IBM Cognos Analytics VS LookML
As of 30 October 2026, LookML is named by 156 companies and IBM Cognos Analytics by 566; IBM Cognos Analytics skews to companies under 200 people (28% vs 42%), LookML to companies over 1,000 (32% vs 50%).
As of 30 October 2026 · refreshed daily · counts move as websites, DNS and career sites are re-read.
The website-and-DNS footprint is not comparable between a marketing suite and a CRM: IBM Cognos Analytics's script and mail records show on hundreds of thousands of small sites, LookML rarely leaves a trace outside its own apps. Compare on the job-posting numbers; use the footprint for reach.
- IBM Cognos Analytics: 2–200 employees
- 28%
- LookML: 2–200 employees
- 42%
- IBM Cognos Analytics: 1,000+ employees
- 50%
- LookML: 1,000+ employees
- 32%
- Postings per company, 90 days
- 3.3 · 1.9
- Website or DNS footprint
- 0 · 0
Who chooses which
Share of each tool's companies in every segment. "Leans" marks a gap of more than two points.
| Segment | IBM Cognos Analytics | share | LookML | share | Leans |
|---|---|---|---|---|---|
| Self-employed | 2 | 0% | 1 | 1% | even |
| 2-10 employees | 24 | 4% | 6 | 4% | even |
| 11-50 employees | 45 | 8% | 19 | 12% | LookML |
| 51-200 employees | 90 | 16% | 40 | 26% | LookML |
| 201-500 employees | 69 | 12% | 24 | 15% | LookML |
| 501-1000 employees | 55 | 10% | 16 | 10% | even |
| 1001-5000 employees | 102 | 18% | 32 | 21% | LookML |
| 5001-10000 employees | 58 | 10% | 6 | 4% | IBM Cognos Analytics |
| 10,001+ employees | 121 | 21% | 12 | 8% | IBM Cognos Analytics |
| Segment | IBM Cognos Analytics | share | LookML | share | Leans |
|---|---|---|---|---|---|
| Technology & software | 153 | 27% | 85 | 54% | LookML |
| Business & finance services | 123 | 22% | 26 | 17% | IBM Cognos Analytics |
| Manufacturing & industry | 105 | 19% | 9 | 6% | IBM Cognos Analytics |
| Commerce & trade | 47 | 8% | 10 | 6% | even |
| Public, community & associations | 24 | 4% | 2 | 1% | IBM Cognos Analytics |
| Health care | 24 | 4% | 4 | 3% | even |
| Utilities & infrastructure | 20 | 4% | – | – | outside top 12 |
| Media & content | 16 | 3% | 6 | 4% | even |
| Consumer services & leisure | 15 | 3% | 4 | 3% | even |
| Transport, logistics & rental | 14 | 2% | 4 | 3% | even |
| Automotive | 10 | 2% | 2 | 1% | even |
| Property & construction | 10 | 2% | 2 | 1% | even |
| Agriculture & forestry | – | – | 1 | 1% | outside top 12 |
| Segment | IBM Cognos Analytics | share | LookML | share | Leans |
|---|---|---|---|---|---|
| United States | 383 | 68% | 97 | 62% | IBM Cognos Analytics |
| Canada | 28 | 5% | 2 | 1% | IBM Cognos Analytics |
| United Kingdom | 23 | 4% | 14 | 9% | LookML |
| Germany | 22 | 4% | 4 | 3% | even |
| France | 21 | 4% | 5 | 3% | even |
| Australia | 9 | 2% | 2 | 1% | even |
| Netherlands | 9 | 2% | – | – | outside top 12 |
| Switzerland | 8 | 1% | 2 | 1% | even |
| India | 6 | 1% | 5 | 3% | LookML |
| Austria | 5 | 1% | – | – | outside top 12 |
| Denmark | 5 | 1% | 2 | 1% | even |
| Italy | 5 | 1% | – | – | outside top 12 |
| Japan | – | – | 3 | 2% | outside top 12 |
| Poland | – | – | 3 | 2% | outside top 12 |
| Brazil | – | – | 2 | 1% | outside top 12 |
| Segment | IBM Cognos Analytics | share | LookML | share | Leans |
|---|---|---|---|---|---|
| Finance & accounting | 817 | 29% | 1 | 0% | IBM Cognos Analytics |
| Data & AI | 502 | 18% | 263 | 74% | LookML |
| IT operations & business systems | 280 | 10% | 11 | 3% | IBM Cognos Analytics |
| Software engineering | 173 | 6% | 24 | 7% | even |
| Product, program & project management | 168 | 6% | 7 | 2% | IBM Cognos Analytics |
| General management & consulting | 65 | 2% | – | – | outside top 12 |
| Sales | 61 | 2% | 9 | 3% | even |
| Logistics warehouse and transport | 59 | 2% | – | – | outside top 12 |
| Human resources | 34 | 1% | 2 | 1% | even |
| Administration & office | 24 | 1% | – | – | outside top 12 |
| Customer service & success | 23 | 1% | – | – | outside top 12 |
| Legal, compliance & risk | 23 | 1% | 1 | 0% | even |
| Marketing & communications | – | – | 1 | 0% | outside top 12 |
| Retail & store operations | – | – | 1 | 0% | outside top 12 |
| Unclassified | – | – | 1 | 0% | outside top 12 |
The companies behind each column
Companies using IBM Cognos Analytics →
Companies using LookML →
BI & reporting ranked →
Quote the sentence with the date and the link. The numbers change daily; the link always shows the current ones.
LookML is named by 156 companies in job postings and IBM Cognos Analytics by 566; 0 name both. (Breaknorm, 30 October 2026, https://breaknorm.co/compare/ibm-cognos-analytics-vs-lookml)
Read from the source, not self-reported
Every number on this page can be traced to a page we crawled or a posting we read. Full methodology →
- Job postingsRead hourly from career sites. A tool counts when the employer's own text names it as the team's system; both tools can count for one company.
- Website and DNSScripts and embeds on the company's pages, plus SPF, DKIM, MX and CNAME records of its domain that point at the vendor.
- SegmentsCountry, size and industry from the company profile built from its website.
- Not a reviewNo ratings, prices or feature claims. For those, read the vendors.
IBM Cognos Analytics vs LookML: questions
Which is more used, IBM Cognos Analytics or LookML?
By companies naming it in their own job postings, IBM Cognos Analytics (566) over LookML (156). By website-and-DNS footprint, LookML (0 vs 0), because its scripts and mail records sit on many small company sites.
Who chooses IBM Cognos Analytics?
28% of IBM Cognos Analytics companies have 2 to 200 employees, against 42% for LookML. 50% of IBM Cognos Analytics companies have over 1,000 employees, against 32% for LookML.
Do companies run both?
0 companies name both in their postings, usually IBM Cognos Analytics in marketing and LookML in sales, or during a migration.
Where do these numbers come from?
From the employer's own text in job postings read hourly from career sites, and from scripts found on company websites in our crawl. No vendor data, no surveys.
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