Machine Learning · head to head
BigQuery ML vs ChartMogul
The short version
- Each has a real cost: BigQuery ML not available in BigQuery's Standard edition, so the cheapest tier cannot use it; ChartMogul the free tier stops at $10K MRR, so it lapses precisely as a company starts to matter
- They diverge on capability: BigQuery ML covers SQL-based ML, ChartMogul covers MRR Analytics.
- Prices and features above were last checked on 30 August 2026.
Where they differ
Only the attributes on which BigQuery ML and ChartMogul actually diverge.
| Attribute | BigQuery ML | ChartMogul |
|---|---|---|
| Pricing model | usage-based | subscription |
| Platforms | Web | Web, Api |
| Category | Machine Learning | Business Intelligence |
| Founded | 2008 | 2014 |
Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated).
What each one covers
Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.
Only in BigQuery ML
- SQL-based ML
- AutoML Tables
- Model export
- Prediction functions
- Feature preprocessing
- BigQuery
- Vertex AI
- TensorFlow
Only in ChartMogul
- MRR Analytics
- Churn Analysis
- Cohort Analysis
- Customer Segmentation
- Revenue Recognition
- Stripe
- Chargebee
- Recurly
Both cover
- Web support
What people use each for
The jobs each tool is most often brought in to do.
BigQuery ML
- Training models in SQL without exporting datanot ChartMogul
- Linear and logistic regression on warehouse datanot ChartMogul
- K-means clustering and matrix factorisation for recommendationsnot ChartMogul
- Time series forecasting with ARIMA_PLUSnot ChartMogul
- Running imported ONNX, TensorFlow or XGBoost models against BigQuery datanot ChartMogul
ChartMogul
- MRR trackingnot BigQuery ML
- Churn analysisnot BigQuery ML
- Revenue analyticsnot BigQuery ML
- Subscription metricsnot BigQuery ML
- Financial forecastingnot BigQuery ML
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
BigQuery ML
- Not available in BigQuery's Standard edition, so the cheapest tier cannot use it
- Billed through BigQuery compute and storage rather than as its own product, so training cost tracks data scanned
- Remote models incur extra Agent Platform charges on top
- Externally trained model types such as boosted trees and AutoML run through Agent Platform rather than inside BigQuery
ChartMogul
- The free tier stops at $10K MRR, so it lapses precisely as a company starts to matter
- Starter is capped at 3 team members and a single billing system connection
- Two-way CRM sync and warehouse integration require the Pro tier
- Pricing scales with your ARR rather than with usage, so the bill rises as the business grows
- Enterprise starts at $19,900 a year and is required above $10M ARR
Pricing, plan by plan
BigQuery ML
Free- Free TierFree
- 10GB storage
- 1TB queries
- On-Demand$5/TB
- Pay per TB scanned
- ML training costs
ChartMogul
Free- FreeFree
- Up to $120K ARR tracked
- 1 billing source
- Unlimited team members
- Starter$59/month
- $59-$707/month based on ARR
- Up to $10M ARR tracked
- 1 billing source
- Pro$99/month
- $99-$1,199/month based on ARR
- Up to $10M ARR tracked
- 5 billing sources
- Enterprise$19900/year
- Custom pricing available
- Unlimited ARR tracked
- 15 billing sources
Which should you pick?
Choose BigQuery ML if
- You need sql-based ml.
- You want to start without paying.
- You also want automl tables.
Choose ChartMogul if
- You need mrr analytics.
- You want to start without paying.
- You work on Web, Api.
- You also want churn analysis.
Questions people ask
- Is BigQuery ML or ChartMogul better?
- Neither clearly leads. BigQuery ML starts at Free and ChartMogul at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, BigQuery ML or ChartMogul?
- BigQuery ML starts at Free and ChartMogul at Free.
- Does BigQuery ML or ChartMogul run on more platforms?
- BigQuery ML runs on Web. ChartMogul runs on Web, Api.
- Can I use BigQuery ML for free?
- Both have a free tier, so you can try either at no cost before committing.
- What is BigQuery ML best used for?
- BigQuery ML is most often used for training models in sql without exporting data, linear and logistic regression on warehouse data, k-means clustering and matrix factorisation for recommendations, time series forecasting with arima_plus. Of those, training models in sql without exporting data and linear and logistic regression on warehouse data are not what ChartMogul is typically brought in for.
- What can BigQuery ML do that ChartMogul cannot?
- BigQuery ML covers SQL-based ML, AutoML Tables, Model export, Prediction functions. ChartMogul covers MRR Analytics, Churn Analysis, Cohort Analysis, Customer Segmentation. Both handle Web support.
Answered from the vendors’ own pages
BigQuery ML: How much does Google Cloud BigQuery ML cost?
BigQuery ML pricing is not specified separately on Google Cloud's pricing page. It follows the same pay-as-you-go model as BigQuery, charging per terabyte of data scanned during analysis. Customers receive $300 in free credits and can use 20+ products free up to monthly limits.
SourceChartMogul: How much does ChartMogul cost for a small SaaS startup?
ChartMogul offers a free plan for companies with up to $120K ARR. Starter plans begin at $59 per month for smaller ARR amounts and scale up to $707 per month, with a 17% discount available for annual commitments. Source: https://chartmogul.com/pricing
SourceBigQuery ML: Does Google Cloud offer a free trial?
Yes, new customers get $300 in free credits and all customers can use 20+ Google Cloud products free up to their monthly usage limits.
SourceChartMogul: What are the team member limits on ChartMogul plans?
The Free and Pro plans include unlimited team members, while the Starter plan is limited to 3 team members. Enterprise plans offer unlimited users with custom pricing. Source: https://chartmogul.com/pricing
SourceChartMogul: How many billing sources can each ChartMogul plan integrate?
Free and Starter plans support 1 billing source each. Pro plans increase to 5 billing sources. Enterprise plans support 15 billing sources with custom pricing and unlimited integration capabilities. Source: https://chartmogul.com/pricing
SourceChartMogul: Does ChartMogul offer an annual payment discount?
Yes, ChartMogul provides a 17% discount when paying annually instead of monthly on Starter and Pro plans. Enterprise customers can discuss custom annual pricing with the sales team. Source: https://chartmogul.com/pricing
SourceRelated pages
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