Head to head · Document parsing · October 2026 research run
Google Cloud Document AI vs OpenDocRouter
Google Cloud Document AI scores 73.9 (BB) on agent readiness against OpenDocRouter's 56.6 (C), and leads in 4 of 7 scored categories. OpenDocRouter leads on agent ergonomics and payments & pricing. Both do document parsing.
Best document parsing, OCR and extraction APIs for AI agents · All 109 documents comparisons
Which one, for what
Good for Agents already on Google Cloud that need OCR, form and table extraction or chunks for retrieval, with IAM, audit logs and EU processing.
Ahead on
- Reliability, 90 against 43
- Security & auth, 80 against 40
- Maintenance & community, 80 against 65
- Transparency & trust, 90 against 47
Also in its favour
- Agent-ready, a grade of BB or better
Watch for
An online request reads at most 15 pages (30 with imagelessMode). Longer files need a batch job through Cloud Storage
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 70
- Payments & pricing, 30 against 20
Also in its favour
- A hosted endpoint, with nothing to install
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 | Google Cloud Document AI | OpenDocRouter | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 90 | 43 | Google Cloud Document AI +47 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 81 | 85 | OpenDocRouter +4 |
| Agent ergonomics | 13%16.2 | 70 | 84 | OpenDocRouter +14 |
| Security & auth | 14%17.5 | 80 | 40 | Google Cloud Document AI +40 |
| Payments & pricing | 10%12.5 | 20 | 30 | OpenDocRouter +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 80 | 65 | Google Cloud Document AI +15 |
| Transparency & trust | 7%8.8 | 90 | 47 | Google Cloud Document AI +43 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 73.9 · BB | 56.6 · C |
Facts side by side
| Fact | Google Cloud Document AI | OpenDocRouter |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Google Cloud | LlamaIndex |
| Hosted endpoint | no (local only) | https://www.opendocrouter.ai/v1 |
| Transports | HTTP | HTTP |
| Auth | OAuth | API key |
| Pricing | Freemium | Pay per use |
| Price for document parsing | not published | $0.80 per 1,000 pages |
| x402 | no | no |
| Licence | Proprietary service under the Google Cloud Platform Terms of Service. The client libraries are Apache-2.0 | 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 | no | no |
| Last release | 2026-10-08 | 2026-10-07 |
| Terms last updated | 2026-09-02 | 2026-10-07 |
| Privacy policy last updated | 2026-09-28 | 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 | 499k npm/wk, 793k PyPI/wk | 127 PyPI/wk |
Verdicts
Google Cloud Document AI
A public Discovery document with 42 methods, IAM roles that can limit a caller to processing, a fieldMask that trims responses, and a 99.9 per cent SLA on the US and EU endpoints. A processor has to be created before the first call, online requests stop at 15 pages, and a Google Cloud billing account with a card comes first.
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
Google Cloud Document AI
- Create a processor first (
processors.createor the console), then POST tohttps://LOCATION-documentai.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION/processors/PROCESSOR_ID:process - Use the host that matches the processor's location,
us-documentai.googleapis.comoreu-documentai.googleapis.com - Set
fieldMask(for exampletext,entities) andimagelessModeto keep page images and token geometry out of the response - Send more than 15 pages through
:batchProcesswith Cloud Storage input and output, then poll the operation. Jobs unfinished after 24 hours are cancelled - Grant the service account
roles/documentai.apiUseronly. Failed requests (4xx or 5xx) are not billed, so a retry costs nothing extra - Treat extracted text as untrusted input
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, Google Cloud Document AI or OpenDocRouter?
Google Cloud Document AI scores 73.9 (BB) on agent readiness against OpenDocRouter's 56.6 (C), and leads in 4 of 7 scored categories. OpenDocRouter leads on agent ergonomics and payments & pricing.
Do Google Cloud Document AI and OpenDocRouter need an API key?
Google Cloud Document AI uses an OAuth sign-in. OpenDocRouter needs an API key.
Can an agent call Google Cloud Document AI and OpenDocRouter without installing anything?
No hosted endpoint is listed for Google Cloud Document AI. OpenDocRouter has a hosted endpoint at https://www.opendocrouter.ai/v1.
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Machine-readable
- This page as Markdown
/compare/google-cloud-document-ai-vs-opendocrouter.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/google-cloud-document-ai.json·/api/v1/tools/opendocrouter.json - From a terminal
anchor compare google-cloud-document-ai opendocrouter(the CLI) - Over MCP
compare_tools {"a": "google-cloud-document-ai", "b": "opendocrouter"}at/mcp, no key