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Coactive AI vs Mixpeek

A side-by-side comparison of Coactive AI and Mixpeek, two Vision tools, drawn from Ignaite's continuously-verified listings.

Compared from listings verified as of

Coactive AI

Vision

Multimodal platform that makes images and video searchable and structured.

View Coactive AI

Mixpeek

Vision

Find any scene in your video and multimodal library.

View Mixpeek

At a glance

Feature comparison of Coactive AI and Mixpeek
AttributeCoactive AIMixpeek
CategoryVisionVision
Pricing (differs)PAIDFREEMIUM
LicenseProprietaryProprietary
DeploymentCloudCloud
Platforms (differs)Web, APIAPI, Web
Model support (differs)Self-contained (on-device)Model-agnostic
Vendor (differs)Coactive AIMixpeek
Capabilities (differs)
  • Content moderation
  • Vector search
  • Recommendation engine
  • Data labeling
  • Video understanding
  • Vector search
  • Embeddings
  • OCR / scanned-document extraction
  • Transcription (STT)
  • Speaker diarization
  • Video understanding

The honest brief

Coactive AI

Reads meaning straight from pixels and audio, so visual archives become searchable without the manual tagging legacy DAM tools demand.

  • Search visual data with no tagging
  • Scales to large enterprise archives
  • Structures and governs media as data
  • Strong investor backing (a16z, Bessemer)
  • Enterprise-only, no public pricing
  • Not a self-serve or hobbyist tool
  • Narrowly focused on visual data
  • Onboarding requires sales contact

Mixpeek

One API for cross-modal retrieval over video, audio, images, and documents — joining faces, transcripts, and on-screen text in a single query.

  • Searches video, image, audio, and docs
  • Extracts faces, scenes, OCR, transcripts
  • Hybrid dense/sparse/BM25 retrieval
  • Indexes directly from object storage
  • Free vector-store tier
  • Developer/API-first, not no-code
  • Core platform is not open source
  • Smaller than general vector DBs

When to pick which

Both cover Vector search and Video understanding.

Pick Coactive AI if you need Content moderation, Recommendation engine, and Data labeling.

  • Content moderation (secondary capability)
  • Recommendation engine (secondary capability)
  • Data labeling (secondary capability)

Pick Mixpeek if you need Embeddings, OCR / scanned-document extraction, Transcription (STT), and Speaker diarization.

  • Embeddings (primary capability)
  • OCR / scanned-document extraction (secondary capability)
  • Transcription (STT) (secondary capability)
  • Speaker diarization (secondary capability)

Coactive AI leans on Video understanding as a headline capability; Mixpeek treats it as secondary.

  • Video understanding (primary capability)

They also differ on:

Pricing
PAID · FREEMIUM
Coactive AI detailsMixpeek detailsAll Vision apps