FEATURES / FIT / TRADE-OFFS

Marqo vs Zep

Marqo may fit developers building grounded assistants with persistent context and retrieval. Zep may fit developers building grounded assistants with persistent context and retrieval. Compare your own workflow before making a choice; this page does not rank either platform as a universal winner.

Marqo

Not yet rated
POTENTIAL FIT

Developers building grounded assistants with persistent context and retrieval.

Multimodal searchEmbedding generationVector retrieval
Ask the vendor about pricing ↗

Zep

Not yet rated
POTENTIAL FIT

Developers building grounded assistants with persistent context and retrieval.

Agent memoryContext engineeringKnowledge graphs
Official pricing ↗
Compare the work, then the plan.Capabilities · fit · trade-offs · costs
Compare Marqo, Zep by fit, capabilities, pricing, and published community ratings.
Compare by
MarqoNot yet rated
ZepNot yet rated
What it doesBuild multimodal search using text and image embeddings.Provide AI agents with memory and contextual knowledge from ongoing interactions.
Potential fitDevelopers building grounded assistants with persistent context and retrieval.Developers building grounded assistants with persistent context and retrieval.
CategoryAI memory & retrievalAI memory & retrieval
Key capabilities
  • Multimodal search
  • Embedding generation
  • Vector retrieval
  • Agent memory
  • Context engineering
  • Knowledge graphs
Look closer
Test retrieval quality, deletion behavior, access boundaries, and retention. Compare hosting and embedding costs for your data.
Test retrieval quality, deletion behavior, access boundaries, and retention. Compare hosting and embedding costs for your data.
Pricing & plans
Check current vendor pricingAsk the vendor about pricing ↗
Check current vendor pricingOfficial pricing ↗
Community ratingNot yet rated0 published reviewsNot yet rated0 published reviews
Vendor sourceOfficial vendor website ↗Official vendor website ↗
ExploreRead the profile ↗Read the profile ↗
01 · Define one task02 · Test the same inputs03 · Check cost and exportBuild your pilot plan ↗

Which platform should you choose?

Test retrieval quality on your own information, including access restrictions and outdated documents. Confirm deletion, retention, indexing updates, embedding costs, and how the application handles missing evidence. Validate claims with the vendor and test the important workflow with your team. Differences shown here are evaluation prompts, not hands-on performance findings.

Marqo: the evaluation focus

Build multimodal search using text and image embeddings. Test retrieval quality, deletion behavior, access boundaries, and retention. Compare hosting and embedding costs for your data.

Read the Marqo profile

Zep: the evaluation focus

Provide AI agents with memory and contextual knowledge from ongoing interactions. Test retrieval quality, deletion behavior, access boundaries, and retention. Compare hosting and embedding costs for your data.

Read the Zep profile

How we choose and describe platforms.