G2 Vendor Directory

Monte Carlo

#1 in Data Observability

San Francisco, US

1

Products on G2

567

Total reviews

4.3

Avg. star rating

  • Monte Carlo ranks #1 in Data Observability.
  • Reviews across Monte Carlo's portfolio declined 52.4% quarter-over-quarter.
  • Monte Carlo's 1 product span 5 categories on G2.
  • Enterprise is the largest segment among reviewers, at 52.9%.

Traffic & LLM citations

Monthly G2.com page views and citations by AI answer engines, summed across Monte Carlo's products.

Page views and citations · Monte Carlo

Source: G2 review data

Winning from

Based on reviewers who said they switched from another vendor's product.

1

Datadog

7 switched
2

Alation

1 switched
3

Tamr

1 switched
4

Ataccama

1 switched
5

BMC Software

1 switched

Losing to

Based on reviewers of other products who said they switched from Monte Carlo.

1

Acceldata

1 switched
2

Coalesce

1 switched
3

Matia

1 switched
4

Bigeye

1 switched
5

Anomalo

1 switched

Key stats

-52.4%

#1

5

Enterprise

2019

550

San Francisco, US

Adoption by company size

SegmentShare of reviews
Small Business4.9%
Mid-Market42.2%
Enterprise52.9%

Quarterly history

QuarterTotal reviewsAvg. rating
2024 Q4254.2
2025 Q1714.2
2025 Q2494.2
2025 Q3314.1
2025 Q4334.3
2026 Q1194.2
2026 Q2424.3
2026 Q3204.3