mljar.com vs runcell.dev
Market traction comparison · Updated Jul 2026
| mljar.com | runcell.dev | Leads | |
|---|---|---|---|
| Monthly Visits | 63.5K | 170.0K | runcell.dev |
| Bounce Rate | 39.1% | 44.9% | mljar.com |
| SEO & Keywords | 30 | 35 | runcell.dev |
| Domain Age | 10y 7m | 1y 3m | mljar.com |
mljar.com leads in 2 of 4 dimensions, while runcell.dev leads in 2.
Growth Momentum
| mljar.com | runcell.dev | Leads | |
|---|---|---|---|
| Monthly Visits | 63.5K | 170.0K | runcell.dev |
| MoM Change | -19% | +7% | runcell.dev |
| Avg. Session | 0m22s | 0m45s | runcell.dev |
| Pages / Visit | 1.8 | 1.8 | runcell.dev |
Growth Momentum · Insight
mljar.com is losing traffic (-19%) despite 63.5K monthly visits. runcell.dev's +7% growth puts it on a trajectory to overtake.
Acquisition Strategy
| mljar.com | runcell.dev | Leads | |
|---|---|---|---|
| Primary Channel | Search 44% | Search 73% | |
| Bounce Rate | 39.1% | 44.9% | mljar.com |
| SEO & Keywords | 30 | 35 | runcell.dev |
Keyword Overlap Rate: 48%
| Keyword | Volume | mljar.com | runcell.dev |
|---|---|---|---|
| ipynb to pdf | 65.7K | #9 | #2 |
| ipynb to py | 2.9K | #8 | #1 |
Acquisition Strategy · Insight
mljar.com acquires users primarily through Search (44%), while runcell.dev relies on Search (73%). This reflects fundamentally different go-to-market strategies — mljar.com's higher direct traffic suggests stronger brand recognition or product-led growth, while runcell.dev's search reliance means growth is more scalable but more vulnerable to algorithm changes.
Business Maturity
| mljar.com | runcell.dev | Leads | |
|---|---|---|---|
| Domain Age | 10y 7m | 1y 3m | mljar.com |
| Registered | Feb 2016 | Jun 2025 | |
| Expires | Feb 2027 | Jun 2026 |
Business Maturity · Insight
mljar.com has been in the market for over a decade, indicating established presence.
Market Position
| mljar.com | runcell.dev | Leads | |
|---|---|---|---|
| Global Rank | #595.5K | #279.5K | runcell.dev |
| Category Rank | #12.8K | #6.3K | runcell.dev |
mljar.com only
runcell.dev only
Market Position · Insight
Each has untapped markets the other serves: mljar.com could expand into Brazil, Indonesia, while runcell.dev could target Vietnam, Russia.
Key Takeaways
- •mljar.com is losing traffic (-19%) despite 63.5K monthly visits. runcell.dev's +7% growth puts it on a trajectory to overtake.
- •mljar.com acquires users primarily through Search (44%), while runcell.dev relies on Search (73%). This reflects fundamentally different go-to-market strategies — mljar.com's higher direct traffic suggests stronger brand recognition or product-led growth, while runcell.dev's search reliance means growth is more scalable but more vulnerable to algorithm changes.
- •runcell.dev receives 2.7x more monthly traffic than mljar.com (170.0K vs 63.5K).
- •runcell.dev is growing (+7%) while mljar.com is declining (-19%).
- •runcell.dev keeps visitors significantly longer (0m45s avg session vs mljar.com's 0m22s), suggesting deeper product engagement or stickier content.
- •They share 21 keywords (48% overlap), indicating direct search competition.
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Report based on data from July 2026