Telos vs Mushroom Identifier

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 Mushroom Identifier
Detail	Telos	Mushroom Identifier
What it does	A cloud platform to build, run, and evolve software from declarative goals	Free AI-powered tool to identify mushrooms from photos
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 with limited daily identifications and one follow-up question per ID. Paid options: Yearly access $29.99 once for unlimited identifications; Monthly access $14.99 once for unlimited identifications; Credit pack $9.99 once for 50 credits (10 Quick IDs or 5 Advanced Analyses). All paid plans are
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	Upload up to 4 photos from different angles AI analysis of cap shape, color, gills, pores, stem, and base Location and habitat context to narrow species Similar species comparison with key differences Toxicity risk labels for poisonous species Follow-up questions about results Works in browser on phones and computers No app download or sign-up required
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	AI flags risky look-alikes and similar species to verify One-time pricing with no automatic subscription or renewal Location and habitat context improves accuracy
Community votes	0	0
DR (Domain Rating by Ahrefs)	4 no change since last check	11 no change since last check
Trust Flow (Majestic)	2	4
Citation Flow (Majestic)	22	18
Referring domains (Majestic)	42	32

5 details filled in for both companies.

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