Test the same work
Turn the demo into a fair pilot with repeatable tasks and clear acceptance tests.
Plan your software pilotIndependent technology research
Compare technology. Choose with evidence.
Find software and devices that fit. Compare the facts. See what still needs checking.
Free to explore. No account needed.
- Original sources
- Visible research gaps
- No paid rankings
Have something in mind?
What are you choosing?
Tell us what you need. Start with the documented matches.
1,884 products4,846 documented facts2,539 source documents
What these research numbers mean
87,307 attributes checked, of which 82,460 produced no evidence and say so · See methodology
A clearer starting point
Find the right guide for your next purchase.
Password managersWho needs to share access?CRM softwareWhat is the first workflow to improve?LaptopsWhere will you use it most?Team chatHow will your team work together?Cloud storageWhat needs a home in the cloud?Note-taking appsHow do you use your notes?Scheduling softwareWho needs to be at the meeting?Time tracking softwareWhat do you need the hours for?
Explore your next purchase
Personal tech or business software. Pick a category to start comparing.
Laptops
Weight, battery and memory, each read off the maker page.
28 products
Smartphones
Model by model, with the release date we could document.
124 products
Headphones
What the maker states, and what nobody has verified yet.
14 products
Televisions
A young shelf. What is here carries a source; the rest is open.
4 products
Gaming
Consoles and handhelds, including the ones long out of production.
89 products
Smart Home
Hubs, speakers and lighting, and which of them talk to each other.
29 products
AI
Agents, assistants and models, with the autonomy level stated.
101 products
CRM
Seat prices, SSO and audit logs where a page documents them.
18 products
Cloud & Web
Providers, hosting, databases and delivery networks.
499 products
Security & Privacy
SOC 2, ISO 27001 and HIPAA as claims with their evidence.
72 products
Procurement Intelligence
Source-to-pay across 19 documented procurement categories.
72 products
DevOps and CI/CD
Build, ship and observe, with public APIs marked.
27 products
See the differences that matter
A quick view of documented features. Open the comparison to check each source.
Apple Inc.
MacBook Air 13-inch
Apple Inc.
MacBook Air 15-inch
Battery, video streaming
Memory (base)
Weight
Choose other products
3 of 5 shared attributes decidable today
Public API
Free tier
HIPAA compliance stated
Choose other products
8 of 18 shared attributes decidable today
Start with the decision
A clearer answer to your next buying question.
Practical guides for the trade-offs a feature list cannot settle.
Choosing a laptop
More screen. Or less to carry?
Work through screen space, your daily bag and the exact model before choosing a size.
Compare laptop sizesFor a better workflow
Is it time to switch software?
Check whether an alternative solves your actual problem, including the work needed to move.
Plan a better shortlistBefore your team commits
What sits behind the security claim?
Check the source, plan and scope. Turn missing answers into specific questions for the vendor.
Start a security reviewBefore the vendor meeting
Make the demo prove the fit.
Turn your must-haves into a practical agenda. Test the same tasks with each vendor and keep the answers in an editable worksheet.
No sign-up. Category-specific tasks. Download as CSV.
Already have a shortlist?
Two options. One clear decision.
Score your own tests, compare the full cost and keep unanswered requirements visible.
Build your free scorecardNo sign-up. Editable criteria. Download as CSV.
Compare fit and cost
Keep minimum seats, add-ons and setup beside the requirements each option meets.
Calculate the full costPlan the switch
Check the export, permissions and handover before committing.
Use the migration checklistWhat changed this week
All changes
Price movements
IPVanish: price drop
2 entries recorded on the same page
New technology
Harvest: new product
Harvest was added to the graph.
New technology
Toggl Track: new product
Toggl Track was added to the graph.
Newly verified
Harvest: first documented
7 entries recorded on the same page
Newly verified
Clockify: first documented
7 entries recorded on the same page
Research
Dell Technologies: research update
Dell Technologies: Gaming named as a use is no longer documented as yes; that value was withdrawn and is now recorded as not measured. This describes our measurement, not a change at the vendor.
Vendors on file
All vendors
Samsung Electronics
The Apache Software Foundation
Asus
Google
Samsung
Sony Interactive Entertainment
1,179 vendor marks on file, each fetched from the vendor's own site and served from ours; ordered by documented products. How marks work
Before you begin
Know what you are comparing.
Sources you can check. Gaps you can see. Rankings nobody can buy.
Read our research rulesIs it free to compare products?
Yes. You can browse buying guides, read product facts, compare products and use the public calculators without creating an account.
What does a documented feature tell me?
It tells you what the linked source supports. Check the verification state, retrieval date and scope: a feature may depend on the plan, model or region.
Does missing data mean a product lacks a feature?
No. It means our research does not establish the answer. A research gap stays visible so you can ask the vendor or test it yourself.
How should I choose between two products?
Start with your must-have requirements, compare the evidence and try the same workflow in both products. Then compare costs using the same team size and time period.
Use the software selection checklistChoose your next step with confidence.
Start with a guide. Check the evidence. Make it your decision.