heal vs Optima

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

heal compared with Optima
Detail	heal	Optima
What it does	Finds reproducible bugs and runtime vulnerabilities by running your product in a production-like sandbox	Build custom benchmarks to compare frontier models on performance, cost, and time efficiency for your specific tasks
Stage	Not given	Not given
Founded	Not given	Not given
Based in	FR	US
Pricing model	Free trial	Not given
Pricing	Free for open source projects. Paid plans available for commercial use; specific pricing not listed.	Token usage for creating and running benchmarks at raw model cost. Rubric grading: $0.002 per criterion per model (standard judges) or $0.040 per criterion (premium judges), $0.10 on agentic tasks. Pairwise grading: $0.006 per match (standard, $0.150 premium), $0.015 per match on document tasks (sta
Key features	Builds a sandbox that replicates production environment Mocks or emulates third-party services like payments, mail and APIs Provides failing test for every defect found Maps product architecture and reads code for suspicions Validates security issues with real exploits against sandbox Crawls every link and finds missing routes Runs locally or in the cloud	Custom benchmark builder with example-driven task creation Multiple evaluation types: Q&A, document analysis, agentic tasks, interactive conversations Run benchmarks across multiple frontier models simultaneously Cost and time per task metrics Standard and premium judge tiers for grading Rubric grading with custom criteria Deterministic objective grading No markup on model token costs
What makes it different	Catches bugs code review misses by running the actual product instead of just reading diffs Every bug comes with a reproducible failing test that proves it Finds runtime vulnerabilities by firing real exploits against the sandbox Tests untested integrations and hard-to-mock async services Free for open source projects	Build benchmarks on your actual tasks and data instead of standardized tests Compare models across performance, cost, and time efficiency simultaneously Grading expertise from major AI evaluations
Community votes	0	0
DR (Domain Rating by Ahrefs)	25 +1 (up) since last check	84 −1 (down) since last check
Trust Flow (Majestic)	9	28
Citation Flow (Majestic)	27	59
Referring domains (Majestic)	63	17353

5 details filled in for both companies.

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