Inquio vs Optima

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

Inquio compared with Optima
Detail	Inquio	Optima
What it does	Bot QA platform that analyzes chatbot conversations and provides actionable quality insights	Build custom benchmarks to compare frontier models on performance, cost, and time efficiency for your specific tasks
Stage	Startup	Not given
Founded	2025	Not given
Based in	US	US
Pricing model	Freemium	Not given
Pricing	Starter (Free): up to 1,000 conversations, 1 report card every 30 days, 3 identified issues and 3 recommendations per report, no credit card required. Growth: $0.012 per conversation, unlimited conversations and report cards. Enterprise: Custom 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
Key features	Inquio Score™ - weighted performance score across four dimensions Identified Issues ranked by severity Benchmark Comparison against industry averages Actionable Recommendations for bot improvement Defender module for safety incidents and policy violations Share and Export reports to stakeholders Out-of-the-box topic detection without predefined categories Multiple deployment options - Cloud, LLM tenant, or on-premise CSV upload or API integration for data ingestion	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	Zero manual setup - results generated in minutes without configuration or custom labeling Works alongside existing tools without replacement required Privacy-first with GDPR compliance and flexible deployment options Unified quality metrics and actionable insights for multiple teams No predefined categories or domains required for analysis	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)	14 −1 (down) since last check	84 −1 (down) since last check
Trust Flow (Majestic)	11	28
Citation Flow (Majestic)	28	59
Referring domains (Majestic)	209	17353

5 details filled in for both companies.

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