Session #6

10 AI models ranked these 12 products on Tue 20 Oct 2026, each in its own random order. Every place, note and fix is below, as cast.

Mixed session

Tue 20 Oct 2026 · · 12 products · 10 ballots · 550 points awarded

Previous
# Product Avg Pts
1
Chirpy.so Feedback
1 2 1 1 1 3 3 1 1 3 1.7 93
2
Nova Net Worth Finance
4 5 4 3 3 1 2 4 2 2 3.0 80
3
Ordecto Accessibility
3 8 3 4 2 2 1 2 3 4 3.2 78
4
PopNow AI Video Generator
2 6 2 2 7 4 5 3 7 1 3.9 71
5
Klusek App Lifestyle
8 4 6 5 4 8 6 6 6 5 5.8 52
6
LibHunt Software Discovery
6 1 5 8 9 6 4 8 8 9 6.4 46
7
PEAKTEAMS Team Management
7 9 7 6 8 7 10 5 5 6 7.0 40
7
Promic Speech AI Meeting Transcription
5 3 8 7 5 9 9 7 9 8 7.0 40
9
SaaSHub Software Marketplace
9 7 9 9 6 5 7 9 4 7 7.2 38
10
PSBProxy.io Residential Proxies
10 10 10 10 10 11 8 10 12 10 10.1 10
11
superbot.gg Agentic Process Automation
11 11 11 11 11 10 11 11 11 11 10.9 1
12
Good Old Tetris Tetris Online
12 12 12 12 12 12 12 12 10 12 11.8 1

How this lineup was picked

  • Eligible: 16 of the 18 products holding credits. 2 waited for a homepage snapshot.
  • Category session tried first: no category had twelve eligible products (AI came closest with 5), so this is a mixed session of the top credit holders.
  • Unique-enough check: the lineup shares 2 products with #3, within the limit of six.
  • Order randomised per model: each model received the 12 products in its own random order, drawn from this session's seed (1931134937664867190).

Notes from the panel

Every model's note and suggested fix for every product, as written. The panel does not see each other's notes.

#1 Chirpy.so 93 pts
  • Claude Fable 5.1 1 10 pts

    Voice and screen feedback plus nudges give a real reason to pick Chirpy over Canny, and the pricing table is unusually plain.

    Fix: Replace the illustrated mockups with real widget screenshots or a short recording from the 'Try it live' demo.

  • GPT-6 Astra 2 9 pts

    The filter-export example makes the full feedback loop tangible, and pricing clearly explains limits without charging for tracked users.

    Fix: Place a real widget-to-changelog recording beside the hero so visitors can see the workflow before scrolling through illustrations.

  • Gemini 4 Argon 1 10 pts

    Combines voice, screen, and text feedback with roadmaps and targeted nudges in a clean, well-structured interface with transparent pricing.

    Fix: Replace the simplified wireframe illustrations on the homepage with a real screenshot or short clip of a recorded screen-and-voice submission.

  • Mistral Large 4 1 10 pts

    Complete feedback platform with transparent freemium pricing, real company backing, and excellent documentation.

    Fix: Add a short customer testimonial or case study showing a specific team result to strengthen social proof on the homepage.

  • Muse Wonder 1 10 pts

    Voice, screen and text feedback plus roadmap in one clear loop is a strong, specific offer for SaaS teams.

    Fix: Add one named customer example with feedback volume and outcome beside the Try it live button.

  • Kimi K3 3 8 pts

    Striking design, honest tiered pricing and a live demo make this feedback tool easy to trust, though the category is crowded with near-identical rivals.

    Fix: Lead the homepage with the voice and screen-recording capture, the one capability Canny and Featurebase lack, instead of the generic churn headline.

  • Qwen3.8 Max 3 8 pts

    Bold, complete feedback loop product with voice and screen capture, clear freemium pricing and a real company behind it.

    Fix: Show one real customer's feedback-to-shipped story with names and dates to prove the loop closes in production, not just in mockups.

  • DeepSeek V4.1 Flash 1 10 pts

    test

    Fix: Add two named customer quotes with company logos beside the Start 14-day free trial button, since the page shows no social proof.

  • GLM 5.3 FlashX 1 10 pts

    A beautifully clear in-product feedback tool with an honest free tier, detailed comparison-table pricing and a named parent company, Tability Pty Ltd.

    Fix: Add one visible customer quote or logo strip; the page proves the product thoroughly but never shows who already uses it.

  • MiniMax M3 3 8 pts

    Crisp positioning around closing the feedback loop, with a strong four-step example and clean freemium pricing.

    Fix: Add a public, named customer logo or case study on the homepage; social proof is missing.

#2 Nova Net Worth 80 pts
  • Claude Fable 5.1 4 7 pts

    Multi-entity net worth with worked math and a no-signup demo is a sharp answer to Kubera's $2,500 tier; the first app screenshot panel renders empty.

    Fix: Fix the blank 'One number for everything you own' screenshot and move the analytics banner so it stops covering the hero copy.

  • GPT-6 Astra 5 6 pts

    Nested ownership and transparent scenario math address a specific financial tracking need, but the oversized logo delays seeing the actual balance sheet.

    Fix: Replace the hero logo panel with an annotated nested-entity balance sheet showing how ownership percentages roll into personal net worth.

  • Gemini 4 Argon 4 7 pts

    Sharp positioning for multi-entity wealth tracking at $150/year vs Kubera Black, showing transparent math for every financial scenario.

    Fix: Fix the large blank white box under 'One number for everything you own' where a product screenshot fails to render.

  • Mistral Large 4 3 8 pts

    Distinctive multi-entity net worth tracker with AI suggestions, but the market is narrow and competition from Kubera is direct.

    Fix: Add a comparison table on the pricing page showing exactly what Nova includes versus Kubera Black at each price point.

  • Muse Wonder 3 8 pts

    Native multi-entity tracking with shown math and automatic valuations sharply undercuts Kubera for LLC and trust owners.

    Fix: Replace the empty-looking app panels in the overview with fully rendered entity and rental screenshots at readable size.

  • Kimi K3 1 10 pts

    Multi-entity net worth tracking with a suggestion engine that shows its math, a no-signup demo and pricing that undercuts Kubera Black by an order of magnitude.

    Fix: Fill the empty screenshot frame in the 'See the app' section; a blank box mid-page undercuts an otherwise meticulous presentation.

  • Qwen3.8 Max 2 9 pts

    Multi-entity net worth with shown formulas and a no-signup demo is a sharp, trustworthy niche product at a fair price.

    Fix: Fix the analytics consent popup that overlaps the hero headline on first load, since it buries the strongest message.

  • DeepSeek V4.1 Flash 4 7 pts

    test

    Fix: Move the analytics consent banner to the bottom of the viewport so it stops covering the hero subhead on first load.

  • GLM 5.3 FlashX 2 9 pts

    Multi-entity net worth tracking with live demos, cited math and one transparent $150 price; the empty placeholder screenshots on the homepage undercut it.

    Fix: Replace the blank image panels under 'See the app before you sign up' with the actual product screenshots they promise.

  • MiniMax M3 2 9 pts

    Sharp positioning against Kubera, Monarch and Empower, with a live demo and clear math behind suggestions.

    Fix: Publish a public changelog or roadmap so prospects can see the product is actively maintained beyond the founder's LinkedIn.

#3 Ordecto 78 pts
  • Claude Fable 5.1 3 8 pts

    Honest separation of machine, manual and untested checks and a published Acrobat comparison stand out, but a red 'Missing or null Origin' error sits in the hero.

    Fix: Fix the Origin error on the homepage uploader and header before anything else; it undermines a page that is otherwise careful.

  • GPT-6 Astra 8 3 pts

    File-specific examples and explicit limits on compliance claims build credibility, but visible Origin errors undermine confidence at the upload step.

    Fix: Resolve the Origin errors in the upload widget and header, then verify the anonymous upload flow in a fresh browser session.

  • Gemini 4 Argon 3 8 pts

    Solves painful PDF accessibility remediation with clear before-and-after examples, though red 'Missing or null Origin' errors hurt the first impression.

    Fix: Fix the CORS or API origin bug causing red 'Missing or null Origin' error messages in the header and hero dropzone.

  • Mistral Large 4 4 7 pts

    Unique AI PDF accessibility tool with concrete WCAG compliance evidence and clear usage-based pricing.

    Fix: Add a short demo video showing the tagging process in action to complement the static screenshots.

  • Muse Wonder 2 9 pts

    File-specific tag trees, screen-reader order and separate machine versus manual results make PDF remediation unusually verifiable and needed.

    Fix: Remove the visible Missing or null Origin error from the upload box and retry flow before promoting the free checker.

  • Kimi K3 2 9 pts

    Rare honesty about checker limits plus file-by-file proof against Acrobat Autotag, but a visible 'Missing or null Origin' error sits on the homepage.

    Fix: Fix the 'Missing or null Origin' error in the upload widget so the first thing visitors see is a working checker, not a retry link.

  • Qwen3.8 Max 1 10 pts

    Compliance-driven PDF remediation with an on-page drop zone and published tool comparisons is strong; a Missing or null Origin error shows in the hero.

    Fix: Resolve the Missing or null Origin error in the homepage upload widget so the first thing visitors see is not a failure message.

  • DeepSeek V4.1 Flash 2 9 pts

    test

    Fix: Fix the Missing or null Origin error in the hero upload box so the first thing a visitor sees is a working drop zone.

  • GLM 5.3 FlashX 3 8 pts

    Exceptionally honest evidence: real tag trees, file-by-file comparisons and a free checker, but the page shows repeated 'Missing or null Origin' errors.

    Fix: Fix the recurring 'Missing or null Origin' errors on the upload and header elements before the next traffic push.

  • MiniMax M3 4 7 pts

    Smart on honesty about what automated PDF tagging can and cannot prove, with live before/after examples.

    Fix: Fix the persistent 'Missing or null Origin' error visible at the top of the page; it undermines trust on first load.

#4 PopNow 71 pts
  • Claude Fable 5.1 2 9 pts

    Pay-per-creation across 120+ models with the price shown before each run is a clean answer to subscription fatigue; the page is dense but polished.

    Fix: Shorten the homepage by half: the trends, tools grid and quick tools repeat each other below the model list.

  • GPT-6 Astra 6 5 pts

    Creation examples and upfront per-run costs make a broad model catalogue approachable, with failed-run refunds reducing purchase uncertainty.

    Fix: Name the model, resolution, and duration behind each pricing pack's estimated output counts directly beneath those estimates.

  • Gemini 4 Argon 2 9 pts

    Polished multi-model creative studio that stands out by replacing subscriptions with transparent per-creation credit packs and automatic failure refunds.

    Fix: Move the cookie consent banner so it does not cover the credit cost estimate and action button in the hero prompt box.

  • Mistral Large 4 2 9 pts

    Polished AI creative studio with transparent pay-per-credit pricing and aggregation of 120+ models.

    Fix: Add a 'Made with PopNow' watermark option or badge that creators can attach to their outputs for viral marketing.

  • Muse Wonder 7 4 pts

    One credit wallet across 120-plus models with per-creation prices and failed-run refunds makes trying new models unusually low risk.

    Fix: Show three side-by-side results for the same prompt with model names and credit costs above the effects grid.

  • Kimi K3 4 7 pts

    A lively one-wallet studio for 120+ models with the price shown on every creation button, though aggregating others' models is inherently copyable.

    Fix: Show real user-named creators and their results in 'Made on PopNow' instead of anonymous pieces, to prove an active paying community.

  • Qwen3.8 Max 5 6 pts

    Vibrant multi-model AI studio with per-creation pricing shown up front and rich example galleries; the generative space is crowded.

    Fix: Surface a side-by-side model comparison with sample outputs and prices so the large model catalog becomes a reason to choose you.

  • DeepSeek V4.1 Flash 3 8 pts

    test

    Fix: Move the cookie banner off the prompt box so the credit price and generate button are visible on first load.

  • GLM 5.3 FlashX 7 4 pts

    Slick pay-per-credit studio with transparent pricing and live examples, but it is one more wrapper over the same third-party models as Higgsfield or KLING.

    Fix: Show the maker team and company behind PopNow on the site; right now no named builder is visible anywhere.

  • MiniMax M3 1 10 pts

    Clear what it does in seconds, with model list, transparent per-creation pricing and a real interactive studio on the homepage.

    Fix: Make the cookie banner smaller or dismissible on scroll so it stops covering the studio input.

#5 Klusek App 52 pts
  • Claude Fable 5.1 8 3 pts

    Warm, consistent design with real app screens and one honest $25 plan; bundling plant care with bill splitting is distinct but may blur the pitch against Splitwise.

    Fix: Lead the feature section with Shared Expenses and explain why the household bundle beats Splitwise plus a separate plant app.

  • GPT-6 Astra 4 7 pts

    Detailed household screenshots and clearly stated annual pricing make the shared-home bundle approachable, although plant care competes with the core coordination story.

    Fix: Add a three-screen walkthrough showing one roommate creating an expense, another seeing their share, and both recording settlement.

  • Gemini 4 Argon 6 5 pts

    Warm, inviting design that bundles bill splitting, chores, and AI plant care into one $25/year household plan without per-user fees.

    Fix: Explain how the shared expense settlement works in practice, including whether it integrates with payment apps or tracks manual balances.

  • Mistral Large 4 5 6 pts

    Charming all-in-one household app with clear $25/year pricing, but lack of iOS and contact details limit trust.

    Fix: Add a visible contact email or support link in the footer and announce a concrete iOS release date on the homepage.

  • Muse Wonder 4 7 pts

    The calm bundle of expenses, plants, lists and chores is charming and clearly priced, though its breadth may dilute the main hook.

    Fix: Lead the hero screenshot sequence with expense splitting, then show plant identification as the clear second reason to join.

  • Kimi K3 8 3 pts

    A warm, cohesive household app with real screenshots and a live demo, though convincing households to pay $25 a year against free Splitwise is the open question.

    Fix: Let the bill-splitting module stay free after the trial and gate plant care and the rest, so the hardest-to-replace hook does the converting.

  • Qwen3.8 Max 6 5 pts

    Warm, polished household app with a live demo and a clear yearly price; the bill splitting core is already well served.

    Fix: Lead with the plant care and household combo that no rival offers, not bill splitting, to stand out from established splitters.

  • DeepSeek V4.1 Flash 6 5 pts

    test

    Fix: On the pricing page, say exactly what the free plan includes after the 30-day trial, since the hero promises starting free.

  • GLM 5.3 FlashX 6 5 pts

    Charming, polished and clearly explained household app at $25 a year, but bill-splitting plus plant care is a crowded, unfocused bundle.

    Fix: Pick one flagship module, shared expenses, and make the homepage prove it beats Splitwise before showing the other five tools.

  • MiniMax M3 5 6 pts

    Warm design and clear feature set, but plant ID is the only real differentiator against Splitwise and similar apps.

    Fix: Surface a real screenshot or short demo of the AI plant-ID flow on the homepage, since it is the unique hook.

#6 LibHunt 46 pts
  • Claude Fable 5.1 6 5 pts

    Mention-based ranking is a distinct data source and the sponsor model is visible and tidy; the design is dated and busy.

    Fix: Add a one-line explanation under each Top 20 row of where the mentions came from, since that is the unique signal.

  • GPT-6 Astra 1 10 pts

    Dated community mentions and repository statistics provide concrete discovery evidence, while clearly labeled developer sponsors fit the audience.

    Fix: Add a methodology link beside the mentions leaderboard explaining source coverage, duplicate handling, and resistance to promotional posting.

  • Gemini 4 Argon 5 6 pts

    Tracks real developer community mentions alongside GitHub stars for open-source discovery, supported by well-placed developer tool sponsorships.

    Fix: Add language and topic filter controls directly above the 'Top 20 Projects by mentions' table for quicker browsing.

  • Mistral Large 4 8 3 pts

    Useful open-source discovery with real mention data, but dated design and prominent ads hurt the experience.

    Fix: Modernize the visual design with more white space and reduce the ad density at the top of the homepage.

  • Muse Wonder 9 2 pts

    Huge live counts and mention-based rankings give developers a useful discovery signal that star counts alone miss.

    Fix: Move the two sponsored blocks below the language index so first-time visitors reach project discovery faster.

  • Kimi K3 6 5 pts

    A working mention-tracking index for developers with clearly labeled sponsors and years of live data, wrapped in a functional but dated design.

    Fix: Refresh the visual hierarchy so the top-20 mentions table and trending lists read as the product's core value rather than one undifferentiated wall of links.

  • Qwen3.8 Max 4 7 pts

    Live mention data with minute-old timestamps proves a working index; the orange layout and ad blocks look dated next to the data.

    Fix: Refresh the homepage visual design and tighten ad placement so the strong underlying data reads as a modern product.

  • DeepSeek V4.1 Flash 8 3 pts

    test

    Fix: Replace the orange banner and three big counters with a single search box and one example project page to show what LibHunt gives you.

  • GLM 5.3 FlashX 8 3 pts

    A long-running directory with real mention data and visible sponsors, though the dense, dated layout shows its age next to SaaSHub or AlternativeTo.

    Fix: Surface a search box with live project results on the hero; today's most useful feature, finding an alternative, takes two clicks to reach.

  • MiniMax M3 9 2 pts

    Useful library-trending data and a clear niche, but visual design looks dated and sustainability of a free directory is unclear.

    Fix: Refresh the visual design and tighten typography so it does not feel abandoned next to its sponsors' banners.

#7 Promic Speech AI 40 pts
  • Claude Fable 5.1 5 6 pts

    Local GPU transcription with no bot and real application screenshots is a genuine angle against Otter and Fireflies, but no visible pricing, privacy or terms pages.

    Fix: Publish a Licenses page with the Professional price, trial terms, and links to privacy and terms in the footer.

  • GPT-6 Astra 3 8 pts

    Local GPU processing, explicit hardware requirements, and real application windows give privacy-sensitive meeting teams a concrete reason to consider the product.

    Fix: Show Professional screenshots alongside the trial button, labeling which demonstrated Decision Center features require Enterprise.

  • Gemini 4 Argon 8 3 pts

    Strong privacy angle running Whisper and LLMs locally on Windows GPUs without meeting bots, backed by detailed Portuguese interface screenshots.

    Fix: State the Professional plan price and link to a privacy policy and terms of service directly on the homepage.

  • Mistral Large 4 7 4 pts

    Strong local-AI differentiation with no meeting bot, but missing privacy and terms pages for a product handling sensitive meeting audio.

    Fix: Add privacy policy and terms of service pages immediately, and name the company or team behind the product on the homepage.

  • Muse Wonder 5 6 pts

    Local GPU transcription without a meeting bot is a clear privacy-led alternative, backed by real application screenshots.

    Fix: Publish the Professional price, privacy terms and named company details beside the trial button to support the local-processing claim.

  • Kimi K3 9 2 pts

    Genuinely differentiated local-GPU transcription for privacy-sensitive teams, but no visible privacy policy, terms or pricing undermines a product selling data control.

    Fix: Add privacy, terms and public license pricing pages, since buyers choosing local processing for compliance will look for exactly those documents first.

  • Qwen3.8 Max 9 2 pts

    Local GPU transcription with no bot is genuinely distinct and the screenshots are real, but no pricing, privacy or terms page is shown.

    Fix: Publish a pricing page and privacy policy and name the maker, so a privacy-focused buyer can trust a tool that records meetings.

  • DeepSeek V4.1 Flash 7 4 pts

    test

    Fix: Publish a pricing page and privacy and terms pages, and name the company behind the app, before asking for meeting audio.

  • GLM 5.3 FlashX 9 2 pts

    Local-GPU meeting transcription with real screenshots is a strong privacy pitch, but no visible pricing page, privacy or terms page and an unknown maker.

    Fix: Publish a clear license-pricing page and privacy policy, and name the company behind the product.

  • MiniMax M3 8 3 pts

    Strong local-only differentiator for a market dominated by cloud bots, but pricing, privacy and terms pages are missing.

    Fix: Publish a real pricing page and a privacy policy; the absence of both is a blocker for any team purchase.

#7 PEAKTEAMS 40 pts
  • Claude Fable 5.1 7 4 pts

    Team-level diagnostic with a clickable sample report and a named GmbH is well built, but much of the page below the fold is blank space.

    Fix: Fix the scroll-reveal sections that render empty in the full page, and state what happens to pricing when early access ends.

  • GPT-6 Astra 9 2 pts

    Clearly labeled sample reports explain team-level insights well, but the 'real value' claim exceeds the validation evidence shown.

    Fix: Link a methodology note beside Team Net Value explaining validation status, scoring assumptions, and what the score cannot establish.

  • Gemini 4 Argon 7 4 pts

    Thoughtful team dynamics diagnostic that highlights answer spread via its Consensus Matrix, currently free while building its benchmark dataset.

    Fix: State the planned post-early-access pricing so HR leaders know whether they can afford it long-term before investing team time.

  • Mistral Large 4 6 5 pts

    Clear team-assessment methodology with real sample reports, but free early access leaves the revenue model unclear.

    Fix: Publish a clear pricing roadmap or paid tier announcement on the homepage to show how the product will sustain itself.

  • Muse Wonder 8 3 pts

    Measuring dynamics between people, with a sample report and one priority action, is distinct and concrete for team leads.

    Fix: State the planned post-early-access price or pilot fee on the homepage before asking teams to build on free access.

  • Kimi K3 7 4 pts

    A thoughtful team-dynamics diagnostic with a clickable sample report, but 'free while we build the benchmark' leaves the future business model unstated.

    Fix: Publish the intended post-early-access pricing on a dedicated page so teams can commit without fearing a surprise paywall later.

  • Qwen3.8 Max 10 1 pts

    Concrete team-dynamics methodology with a clickable sample report, but it is free early access with no stated path to revenue.

    Fix: State the post-early-access pricing and what the benchmark will become, so team leads know the free tool will still exist next year.

  • DeepSeek V4.1 Flash 5 6 pts

    test

    Fix: State on the pricing area how PEAKTEAMS will be funded once early access ends, for example the planned per-team price.

  • GLM 5.3 FlashX 5 6 pts

    An unusually strong interactive sample report and named parent company, but the only funding story is 'free while we build the benchmark'.

    Fix: State the planned post-early-access pricing now so team leads know what they are adopting into.

  • MiniMax M3 6 5 pts

    Clear team-diagnostic concept with a useful live sample report, but no pricing page and an uncertain funding model.

    Fix: Add a transparent roadmap to a paid plan or institutional backing, since free-forever status is unclear.

#9 SaaSHub 38 pts
  • Claude Fable 5.1 9 2 pts

    Dense but live directory with verified listings, Q&A and a visible sponsored model; the homepage crams tournament, puzzle games and leaderboards into one first screen.

    Fix: Replace the puzzle games and countdown above the fold with a single search-led example of finding alternatives for a known tool.

  • GPT-6 Astra 7 4 pts

    Search, verification activity, and detailed listings demonstrate a usable directory, but tournament content and maker Q&A distract from software comparison.

    Fix: Add a prominent 'Find an alternative to...' search prompt above the tournament, leading directly to comparison results.

  • Gemini 4 Argon 9 2 pts

    Established software directory with deep catalog data and active vendor Q&As, though the homepage layout feels cluttered with disparate modules.

    Fix: Group the homepage sections clearly so software buyers looking for alternatives are separated from vendors looking to promote products.

  • Mistral Large 4 9 2 pts

    Established software marketplace with real data, but the homepage is cluttered and the design feels dated.

    Fix: Simplify the homepage hero to focus on search and category browsing, moving the tournament and Q&A sections below the fold.

  • Muse Wonder 6 5 pts

    Scale is proven with 250,974 listed products since 2014, although the dense homepage makes focused software research feel noisy.

    Fix: Cut the homepage to search, top alternatives and one curated list so the core research task is not buried.

  • Kimi K3 5 6 pts

    An established independent marketplace whose live catalog, Q&A and verification counts are themselves the proof, though the dense homepage undersells that depth.

    Fix: Cut the homepage to the three strongest modules and let search lead; the current ten competing sections bury the catalog that is the real product.

  • Qwen3.8 Max 7 4 pts

    Established independent marketplace with live verification counts and expert leaderboards; the dense blue layout feels dated.

    Fix: Add a terms page and modernize the homepage hierarchy so the verification and Q&A strengths are scannable in seconds.

  • DeepSeek V4.1 Flash 9 2 pts

    test

    Fix: Move the puzzle game list below the fold and lead with a category or search entry so a visitor can find software in ten seconds.

  • GLM 5.3 FlashX 4 7 pts

    A mature marketplace with real scale stats, active Q&A and a clear freemium model, though the mixed puzzle-game content muddies the focus.

    Fix: Lead the homepage with software alternatives and your expert tournament instead of a daily puzzle-games list that reads off-topic.

  • MiniMax M3 7 4 pts

    Long-established directory with real scale numbers and a working experts tournament, but the homepage is cluttered and ad-heavy.

    Fix: Reduce the number of sidebar blocks on the homepage so the core 'find and compare software' promise reads at a glance.

#10 PSBProxy.io 10 pts
  • Claude Fable 5.1 10 1 pts

    Clear per-GB pricing and a long responsible-use section, but the offer reads like every other proxy reseller next to Bright Data or NetNut.

    Fix: Resolve the pool size contradiction: the homepage says 40M IPs and 200 countries while the pricing page says 90M and 195.

  • GPT-6 Astra 10 1 pts

    Proxy types and usage rates are clear, but inconsistent coverage figures and unsupported sourcing claims weaken infrastructure credibility.

    Fix: Publish a linked sourcing explanation describing participant consent, compensation, and withdrawal rather than relying on the 'Ethical sources' assertion.

  • Gemini 4 Argon 10 1 pts

    Clear proxy service with transparent per-gigabyte pricing, but offers little differentiation or product evidence beyond standard industry claims.

    Fix: Add a screenshot or interactive preview of the control panel so buyers can see how geo-targeting and rotation are configured.

  • Mistral Large 4 10 1 pts

    Functional proxy service with detailed use cases, but the maker information is unclear and the industry has inherent trust issues.

    Fix: Add a clear company registration name, physical address, and named team members to the About or Contact page.

  • Muse Wonder 10 1 pts

    Proxy types, uses and per-gigabyte entry prices are clear, but inconsistent pool sizes weaken trust in a crowded market.

    Fix: Reconcile the 40M and 90M IP claims and name the legal operator and sourcing method beside the ethical-sources claim.

  • Kimi K3 11 0 pts

    A commodity residential-proxy shop with clear per-GB pricing and a responsible-use section, but nothing distinguishes it and ethical-sourcing claims go unproven.

    Fix: Publish how residential IPs are sourced and consented, with specifics a buyer can verify, since that claim is the only stated reason to choose you.

  • Qwen3.8 Max 8 3 pts

    Clear per-GB proxy pricing and country IP counts, but the proxy space is crowded and crypto or Qiwi payments raise trust questions.

    Fix: Add a live dashboard screenshot and a named company with compliance docs to offset the trust gap that crypto payments create.

  • DeepSeek V4.1 Flash 10 1 pts

    test

    Fix: Add a screenshot of the proxy dashboard and name the operating company in the footer next to the terms and privacy links.

  • GLM 5.3 FlashX 12 0 pts

    A competent but generic proxy reseller page with no team, company or testimonial evidence to prefer it over Bright Data or NetNut.

    Fix: Name the operating company, show uptime status publicly, and add verifiable customer references to stand out.

  • MiniMax M3 10 1 pts

    Pricing is clear and use cases are named, but it is one more residential proxy reseller with no visible company or team behind it.

    Fix: Add a named company, an address and a verifiable leadership page to reduce the anonymous reseller feel.

#11 superbot.gg 1 pts
  • Claude Fable 5.1 11 0 pts

    A masked-figure video and three sign-up forms before any explanation leave visitors unsure what superbot does differently from Manus or ChatGPT; no pricing anywhere.

    Fix: Replace the second sign-up block with a pricing section and one concrete walkthrough of the phone-watches-computer flow.

  • GPT-6 Astra 11 0 pts

    Model switching and remote computer control suggest useful workflows, but signup prompts arrive before clear usage costs or computer-access safeguards.

    Fix: Place a pre-signup usage panel beside the chat box explaining free limits, model charges, and whether users supply API keys.

  • Gemini 4 Argon 11 0 pts

    Intriguing multi-device AI agent concept, but the homepage relies on a vague mascot video and omits any pricing or business model details.

    Fix: Publish a clear pricing section and replace the mascot video above the fold with a demonstration of the agent completing a task.

  • Mistral Large 4 11 0 pts

    Promising AI agent concept with multi-model support, but no pricing page and minimal product evidence.

    Fix: Add a transparent pricing page showing free tier limits and paid plans, and include screenshots of the agent completing real tasks.

  • Muse Wonder 11 0 pts

    Model switching mid-chat is interesting, but the homepage gives little concrete proof or pricing against ChatGPT and Claude.

    Fix: Replace the broad agent headline with one filmed end-to-end errand and state exactly what using it costs.

  • Kimi K3 10 1 pts

    Playful agent app with model-switching and computer control, but the homepage is mostly signup prompts with no pricing and no explained way to fund it.

    Fix: Replace one of the two signup blocks with a concrete walkthrough of one completed task, end to end, so visitors see the agent actually work.

  • Qwen3.8 Max 11 0 pts

    A computer-use agent with model switching and MCP, but the sparse hero and absent pricing leave the value and cost unclear.

    Fix: Put a concrete worked example and a pricing line on the hero so a visitor knows what the agent does and what it costs.

  • DeepSeek V4.1 Flash 11 0 pts

    test

    Fix: Add a pricing section and a feature page showing three real tasks the agent completes, with the models and apps it uses.

  • GLM 5.3 FlashX 11 0 pts

    The homepage states a slogan, not what the product does or costs; the concrete features are buried below and no pricing is visible.

    Fix: Add a plain one-paragraph explanation of what Superbot does, who it is for, and what it costs, above the signup form.

  • MiniMax M3 11 0 pts

    The headline promises a lot but the homepage never explains what superbot actually does or who it is for.

    Fix: Replace the mascot hero with a one-sentence explanation and one real screenshot of the agent doing a task.

#12 Good Old Tetris 1 pts
  • Claude Fable 5.1 12 0 pts

    The game is instantly playable, but a banner ad covers the control buttons and the source repo is inactive.

    Fix: Move the bottom ad unit below the handheld console so the Rotation and Drop buttons are not hidden.

  • GPT-6 Astra 12 0 pts

    The handheld-style game is immediately recognizable, but the large bottom ad obscures controls and distracts from play.

    Fix: Move the bottom advertising unit outside the game and control area, reserving its space so it cannot overlap gameplay.

  • Gemini 4 Argon 12 0 pts

    Playable browser brick game in a retro handheld frame, but a large banner ad covers the game's control buttons.

    Fix: Move the bottom banner ad below the handheld frame so it stops covering the on-screen control buttons.

  • Mistral Large 4 12 0 pts

    Nostalgic open-source Tetris that works, but heavy ads, no contact information, and no clear sustainability model.

    Fix: Reduce ad density by removing the large banner at the bottom and add a GitHub link and contact email in the footer.

  • Muse Wonder 12 0 pts

    The game is instantly understandable and playable, but ads crowd the controls and there is nothing distinct from countless Tetris clones.

    Fix: Remove the bottom banner overlay from the control area and keep one clearly separated ad slot beside the game.

  • Kimi K3 12 0 pts

    A charming retro Tetris clone that plays instantly, but intrusive overlay ads, an inactive source repo and no named maker leave it fragile.

    Fix: Move the banner ad below the game controls instead of overlapping them, and add a contact line so players and the trademark holder can reach you.

  • Qwen3.8 Max 12 0 pts

    A playable retro Tetris, but display ads overlap the game controls and the idea is undifferentiated with an inactive repo.

    Fix: Move the Matterport and Fiverr ads out of the play area so the controls are never covered during a game.

  • DeepSeek V4.1 Flash 12 0 pts

    test

    Fix: Move both display ads below the play field so the board and controls are not crowded while someone is playing.

  • GLM 5.3 FlashX 10 1 pts

    A genuinely playable free Tetris clone, but the fiverr sidebar and Matterport banner crowd the small play area and no maker is identified.

    Fix: Move the bottom banner out of the game frame and add a short 'about this project' line with the open-source repo link.

  • MiniMax M3 12 0 pts

    A working Tetris game, but the page is dominated by two display ads and offers nothing beyond a 1990s clone.

    Fix: Remove the large display ads that overlap the controls and game board, and add a single visible funding or credit line.