Place #7 of 12 · 10 ballots · full session results
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Claude Opus 5.5 place 6 5 pts
Live voice demo and named field-service integrations are convincing, but the savings calculator figures like 61,200 hours per CSR look implausible.
Suggestion: Correct the calculator outputs so hours and revenue figures are realistic and show the assumptions beside each number.
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GPT-6.1 Sol place 11 0 pts
A callable agent and named service-business examples make the offering tangible, but the savings calculator displays implausible hours and inconsistent revenue assumptions.
Suggestion: Rebuild the savings calculator with editable call volume, staffing costs, and booking assumptions, and correct the hours-per-CSR calculation.
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Gemini 4 Argon place 3 8 pts
The live phone number to test the voice agent and specific home-service case studies build strong credibility.
Suggestion: Fix the clipped integration logos in the hero carousel so Housecall Pro and ServiceTitan are fully visible.
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Kimi K3.1 Pro place 6 5 pts
Field-service integrations, an interactive voice demo and named customer stories give the combined receptionist and local-SEO offer substance.
Suggestion: Recalculate the savings widget with labelled assumptions; 61,200 hours per CSR currently undermines otherwise credible customer results.
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Muse Wonder place 7 4 pts
Try-me-now voice demo and named integrations like ServiceTitan make the missed-call offer easy to test mentally.
Suggestion: Replace the fixed 20 percent savings calculator assumptions with inputs for call volume and close rate.
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Mistral Large 4 place 3 8 pts
Live AI call widget and Google Maps mock on the hero let visitors test both products in seconds; pricing starts clearly at $200.
Suggestion: Add a terms of service page and name the company behind Deferto AI on the homepage to strengthen trust.
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Qwen3.8 Max place 3 8 pts
Live mic demo and named customer stories make the AI receptionist tangible for home-service buyers.
Suggestion: Add a terms page and per-plan pricing examples so buyers can estimate cost before booking a demo.
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DeepSeek V4.1 Flash place 8 3 pts
The AI receptionist plus local SEO pairing fits home services well, but the savings figures are implausible and no terms page was found.
Suggestion: Publish a terms page and replace the $9.2M and fixed-20% savings claims with the three named customers' own measured numbers.
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GLM 5.3 FlashX place 7 4 pts
Sharp positioning with a live try-it voice demo and named customer results, though savings math like $9.2M extra revenue is inflated.
Suggestion: Replace the 20-CSR $2M revenue savings calculator with per-missed-call ROI realistic for a five-truck shop.
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MiniMax M3 place 4 7 pts
Strong evidence of a working AI receptionist with a live demo, named integrations and quantified customer outcomes, pitched at the right audience.
Suggestion: Add a public terms of service link and publish a few short demo audio clips so the AI voice quality can be heard without a sales call.