Weave vs Woven Video: Features, Pricing & Which Is Better (2026)

A side-by-side comparison of Weave and Woven Video — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.

Weave

WorkWeave

Freemium

Engineering intelligence platform that measures the ROI of AI coding spend and routes every prompt to the most cost-efficient model.

Prompt-to-Production Analysis: LLM and ML models analyse commits, tokens, pull requests, reviews, deploys, and AI telemetry as a single pipeline rather than isolated metrics.
AI ROI Scoring: Token consumption is scored for cost, efficiency, and quality, benchmarked against thousands of engineering organisations, so spend is measured by value rather than volume.
Per-Engineer AI Impact: A breakdown of AI usage rate, AI score, code quality, and output change versus baseline for each engineer over a rolling window.
Weave Prompt Router: Classifies every prompt and routes it to the most cost-efficient model without compromising speed or quality, learning from individual and organisation-level feedback.
One-Command Router Install: Running npx @workweave/router detects your existing clients and writes one env var per provider for Anthropic, OpenAI, and Google, with the bearer token staying on your device unless you export it.
Wooly Engineering Agent: An AI agent that reviews all your engineering data to suggest where and how to improve, answering questions grounded in your own records with citations, available in-app or over MCP.
Standard Framework Reporting: DORA and SPACE metrics plus survey data combined with AI-specific measures in one pane of glass for executive reporting.
Enterprise Compliance Controls: SOC 2 Type II certification with regular third-party audits, GDPR and HIPAA compliance, SSO via SAML and OIDC, SCIM provisioning, and role-based access.

Justifying AI Tooling Spend: Producing an executive report on what a Claude Code or Cursor rollout actually returned, benchmarked against peer organisations.
Cutting Inference Costs: Routing routine edits to cheaper models and reserving frontier models for work that needs them, without changing how developers work.
Finding SDLC Bottlenecks: Identifying where pull requests, reviews, or deploys stall using DORA and SPACE metrics alongside AI telemetry.
Coaching Engineers on AI Use: Seeing which engineers get real quality and output gains from AI assistance and which are consuming tokens without effect.
Agent Observability: Tracking what autonomous coding agents contribute to the codebase separately from human-authored work.
Ad-Hoc Engineering Questions: Asking Wooly where deployment cycles are getting stuck and receiving an answer cited back to the organisation's own records.

Woven Labs

Paid

Native macOS AI video editor: ask for the edit in chat, then fine-tune it on a real multi-track timeline.

Chat-Based Editing: Describe the edit in plain language and Woven applies it to your footage on the timeline.
Real Multi-Track Timeline: Fine-tune any AI-made edit manually with a full timeline instead of a black-box result.
Caption Styles: Word-by-word highlight, progressive build-up, or classic subtitles for short-form video.
Transitions and Text Animation: Fade, whip, flash, glitch and zoom transitions plus pop, typewriter and loop text effects.
Built-in Sound Effects: A library of 35 sound effects with keyboard triggers to add whooshes, pops and impacts.
Agent Integration: Paste a setup prompt into Claude Code or Codex so the agent can request edits that appear in Woven.
Media Generation: Generate images, video and music with Woven-hosted models using monthly credits.

YouTube Production: Cutting long-form videos by describing edits instead of scrubbing manually.
Short-Form Content: Producing Reels, TikToks and Shorts with captions and effects.
Podcast Clips: Turning podcast recordings into captioned video clips.
Gaming Videos: Editing gameplay footage quickly with sound effects and transitions.
Product Demos and Ads: Assembling polished promo videos with AI presenters and generated media.
Agent-Driven Workflows: Letting a coding agent request edits through the connected editor.