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Jina

Search + read-to-markdown Search jina.ai ↗

A URL-to-markdown Reader that benchmarks at the top of its class, plus search that hands back full-page markdown in a single call.

Where Jina lands

Composite scores out of 10, from benchmark runs where every provider faces the identical task corpus. Rank is within that capability's field; the newest run backing this page is 2026-06-22. Full method: how we measure.

Parse · PDF/doc 8.43 /10
rank 2 of 3 2026-06-22
Text accuracy
0.78
Latency p50
263 ms
Cost
$0 / useful
Errors
0%
No OCR: scanned PDFs come back empty.
Search 7.69 /10
rank 1 of 11 · leads the field 2026-06-20
Recall@10
0.60
Latency p50
1.4 s
Cost
$0.00033 / useful result
Errors
0%
First across all three query classes.
Answer 6.61 /10
rank 7 of 7 2026-06-21
Correctness
1.00
Citation faithfulness
0.11
Latency p50
2.6 s
Cost
$0.02 / call
Errors
0%

The honest pitch

Strongest case

Reach for it if a URL needs to become clean, LLM-ready markdown, or you want search and read combined in one call.

Known trade-off

Skip it when high search RPM or lots of results per query matter — the default is ≤5 results and RPM runs low.

About Jina

Jina concentrates on converting the web’s live mess into input a model can trust. Point the Reader at any URL and pristine markdown comes back with boilerplate already stripped; the search endpoint goes further, executing a query and handing back full page content for every result in one call. For agents and RAG pipelines that need dependable text instead of raw HTML, it ranks among the strongest tools available, and its own embedding and reranking models complete the retrieval stack end to end.

Reaching it through NativePort

Identical paths, parameters and responses to Jina's own documentation — the gateway holds the upstream credential and meters your balance at Jina's real published usage price.

curl https://api.nativeport.ai/jina/<native-path> \
  -H "Authorization: Bearer $NATIVEPORT_API_KEY"
Entry price ~token-based Provider latency low RPM Provider MCP official Route /jina