Optima vs AlwaysQA

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

Optima compared with AlwaysQA
Detail	Optima	AlwaysQA
What it does	Build custom benchmarks to compare frontier models on performance, cost, and time efficiency for your specific tasks	AI testing tool that runs browser checks, diagnoses failures, and sends fix-ready evidence for critical web app flows
Stage	Not given	Not given
Founded	Not given	Not given
Based in	US	PL
Pricing model	Not given	Freemium
Pricing	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	Starter: 30-day free trial, then $9/month (10 active Test Cases, 50 Runs per Billing Period, 2,000 bug reports classified). Basic: $29/month (50 active Test Cases, 200 Runs, 10,000 bug reports). Pro: $199/month (100 active Test Cases, 1,000 Runs, 10,000 bug reports). Enterprise: Custom pricing.
Key features	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	Web testing in real browser API testing with response validation Plain-language test case creation MCP integration for coding agents Bug classification and prioritization Automated regression on schedule Evidence collection and browser replay Team roles and shared subscription CLI for test case drafting Signed-in workflow testing
What makes it different	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	No test code required—describe workflows in plain language Integrates directly with coding agents via MCP Clear, evidence-based test outcomes with diagnostics Adaptive to app changes without test rewrites
Community votes	0	0
DR (Domain Rating by Ahrefs)	84 −1 (down) since last check	9 no change since last check
Trust Flow (Majestic)	28	3
Citation Flow (Majestic)	59	22
Referring domains (Majestic)	17353	35

5 details filled in for both companies.

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