LookML VS Sigma Computing
As of 30 October 2026, Sigma Computing is named by 439 companies and LookML by 156; LookML skews to companies under 200 people (42% vs 42%), Sigma Computing to companies over 1,000 (27% vs 32%).
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: LookML's script and mail records show on hundreds of thousands of small sites, Sigma Computing rarely leaves a trace outside its own apps. Compare on the job-posting numbers; use the footprint for reach.
- LookML: 2–200 employees
- 42%
- Sigma Computing: 2–200 employees
- 42%
- LookML: 1,000+ employees
- 32%
- Sigma Computing: 1,000+ employees
- 27%
- Postings per company, 90 days
- 1.9 · 2.7
- 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 | LookML | share | Sigma Computing | share | Leans |
|---|---|---|---|---|---|
| Self-employed | 1 | 1% | 4 | 1% | even |
| 2-10 employees | 6 | 4% | 26 | 6% | Sigma Computing |
| 11-50 employees | 19 | 12% | 53 | 12% | even |
| 51-200 employees | 40 | 26% | 105 | 24% | even |
| 201-500 employees | 24 | 15% | 79 | 18% | Sigma Computing |
| 501-1000 employees | 16 | 10% | 52 | 12% | even |
| 1001-5000 employees | 32 | 21% | 62 | 14% | LookML |
| 5001-10000 employees | 6 | 4% | 22 | 5% | even |
| 10,001+ employees | 12 | 8% | 36 | 8% | even |
| Segment | LookML | share | Sigma Computing | share | Leans |
|---|---|---|---|---|---|
| Technology & software | 85 | 54% | 177 | 40% | LookML |
| Business & finance services | 26 | 17% | 103 | 23% | Sigma Computing |
| Commerce & trade | 10 | 6% | 18 | 4% | LookML |
| Manufacturing & industry | 9 | 6% | 45 | 10% | Sigma Computing |
| Media & content | 6 | 4% | 12 | 3% | even |
| Consumer services & leisure | 4 | 3% | 10 | 2% | even |
| Health care | 4 | 3% | 13 | 3% | even |
| Transport, logistics & rental | 4 | 3% | – | – | outside top 12 |
| Automotive | 2 | 1% | 9 | 2% | even |
| Public, community & associations | 2 | 1% | 5 | 1% | even |
| Property & construction | 2 | 1% | 28 | 6% | Sigma Computing |
| Agriculture & forestry | 1 | 1% | – | – | outside top 12 |
| Utilities & infrastructure | – | – | 10 | 2% | outside top 12 |
| Hospitality & travel | – | – | 4 | 1% | outside top 12 |
| Segment | LookML | share | Sigma Computing | share | Leans |
|---|---|---|---|---|---|
| United States | 97 | 62% | 322 | 73% | Sigma Computing |
| United Kingdom | 14 | 9% | 27 | 6% | LookML |
| France | 5 | 3% | 10 | 2% | even |
| India | 5 | 3% | 9 | 2% | even |
| Germany | 4 | 3% | 28 | 6% | Sigma Computing |
| Japan | 3 | 2% | – | – | outside top 12 |
| Poland | 3 | 2% | – | – | outside top 12 |
| Australia | 2 | 1% | 3 | 1% | even |
| Brazil | 2 | 1% | – | – | outside top 12 |
| Canada | 2 | 1% | 10 | 2% | even |
| Switzerland | 2 | 1% | 3 | 1% | even |
| Denmark | 2 | 1% | 3 | 1% | even |
| Spain | – | – | 4 | 1% | outside top 12 |
| Netherlands | – | – | 4 | 1% | outside top 12 |
| Sweden | – | – | 3 | 1% | outside top 12 |
| Segment | LookML | share | Sigma Computing | share | Leans |
|---|---|---|---|---|---|
| Data & AI | 263 | 74% | 396 | 26% | LookML |
| Software engineering | 24 | 7% | 36 | 2% | LookML |
| IT operations & business systems | 11 | 3% | 158 | 10% | Sigma Computing |
| Sales | 9 | 3% | 53 | 4% | even |
| Product, program & project management | 7 | 2% | 72 | 5% | Sigma Computing |
| Human resources | 2 | 1% | – | – | outside top 12 |
| Finance & accounting | 1 | 0% | 138 | 9% | Sigma Computing |
| Legal, compliance & risk | 1 | 0% | – | – | outside top 12 |
| Marketing & communications | 1 | 0% | 64 | 4% | Sigma Computing |
| Retail & store operations | 1 | 0% | – | – | outside top 12 |
| Unclassified | 1 | 0% | – | – | outside top 12 |
| Healthcare clinical | – | – | 84 | 6% | outside top 12 |
| Engineering (non-software) | – | – | 72 | 5% | outside top 12 |
| Quality, safety & environment | – | – | 38 | 3% | outside top 12 |
| Manufacturing and production | – | – | 27 | 2% | outside top 12 |
| Business development & strategy | – | – | 23 | 2% | outside top 12 |
The companies behind each column
Companies using LookML →
Companies using Sigma Computing →
BI & reporting ranked →
Quote the sentence with the date and the link. The numbers change daily; the link always shows the current ones.
Sigma Computing is named by 439 companies in job postings and LookML by 156; 13 name both. (Breaknorm, 30 October 2026, https://breaknorm.co/compare/lookml-vs-sigma-computing)
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.
LookML vs Sigma Computing: questions
Which is more used, LookML or Sigma Computing?
By companies naming it in their own job postings, Sigma Computing (439) over LookML (156). By website-and-DNS footprint, Sigma Computing (0 vs 0), because its scripts and mail records sit on many small company sites.
Who chooses LookML?
42% of LookML companies have 2 to 200 employees, against 42% for Sigma Computing. 32% of LookML companies have over 1,000 employees, against 27% for Sigma Computing.
Do companies run both?
13 companies name both in their postings, usually LookML in marketing and Sigma Computing 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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