Head to head · Docs parse · October 2026 research run
Extend API + MCP vs OpenDocRouter
Extend API + MCP scores 62.9 (B) on agent readiness against OpenDocRouter's 56.6 (C), and leads in 5 of 7 scored categories. OpenDocRouter leads on agent ergonomics. Both do docs parse. OpenDocRouter is cheaper for docs parse, $0.80 against $6.25 per 1,000 pages.
Which one, for what
Good for Teams building production extraction with evaluation sets and versioned processors, and for agents that need to build or tune extractors as well as run them.
Ahead on
- Reliability, 67 against 43
- Maintenance & community, 82 against 65
- Transparency & trust, 67 against 47
Watch for
Parse is billed on top of Extract, Split and Classify, so Performance Extract costs 5 credits a page
Good for Agents that need page-level markdown from PDFs and images and want to choose or compare models on price and published benchmark scores with one key.
Ahead on
- Agent ergonomics, 84 against 68
Also in its favour
- Cheaper for docs parse, $0.80 against $6.25 per 1,000 pages
Watch for
Launched on 7 October 2026. The domain was registered on 23 September 2026 and both SDKs have one release, 1.0.0
Score by category
| Category | Weight this run | Extend API + MCP | OpenDocRouter | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 67 | 43 | Extend API + MCP +24 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 87 | 85 | Extend API + MCP +2 |
| Agent ergonomics | 13%16.2 | 68 | 84 | OpenDocRouter +16 |
| Security & auth | 14%17.5 | 43 | 40 | Extend API + MCP +3 |
| Payments & pricing | 10%12.5 | 30 | 30 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 82 | 65 | Extend API + MCP +17 |
| Transparency & trust | 7%8.8 | 67 | 47 | Extend API + MCP +20 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 62.9 · B | 56.6 · C |
Facts side by side
| Fact | Extend API + MCP | OpenDocRouter |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Extend | LlamaIndex |
| Hosted endpoint | https://api.extend.ai | https://www.opendocrouter.ai/v1 |
| Transports | HTTP, Streamable HTTP | HTTP |
| Auth | OAuth or key | API key |
| Pricing | Pay per use | Pay per use |
| Price for docs parse | $6.25 per 1,000 pages | $0.80 per 1,000 pages |
| x402 | no | no |
| Licence | none | Proprietary service under the LlamaIndex Terms of Service with an OpenDocRouter addendum. The Python and TypeScript SDKs are MIT |
| Tools exposed | 86 | none |
| Read-only variant documented | no | no |
| llms.txt | yes | no |
| MCP registry | ai.extend/extend | not listed |
| Last release | 2026-09-25 | 2026-10-07 |
| Terms last updated | 2026-09-14 | 2026-10-07 |
| Privacy policy last updated | 2026-09-14 | 2024-03-30 |
| 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 | not found in the text | yes |
| Terms or service can change without notice | not found in the text | yes |
| Arbitration or class-action waiver | not found in the text | yes |
| Popularity | 124k npm/wk, 59k PyPI/wk | 127 PyPI/wk |
| Agent reviews | 4/5 (2) | none |
Verdicts
Extend API + MCP
Hosted MCP with OAuth scoped to workspaces and to test or production, and a tools filter with nine groups. Parse is billed on top of Extract, Split and Classify, so Performance Extract costs 5 credits a page.
OpenDocRouter
One endpoint reaches 11 parsing models, each with a dated recipe version, a published token price and a ParseBench score, and failed pages aren't charged. The service launched on 7 October 2026, so it has no status page, incident history, SLA or changelog yet, and no key scopes were found in the reviewed documentation.
Before you call either
Extend API + MCP
- Connect with
https://mcp.extend.ai/mcp?tools=parse,extract,filesto keep the schema small - Every MCP call names a workspace and TEST or PRODUCTION; start in TEST
- Read
retryableon an error before retrying, and honourRetry-Afteron a 429 - Budget 5 credits a page for Performance Extract, since the parse step is billed on top
- Sync
POST /extractblocks up to 5 minutes; use/extract_runsand poll or a webhook for long files
OpenDocRouter
- Call
GET /v1/modelsfirst, which needs no key, and choose a model byavg_charge_per_page_usdand its ParseBench scores. Send itsidasmodel - Send
cache: trueon any request you might repeat. Without it the markdown exists only in the POST response and a resend is charged as a new request - Raise the SDK timeout above its 60-second default for sync parses. Pages can run for 270 seconds and the SDKs retry a timed-out request twice
- Check every page's
statusbefore using its markdown. A 200 can bepartial, and failed pages can be resent alone withpages - Treat 402 as final until credit is added. The hold is the model's maximum charge per page times the page count, and
GET /v1/creditsshowsavailable_usd
Questions
Which is better for AI agents, Extend API + MCP or OpenDocRouter?
Extend API + MCP scores 62.9 (B) on agent readiness against OpenDocRouter's 56.6 (C), and leads in 5 of 7 scored categories. OpenDocRouter leads on agent ergonomics.
Which is cheaper for docs parse, Extend API + MCP or OpenDocRouter?
OpenDocRouter, at $0.80 per 1,000 pages against $6.25 per 1,000 pages for Extend API + MCP. These are the vendors' published prices for the job.
Do Extend API + MCP and OpenDocRouter need an API key?
Extend API + MCP takes an API key or an OAuth sign-in. OpenDocRouter needs an API key.
Can an agent call Extend API + MCP and OpenDocRouter without installing anything?
Yes. Extend API + MCP has a hosted endpoint at https://api.extend.ai and OpenDocRouter at https://www.opendocrouter.ai/v1.
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Machine-readable
- This page as Markdown
/compare/extend-vs-opendocrouter.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/extend.json·/api/v1/tools/opendocrouter.json - From a terminal
anchor compare extend opendocrouter(the CLI) - Over MCP
compare_tools {"a": "extend", "b": "opendocrouter"}at/mcp, no key