Jina AI
Promoted high after pinning official models API token matrix ($0.05/1M). Best as EU-friendly all-in-one…
Promoted high after pinning official models API token matrix ($0.05/1M). Best as EU-friendly all-in-one embed+rerank+Reader one-liner peer to Cohere/Voyage/Firecrawl. Depot embeddings default stays Cohere; rerank pick stays Voyage. Strengths: One vendor for embeddings + rerank + Reader (URL-to-markdown); r.jina.ai is a common one-liner in agent tools; EU HQ / multilingual embedding models.
Lock-in risk: higher = more lock-in (worse). Overall already inverts this dimension.
Promoted high after pinning official models API token matrix ($0.05/1M). Best as EU-friendly all-in-one embed+rerank+Reader one-liner peer to Cohere/Voyage/Firecrawl. Depot embeddings default stays Cohere; rerank pick stays Voyage.
Strengths
- · One vendor for embeddings + rerank + Reader (URL-to-markdown)
- · r.jina.ai is a common one-liner in agent tools
- · EU HQ / multilingual embedding models
Weaknesses
- · No per-model price on https://jina.ai/embeddings/ (fetched 2026-10-25, HTTP 200: no $ amount anywhere in the page HTML); prices come only from GET api.jina.ai/v1/models
- · Reader is not a full anti-bot crawler (Firecrawl/ZenRows still win hostile sites)
- · Embed quality usually trails Voyage-4 / Cohere embed-v4 in RAG bake-offs
Pricing notes
As of 2026-10-25 (GET api.jina.ai/v1/models): embeddings/rerank/reader-lm priced at pricing.prompt=0.00000005 → $0.05/1M tokens (jina-embeddings-v3/v4, jina-reranker-v3/v3.5, ReaderLM-v2, clip/colbert). jina-ocr-v1 $0.50/$2.00 per 1M prompt/completion. As of 2026-10-25 (https://jina.ai/embeddings/ FAQ): 'New users get an auto-generated API key with free tokens usable across any of our models.' The page states no free-token amount, so none is given here. Models API is source of record for prices. Same FAQ (2026-10-25): 'jina-embeddings-v4 is built on the Qwen2-VL base model, released under the Qwen Research License, which permits research and non-commercial use only. We therefore cannot license it commercially and provide it free of charge via the API instead.' and 'It is not suitable for production workloads'. The models API still lists jina-ai/jina-embeddings-v4 at pricing.prompt 0.00000005; Depot keeps the models-API figure (not re-priced here).
Sourced pricing
Contract status ambiguous · unlabeled_api_unit. Single normalized $/1M: null. Machine list: /api/pricing?provider=jina
- jina-embeddings-v3 · api_pricing_prompt_field · amount withheld · ambiguous · normalized null
- jina-embeddings-v5-text-nano · api_pricing_prompt_field · amount withheld · ambiguous · normalized null
- jina-ocr-v1 · api_pricing_prompt_field · amount withheld · ambiguous · normalized null
Community signals
Insight claims only — never mutate official scores. Outside reports: 0; seed examples: 0.
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