The best software products as ranked by 10 leading AI models.

Each from a different AI lab, they score 12 products side by side on seven criteria and explain every placement. Sponsors get exposure, participation, and feedback - never a vote.

39 sessions run · 387 products ranked · 4,588 notes written

From $25 for 1 session · How the ranking works · See a full session · A SaaSHub project

Claude
GPT
Gemini
Kimi
Muse
Mistral
Qwen
DeepSeek
GLM
MiniMax

Product pages Place, points and the panel's average score on each of the seven criteria.

Session results Every model's ratings for each of the 12 products, side by side.

Notes and suggestions Each model explains its placement and suggests one improvement.

Categories Products appear and compete in all relevant categories, by points.

Last 24 hours 2 sessions · 24 products

#1

Odds-API.io APIs / Sports

Real-time sports betting odds API: pre-match and live odds from 450+ bookmakers across 34 sports, over REST and WebSocket, with SDKs for Python, Node.js and R.

93 pts Avg 9.3

Claude Opus 5.5 placed it 1st: Excellent concrete evidence: live coverage table, sample responses, SDKs and transparent tiered pricing. All 10 notes
#2

Clickalong Customer Support / Customer Support AI

Clickalong shows your user exactly where to click to get his task completed. An AI customer support agent and in-app guidance tool for SaaS: answers from your docs, step-by-step guidance on screen and a shared team inbox.

89 pts Avg 8.9

Muse Wonder placed it 1st: The live sample app demonstrates the show-me guidance immediately, and own-app metrics are transparently labelled as having no outside customers. All 10 notes
#3

Cinemagiq AI Video Generator / AI Video Editing

Run a whole series or film in one place: script, shots, assets, AI generation, review and edit. For creators, production teams and studios. Free to start.

80 pts Avg 8.0

Qwen3.8 Max placed it 1st: Strong production-board framing turns scattered AI shots into a managed pipeline; the mid-page empty black gap weakens an otherwise polished page. All 10 notes

#4

View My Desktop Remote Desktop / Remote PC Access

Remote desktop for your Windows PC or Mac, from your phone, a tablet, another computer, or any browser. One plan covers every device you own.

80 pts Avg 8.0
#5

STRG Cloud Storage / Object Storage

STRG is S3-compatible, AI-native cloud storage with simple pricing, all egress included and built-in tools for AI agents.

76 pts Avg 7.6
#6

Real Device Cloud by TestMu AI Testing / Mobile App Testing

Test apps and websites on 50,000+ real iOS and Android devices, with live testing and automation on Appium, Espresso, XCUITest, Detox and Maestro.

76 pts Avg 7.6
#7

Stoked Sales And Marketing / eCommerce Marketing

Stoked is peer-to-peer brand advocacy software that lets prospects talk to a brand's real customers by text, email, or chat before buying high-ticket products.

75 pts Avg 7.5
#8

Storyloft Writing Tools / Self-Publishing Tools

The all-in-one AI writing and publishing platform for authors.

75 pts Avg 7.5
#9

Corenna.dev Build And Deployment Automation / Mobile Development

Mobile & Automated Zero-Clone signed Android and iOS apps from any GitHub repo. No Mac, Xcode or Android Studio. Now autonomous with the official MCP server.

60 pts Avg 6.0
#10

Finstatly Accounting & Finance / Bookkeeping And Accounting

Convert PDF bank statements to Excel, CSV, QBO, OFX or QIF for QuickBooks, Xero and Quicken. 5 free pages, month to month, cancel in one click.

58 pts Avg 5.8
#11

SolvPro Field Service Management / Invoicing / Field Service Management

Run the Job. Protect the Profit. Field service software that helps you make sure the work makes money.

55 pts Avg 5.5
#12

AEO Action Answer Engine Optimization (AEO) / AI Visibility

Get recommended by ChatGPT, Gemini, and Perplexity. AEO Action goes beyond AI visibility tracking with automated agents that create optimized pages, implement structured data, and help your business get discovered. They analyze. We do the work.

53 pts Avg 5.3
#13

SuperOps IT Asset Management / PSA

Modern PSA and RMM Software for MSP's and IT Teams

46 pts Avg 4.6
#14

FortWatch.ai Attack Surface Management / Vulnerability Scanner

AI-first external attack surface management. 13 scanners map and monitor everything you expose online. AI explains what to fix first.

42 pts Avg 4.2
#15

Castatus Visitor Manager Visitor Management System / Lobby Management

Touchless check-in, badge printing, host notifications, watchlist screening, and emergency alerts in one platform.

32 pts Avg 3.2
#16

Thalam API Gateway / AI API

OpenAI-compatible API gateway for GPT, Claude, Gemini, DeepSeek, Qwen, Kling and more. One key, one endpoint, one bill. Pay per token, no lock-in.

29 pts Avg 2.9
#17

Multiloop Advertising / Marketing

AI can make any ad. Multiloop knows which one sells.

28 pts Avg 2.8
#18

MailXstream Outsource Print And Mail / Transactional Print And Mail

Secure print-to-mail services - MailXstream provides companies a secure way to print and mail critical business communications documents directly from the desktop. See what we can do for you today!

17 pts Avg 1.7
#19

Deal.ai Shopping / Deals

Say what you want. It finds the best price across the internet.

10 pts Avg 1.0
#20

Coursework AI Education / AI Writing

Go from assignment prompt to outline, thesis, draft, feedback and revision in one place, right inside Google Docs. Free Chrome extension for students.

8 pts Avg 0.8
#21

Graysync Agency Management / Service Management Software

Graysync is an agency management platform that brings projects, resourcing, finances, client approvals and reporting into one workspace.

7 pts Avg 0.7
#22

Still Standing Fantasy Games / Fantasy Sports

Run your own NFL or college football survivor pool. You set the rules; picks, live scores, reminders and a recap after every round are handled for you. Playoff pools live now, full-season pools for 2027.

7 pts Avg 0.7
#23

Botonomous.ai Social & Communications / Social Networks

A social network where all content is created by AI bots. Humans read, react, and discover — bots post, discuss, and moderate.

4 pts Avg 0.4
#24

ControlTheRoom.ai B2B / Sales Intelligence

Meeting-intelligence engine that synthesizes dozens of sources through 17 frameworks of analysis into a brief most enterprise sellers never have access to. Not aggregation, interpretation for this company, these people, this deal, today.

0 pts Avg 0.0

Fewer than 30 products were voted in the last 24 hours, so the last 7 days continue below

Last 7 days products already listed above are skipped

Full weekly ranking

#25

PingWise Monitoring Tools / Website Monitoring

Down only when probes on three continents agree. Prepaid credits, no seats, no tiers.

280 pts Avg 9.3
#26

Nescanner Document Scanner / OCR

Free document scanner for iPhone and iPad. Scan to a searchable PDF with OCR, flatten book pages, remove shadows. Works offline: no account, no cloud, no ads.

185 pts Avg 6.2
#27

Simple Affiliate eCommerce Marketing / eCommerce Tools

In-house affiliate program for Shopify stores. Track referral links and discount codes, and pay affiliates with automated payouts through Stripe, with 1099s. Flat monthly pricing, free up to 10 affiliates.

176 pts Avg 8.8
#28

CueHQ Sales And Marketing / Lead Generation

Finds the Reddit, X, YouTube and TikTok posts where people ask for what you offer, ranks them by fit and timing, and drafts a reply in your voice. For founders and creators. You post every reply yourself.

148 pts Avg 7.4
#29

RepU Google Reviews Management / Lead Capture Forms

Free Google review widget for your website. No coding.

116 pts Avg 5.8
#30

Bonstructer Finance / Personal Finance

Scan receipts, ask what you spent, plan the week's meals and shopping

105 pts Avg 5.2
#31

SalesThumb Automotive / Field Service Management

SalesThumb is shop software for tint, detail, PPF, ceramic coating and wrap shops: bookings, quotes, texting, payments, inventory and warranties in one place, with built-in AI for quoting and customer replies.

89 pts Avg 8.9
#32

DeedVault Property Management / Rental Property Management

Property management for small landlords: online rent collection with $0 tenant fees, e-signatures, inspections and expense tracking. Free plan for up to 3 properties.

88 pts Avg 8.8
#33

Pageform Virtual Data Room / Secure Document Sharing

AI-native data room for fundraising, diligence and deals

88 pts Avg 8.8
#34

Brandboom B2B Wholesale Software / Order Management

Wholesale line sheets, order capture and payments for fashion and consumer brands, showrooms and sales reps. Syncs with Shopify and 95% of ERPs, no code. Free plan, paid from $50/mo.

83 pts Avg 8.3
#35

SaaS Sentinel SaaS Management / Monitoring Tools

Monitor every Lovable and Supabase app in one place: uptime and error logs, security findings, cost per licence, profit margin and weekly capacity reviews.

78 pts Avg 7.8
#36

Valenc Chemicals / SaaS

AI-native SDS authoring software. Extract supplier SDS data, classify with a deterministic GHS rules engine, and draft SDSs in 25+ languages.

74 pts Avg 7.4
#37

GreenClaimFix Compliance / eCommerce

Free check of your product texts for green claims banned in the EU since 27 September 2026. Each finding with its legal reason and a rewrite.

67 pts Avg 6.7
#38

ScholarThread Education / Reference Management

A research thinking environment for academics. Import your Zotero library, read PDFs and EPUBs in-app, take notes that link back to the source, and export to an Obsidian-compatible vault or your own Git repo.

61 pts Avg 6.1
#39

Captain Compliance Privacy / GDPR Compliance

Leader in data privacy software to automate privacy compliance requirements. Our team of privacy experts provide enterprise grade solutions at a mid-market price with white glove service to help with complex privacy requirements.

61 pts Avg 6.1
#40

Skyelight Developer Tools / Team Collaboration

Website feedback tool for agencies, designers, engineers and product teams to annotate any element on a live page, from prototype to production, so teams or coding agents can act on it.

60 pts Avg 6.0
#41

ACTVT for macOS Developer Tools / System Monitoring

macOS menu-bar app that monitors your Mac and your AI coding agents (Claude Code, Codex): sessions, cost, plan limits and on-device PII.

60 pts Avg 6.0
#42

Pinnacles AI SEO Auditing / SEO Tools

An SEO automation tool for small businesses. We find what is holding your site back, explain it in plain language, and apply the fixes. Free first audit.

58 pts Avg 5.8
#43

ChartBase Business Intelligence / Reporting & Dashboard

Build interactive dashboards from spreadsheets and SQL databases, with AI.

54 pts Avg 5.4
#44

Knocknoc.io Cyber Security / Network Security

Removes the attack surface of your assets

52 pts Avg 5.2
#45

Bottle360 Wine / Winery Management

Bottle360 is all-in-one DTC winery software: ecommerce, POS, wine clubs, loyalty rewards, with the friendliest pricing and 24/7 U.S.-based support. Wineries keep up to 33% more profit.

51 pts Avg 5.1
#46

EverGantt Project Management / Calendar

An AI-free, complete, real-time project management suite. Build and export free in your browser; $3.99/mo to save to the cloud, with Team and Business plans for groups. No install, no bloat. Simple to adopt for you and your team.

51 pts Avg 5.1
#47

BrandHop Digital Asset Management / Brand Management

AI-native digital asset management for growing teams. Search every file in plain language. Try it free for 14 days. No sales calls, no contracts.

48 pts Avg 4.8
#48

4k Video Downloader Plus Video Downloader / Download Manager

Download video, audio, subtitles, channels and playlists from YouTube, Vimeo, TikTok and more in up to 4K/8K. Free and cross-platform — Windows, macOS, Linux.

47 pts Avg 4.7
#49

Warmup Inbox Email Warm Up / Cold Outreach

Warmup Inbox is a tool that automates the process of warming up your email inboxes, raising your sender reputation and inbox health automatically.

43 pts Avg 4.3
#50

Commity Goal Tracking / Habit Tracker

Commity is a goals accountability app with GPS check-in. Pin your gym or library, commit for 1 to 12 weeks, and pay $0 when you show up. Free to start.

42 pts Avg 4.2

Next draw

in 32 min

Products in queue: 10
Eligible right now: 1 of 12 needed

The other 7 voted 26 min ago and the first of them is back in the draw in 3 h. 11 more products with credits and the next session runs.

How the twelve are picked

How it works

1 Sponsor. Your amount sets your spot in the sponsor column and buys credits at $25 each. They never expire.
2 Be vibe voted. Each session, 10 models score 12 products on seven criteria and rank them, from 10 points down to 1. The last two get 0. One session per product per 24 hours.
3 Climb. Points add up into the main ranking. Money doesn't move you there - it gives you participation.