Looking for a Twelve Labs Alternative?
Compare Mixpeek vs Twelve Labs for video understanding in 2026: modalities, pricing, where your content lives, and migration. Honest breakdown of when each wins.
TL;DR: Twelve Labs is the best pure video-understanding API: video-native Marengo and Pegasus models with minimal setup. Mixpeek is the better fit when video is part of a mixed corpus (documents, images, audio), when you want the extracted signals (scenes, transcripts, on-screen text, faces, objects) indexed and searchable together over your own object storage, or when you want transparent per-unit pricing (video $0.05/min, plans from $25/mo). Many teams even combine them: generate Marengo embeddings with Twelve Labs and store, filter, and search them in Mixpeek MVS.
Mixpeek
Twelve LabsWhy Teams Choose Mixpeek Over Twelve Labs
Mixpeek provides a complete multimodal AI platform that goes beyond what Twelve Labs offers.
Broader Multimodal Support: video + audio + image + PDF + text indexed and searched together
Your Storage, Indexed: connect the S3/GCS buckets you already have; content stays in your storage
Features as Data: faces, on-screen text, transcripts, objects, and scenes become queryable fields, not one-off JSON
Transparent Unit Pricing: video $0.05/min, audio $0.01/min, images $1.50/1K, plans from $25/mo
Discovered Structure: clustering and taxonomies organize the library and feed relevance back
Single-Tenant Option: dedicated, isolated data plane in your chosen cloud and region for enterprise
Quick Comparison: Mixpeek vs. Twelve Labs
| Dimension | Mixpeek | Twelve Labs |
|---|---|---|
| Best for | Multimodal search over your own object storage, features as queryable data, agents | Best out-of-the-box video-native models, video-only apps |
| Deployment | Managed cloud or enterprise single-tenant (your cloud, your region) | Cloud-only |
| Modalities | Video + Audio + Image + PDF + Text | Video-only |
| Cost Model | Plans from $25/mo + transparent per-unit usage (video $0.05/min) | Multi-meter usage-based |
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 Twelve Labs alternative?
Mixpeek is a leading alternative to Twelve Labs, 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 Twelve Labs?
TL;DR: Twelve Labs is the best pure video-understanding API: video-native Marengo and Pegasus models with minimal setup. Mixpeek is the better fit when video is part of a mixed corpus (documents, images, audio), when you want the extracted signals (scenes, transcripts, on-screen text, faces, objects) indexed and searchable together over your own object storage, or when you want transparent per-unit pricing (video $0.05/min, plans from $25/mo). Many teams even combine them: generate Marengo embeddings with Twelve Labs and store, filter, and search them in Mixpeek MVS.
Can I migrate from Twelve Labs 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 Twelve Labs?
Book a demo to see how Mixpeek can replace Twelve Labs with a more capable, flexible multimodal AI platform. Our solutions team will help you evaluate the migration path.
Explore More Comparisons
VS
Mixpeek vs DIY Solution
Compare the multimodal data warehouse approach with cobbling together vector databases, embedding APIs, processing pipelines, and glue code. The total cost of a Frankenstack is 10-20x higher than you think.
View ComparisonVS
Mixpeek vs Coactive AI
See how Mixpeek's developer-first, API-driven multimodal AI platform compares against Coactive AI's UI-centric media management.
View ComparisonVS
Mixpeek vs Glean
Compare Mixpeek's deep multimodal analysis with Glean's AI-powered enterprise search and knowledge discovery capabilities.
View ComparisonVS
Mixpeek vs Pinecone
Compare Mixpeek's multimodal data warehouse with Pinecone's managed vector database. Warehouse-grade tiered storage, multi-stage retrieval pipelines, and automatic feature extraction vs. single-vector KNN search.
View ComparisonVS
Mixpeek vs Turbopuffer
Compare Mixpeek's full-stack multimodal platform with Turbopuffer's serverless vector database offering.
View ComparisonVS
Mixpeek vs LangChain
Compare Mixpeek's end-to-end multimodal AI platform with LangChain's framework for building LLM-powered applications.
View Comparison