Pick Jina AI if
rAG and agent teams who will burn the 10 million free tokens on Reader or jina-embeddings-v4, then top up $50 for 1 billion tokens — not a team looking for a $20 chat seat.
Read the Jina AI pageJina AI vs Qdrant
Our take
Pick Jina AI if rAG and agent teams who will burn the 10 million free tokens on Reader or jina-embeddings-v4, then top up $50 for 1 billion tokens — not a team looking for a $20 chat seat. Pick Qdrant if rAG teams who will run OSS or Cloud Free for $0 (1 GB / 4 GB, ~1M × 768-d vectors) and only open Standard when they need dedicated RAM and a 99.5% SLA.
Best for
Jina AI Retrieval quality you meter in prepaid tokens
Qdrant Store and search embeddings you already made
Free plan
Jina AI No free plan
Qdrant $0 · you host Docker / Kubernetes / Edge
Lowest paid
Jina AI Prototype $50
Qdrant Cloud Standard $85/mo
Next step up
Jina AI Production $500
Qdrant
Coding agent
Jina AI DeepSearch
Qdrant
Watch out
Jina AI Free 10M is non-commercial
Qdrant Free Cloud suspends after 1 idle week
Last checked
Jina AI 2026-10-22 · jina.ai/api-dashboard/pricing
Qdrant 2026-10-22 · qdrant.tech/pricing
Which one, then?
Pick Qdrant if
rAG teams who will run OSS or Cloud Free for $0 (1 GB / 4 GB, ~1M × 768-d vectors) and only open Standard when they need dedicated RAM and a 99.5% SLA.
Read the Qdrant page