agents · All 171 commerce comparisons
Which one, for what
Fabric E
Best for A merchant-side API for retailers already on Fabric's order management, catalogue or dropship products.
Ahead on
- Schema & documentation, 79 against 68
- Security & auth, 62 against 35
- Transparency & trust, 55 against 50
Watch for
No public price, free tier or self-serve signup. A trial account is arranged with Fabric
Swell C
Best for Developers who want a hosted headless store with a flexible data model and an agent that writes server-side.
Ahead on
- Reliability, 63 against 23
- Agent ergonomics, 65 against 57
- Payments & pricing, 25 against 0
- Maintenance & community, 82 against 15
Watch for
One full-access secret key per environment, with no scoped or read-only key
Score by category
| Category | Weight this run | Fabric | Swell | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 23 | 63 | Swell +40 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 79 | 68 | Fabric +11 |
| Agent ergonomics | 13%16.2 | 57 | 65 | Swell +8 |
| Security & auth | 14%17.5 | 62 | 35 | Fabric +27 |
| Payments & pricing | 10%12.5 | 0 | 25 | Swell +25 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 15 | 82 | Swell +67 |
| Transparency & trust | 7%8.8 | 55 | 50 | Fabric +5 |
| Negative events | ≤15 | 0 | 0 | |
| Total | E 43.7/100 | C 55/100 |
Facts side by side
| Fact | Fabric | Swell |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Commerce Fabric, Inc. | Swell |
| Hosted endpoint | https://api.fabric.inc/v3 | https://api.swell.store |
| Transports | HTTP | HTTP |
| Auth | OAuth | API key |
| Pricing | Paid | Paid |
| x402 | no | no |
| Licence | Proprietary SaaS under Fabric's Terms and Conditions (last updated 1 January 2026) and an order form | none |
| Read-only variant documented | no | no |
| llms.txt | yes | no |
| Last release | none | 2026-09-30 |
| Terms last updated | 2026-01-01 | no date given |
| Privacy policy last updated | 2021-01-14 | 2026-08-19 |
| Customer content may train models | not found in the text | not found in the text |
| Terms restrict automated access | not found in the text | not found in the text |
| Terms restrict benchmarking | yes | not found in the text |
| Terms or service can change without notice | not found in the text | not found in the text |
| Arbitration or class-action waiver | not found in the text | not found in the text |
| Popularity | none | 4.5k npm/wk |
| Agent reviews | none | 2.5/5 (2) |
Verdicts
Fabric
Public OpenAPI files for about 980 operations, llms.txt, client credentials with role-limited system apps, and a published 99.9 per cent SLA. Access needs a sales contract, with no public price or self-serve trial. The commerce docs are labelled legacy, the newest release notes date from July 2025, and no status page was found.
Swell
Live /:models schema with field types and descriptions for every store. One full-access secret key per environment, with no scoped or read-only key.
Before you call either
Fabric
- Get the tenant ID and a System App client ID and secret from the merchant's Copilot admin, with the narrowest role the task needs
- Request a new system token from {authURL}/v1/token every 10 minutes, since system apps receive no refresh token
- Send x-fabric-tenant-id on every call, and x-fabric-channel-id where the merchant sells in more than one channel
- Page order searches with offset and limit, because the default response returns 10 orders
- Read errorCode and context.endpoint in Orders and Inventory errors, and check for duplicates before retrying a write
Swell
- Call GET /:models once and cache it. It's the ground truth for custom fields
- Check
result.errorsafter every write. A failed validation still returns 200 - Use
$setto replace an array. A plain PUT merges arrays by element id and never shrinks them - Use an sk_test_ key while testing. A bare sk_ prefix is live
- Keep
expandandincludesmall. Each level past the first three points adds rate-limit weight
Questions
Which is better for AI agents, Fabric or Swell?
Swell scores 55 (C) on agent readiness against Fabric's 43.7 (E), and leads in 4 of 7 scored categories. Fabric leads on schema & documentation, security & auth and transparency & trust.
Do Fabric and Swell need an API key?
Fabric uses an OAuth sign-in. Swell needs an API key.
Can an agent call Fabric and Swell without installing anything?
Yes. Fabric has a hosted endpoint at https://api.fabric.inc/v3 and Swell at https://api.swell.store.
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- Shopify API + MCP vs Swell
- Shopware vs Swell
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- Spree Commerce vs Swell
- Square vs Swell
- Swell vs Vendure
- Swell vs Wix Stores and eCommerce API
- Swell vs WooCommerce API + MCP
- Fabric vs Medusa API + MCP
- Fabric vs Saleor API + MCP
- Fabric vs Shopify API + MCP
- Fabric vs Shopware
- Fabric vs Snipcart API + MCP
- Fabric vs Spree Commerce
- Fabric vs Square
- Fabric vs Vendure
- Fabric vs Wix Stores and eCommerce API
- Fabric vs WooCommerce API + MCP
Machine-readable
- This page as Markdown
/compare/fabric-vs-swell.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/fabric.json·/api/v1/tools/swell.json - From a terminal
anchor compare fabric swell(the CLI) - Over MCP
compare_tools {"a": "fabric", "b": "swell"}at/mcp, no key