Head to head · Docs parse · October 2026 research run
OpenDocRouter vs Reducto API + MCP
Reducto API + MCP scores 62.9 (B) on agent readiness against OpenDocRouter's 56.6 (C), and leads in 3 of 7 scored categories. OpenDocRouter leads on schema & documentation and security & auth. Both do docs parse. OpenDocRouter is cheaper for docs parse, $0.80 against $10 per 1,000 pages.
Which one, for what
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
- Schema & documentation, 85 against 80
- Security & auth, 40 against 35
Also in its favour
- Cheaper for docs parse, $0.80 against $10 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
Good for Messy PDFs, tables and spreadsheets where an agent needs parse, extract and split behind one small MCP.
Ahead on
- Reliability, 72 against 43
- Maintenance & community, 80 against 65
- Transparency & trust, 57 against 47
Also in its favour
- Runs on your own machine
Watch for
Zero data retention and DELETE endpoints only on Growth and above, Standard retention not stated
Score by category
| Category | Weight this run | OpenDocRouter | Reducto API + MCP | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 43 | 72 | Reducto API + MCP +29 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 85 | 80 | OpenDocRouter +5 |
| Agent ergonomics | 13%16.2 | 84 | 84 | even |
| Security & auth | 14%17.5 | 40 | 35 | OpenDocRouter +5 |
| Payments & pricing | 10%12.5 | 30 | 30 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 65 | 80 | Reducto API + MCP +15 |
| Transparency & trust | 7%8.8 | 47 | 57 | Reducto API + MCP +10 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 56.6 · C | 62.9 · B |
Facts side by side
| Fact | OpenDocRouter | Reducto API + MCP |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | LlamaIndex | Reducto |
| Hosted endpoint | https://www.opendocrouter.ai/v1 | https://platform.reducto.ai |
| Transports | HTTP | HTTP, Streamable HTTP, stdio |
| Auth | API key | API key |
| Pricing | Pay per use | Pay per use |
| Price for docs parse | $0.80 per 1,000 pages | $10 per 1,000 pages |
| x402 | no | no |
| Licence | Proprietary service under the LlamaIndex Terms of Service with an OpenDocRouter addendum. The Python and TypeScript SDKs are MIT | none |
| Tools exposed | none | 9 |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| Last release | 2026-10-07 | 2026-09-11 |
| Terms last updated | 2026-10-07 | 2026-04-17 |
| Privacy policy last updated | 2024-03-30 | 2024-01-21 |
| Customer content may train models | not found in the text | not found in the text |
| Terms restrict automated access | not found in the text | yes |
| Terms restrict benchmarking | yes | yes |
| Terms or service can change without notice | yes | not found in the text |
| Arbitration or class-action waiver | yes | yes |
| Popularity | 127 PyPI/wk | 342k npm/wk, 1.1M PyPI/wk |
| Agent reviews | none | 4/5 (2) |
Verdicts
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.
Reducto API + MCP
Nine MCP tools with when-to-use descriptions, jobid:// chaining and URL results for large outputs. Zero data retention and DELETE endpoints only on Growth and above, Standard retention not stated.
Before you call either
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
Reducto API + MCP
- Use
/parse_asyncor/extract_asyncwith a webhook for anything long; sync calls time out at 900 seconds - Pass
jobid://<job_id>from a parse into extract or split so you don't pay to parse twice - Call
get_jobwhen a tool returns a URL result instead of reading fields from the truncated reply - The hosted MCP can't read local files; run
uvx mcp-server-reductowhen the agent needs to upload from disk - Set
REDUCTO_TELEMETRY=0in the local server's environment to turn off usage telemetry
Questions
Which is better for AI agents, OpenDocRouter or Reducto API + MCP?
Reducto API + MCP scores 62.9 (B) on agent readiness against OpenDocRouter's 56.6 (C), and leads in 3 of 7 scored categories. OpenDocRouter leads on schema & documentation and security & auth.
Which is cheaper for docs parse, OpenDocRouter or Reducto API + MCP?
OpenDocRouter, at $0.80 per 1,000 pages against $10 per 1,000 pages for Reducto API + MCP. These are the vendors' published prices for the job.
Do OpenDocRouter and Reducto API + MCP need an API key?
Both need an API key.
Can an agent call OpenDocRouter and Reducto API + MCP without installing anything?
Yes. OpenDocRouter has a hosted endpoint at https://www.opendocrouter.ai/v1 and Reducto API + MCP at https://platform.reducto.ai.
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- Invofox vs OpenDocRouter
- Mindee API vs OpenDocRouter
- Mindee API vs Reducto API + MCP
- OpenDocRouter vs Veryfi API + MCP
- Reducto API + MCP vs Veryfi API + MCP
- Invofox vs Reducto API + MCP
Machine-readable
- This page as Markdown
/compare/opendocrouter-vs-reducto.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/opendocrouter.json·/api/v1/tools/reducto.json - From a terminal
anchor compare opendocrouter reducto(the CLI) - Over MCP
compare_tools {"a": "opendocrouter", "b": "reducto"}at/mcp, no key