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Side-by-side comparison · Marketing & Ads

Arcads vs GoMarble vs Triple Whale

Everything that matters when choosing between them, in one place: our rating, what each can do, what they cost, and the trade-offs.

Arcads

3.7

Free to start

Best overall

GoMarble

3.9

From $139/mo

Triple Whale

3.8

Free to start

Comparing 3 tools, the maximum.

At a glance

Arcads

3.7
Easiest to use

Pick it if: Performance marketers who want cheap, fast video ads to test before investing in real creators.

GoMarble

3.9
Best overallBest value

Pick it if: Ecommerce brands and small marketing teams running paid ads without a dedicated analyst.

Triple Whale

3.8

Pick it if: Shopify brands spending real money on ads who want one honest view of profit and attribution.

Overview

AttributeArcadsGoMarbleTriple Whale
In one lineMakes talking-head video ads with AI actors, no filming or creators needed.An AI analyst for your ad accounts that explains what's working and lines up the fixes.Pulls your store, ad and email numbers into one dashboard you can ask questions of.
Pricing modelPaidFreemiumFreemium
Starting priceSee website$139/moFree
Free plan No Yes Yes
Works with Claude Code No Yes No

Rating breakdown

Our scores out of 5. The higher bar in each row is highlighted.

AttributeArcadsGoMarbleTriple Whale
Overall rating3.73.9Winner3.8
Ease of useHow quickly someone non-technical gets value from it.
4.0
3.5
3.5
FeaturesHow much it can do, and how well the pieces fit together.
3.5
4.5
4.5
Output qualityHow good the results are before you fix them.
4.0
4.0
4.0
Value for moneyWhat you get for the price, including the free plan.
3.0
3.5
3.0
Speed & reliabilityHow fast it is and how often it falls over.
4.0
4.0
4.0

Feature comparison

A tick means it does this today. A dash means we haven't checked.

AttributeArcadsGoMarbleTriple Whale
Access & platform
Free plan No Yes Yes
Mobile app No No Yes
Desktop app No No No
Browser extension No No No
API access Yes Yes Yes
Teams & business
Team workspace Yes Yes Yes
Enterprise plan or SSO Yes Yes Yes
Connects to other apps– Yes Yes
Open source or self-hosted No No No
AI abilities
Works with your files Yes– Yes
Understands images Yes Yes–
Makes images No––
Makes video Yes No No
Writes code No No No
Runs agents or automations No Yes Yes
Learns your brand or style No No No
Works in many languages Yes––
Capabilities score7/ 177/ 178/ 17

Pricing

Plans as listed on each vendor's site when we last checked. Confirm before you buy.

AttributeArcadsGoMarbleTriple Whale
Plans

StarterOur pick

See website

Testing a handful of scripts a month.

Free

Free

Seeing whether the analysis is worth paying for.

Free

Free

Smaller stores that want a single profit view.

Creator

See website

Brands producing video ads every week.

CopilotOur pick

$139/mo

Brands that want analysis and reports but will make changes themselves.

FoundationOur pick

See website

Brands that want attribution and cohort analysis.

Pro

Custom

Teams and agencies at volume.

Operator

$399/mo

Teams that want agents to make approved changes in live accounts.

Automate

See website

Brands that want Moby Agents running the analysis for them.

Scale

$799/mo

Agencies and larger brands with many accounts.

Enterprise

Custom

Large or multi-store brands.

Enterprise

Custom

Brands spending over $1.5M a month.

Which plan to pickArcads does not publish prices, so sign up for the trial and check the plan screen before you commit. Starter is enough to test whether the style works for your product; move up only once you have a winning script you want to localise or vary at scale.Start on Free and let the read-only agent audit one account for a fortnight. Copilot is the sweet spot for most small brands, because the analysis is the valuable part and you can make the edits yourself. Go to Operator once you trust its suggestions enough to approve them from your phone.Start on Free and use it until the lack of attribution actually costs you a decision. Foundation is the plan most brands need, but it is quoted on your revenue and locks you in for a year, so ask for the full price table before you commit.

Key features

AttributeArcadsGoMarbleTriple Whale
Standout features
  • AI actor library
  • Script to video
  • Product in hand
  • Languages
  • Bulk variations
  • Performance diagnosis
  • Ranked fixes
  • Agents with approval
  • Creative analysis
  • Scheduled reports
  • MCP server
  • Summary dashboard
  • Triple Pixel attribution
  • Moby
  • Moby Agents
  • Creative Cockpit
  • Customer and cohort analysis

Pros and cons

AttributeArcadsGoMarbleTriple Whale
Pros
  • Fast, convincing UGC-style video without a creator
  • Large actor library so test batches look varied
  • Localisation in more than 30 languages is cheap
  • Good for testing angles before spending on real production
  • Goes beyond reporting to the actual fix
  • Approval gate on every change is the right safety design
  • Free tier is a real trial of the analysis
  • Covers Meta, Google, TikTok and Microsoft in one place
  • MCP server for Claude
  • One honest view of profit after ad costs
  • Moby makes the numbers approachable for non-analysts
  • Attribution that does not rely on the ad platforms marking their own homework
  • The free dashboard is useful on its own
  • Widely used, so agencies and freelancers already know it
Cons
  • No published prices; you have to sign up to see plans
  • Credit-based billing means long videos eat your allowance
  • Product close-ups and demos still look artificial
  • Platform rules on AI disclosure are tightening
  • No reporting on how the ads perform
  • Agents that make changes start at $399 a month
  • Spend caps and AI credits mean the bill grows with use
  • Newer tool, so expect rough edges and changing plan names
  • You still need to understand ads well enough to judge its suggestions
  • Paid prices are not published and rise with your revenue
  • Twelve-month commitment on paid plans
  • Setting up the pixel and cost data properly takes real effort
  • Attribution numbers need interpretation; it is not a single source of truth

Who each one is for

AttributeArcadsGoMarbleTriple Whale
Best for
  • Testing ad scripts fast
  • Localised video ads
  • Scaling a winning creator ad
  • Video when you have no footage
  • Diagnosing Meta and Google Ads performance
  • Approving fixes instead of making them by hand
  • Creative analysis
  • Automated reporting
  • Daily profit and ROAS dashboard
  • Attribution across channels
  • Asking data questions in chat
  • Creative performance reports
You'll find it used by
  • Performance marketers
  • App marketers
  • DTC brands
  • Agencies
  • Ecommerce brands
  • Small marketing teams
  • Media buyers
  • Agencies
  • Shopify brands
  • Media buyers
  • Ecommerce agencies
  • Founders

How we compare

Ratings are our own, from using each tool, across ease of use, features, output quality, value for money, speed & reliability. The "Visit" buttons may use affiliate links, which never affect a score.

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