{"data":{"slug":"collaboration","name":"Collaboration Software","description":null,"parent":{"slug":"collaboration-productivity","name":"Collaboration & Productivity"},"children":[],"signalWeights":{"price_level":0.058,"reliability":0.07,"capabilities":0.187,"github_stars":0.029,"integrations":0.105,"github_activity":0.105,"release_cadence":0.058,"security_posture":0.07,"package_downloads":0.152,"pricing_transparency":0.094,"stackoverflow_activity":0.07},"entities":[{"slug":"slack","name":"Slack","tagline":"","homepage":"https://slack.com","category":{"slug":"collaboration","name":"Collaboration Software"},"vendor":null,"score":{"composite":89.1,"confidence":0.51,"confidenceBand":"medium","breakdown":{"price_level":{"value":80,"weight":0.058,"present":true,"contribution":4.6},"reliability":{"value":50,"weight":0.07,"present":true,"contribution":3.5},"capabilities":{"value":96,"weight":0.187,"present":true,"contribution":18},"integrations":{"value":98.2,"weight":0.105,"present":true,"contribution":10.3},"security_posture":{"value":10,"weight":0.07,"present":false,"contribution":0},"pricing_transparency":{"value":100,"weight":0.094,"present":true,"contribution":9.4}},"computedAt":"2026-08-05T14:31:20.588Z"},"uri":"https://www.vioscale.ai/software/slack"},{"slug":"wire","name":"Wire","tagline":"Secure Messenger for Organizations (End-to-End Encrypted)","homepage":"https://wire.com","category":{"slug":"collaboration","name":"Collaboration Software"},"vendor":null,"score":{"composite":84.7,"confidence":0.35,"confidenceBand":"low","breakdown":{"price_level":{"value":80,"weight":10,"present":true,"contribution":800},"reliability":{"value":50,"weight":12,"present":true,"contribution":600},"capabilities":{"value":91.6,"weight":32,"present":true,"contribution":2932.2},"integrations":{"value":0,"weight":18,"present":false,"contribution":0},"security_posture":{"value":5,"weight":12,"present":false,"contribution":0},"pricing_transparency":{"value":100,"weight":16,"present":true,"contribution":1600}},"computedAt":"2026-08-04T11:05:30.066Z"},"uri":"https://www.vioscale.ai/software/wire"},{"slug":"miro","name":"Miro","tagline":"","homepage":"https://miro.com","category":{"slug":"collaboration","name":"Collaboration Software"},"vendor":null,"score":{"composite":80.4,"confidence":0.6,"confidenceBand":"medium","breakdown":{"price_level":{"value":80,"weight":0.058,"present":true,"contribution":4.6},"reliability":{"value":50,"weight":0.07,"present":true,"contribution":3.5},"capabilities":{"value":86.7,"weight":0.187,"present":true,"contribution":16.2},"integrations":{"value":69,"weight":0.105,"present":true,"contribution":7.2},"security_posture":{"value":85,"weight":0.07,"present":true,"contribution":6},"pricing_transparency":{"value":100,"weight":0.094,"present":true,"contribution":9.4}},"computedAt":"2026-08-05T14:18:29.028Z"},"uri":"https://www.vioscale.ai/software/miro"},{"slug":"lark","name":"Lark","tagline":"AI-powered superapp for high-growth teams","homepage":"https://www.larksuite.com","category":{"slug":"collaboration","name":"Collaboration Software"},"vendor":null,"score":{"composite":80,"confidence":0.36,"confidenceBand":"low","breakdown":{"price_level":{"value":80,"weight":10,"present":true,"contribution":800},"reliability":{"value":50,"weight":12,"present":true,"contribution":600},"capabilities":{"value":81.2,"weight":32,"present":true,"contribution":2596.8},"integrations":{"value":0,"weight":18,"present":false,"contribution":0},"security_posture":{"value":5,"weight":12,"present":false,"contribution":0},"pricing_transparency":{"value":100,"weight":16,"present":true,"contribution":1600}},"computedAt":"2026-08-04T11:05:41.171Z"},"uri":"https://www.vioscale.ai/software/lark"},{"slug":"figjam","name":"FigJam","tagline":"The Online Collaborative Whiteboard for Teams","homepage":"https://www.figma.com/figjam/","category":{"slug":"collaboration","name":"Collaboration Software"},"vendor":null,"score":{"composite":79.9,"confidence":0.48,"confidenceBand":"low","breakdown":{"price_level":{"value":100,"weight":10,"present":true,"contribution":1000},"reliability":{"value":50,"weight":12,"present":true,"contribution":600},"capabilities":{"value":86.7,"weight":32,"present":true,"contribution":2775},"integrations":{"value":0,"weight":18,"present":false,"contribution":0},"security_posture":{"value":75,"weight":12,"present":true,"contribution":900},"pricing_transparency":{"value":80,"weight":16,"present":true,"contribution":1280}},"computedAt":"2026-08-04T11:05:11.515Z"},"uri":"https://www.vioscale.ai/software/figjam"},{"slug":"zulip","name":"Zulip","tagline":"Organized team chat","homepage":"https://zulip.com","category":{"slug":"collaboration","name":"Collaboration Software"},"vendor":null,"score":{"composite":75.3,"confidence":0.47,"confidenceBand":"low","breakdown":{"price_level":{"value":80,"weight":10,"present":true,"contribution":800},"reliability":{"value":50,"weight":12,"present":true,"contribution":600},"capabilities":{"value":91.6,"weight":32,"present":true,"contribution":2932.2},"integrations":{"value":0,"weight":18,"present":false,"contribution":0},"security_posture":{"value":20,"weight":12,"present":true,"contribution":240},"pricing_transparency":{"value":100,"weight":16,"present":true,"contribution":1600}},"computedAt":"2026-08-04T11:05:31.041Z"},"uri":"https://www.vioscale.ai/software/zulip"},{"slug":"zoho-cliq","name":"Zoho Cliq","tagline":"Business communication software for teams","homepage":"https://www.zoho.com/cliq/","category":{"slug":"collaboration","name":"Collaboration Software"},"vendor":null,"score":{"composite":72.5,"confidence":0.35,"confidenceBand":"low","breakdown":{"price_level":{"value":100,"weight":10,"present":true,"contribution":1000},"reliability":{"value":50,"weight":12,"present":true,"contribution":600},"capabilities":{"value":96,"weight":32,"present":true,"contribution":3072.8},"integrations":{"value":0,"weight":18,"present":false,"contribution":0},"security_posture":{"value":5,"weight":12,"present":false,"contribution":0},"pricing_transparency":{"value":25,"weight":16,"present":true,"contribution":400}},"computedAt":"2026-08-04T11:05:30.717Z"},"uri":"https://www.vioscale.ai/software/zoho-cliq"},{"slug":"loom","name":"Loom","tagline":"One video is worth a thousand words","homepage":"https://www.loom.com","category":{"slug":"collaboration","name":"Collaboration Software"},"vendor":null,"score":{"composite":72.3,"confidence":0.49,"confidenceBand":"low","breakdown":{"price_level":{"value":50,"weight":10,"present":true,"contribution":500},"reliability":{"value":97.5,"weight":12,"present":true,"contribution":1170},"capabilities":{"value":81.2,"weight":32,"present":true,"contribution":2596.8},"integrations":{"value":27.4,"weight":18,"present":true,"contribution":494},"security_posture":{"value":5,"weight":12,"present":false,"contribution":0},"pricing_transparency":{"value":100,"weight":16,"present":true,"contribution":1600}},"computedAt":"2026-08-04T11:05:17.908Z"},"uri":"https://www.vioscale.ai/software/loom"},{"slug":"mural","name":"MURAL","tagline":"AI-powered visual workspace for team collaboration","homepage":"https://www.mural.co","category":{"slug":"collaboration","name":"Collaboration Software"},"vendor":null,"score":{"composite":70.7,"confidence":0.63,"confidenceBand":"medium","breakdown":{"price_level":{"value":80,"weight":10,"present":true,"contribution":800},"reliability":{"value":50,"weight":12,"present":true,"contribution":600},"capabilities":{"value":81.2,"weight":32,"present":true,"contribution":2596.8},"integrations":{"value":32,"weight":18,"present":true,"contribution":576.6},"security_posture":{"value":75,"weight":12,"present":true,"contribution":900},"pricing_transparency":{"value":100,"weight":16,"present":true,"contribution":1600}},"computedAt":"2026-08-04T11:05:20.352Z"},"uri":"https://www.vioscale.ai/software/mural"},{"slug":"ringcentral","name":"RingCentral","tagline":"The Agentic Voice AI platform to drive customer outcomes","homepage":"https://www.ringcentral.com","category":{"slug":"collaboration","name":"Collaboration Software"},"vendor":null,"score":{"composite":69.6,"confidence":0.5,"confidenceBand":"medium","breakdown":{"price_level":{"value":50,"weight":10,"present":true,"contribution":500},"reliability":{"value":99.9,"weight":12,"present":true,"contribution":1199.4},"capabilities":{"value":96,"weight":32,"present":true,"contribution":3072.8},"integrations":{"value":8.7,"weight":18,"present":true,"contribution":155.8},"security_posture":{"value":5,"weight":12,"present":false,"contribution":0},"pricing_transparency":{"value":75,"weight":16,"present":true,"contribution":1200}},"computedAt":"2026-08-04T11:05:25.321Z"},"uri":"https://www.vioscale.ai/software/ringcentral"},{"slug":"gather","name":"Gather","tagline":"The Delightful Virtual Office for Remote Teams","homepage":"https://www.gather.town","category":{"slug":"collaboration","name":"Collaboration Software"},"vendor":null,"score":{"composite":68.9,"confidence":0.62,"confidenceBand":"medium","breakdown":{"price_level":{"value":80,"weight":10,"present":true,"contribution":800},"reliability":{"value":50,"weight":12,"present":true,"contribution":600},"capabilities":{"value":91.6,"weight":32,"present":true,"contribution":2932.2},"integrations":{"value":20.1,"weight":18,"present":true,"contribution":361.8},"security_posture":{"value":50,"weight":12,"present":true,"contribution":600},"pricing_transparency":{"value":100,"weight":16,"present":true,"contribution":1600}},"computedAt":"2026-08-04T11:05:12.168Z"},"uri":"https://www.vioscale.ai/software/gather"},{"slug":"whereby","name":"Whereby","tagline":"Secure video calls. Zero hassle","homepage":"https://whereby.com","category":{"slug":"collaboration","name":"Collaboration Software"},"vendor":null,"score":{"composite":66.3,"confidence":0.26,"confidenceBand":"low","breakdown":{"price_level":{"value":0,"weight":10,"present":false,"contribution":0},"reliability":{"value":50,"weight":12,"present":true,"contribution":600},"capabilities":{"value":74.7,"weight":32,"present":true,"contribution":2391.1},"integrations":{"value":0,"weight":18,"present":false,"contribution":0},"security_posture":{"value":60,"weight":12,"present":true,"contribution":720},"pricing_transparency":{"value":0,"weight":16,"present":false,"contribution":0}},"computedAt":"2026-08-04T11:05:29.742Z"},"uri":"https://www.vioscale.ai/software/whereby"},{"slug":"microsoft-teams","name":"Microsoft Teams","tagline":"","homepage":"https://www.microsoft.com/en-us/microsoft-teams/group-chat-software","category":{"slug":"collaboration","name":"Collaboration Software"},"vendor":null,"score":{"composite":66.1,"confidence":0.2,"confidenceBand":"low","breakdown":{"price_level":{"value":0,"weight":0.058,"present":false,"contribution":0},"reliability":{"value":0,"weight":0.07,"present":false,"contribution":0},"capabilities":{"value":86.7,"weight":0.187,"present":true,"contribution":16.2},"integrations":{"value":0,"weight":0.105,"present":false,"contribution":0},"security_posture":{"value":10,"weight":0.07,"present":false,"contribution":0},"pricing_transparency":{"value":25,"weight":0.094,"present":true,"contribution":2.4}},"computedAt":"2026-08-05T14:18:24.305Z"},"uri":"https://www.vioscale.ai/software/microsoft-teams"},{"slug":"mattermost","name":"Mattermost","tagline":"","homepage":"https://mattermost.com","category":{"slug":"collaboration","name":"Collaboration Software"},"vendor":null,"score":{"composite":65,"confidence":0.39,"confidenceBand":"low","breakdown":{"price_level":{"value":80,"weight":0.058,"present":true,"contribution":4.6},"reliability":{"value":50,"weight":0.07,"present":true,"contribution":3.5},"capabilities":{"value":96,"weight":0.187,"present":true,"contribution":18},"github_stars":{"value":86.5,"weight":0.029,"present":true,"contribution":2.5},"integrations":{"value":24.3,"weight":0.105,"present":true,"contribution":2.6},"github_activity":{"value":63.1,"weight":0.105,"present":true,"contribution":6.6},"release_cadence":{"value":99.4,"weight":0.058,"present":true,"contribution":5.8},"security_posture":{"value":10,"weight":0.07,"present":false,"contribution":0},"package_downloads":{"value":0,"weight":0.152,"present":false,"contribution":0},"pricing_transparency":{"value":25,"weight":0.094,"present":true,"contribution":2.4},"stackoverflow_activity":{"value":0,"weight":0.07,"present":false,"contribution":0}},"computedAt":"2026-08-05T14:18:09.684Z"},"uri":"https://www.vioscale.ai/software/mattermost"},{"slug":"zoom","name":"Zoom","tagline":"One platform to connect","homepage":"https://zoom.us","category":{"slug":"collaboration","name":"Collaboration Software"},"vendor":null,"score":{"composite":65,"confidence":0.52,"confidenceBand":"medium","breakdown":{"price_level":{"value":80,"weight":0.058,"present":true,"contribution":4.6},"reliability":{"value":50,"weight":0.07,"present":true,"contribution":3.5},"capabilities":{"value":100,"weight":0.187,"present":true,"contribution":18.7},"integrations":{"value":22.4,"weight":0.105,"present":true,"contribution":2.3},"security_posture":{"value":10,"weight":0.07,"present":false,"contribution":0},"pricing_transparency":{"value":45,"weight":0.094,"present":true,"contribution":4.2}},"computedAt":"2026-08-05T14:32:00.872Z"},"uri":"https://www.vioscale.ai/software/zoom"},{"slug":"discord","name":"Discord","tagline":"","homepage":"https://discord.com","category":{"slug":"collaboration","name":"Collaboration Software"},"vendor":null,"score":{"composite":62.7,"confidence":0.5,"confidenceBand":"medium","breakdown":{"price_level":{"value":80,"weight":0.058,"present":true,"contribution":4.6},"reliability":{"value":50,"weight":0.07,"present":true,"contribution":3.5},"capabilities":{"value":91.6,"weight":0.187,"present":true,"contribution":17.1},"integrations":{"value":43.7,"weight":0.105,"present":true,"contribution":4.6},"security_posture":{"value":10,"weight":0.07,"present":false,"contribution":0},"pricing_transparency":{"value":25,"weight":0.094,"present":true,"contribution":2.4}},"computedAt":"2026-08-05T14:16:29.186Z"},"uri":"https://www.vioscale.ai/software/discord"},{"slug":"twist","name":"Twist","tagline":"Work communication that won't distract you all day","homepage":"https://twist.com","category":{"slug":"collaboration","name":"Collaboration Software"},"vendor":null,"score":{"composite":62,"confidence":0.49,"confidenceBand":"low","breakdown":{"price_level":{"value":80,"weight":10,"present":true,"contribution":800},"reliability":{"value":50,"weight":12,"present":true,"contribution":600},"capabilities":{"value":67.1,"weight":32,"present":true,"contribution":2147.8},"integrations":{"value":17.3,"weight":18,"present":true,"contribution":311.7},"security_posture":{"value":5,"weight":12,"present":false,"contribution":0},"pricing_transparency":{"value":100,"weight":16,"present":true,"contribution":1600}},"computedAt":"2026-08-04T11:05:29.093Z"},"uri":"https://www.vioscale.ai/software/twist"},{"slug":"rocket-chat","name":"Rocket.Chat","tagline":"","homepage":"https://rocket.chat","category":{"slug":"collaboration","name":"Collaboration Software"},"vendor":null,"score":{"composite":61.4,"confidence":0.41,"confidenceBand":"low","breakdown":{"price_level":{"value":80,"weight":0.058,"present":true,"contribution":4.6},"reliability":{"value":50,"weight":0.07,"present":true,"contribution":3.5},"capabilities":{"value":100,"weight":0.187,"present":true,"contribution":18.7},"github_stars":{"value":87.9,"weight":0.029,"present":true,"contribution":2.6},"integrations":{"value":24.3,"weight":0.105,"present":true,"contribution":2.6},"github_activity":{"value":63.1,"weight":0.105,"present":true,"contribution":6.6},"release_cadence":{"value":0,"weight":0.058,"present":false,"contribution":0},"security_posture":{"value":45,"weight":0.07,"present":true,"contribution":3.2},"package_downloads":{"value":0,"weight":0.152,"present":false,"contribution":0},"pricing_transparency":{"value":25,"weight":0.094,"present":true,"contribution":2.4},"stackoverflow_activity":{"value":0,"weight":0.07,"present":false,"contribution":0}},"computedAt":"2026-08-05T14:19:41.504Z"},"uri":"https://www.vioscale.ai/software/rocket-chat"},{"slug":"element","name":"Element","tagline":"Sovereign and secure communications","homepage":"https://element.io","category":{"slug":"collaboration","name":"Collaboration Software"},"vendor":null,"score":{"composite":52.5,"confidence":0.61,"confidenceBand":"medium","breakdown":{"price_level":{"value":80,"weight":10,"present":true,"contribution":800},"reliability":{"value":50,"weight":12,"present":true,"contribution":600},"capabilities":{"value":86.7,"weight":32,"present":true,"contribution":2775},"integrations":{"value":17.3,"weight":18,"present":true,"contribution":311.7},"security_posture":{"value":30,"weight":12,"present":true,"contribution":360},"pricing_transparency":{"value":25,"weight":16,"present":true,"contribution":400}},"computedAt":"2026-08-04T11:05:10.859Z"},"uri":"https://www.vioscale.ai/software/element"},{"slug":"bigbluebutton","name":"BigBlueButton","tagline":"Virtual Classroom Software","homepage":"https://bigbluebutton.org","category":{"slug":"collaboration","name":"Collaboration Software"},"vendor":null,"score":{"composite":51.7,"confidence":0.22,"confidenceBand":"low","breakdown":{"price_level":{"value":0,"weight":10,"present":false,"contribution":0},"reliability":{"value":0,"weight":12,"present":false,"contribution":0},"capabilities":{"value":67.1,"weight":32,"present":true,"contribution":2147.8},"integrations":{"value":24.3,"weight":18,"present":true,"contribution":437.5},"security_posture":{"value":0,"weight":12,"present":false,"contribution":0},"pricing_transparency":{"value":0,"weight":16,"present":false,"contribution":0}},"computedAt":"2026-08-04T11:05:33.030Z"},"uri":"https://www.vioscale.ai/software/bigbluebutton"}],"uri":"https://www.vioscale.ai/categories/collaboration","entityCount":20},"meta":{"source":"https://www.vioscale.ai","license":"CC-BY-4.0","generatedAt":"2026-08-06T23:13:10.554Z","disclaimer":"Independent, evidence-based. Every fact carries provenance.","profile":"balanced","weights":{"price_level":0.058,"reliability":0.07,"capabilities":0.187,"github_stars":0.029,"integrations":0.105,"github_activity":0.105,"release_cadence":0.058,"security_posture":0.07,"package_downloads":0.152,"pricing_transparency":0.094,"stackoverflow_activity":0.07}}}