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Machine Learning · head to head

BigQuery ML vs D-ID

BigQuery ML logo

BigQuery ML

Machine Learning

Machine learning in BigQuery using SQL

From
Free
Free plan
Yes
Full reviewWebsite
D-ID logo

D-ID

AI

AI-powered talking avatar generation

From
Free
Free plan
Yes
Full reviewWebsite

The short version

  • Each has a real cost: BigQuery ML not available in BigQuery's Standard edition, so the cheapest tier cannot use it; D-ID pricing details are not published on the main pricing page; specific costs for Trial, Lite, Pro, Advanced, or Enterprise plans are not disclosed
  • They diverge on capability: BigQuery ML covers SQL-based ML, D-ID covers Photo-to-video.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which BigQuery ML and D-ID actually diverge.

Attributes where BigQuery ML and D-ID differ
AttributeBigQuery MLD-ID
Pricing modelusage-basedsubscription
CategoryMachine LearningAI
Founded20082017

Identical on both: starting price (Free), free tier (Yes), platforms (Web), 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 D-ID

  • Photo-to-video
  • Talking avatars
  • Voice cloning
  • API access
  • API access
  • ChatGPT integration
  • Web SDK
  • Api support

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 D-ID
  • Linear and logistic regression on warehouse datanot D-ID
  • K-means clustering and matrix factorisation for recommendationsnot D-ID
  • Time series forecasting with ARIMA_PLUSnot D-ID
  • Running imported ONNX, TensorFlow or XGBoost models against BigQuery datanot D-ID

D-ID

  • AI video generation with digital avatarsnot BigQuery ML
  • Multilingual video creation in 120+ languagesnot BigQuery ML
  • API-driven video automationnot 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

D-ID

  • Pricing details are not published on the main pricing page; specific costs for Trial, Lite, Pro, Advanced, or Enterprise plans are not disclosed
  • Multiple pricing sections (Studio vs API) exist but neither displays actual dollar amounts or feature breakdowns
  • Enterprise pricing requires contacting sales directly

Pricing, plan by plan

BigQuery ML

Free
  • Free TierFree
    • 10GB storage
    • 1TB queries
  • On-Demand$5/TB
    • Pay per TB scanned
    • ML training costs

D-ID

Free

No published plan breakdown. See the D-ID review.

Which should you pick?

Choose BigQuery ML if

  • You need sql-based ml.
  • You want to start without paying.
  • You also want automl tables.
BigQuery ML review

Choose D-ID if

  • You need photo-to-video.
  • You want to start without paying.
  • You also want talking avatars.
D-ID review

Questions people ask

Is BigQuery ML or D-ID better?
Neither clearly leads. BigQuery ML starts at Free and D-ID at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, BigQuery ML or D-ID?
BigQuery ML starts at Free and D-ID at Free.
Does BigQuery ML or D-ID run on more platforms?
Both run on Web, so platform support will not decide this one for you.
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 D-ID is typically brought in for.
What can BigQuery ML do that D-ID cannot?
BigQuery ML covers SQL-based ML, AutoML Tables, Model export, Prediction functions. D-ID covers Photo-to-video, Talking avatars, Voice cloning, API access. 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.

Source
D-ID: How much does D-ID cost?

D-ID pricing is not publicly displayed. The platform offers Trial, Lite, Pro, Advanced, and Enterprise plans, but specific costs are not published. Users must try the free trial or contact sales for pricing information.

Source
BigQuery 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.

Source
D-ID: Does D-ID offer a free trial?

Yes, D-ID offers a free trial that users can start at studio.d-id.com. Trial users have access to the platform before committing to a paid plan.

Source
D-ID: What are D-ID's video rendering limits?

D-ID measures usage in minutes for video creation. Minutes deducted from your plan round up to the nearest 15-second interval. Unused minutes do not carry over monthly and are renewed each billing period.

Source
D-ID: Can I upgrade from monthly to annual billing on D-ID?

Yes, D-ID supports both monthly and annual billing options, and users can switch between them anytime. Subscription cancellations remain active through the current billing period.

Source
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