Methodology
How the grade is made
This is an independent weighted scorecard for one company at a time. It is not a market share ranking, not a Gartner Magic Quadrant, and not a claim that any product is globally “best.” The math, the ratings, the vetoes, and the research behind each metric are below.
- The questions
- The decision model
- The formula
- The eight metrics
- How answers move weights
- Fixed product ratings
- Fit rules and vetoes
- What this grader does not score
- Sources
The questions
Each category asks its own quiz. The short label is what you tap; the sentence under the question is why that answer can change who wins. Security is a 1–5 scale: strongly disagree that the company must own the work, through strongly agree.
How many people have to run work in this tool?
A board ten people will open beats Jira. Past a few hundred, Trello is not a work system. Size here is who has to live in it, not the whole company newsletter.
- 2–10
- 11–50
- 51–200
- 201–1,000
- 1,000+
What does the company do?
Software companies buy issues and sprints. Hospitality and construction buy workload by site. Same category, different sport.
- Software — SaaS, apps, engineering-led companies.
- Hospitality — Cafes, restaurants, hotels, venues.
- Retail — Stores, shop floor, inventory moving in person.
- Logistics — Delivery, warehouse, fleet, supply chain.
- Construction — Sites, trades, crews that move between jobs.
- Healthcare — Clinics, care, hospitals, practices.
- Education — Schools, campuses, training, kids’ activities.
- Manufacturing — Plants, production, warehouse, or industrial ops.
What does the work actually look like?
This is the question the current tool cannot answer for you. Cards, projects, sprints, and site workload are four different products. The grade follows the job, not the logo on the wall.
- Boards and lists — Cards on a board. Keep it light. If it takes a rollout, people will not open it.
- Projects with owners — An owner, a due date, a done state. Desk work, not a software factory.
- Issues and sprints — Backlog, sprint, release. Engineering delivery is the job.
- Work by site or crew — Load by location, shift, or team. Frontline work is not a ticket.
Where is that work tracked today?
Today’s board is the switching cost. A team already in Jira is not starting from Trello, even if Trello would have been simpler years ago.
- Trello / lists — Boards, notebooks, group chats. Informal is fine.
- Monday.com — Visual boards by team or site.
- Asana / docs — Projects, docs, and owners. Desk work.
- Microsoft Planner — Outlook, Teams, Lists. IT already chose the stack.
- Jira — Issues, sprints, engineering delivery.
- On the floor — Stores, sites, crews. Work is not a ticket.
Is the work in one place or many?
Many sites are why Monday exists. A developer issue tracker is the wrong shape for crews that do not share a building.
- One site — One room, one shop, one plant.
- A few sites — Two to five locations or crews.
- Many sites — A group, a chain, or crews that do not share a building.
What is breaking in how work gets done?
Orphan cards and mystery owners are an offboarding problem. “We need GitHub in the board” is an integrations problem. Do not pick AI here unless that is actually the pain.
- No owners — New people cannot see what is theirs. Work is a scavenger hunt.
- Orphan work — When someone leaves, cards stay open and the history walks out.
- AI in the work — Summaries, assignment, or chasing due dates inside the tool.
- The rest of the stack — Git, chat, docs. The work tool has to plug in, or it is a second job.
- Nothing yet — Same people, same boards, for now.
Should the company own the work?
High cyber bars cut lightweight boards with weak admin and SSO. A personal Trello is the WhatsApp of work management.
- 1 — Strongly disagree. Personal tools are fine.
- 2 — Disagree. Ownership can wait.
- 3 — In the middle. The company should own the record.
- 4 — Agree. No company data on personal apps.
- 5 — Strongly agree. Audit trail, SSO, lock-down.
What can it cost?
Trello wins when there is no line item. Jira’s price is the rollout, not only the seats. Enterprise spend treats a side board as a toy.
- Free — No extra line item. If it needs a card, it will not happen.
- Per seat — Fine if people actually use it. Finance will still notice.
- Software budget — Procurement exists. Price has to be justified, not ignored.
- Enterprise — Implementation and seats are part of the buy.
Does lock-in veto the buy?
Jira traps workflows and plugins. If you must be able to leave, that vetoes an issue platform even when engineering is the culture.
- Must leave — Export the data. No hostage pricing. Lock-in is a veto.
- Prefer not — Some lock-in for fit is fine. A platform tax is not.
- Fine — Switching cost is acceptable once the tool actually works.
- Standardize — Pick the platform others have to plug into. Stickiness is the point.
What should AI do in the work tool?
Chasing owners and due dates needs real tasks, not a chatbot on a board. Joiners need permissions. Pick none if people should assign people.
- Catch-up — Summarize a project or a day someone missed.
- Handoffs — Close one cycle, brief the next, flag what is open.
- Chase work — Assign an owner and a due date, then follow up.
- Access — Put people on the right work. Cut access when they leave.
- Requests in — A client or guest request becomes a task with an owner.
- None — People assign people. AI can wait a year.
Should this work tool just track, suggest, act, or build?
Chat here is people assigning people. Suggest drafts. Act follows up. Build is custom agents and APIs — Jira’s platform, not a board with no engine.
- Chat — People message people. The tool does not draft or act.
- Suggest — It drafts and summarizes. A person always sends.
- Act — It creates work and nudges owners without being asked.
- Build — Custom agents and APIs. Developers have to want this.
The decision model
Analyst markets and public leaderboards answer “who is winning the category?” A buyer needs “which tool fits this workforce without creating a second job?” Those are different questions. Gartner’s workstream-collaboration market is built around persistent channel-based chat, meetings, files, and an API/bot extension model. Slack and Microsoft Teams live in that market. Consumer WhatsApp does not. A large share of real companies still run work in WhatsApp anyway.
Emergence Capital’s deskless-workforce research is the reason this grader exists: about 80% of workers, roughly 2.7 billion people, do not sit at a desk, while historically almost all enterprise-software spend went to the desk-bound 20%. Ranking Slack first for a 40-person restaurant group because it “wins collaboration” is a category error.
The method is a textbook software-selection scorecard, the same shape procurement already uses:
- Non-compensatory gates first. A true veto (for example: high cyber + personal messenger) eliminates the product. A 5 on price cannot buy back a failed gate. This is standard systems-engineering practice: mandatory vs enhancing criteria.
- Then a weighted sum. Each remaining product has a fixed 0–5 rating on eight axes. Weights are not a committee’s opinion of “what matters in the market.” They are derived from this company’s size, industry, sites, culture, growth, security bar, budget, lock-in stance, and AI workflows.
- Fit multipliers after that. Culture and stack matches (Microsoft shop, engineering platform, frontline ops) boost or cut a product without rewriting the underlying 0–5 ratings. Ratings describe the product. Multipliers describe this company.
Scores stay hidden until the answers are in so the result is not anchored on a public leaderboard. Any of the four products can finish last.
The formula
For each product, the engine computes a raw weighted score, then a ranking score, then a 0–100 fit grade.
raw = Σ weight(axis) × rating(product, axis) maxRaw = Σ weight(axis) × 5 rankScore = raw × multiplier // boosts and penalties both count graded = raw × min(1, multiplier) // boosts cannot inflate a grade to 100 fit = round(100 × graded / maxRaw)
Ranking and grading are deliberately split. A stack of “this culture loves Slack” multipliers can move Slack above Teams in the order. They cannot manufacture an A if the weighted ratings are a B. Penalties and eliminations do cut the grade. That stops the grader from becoming a home-team booster.
Letter bands are even 20-point steps, not a curve:
A 80–100B 60–79C 40–59D 0–39
An A means high fit for this profile, not “market leader.” A D can still be a famous product.
The eight metrics
Work management is not chat. The scorecard asks whether work closes, whether the shape is software delivery or site ops, and whether you can see load without a standup.
Time to first useful board
If the team will not open it this week, work stays in chat. Trello is already a board. Jira is a rollout.
Owner, due date, done
Work management means an owner, a due date, and a done state. A card with no close-out is still a chat.
Issues, sprints, delivery
Software companies buy issues, sprints, and a backlog. Ops companies do not. Jira is 5 here. Monday is the wrong sport.
Workload by team or site
Frontline and multi-site teams need to see load by crew or location, not by sprint. Monday is built for that. Jira is not.
Admin & permissions
Someone has to create projects, joiners, and permissions as a job. Lightweight boards fail past a few dozen people.
Git, chat, the rest of the stack
Engineering buys the work tool that plugs into GitHub and the rest of the delivery chain. Ops buys the one that sits next to chat and sites.
Price and rollout cost
Trello is free. Jira’s price is the rollout, not only the seats. Monday and Asana are a software line item.
Ability to leave later
Issue platforms trap workflows and plugins. A board you can export is the other extreme.
How answers move weights
Small teams load time-to-first-board. Frontline and many sites load workload by crew or location. Engineering and software load issues/sprints and the toolchain. Cyber and offboarding load whether work survives a leaver. Tight budgets load price. Lock-in answers load portability.
Fixed product ratings (0–5)
Ratings do not change with the answers. If they did, the scorecard would be circular. They are relative to this four-product set, not to every tool on earth.
| Metric | Asana | Jira | Monday.com | Trello |
|---|---|---|---|---|
| Time to first useful board | 3 | 1 | 3 | 5 |
| Owner, due date, done | 5 | 4 | 4 | 2 |
| Issues, sprints, delivery | 3 | 5 | 2 | 1 |
| Workload by team or site | 3 | 2 | 5 | 2 |
| Admin & permissions | 4 | 5 | 4 | 1 |
| Git, chat, the rest of the stack | 4 | 5 | 3 | 2 |
| Price and rollout cost | 3 | 2 | 3 | 5 |
| Ability to leave later | 3 | 1 | 2 | 5 |
- Asana. Structured projects for knowledge-work teams. Not a software factory, not a frontline work OS.
- Jira. Delivery, issues, and the Atlassian platform. Time-to-first-board is the tax. Lock-in is the other tax.
- Monday.com. Visual work by team or site. Strong for ops. Heavier than Trello, friendlier than Jira, stickier than a board.
- Trello. A board people will actually open. Weak admin, weak ownership, and no real workload model once hiring or sites show up.
Fit rules and vetoes
Multipliers are the non-linear part. A 0.12 under a veto is an effective elimination. A 1.42 on an incumbent is the bundled advantage the price table already implied. Current rules for Work management software, copied from the engine:
- A tiny informal team does not need Jira. A board they will actually open wins.
- Frontline and multi-location ops need visual workload by site, not developer issue tracking.
- Many sites need workload by location. A developer issue tracker is the wrong shape.
- Software companies expect issues, sprints, and a delivery toolchain.
- Engineering teams buy Jira for issues, sprints, and the Atlassian ecosystem.
- IT-led Microsoft shops will accept a work OS that sits next to M365. They will not start with Jira.
- Knowledge-work teams want structured projects without pretending they are a software factory.
- At 1,000+ people, Trello is not a work system. Procurement favors platforms with admin depth.
- High cyber bars punish lightweight boards with weak admin, SSO, and offboarding.
- Fast hiring outgrows cards with no real ownership model.
- Custom agents and APIs favor Jira’s platform over simple boards.
- SMB teams that are not engineering rarely finish a Jira rollout.
- A tight budget favors a board people will actually open. Jira’s price is the rollout, not only the seats.
- Enterprise spend treats Trello as a side board, not a work system.
- Refusing vendor lock-in cuts issue platforms that trap history, workflows, and plugins in one vendor.
- Companies that want to standardize will pick the work platform others have to integrate with.
- The work is boards and lists. A sprint tool is the wrong shape, even if someone on the team has used Jira before.
- The work is projects with owners and due dates — not a software factory, not a pile of cards.
- The work is issues, sprints, and delivery. A friendly board is the wrong center of gravity.
- The work is load by site or crew. An issue tracker is the wrong sport.
What this grader does not score
- Uptime, message latency, or independent pentest results.
- Every SKU and add-on as its own product.
- Regional data residency beyond the ownership/compliance proxy.
- Whether these products will still look like this in two years. Ratings are a snapshot of how they are actually used.
Sources
Primary public documents, regulator actions, vendor pricing and admin docs, and the deskless-workforce research that explains why a global “best chat” ranking is the wrong artifact. Product ratings for Zenzap use Zenzap’s own documentation as evidence of capabilities, then score those capabilities against the same axes as the incumbents.
- Gartner Peer Insights — Workstream Collaboration — Market definition: persistent, channel-based conversational workspace, usually with meetings, files, and an extension model. Slack and Teams live here. WhatsApp does not.
- Gartner Market Guide for Workstream Collaboration (quoted, 2021) — WSC tools are “intentionally designed to be extended via APIs, bots or other integration methods.” That is why ecosystem is a scored axis, not a footnote.
- Emergence Capital — Deskless Workforce — About 80% of the global workforce, ~2.7 billion people, do not sit at a desk. Most collaboration software was built for the other 20%.
- Emergence Capital — Software for the workforce Silicon Valley forgot — Roughly $300B a year of enterprise software spend has historically gone to desk-bound workers.
- European Commission — SME definition — Headcount bands of <10 / <50 / <250 (Recommendation 2003/361/EC). The grader’s 2–10, 11–50, 51–200 cuts follow this, then split mid-market from 1,000+ IT procurement.
- EUR-Lex — Recommendation 2003/361/EC — Staff headcount is the primary legal size criterion. Informal coordination fails as headcount crosses those cliffs.
- ICO reprimand — NHS Lanarkshire (WhatsApp, 2023) — Patient names, numbers, dates of birth, addresses, and clinical images in an unmanaged WhatsApp group. Data lived on phones, not a central server. That is the ownership axis in one document.
- Clarkslegal — WhatsApp in the workplace — UK GDPR retention, deletion, and audit fail when messages are not on company servers and when personal and work property are mixed on one phone.
- NHS England — BYOD guidance — Leaver process must remove work data from personal devices. Subject access and FOI may require records that personal messengers cannot produce.
- Microsoft — Teams unbundling after EC commitments — From 1 Nov 2025, published deltas: Teams is implicitly ~$1.60–$8.55/user/month inside Microsoft 365, depending on SKU. That is why Teams scores 3 on affordability for companies already on 365, not 5.
- Slack pricing — Pro list price $7.25/user/month annual; Business+ higher; free plan caps history at 90 days and apps at 10. Affordability 2 is the paid collaboration-suite cost, not the free teaser.
- Slack — What is Slack and how does it work? — Official figure: 2,600+ apps in the directory. 76% of Slack customers also use Microsoft. Ecosystem 5 is earned; portability 2 is the other side of the same fact.
- Microsoft Learn — Slack to Teams Migration Tool — Migrates channel content. Does not migrate DMs, group chats, workflows, or custom apps. Switching cost is not “export a ZIP.”
- Salesforce — Agentforce in Slack — Agents that search Slack, act in-channel, and sit on CRM data. This is why engineering/platform answers boost Slack, not WhatsApp.
- Microsoft — Copilot collaborative agents in Teams — Agents grounded in Graph, with enterprise identity and compliance. Teams agentsFit is 4 because the platform exists; it is not 5 because it assumes Copilot spend and IT.
- Microsoft Work Trend Index 2026 — Active agents in the Microsoft 365 ecosystem grew ~15× year over year (18× in large enterprises). Agents are now a procurement criterion, not a novelty.
- Microsoft Learn — Microsoft 365 for frontline workers — F-licenses, Shifts, Walkie Talkie, Viva Connections. Teams can serve frontline — if IT will provision identities. The grader still penalizes Teams for SMB frontline with no IT appetite.
- ChangeEngine — Frontline communication tools, 2026 — Deskless teams still run on noticeboards and ownerless WhatsApp groups. Slack is scored as a desk tool; the deciding filter is whether a worker without a corporate email can even log in.
- Blink — Frontline alternatives, 2026 — Teams Frontline F1/F3 is cheap on paper and heavy in practice: email-based onboarding, notification fatigue, poor hourly-worker adoption.
- Zenzap product documentation — Company-owned cloud history, one-click offboarding, hidden numbers, working hours, in-chat tasks, site/team structure. Ratings use this as product evidence, not as a third-party audit.
- Software selection scorecards (WSM) — Standard practice: weight criteria, score 1–5, treat non-negotiables as pass/fail gates. The grader is that method, with weights derived from the company instead of a committee.