Telos vs PanSnap

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Telos compared with PanSnap
Detail	Telos	PanSnap
What it does	A cloud platform to build, run, and evolve software from declarative goals	Your dinner, designed from what you already have
Stage	MVP	Not given
Founded	Not given	Not given
Based in	US	Not given
Pricing model	Freemium	Freemium
Pricing	Starter: $0/mo + usage-based billing with one-time $50 usage credit (limited availability). Pro: $99/workspace/mo + usage-based billing. Enterprise: Custom pricing. Usage-based billing covers managed inference, compute, and storage. Inference options include telos/default (balanced), telos/max (fron	Free: 2,000 credits on signup plus 800 credits monthly. Starter Pack $4.90 for 10,000 credits (≈5 full menus, ≈16 lite, valid 90 days). Chef Pack $13.90 for 30,000 credits (≈16 full menus, ≈50 lite, valid 180 days). Family Pack $19.90 for 50,000 credits (≈27 full menus, ≈83 lite, valid 365 days).
Key features	Persistent goal specifications as source of truth Code treated as invisible compiled artifacts Multiple inference provider options Goal versioning and tracking Role-based access control in Pro plan Snapshots and rollbacks for Pro plan Independent verifier agent checks implementation against goals	Complete dinner menu with multiple coordinated dishes Step-by-step cooking instructions with photos Paginated recipe book exportable as PNG pages or zip Professional food photography for every dish Support for English and Chinese languages Share recipe books with family via PNG export Credit-based pricing model with no subscription
What makes it different	Declarative goal-first approach eliminates the need to read and maintain generated code Collapses development, testing, and production into one unified environment Enables tailor-made software with the simplicity of managed services Goal persists as requirements change with independent verification	Generates complete coordinated menus, not just random recipe suggestions AI recognizes actual fridge contents including partially used ingredients Professional food photography included for every dish and step Recipes proven cookable in real home kitchens with supermarket ingredients Free trial with 2,000 credits requires no credit card
Community votes	0	0
DR (Domain Rating by Ahrefs)	4 no change since last check	Not checked yet no change since last check
Trust Flow (Majestic)	2	0
Citation Flow (Majestic)	22	17
Referring domains (Majestic)	42	5

5 details filled in for both companies.

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