Looking for a Glean Alternative?

Q: What is the best Glean alternative?

Mixpeek is a leading alternative to Glean. It indexes video, audio, images, PDFs, and text into searchable features (scenes, transcripts, faces, on-screen text) over your own object storage. Teams choose Mixpeek for multi-stage retriever pipelines, clustering that promotes to taxonomies, and transparent per-unit pricing (video $0.05/min, plans from $25/mo).

Q: Where does my data live with Mixpeek vs Glean?

With Mixpeek, your content stays in your own object storage (S3/GCS) and is indexed in place. Enterprise plans add single-tenant deployment: a dedicated, isolated data plane (database, compute, vector shard, bucket) in your chosen cloud and region, with SOC 2-ready and HIPAA-ready controls.

Compare Mixpeek's deep multimodal analysis with Glean's AI-powered enterprise search and knowledge discovery capabilities.

TL;DR: Mixpeek excels at building custom AI applications with deep analysis of raw multimodal data, while Glean provides a turnkey solution for searching and understanding content across existing enterprise systems.

Mixpeek

Glean

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Why Teams Choose Mixpeek Over Glean

Mixpeek provides a complete multimodal AI platform that goes beyond what Glean offers.

Advanced Multimodal Understanding (Video, Audio, Image, Text, PDF).

Developer-First & API-Driven, highly composable for custom solutions.

Scalable & Flexible Pipelines for bespoke data processing workflows.

Real-time & Batch Processing for diverse application needs.

Quick Comparison: Mixpeek vs. Glean

Dimension	Mixpeek	Glean
Best for	Building bespoke multimodal AI applications	Unified search across company apps
Flexibility	High (developer-centric)	Moderate (SaaS platform)

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What Mixpeek Brings to the Table

A complete multimodal AI platform built for developers and ML teams who need more than a point solution.

Multimodal Processing

Process video, audio, images, PDFs, and text in a single platform. Deep scene-level analysis, ASR, object recognition, and document understanding built in.

Advanced Retrieval

Multi-stage retriever pipelines: metadata filters, multimodal feature search, fusion, and reranking in one declarative pipeline — with BYO embeddings via MVS.

Flexible Deployment

Your storage, indexed: content stays in your own S3/GCS buckets; enterprise single-tenant gives you a dedicated, isolated data plane in your cloud and region.

Composable Pipelines

Pluggable extractors, retrievers, and indexers let you build exactly the pipeline your use case requires. No rigid, one-size-fits-all workflows.

Production Ready

Enterprise-grade infrastructure with SLAs, managed scaling, and a solutions team to help you get to production fast.

Cost Predictability

Self-hosting option eliminates per-API-call costs. Contracted pricing with no surprise bills or usage spikes.

Frequently Asked Questions

What is the best Glean alternative?

Mixpeek is a leading alternative to Glean, indexing video, audio, images, PDFs, and text into searchable features over your own object storage. Teams choose Mixpeek for multi-stage retriever pipelines, clustering that promotes to taxonomies, and transparent per-unit pricing.

How does Mixpeek compare to Glean?

Can I migrate from Glean to Mixpeek?

Yes. Mixpeek provides migration support at no additional cost. The typical migration takes 1-2 weeks with assistance from the Mixpeek solutions team. You can run both platforms in parallel during testing before fully switching.

Where does my data live with Mixpeek?

Your content stays in your own object storage (S3/GCS) and is indexed in place. Enterprise plans add single-tenant deployment: a dedicated, isolated data plane in your chosen cloud and region, with SOC 2-ready and HIPAA-ready controls.

What modalities does Mixpeek support?

Mixpeek supports video (frame and scene-level analysis), audio (speech-to-text, sound classification), images (object detection, visual embeddings), PDFs (document understanding, table extraction), and text (semantic search, entity extraction).

Ready to Switch from Glean?

Book a demo to see how Mixpeek can replace Glean with a more capable, flexible multimodal AI platform. Our solutions team will help you evaluate the migration path.

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