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Twelve Labs vs Winnow: Which Computer Vision Is Better in 2026?

Compare pricing, features, integrations, verified reviews, AI capabilities, security, and customer satisfaction, side by side, with no marketing spin.

Leads 2/9
Rating
,
Reviews
0
From
$3/mo

in Computer Vision

Rating
,
Reviews
0
From
Custom

in Computer Vision

The Short Answer

Twelve Labs vs Winnow, in 15 seconds

Choose Twelve Labs if…

  • You want the lower entry price
  • You need a genuinely free plan
  • You have strict security & compliance needs

Choose Winnow if…

  • You want to trial before paying
  • You depend on a broad integration ecosystem

Head-to-Head Scorecard

How Twelve Labs and Winnow score

Twelve Labs leads on 2 of 9 measured dimensions.

  • Customer Rating

    Average score from verified user reviews

    Even
    Twelve
    No reviews
    Winnow
    No reviews
  • Review Volume

    Number of verified reviews, a proxy for adoption

    Even
    Twelve
    0
    Winnow
    0
  • Entry Pricing

    Lowest published starting price (free plan = lowest)

    Twelve Labs
    Twelve
    $3/mo
    Winnow
    Custom
  • Free Access

    Availability of a free plan and/or free trial

    Even
    Twelve
    Free plan
    Winnow
    Free trial
  • Integrations

    Number of listed third-party integrations

    Winnow
    Twelve
    4
    Winnow
    6
  • Features

    Number of listed product capabilities

    Even
    Twelve
    6
    Winnow
    6
  • AI Features

    Capabilities mentioning AI, automation or ML

    Even
    Twelve
    ,
    Winnow
    ,
  • Security & Compliance

    Number of listed compliance certifications

    Twelve Labs
    Twelve
    2
    Winnow
    1
  • Platforms & Deployment

    Supported platforms and deployment options

    Even
    Twelve
    4
    Winnow
    4

Feature Comparison

Twelve Labs vs Winnow feature breakdown

Search or filter the full feature matrix, core features, AI, integrations, APIs, security and compliance.

Twelve Labs
Winnow
Overview
User rating
,
,
Pricing model
USAGE_BASED
Subscription
Starting price
$3/mo
Custom
Free version
Free trial
Features
Key capabilities
Semantic video searchVideo analysisVideo embeddingsMultimodal understandingFlexible plansPrivate deployments
Camera-based waste trackingWaste analyticsMenu insightsSustainability reportingPhone order takingPOS integration
AI features
,
,
Integrations & API
Integrations
AWSAzureGoogle CloudNVIDIA
ToastSquareCloverOloDoorDashTwilio
Public API
Platforms
Deployment
CloudSelf-hosted
CloudSaaS
Platforms
APIWeb
WebAPI
Mobile support
Security & Compliance
Compliance
SOC 2GDPR
PCI DSS
Vendor
Company
,
,
Verified
Founded
2021
2013
Headquarters
San Francisco, California, USA
London, United Kingdom

Pricing Comparison

Twelve Labs vs Winnow pricing

Entry pricing, plan tiers and the cost factors that shape total cost of ownership.

Twelve Labs

$3/mo to start
FreeFree
  • Up to 10 hours of indexing
  • 600 minutes of video upload
  • 90-day index access
  • No credit card
Developer$3/hour
  • Indexing $2.50 per hour
  • Search API $4 per 1,000 queries
  • Analyze API $1.75 per hour input video
  • Embed API $0.20 to $0.26 per 1M tokens
EnterpriseCustom
  • Committed contracts
  • Unlimited usage tiers
  • Private or self-managed deployment

Winnow

Custom to start
ProCustom
  • Email support
  • Integrations
  • Camera-based waste tracking
  • Higher usage limits
EnterpriseCustom
  • Dedicated support
  • Menu insights
  • SSO and admin controls
  • Everything in Pro

Total cost of ownership factors

Free planTwelve Winnow
Free trial to evaluateTwelve Winnow
Transparent published pricingTwelve Winnow
Public API (build vs. buy add-ons)Twelve Winnow

Beyond list price, factor in implementation, training, add-ons and per-seat scaling when estimating total cost of ownership.

Pros & Cons

Twelve Labs vs Winnow: strengths and trade-offs

Twelve Labs

Pros

  • Free plan available
  • Compliance: SOC 2, GDPR
  • Public API available

Cons

  • Fewer native integrations than the alternative

Winnow

Pros

  • Free trial offered
  • Broad integration ecosystem (6)
  • Compliance: PCI DSS
  • Public API available

Cons

  • No free plan
  • Pricing is quote-based (less transparent)

Buyer Fit

Who should use Twelve Labs vs Winnow?

Startups

Twelve Labs

Twelve Labs keeps early-stage costs lowest with its entry tier.

Small businesses

Twelve Labs

Twelve Labs offers the most accessible pricing for lean teams.

Agencies

Winnow

Winnow connects to more tools for multi-client workflows.

Enterprises

Twelve Labs

Twelve Labs leads on compliance and breadth for complex needs.

Ecommerce

Winnow

Winnow integrates with more of the commerce stack.

SaaS companies

Either

Either is the more developer- and automation-friendly choice.

Integration overlap

Only in Twelve Labs (4)

AWSAzureGoogle CloudNVIDIA

Only in Winnow (6)

ToastSquareCloverOloDoorDashTwilio

Keep Exploring

Other alternatives worth considering

Similar computer vision products buyers compare alongside Twelve Labs and Winnow.

Ask SIA which solution fits your business

SIA, Saaskart's AI buying assistant, weighs Twelve Labs and Winnow against your team size, budget, integrations and compliance needs, then recommends the right fit and the questions to ask each vendor.

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Twelve Labs vs Winnow, Frequently Asked Questions

What is the difference between Twelve Labs and Winnow?

Twelve Labs and Winnow are both Computer Vision solutions. Twelve Labs is rated 0.0/5 by 0 users, while Winnow is rated 0.0/5 by 0 users. The main differences lie in pricing, features, and target audience.

Which is better, Twelve Labs or Winnow?

Based on user ratings, Twelve Labs scores higher at 0.0/5. The best choice depends on your team size, budget, and specific requirements.

Which is cheaper, Twelve Labs or Winnow?

Twelve Labs is the more affordable option, starting at $3/month.

Does Twelve Labs or Winnow have a free plan?

Twelve Labs offers a free plan. Winnow does not have a free tier but does offer a free trial.

Can I switch from Twelve Labs to Winnow?

Switching between Twelve Labs and Winnow is possible. Both support data export. Check integration compatibility and plan for data migration to minimise disruption to your team.

Who should use Twelve Labs vs Winnow?

Twelve Labs is best suited for teams that prioritise enterprise features. Winnow works well for teams needing advanced capabilities.

Our Verdict

The bottom line on Twelve Labs vs Winnow

Best Overall

Either

It's a tie balances user satisfaction and proven adoption.

Best for Startups

Twelve Labs

Twelve Labs has the friendliest entry point for new teams.

Best for Enterprise

Twelve Labs

Twelve Labs leads on compliance and feature breadth.

Best Value

Twelve Labs

Twelve Labs delivers the lowest cost to get started.

Best AI Features

Either

Comparable AI capabilities on both sides.

Highest Rated

Either

Both earn equal user ratings.

Ready to decide between Twelve Labs and Winnow?

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