Collaboration Software

An independent, evidence-based ranking of 21 collaboration software, scored on public signals with full provenance, never on user reviews or paid placement.

Machine formatsMarkdown JSON GraphQLAll open, no key required.

Top signal weightsCapabilities 0.17Package downloads 0.14Integrations 0.09Development activity 0.09

Rank by intent

Balanced Most adopted Most actively maintained Most secure Best value

Ranking basisMost secureSecurity posture 0.17Capabilities 0.15Package downloads 0.12Integrations 0.08

Same facts, re-weighted. Only the weighting changes, never the underlying evidence.

Collaboration Software ranked by vioscaleAI composite score
#	Software	Score	Confidence
1	WherebyVideo conferencing platform with unlimited team members and built-in recording	88	medium · 71%
2	RingCentralAn AI-powered voice platform for automating customer interactions across calls, messages, and video	76	medium · 71%
3	LarkAn AI-powered workspace that gives teams unified context across conversations, knowledge, and tools for smarter automation	72	medium · 59%
4	MiroA collaborative workspace combining visual brainstorming boards with AI-powered document creation	70	medium · 69%
5	Rocket.ChatCommunications and collaboration platform emphasizing security, compliance, and flexible deployment	67	medium · 73%
6	Zoho CliqTeam communication and collaboration software for distributed and hybrid work environments	66	medium · 71%
7	MURALVisual workspace for faster team alignment and execution	65	medium · 72%
8	MattermostAn open-source collaboration platform enabling secure team communication and workflow automation	65	medium · 50%
9	FigJamDesign collaboration and whiteboarding platform for teams to create, prototype, and share work	60	medium · 72%
10	Wire	60	medium · 72%
11	GatherA virtual office platform where remote teams can meet and work together without constant meeting scheduling	58	medium · 72%
12	ZulipThreaded team communication platform for synchronous and asynchronous collaboration	49	medium · 73%
13	ElementSelf-hosted, encrypted collaboration platform for organizational sovereignty	47	medium · 71%
14	SlackUnified workplace communication and automation platform	73	low · 35%
15	LoomFree desktop screen recording software	71	low · 35%
16	ZoomIntegrated communication platform providing video meetings, messaging, phone, and team collaboration	66	low · 35%
17	Jitsi MeetFree, open-source video conferencing with end-to-end encryption and no account requirement	61	low · 26%
18	Twist	60	low · 34%
19	BigBlueButtonAn open-source web-based platform for video meetings and online learning	55	low · 25%
20	DiscordA platform for building bots, apps, and games with integrated voice chat and social features	53	low · 35%
21	Microsoft Teams	50	low · 10%
No tools on this page match that name.

Ranked by the vioscaleAI composite: independent signals, not user reviews. See the method.

Collaboration Software compared

Head-to-head on the attributes that matter here, with a source and date on every value.

Collaboration Software: common questions

How does vioscaleAI rank Collaboration Software?

vioscaleAI ranks collaboration software on a confidence-weighted blend of independent signals, weighted most on capabilities, package downloads, integrations. Scores come from public evidence such as adoption, activity and security posture, never from user reviews or paid placement.

What is the highest-scored tool in Collaboration Software?

Whereby currently leads with a vioscaleAI composite score of 88/100. The full ranking, with the evidence behind every score, is on this page.

How many tools does vioscaleAI list in Collaboration Software?

vioscaleAI currently lists 21 in Collaboration Software, each with a dated, sourced profile.

Can a vendor pay to rank higher in Collaboration Software?

No. Vendors can claim and correct their profile, but placement can never be bought. That independence is what makes the ranking trustworthy for buyers and AI.