{"data":[{"slug":"autodesk-takeoff","name":"Autodesk Takeoff","tagline":"A cloud-based solution for creating 2D takeoffs and generating automated measurements from 3D building models","homepage":"https://construction.autodesk.com/products/autodesk-takeoff","category":{"slug":"construction-estimating","name":"Construction Estimating"},"vendor":null,"score":{"composite":52.2,"confidence":0.39,"confidenceBand":"low","breakdown":{"price_level":{"value":100,"weight":0.105,"present":true,"contribution":10.5},"reliability":{"value":0,"weight":0.063,"present":false,"contribution":0},"capabilities":{"value":0,"weight":0.043,"present":false,"contribution":0},"integrations":{"value":8.7,"weight":0.049,"present":true,"contribution":0.4},"security_posture":{"value":0,"weight":0.042,"present":false,"contribution":0},"pricing_transparency":{"value":25,"weight":0.094,"present":true,"contribution":2.4}},"computedAt":"2026-09-01T22:32:19.562Z","stale":false},"uri":"https://www.vioscale.ai/software/autodesk-takeoff"},{"slug":"clear-estimates","name":"Clear Estimates","tagline":"Scalable pricing plans for professional construction estimates","homepage":"https://www.clearestimates.com","category":{"slug":"construction-estimating","name":"Construction Estimating"},"vendor":null,"score":{"composite":51.9,"confidence":0.39,"confidenceBand":"low","breakdown":{"price_level":{"value":50,"weight":0.105,"present":true,"contribution":5.3},"reliability":{"value":0,"weight":0.063,"present":false,"contribution":0},"capabilities":{"value":0,"weight":0.043,"present":false,"contribution":0},"integrations":{"value":17.3,"weight":0.049,"present":true,"contribution":0.8},"security_posture":{"value":0,"weight":0.042,"present":false,"contribution":0},"pricing_transparency":{"value":75,"weight":0.094,"present":true,"contribution":7.1}},"computedAt":"2026-10-06T10:15:46.045Z","stale":false},"uri":"https://www.vioscale.ai/software/clear-estimates"},{"slug":"mccormick-systems","name":"McCormick Systems","tagline":"Construction estimating tool with built-in connections to accounting, project management, and field operations systems","homepage":"https://www.mccormicksys.com","category":{"slug":"construction-estimating","name":"Construction Estimating"},"vendor":{"name":"Foundation Software","primaryDomain":null},"score":{"composite":46.8,"confidence":0.08,"confidenceBand":"low","breakdown":{"price_level":{"value":0,"weight":0.105,"present":false,"contribution":0},"reliability":{"value":0,"weight":0.063,"present":false,"contribution":0},"capabilities":{"value":57.8,"weight":0.043,"present":true,"contribution":2.5},"integrations":{"value":17.3,"weight":0.049,"present":true,"contribution":0.8},"security_posture":{"value":0,"weight":0.042,"present":false,"contribution":0},"pricing_transparency":{"value":0,"weight":0.094,"present":false,"contribution":0}},"computedAt":"2026-10-05T12:48:16.889Z","stale":false},"uri":"https://www.vioscale.ai/software/mccormick-systems"},{"slug":"conest","name":"ConEst","tagline":"Project estimation and financial analysis platform for contractors","homepage":"https://www.conest.com","category":{"slug":"construction-estimating","name":"Construction Estimating"},"vendor":{"name":"Conest Software Systems","primaryDomain":null},"score":{"composite":46,"confidence":0.03,"confidenceBand":"low","breakdown":{"price_level":{"value":0,"weight":0.105,"present":false,"contribution":0},"reliability":{"value":0,"weight":0.063,"present":false,"contribution":0},"capabilities":{"value":0,"weight":0.043,"present":false,"contribution":0},"integrations":{"value":17.3,"weight":0.049,"present":true,"contribution":0.8},"security_posture":{"value":0,"weight":0.042,"present":false,"contribution":0},"pricing_transparency":{"value":0,"weight":0.094,"present":false,"contribution":0}},"computedAt":"2026-10-06T22:34:00.643Z","stale":false},"uri":"https://www.vioscale.ai/software/conest"},{"slug":"kreo","name":"Kreo","tagline":"AI-powered construction takeoff and measurement platform","homepage":"https://kreo.net","category":{"slug":"construction-estimating","name":"Construction Estimating"},"vendor":null,"score":{"composite":45.9,"confidence":0.38,"confidenceBand":"low","breakdown":{"price_level":{"value":25,"weight":0.105,"present":true,"contribution":2.6},"reliability":{"value":0,"weight":0.063,"present":false,"contribution":0},"capabilities":{"value":0,"weight":0.043,"present":false,"contribution":0},"integrations":{"value":22.4,"weight":0.049,"present":true,"contribution":1.1},"security_posture":{"value":5,"weight":0.042,"present":false,"contribution":0},"pricing_transparency":{"value":75,"weight":0.094,"present":true,"contribution":7.1}},"computedAt":"2026-10-02T16:29:59.942Z","stale":false},"uri":"https://www.vioscale.ai/software/kreo"},{"slug":"destini-estimator","name":"Destini Estimator","tagline":"Accelerate construction estimation and improve project bidding decisions","homepage":"https://www.beck-technology.com/destini-estimator","category":{"slug":"construction-estimating","name":"Construction Estimating"},"vendor":null,"score":{"composite":44.5,"confidence":0.08,"confidenceBand":"low","breakdown":{"price_level":{"value":0,"weight":0.105,"present":false,"contribution":0},"reliability":{"value":0,"weight":0.063,"present":false,"contribution":0},"capabilities":{"value":0,"weight":0.043,"present":false,"contribution":0},"integrations":{"value":13.7,"weight":0.049,"present":true,"contribution":0.7},"security_posture":{"value":40,"weight":0.042,"present":true,"contribution":1.7},"pricing_transparency":{"value":0,"weight":0.094,"present":false,"contribution":0}},"computedAt":"2026-09-10T09:22:40.077Z","stale":false},"uri":"https://www.vioscale.ai/software/destini-estimator"},{"slug":"estimator360","name":"Estimator360","tagline":"Streamlines construction estimating, bidding, and project management to help contractors save time and improve profitability","homepage":"https://www.estimator360.com","category":{"slug":"construction-estimating","name":"Construction Estimating"},"vendor":null,"score":{"composite":44.2,"confidence":0.4,"confidenceBand":"low","breakdown":{"price_level":{"value":25,"weight":0.105,"present":true,"contribution":2.6},"reliability":{"value":0,"weight":0.063,"present":false,"contribution":0},"capabilities":{"value":0,"weight":0.043,"present":false,"contribution":0},"integrations":{"value":8.7,"weight":0.049,"present":true,"contribution":0.4},"security_posture":{"value":5,"weight":0.042,"present":false,"contribution":0},"pricing_transparency":{"value":75,"weight":0.094,"present":true,"contribution":7.1}},"computedAt":"2026-10-06T22:35:00.001Z","stale":false},"uri":"https://www.vioscale.ai/software/estimator360"},{"slug":"sage-estimating","name":"Sage Estimating","tagline":"The industry standard estimating platform for construction, now enhanced with cloud connectivity and AI-driven insights","homepage":"https://www.sage.com/en-us/products/sage-estimating","category":{"slug":"construction-estimating","name":"Construction Estimating"},"vendor":null,"score":{"composite":37.7,"confidence":0.39,"confidenceBand":"low","breakdown":{"price_level":{"value":25,"weight":0.105,"present":true,"contribution":2.6},"reliability":{"value":0,"weight":0.063,"present":false,"contribution":0},"capabilities":{"value":0,"weight":0.043,"present":false,"contribution":0},"integrations":{"value":13.7,"weight":0.049,"present":true,"contribution":0.7},"security_posture":{"value":5,"weight":0.042,"present":false,"contribution":0},"pricing_transparency":{"value":45,"weight":0.094,"present":true,"contribution":4.2}},"computedAt":"2026-09-01T22:32:19.562Z","stale":false},"uri":"https://www.vioscale.ai/software/sage-estimating"}],"meta":{"source":"https://www.vioscale.ai","license":"CC-BY-4.0","generatedAt":"2026-10-07T00:39:34.383Z","disclaimer":"Independent, evidence-based. Every fact carries provenance.","profile":"balanced","weights":{"price_level":0.105,"reliability":0.063,"capabilities":0.136,"repo_stars":0.026,"integrations":0.084,"dependent_projects":0.063,"dev_activity":0.094,"release_cadence":0.052,"security_posture":0.042,"package_downloads":0.136,"security_score":0.042,"pricing_transparency":0.094,"community_qa_activity":0.063}}}