BigQuery vs Stepsize: Pricing and Ratings Compared (2026)
Entry prices and free plans as read on each vendor's pricing page, and user ratings as published on review sites, for BigQuery and Stepsize side by side. This page compares data; it is not a hands-on review.
On the data: On the data below, Stepsize leads on a free plan. We do not name an overall winner for this pair.
Short on time? Here's the quick answer
Based on published vendor pricing and features and on public review data, here's who should pick what:
BigQuery
Google's serverless data warehouse for analytics
Best for you if:
- • You want best serverless data warehouse
Stepsize
Automated AI-powered dashboards for engineering and product development reporting.
Best for you if:
- • You want a free tier before you commit
| At a Glance | BigQuery | Stepsize |
|---|---|---|
Starts at | Not published | Free plan, paid from $23/user/mo, billed monthly Team plan |
Category | Data & Databases Analytics | Analytics Business Intelligence |
Rating | 4.5/5 G2 4.5 · Capterra 4.6 1,258 reviews | n/a |
Free plan | No | Yes |
Watch out for | Always use column-level selects and partitioned tables to minimize bytes scanned. A poorly written dashboard refreshing hourly can cost hundreds per day | Team tier has 5 user minimum |
Choose BigQuery or Stepsize?
Choose BigQuery if
- You want best serverless data warehouse
- You want petabyte scale
- You work in data & databases, not analytics
Choose Stepsize if
- You want a free tier before you commit
- You want automates reporting, saving time for engineering managers
- You want provides AI-driven commentary for better understanding of metrics
- You work in analytics, not data & databases
In-Depth Analysis
BigQuery
Google's serverless data warehouse for analytics
BigQuery's on-demand pricing ($6.25/TiB queried) with 1 TiB free per month is one of the most generous free tiers in cloud data warehousing.
Watch out
Always use column-level selects and partitioned tables to minimize bytes scanned. A poorly written dashboard refreshing hourly can cost hundreds per day
Strengths
- Pro: Best serverless data warehouse
- Pro: Petabyte scale
- Pro: SQL interface
- Pro: ML built-in
- Pro: Pay per query
Weaknesses
- Con: Query costs can surprise
- Con: Slot management complex
- Con: Streaming inserts expensive
- Con: Learning curve
- Con: Some SQL limitations
Key features
Stepsize
Automated AI-powered dashboards for engineering and product development reporting.
The pricing structure for Stepsize is on the higher side, especially for smaller teams.
Watch out
Team tier has 5 user minimum
Strengths
- Pro: Automates reporting, saving time for engineering managers.
- Pro: Provides AI-driven commentary for better understanding of metrics.
- Pro: Identifies potential project risks and suggests solutions proactively.
- Pro: Offers tailored insights relevant to specific teams and projects.
- Pro: Ensures data privacy and security with strong encryption and no AI training on user data.
Weaknesses
- Con: Currently acquired by ClickUp, which might change its standalone availability or features.
- Con: Relies on existing issue tracker data, so data quality there is crucial.
- Con: Limited information available on specific integrations beyond Jira and Linear.
Key features
Plans and prices: BigQuery vs Stepsize
| Tool | Plans and prices | Source |
|---|---|---|
| BigQuery |
| cloud.google.com/bigquery/pricing read Oct 12, 2026 |
| Stepsize |
| stepsize.com/pricing read Oct 8, 2026 |
Prices as read on each vendor's own pricing page on the date shown. Plans are listed per tool and are not matched against the other tool's plans: a plan name or price in one column says nothing about the same row in the other. Details on BigQuery pricing and Stepsize pricing.
Key Takeaways
BigQuery
- Choose if you want google's serverless data warehouse for analytics
Stepsize
- Has a free plan
What the data shows
On the data below, Stepsize leads on a free plan. We do not name an overall winner for this pair.
- Only BigQuery has a published user rating (4.5/5 from 1,258 reviews); Stepsize has none we can show.
- Stepsize starts at $23/user/mo, billed monthly; BigQuery has no public paid plan price on file.
- Only Stepsize has a free plan.
Criteria: user rating (only above 20 reviews on both sides, gap of 0.2 or more), entry price (only on the same billing basis), free plan. How we rate
Frequently Asked Questions
How do BigQuery and Stepsize compare in 2026?
On the data below, Stepsize leads on a free plan. We do not name an overall winner for this pair. Only BigQuery has a published user rating (4.5/5 from 1,258 reviews); Stepsize has none we can show. Stepsize starts at $23/user/mo, billed monthly; BigQuery has no public paid plan price on file. Only Stepsize has a free plan.
What are BigQuery and Stepsize used for?
BigQuery: Google's serverless data warehouse for analytics. Stepsize: Automated AI-powered dashboards for engineering and product development reporting.
What does BigQuery cost vs Stepsize?
BigQuery has no public paid-plan price on file. Stepsize's cheapest paid plan is Team at $23/user/mo, billed monthly; it also has a free plan. Prices read on the vendors' pricing pages, latest check Oct 12, 2026.
What's the main difference between BigQuery and Stepsize?
BigQuery's main strength: best serverless data warehouse. Stepsize's main strength: automates reporting, saving time for engineering managers.