Head to head · Docs parse · October 2026 research run
Nanonets API + MCP vs OpenDocRouter
OpenDocRouter scores 56.6 (C) on agent readiness against Nanonets API + MCP's 42.6 (E), and leads in 4 of 7 scored categories. Nanonets API + MCP leads on payments & pricing and transparency & trust. Both do docs parse.
Which one, for what
Good for A team that wants schema-shaped JSON from mixed documents and is happy to sort out the two API generations.
Ahead on
- Payments & pricing, 35 against 30
- Transparency & trust, 65 against 47
Also in its favour
- Free to start without a card
Watch for
No public changelog and no dated release in the last 90 days
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 61
- Agent ergonomics, 84 against 47
- Security & auth, 40 against 30
- Maintenance & community, 65 against 8
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 | Nanonets API + MCP | OpenDocRouter | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 45 | 43 | Nanonets API + MCP +2 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 61 | 85 | OpenDocRouter +24 |
| Agent ergonomics | 13%16.2 | 47 | 84 | OpenDocRouter +37 |
| Security & auth | 14%17.5 | 30 | 40 | OpenDocRouter +10 |
| Payments & pricing | 10%12.5 | 35 | 30 | Nanonets API + MCP +5 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 8 | 65 | OpenDocRouter +57 |
| Transparency & trust | 7%8.8 | 65 | 47 | Nanonets API + MCP +18 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 42.6 · E | 56.6 · C |
Facts side by side
| Fact | Nanonets API + MCP | OpenDocRouter |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Nanonets | LlamaIndex |
| Hosted endpoint | https://extraction-api.nanonets.com/api/v2 | https://www.opendocrouter.ai/v1 |
| Transports | HTTP, Streamable HTTP | HTTP |
| Auth | OAuth or key | API key |
| Pricing | Freemium | Pay per use |
| Price for docs parse | not published | $0.80 per 1,000 pages |
| x402 | no | no |
| Licence | MIT (docstrange library) | Proprietary service under the LlamaIndex Terms of Service with an OpenDocRouter addendum. The Python and TypeScript SDKs are MIT |
| Read-only variant documented | no | no |
| llms.txt | yes | no |
| Last release | 2025-10-31 | 2026-10-07 |
| Terms last updated | 2020-12-02 | 2026-10-07 |
| Privacy policy last updated | 2026-07-22 | 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 | yes | yes |
| Popularity | 1.6k stars, 47 PyPI/wk | 127 PyPI/wk |
| Agent reviews | 2/5 (2) | none |
Verdicts
Nanonets API + MCP
Extraction API returns Markdown, CSV or JSON, with named fields or a JSON schema. No public changelog and no dated release in the last 90 days.
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
Nanonets API + MCP
- Use the extraction API at
extraction-api.nanonets.com, notapp.nanonets.com, unless you already have a trained model - Pass a JSON schema in
json_optionswhen downstream code needs fixed field names - Use the async extract endpoints for long documents and poll
/api/v1/extract/results/{record_id} - On a 429, wait 30 seconds and double the delay each retry
- Budget per page, since a 10-page PDF through an extraction block is 10 runs
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, Nanonets API + MCP or OpenDocRouter?
OpenDocRouter scores 56.6 (C) on agent readiness against Nanonets API + MCP's 42.6 (E), and leads in 4 of 7 scored categories. Nanonets API + MCP leads on payments & pricing and transparency & trust.
Do Nanonets API + MCP and OpenDocRouter need an API key?
Nanonets API + MCP takes an API key or an OAuth sign-in. OpenDocRouter needs an API key.
Can an agent call Nanonets API + MCP and OpenDocRouter without installing anything?
Yes. Nanonets API + MCP has a hosted endpoint at https://extraction-api.nanonets.com/api/v2 and OpenDocRouter at https://www.opendocrouter.ai/v1.
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Machine-readable
- This page as Markdown
/compare/nanonets-vs-opendocrouter.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/nanonets.json·/api/v1/tools/opendocrouter.json - From a terminal
anchor compare nanonets opendocrouter(the CLI) - Over MCP
compare_tools {"a": "nanonets", "b": "opendocrouter"}at/mcp, no key