Monaro records 470 monthly visits with -21.5% month-over-month growth and Free Trial, Paid, Contact for Pricing pricing. TypeSafe AI - Jev records 6,148,688 monthly visits with -36.4% growth and Paid pricing.
AI takeoff and quoting software for HVAC distributors
Machine-native AI that returns typed, calibrated decisions for software automation
| Dimension / Metric | | |
|---|---|---|
| Official Domain | monaro.ai | typesafe.ai |
| Pricing Model | Free Trial, Paid, Contact for Pricing | Paid |
| Monthly Visits | 470 (470) | 6.15M (6,148,688) |
| MoM Traffic Delta | -129 (-21.5%) | -3.51M (-36.4%) |
| Primary Market & Share | 🇺🇸 United States (100%) | 🇺🇸 United States (26.4%) |
| Direct Visits / mo | 153 | 3.14M |
| User Rating | 4.3 | 4.2 |
| Supported Platforms | Website | Website |
AI takeoff and quoting software for HVAC distributors
Upload any drawing set and Monaro extracts equipment types, model numbers, specs and quantities into a structured takeoff.
Every diffuser, grille, fan and fixture is counted across each floor, with uncertain detections flagged for fast human review.
See supplier pricing beside your takeoff, set margins, and build and send branded formatted quotes without exporting to spreadsheets.
Turn any takeoff into a formatted supplier RFQ and compare returned supplier quotes side by side inside the platform.
Machine-native AI that returns typed, calibrated decisions for software automation
Jev outputs typed decisions that application code can act on directly, rather than prose that must be parsed and interpreted.
Every decision carries an estimate of how confident the model is, so you can set thresholds for autonomous action versus human escalation.
TypeSafe reports Jev at roughly 193x faster and 444x cheaper than LLM-based workflows on comparable System One tasks, with a price of $42 per billion input tokens.
Because confidence estimates expose uncertainty, Jev is designed to avoid hallucination-style failures in automation, enabling zero-hallucination decision paths where confidence is high.
Enterprise developer platform and API for deploying GPT-6 Astra, Sol, Luna, and realtime multimodal agents.
Enterprise developer platform and API for deploying GPT-6 Astra, Sol, Luna, and realtime multimodal agents.
Google's rapid prototyping IDE and developer API workbench for building multimodal applications with Gemini models.
Google's rapid prototyping IDE and developer API workbench for building multimodal applications with Gemini models.
SpecialistOffers access to diverse foundational models through one API, but lacks specialized typed decision scoring and confidence metrics.
SpecialistOffers access to diverse foundational models through one API, but lacks specialized typed decision scoring and confidence metrics.
Free / Open-sourceProvides an open-source framework for building agent workflows, but requires manual implementation of calibrated decision-scoring logic.
SpecialistAggregates hundreds of AI models through a single endpoint, but does not specialize in typed, probability-scored software decisions.
AI agents that run document-heavy business processes end to end
AI takeoff and estimating software built around real construction drawings
AI takeoff and estimating software built around real construction drawings
AI workflow platform for document-heavy back-office operations
AI-native quoting and project management for MEP distributors and manufacturers
AI-native quoting and project management for MEP distributors and manufacturers
SpecialistCombines enterprise process automation and business rules, but lacks native machine intelligence confidence-scored APIs.
SpecialistCombines enterprise process automation and business rules, but lacks native machine intelligence confidence-scored APIs.
Bank statement converter that checks its own work
Bank statement converter that checks its own work
AI-driven takeoffs for construction estimating teams
AI-driven takeoffs for construction estimating teams
