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Software · head to head

Amazon Redshift vs Gong

Amazon Redshift logo

Amazon Redshift

Software

Fast, scalable cloud data warehouse from AWS

From
Free
Rated
-
Full reviewWebsite
Gong logo

Gong

Software

Revenue intelligence platform

From
$1600/user-per-year
Rated
-
Full reviewWebsite

The short version

  • Only Amazon Redshift has a free tier, so it costs nothing to try first.
  • Each has a real cost: Amazon Redshift on-demand pricing runs up to 75% higher than competitors like Snowflake and BigQuery; Gong pricing not published; custom quotes and high platform fees make budget forecasting difficult
  • They diverge on capability: Amazon Redshift covers Columnar Storage, Gong covers Call recording.

Where they differ

Only the attributes on which Amazon Redshift and Gong actually diverge.

Attributes where Amazon Redshift and Gong differ
AttributeAmazon RedshiftGong
Starting priceFree$1600/user-per-year
Pricing modelusage-basedUnknown
Free tierYesNo
PlatformsWebWeb, Cloud-based SaaS
Founded20122016

Identical on both: user rating (Not yet rated), category (Unknown).

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 Amazon Redshift

  • Columnar Storage
  • Massively Parallel
  • Machine Learning
  • AQUA Acceleration
  • Data Sharing
  • Federated Query
  • Concurrency Scaling
  • S3

Only in Gong

  • Call recording
  • AI transcription
  • Deal intelligence
  • Market intelligence
  • Team coaching
  • Salesforce
  • HubSpot
  • Zoom

Both cover

  • Web support

What people use each for

The jobs each tool is most often brought in to do.

Amazon Redshift

  • Business intelligencenot Gong
  • Data warehousingnot Gong
  • Real-time analyticsnot Gong
  • Reportingnot Gong
  • Machine learningnot Gong

Gong

  • Call analysisnot Amazon Redshift
  • Deal forecastingnot Amazon Redshift
  • Sales coachingnot Amazon Redshift
  • Win/loss analysisnot Amazon Redshift

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Amazon Redshift

  • On-demand pricing runs up to 75% higher than competitors like Snowflake and BigQuery
  • Requires significant manual tuning including managing concurrency scaling costs and configuring Workload Management queues
  • Performance degrades without proper design of distribution keys and sort keys
  • Limited elastic resize options - can only halve or double current cluster size
  • AWS lock-in makes it unsuitable for multi-cloud architectures

Gong

  • Pricing not published; custom quotes and high platform fees make budget forecasting difficult
  • Built for sales calls only; limited contact center and multi-channel conversation coverage
  • Forecasting and Engage modules use keyword-based analysis with 20-30 minute processing delay, not generative AI
  • Conversation analysis cannot capture internal buyer meetings or decision-making discussions

Pricing, plan by plan

Amazon Redshift

Free
  • Free TrialFree
    • 750 DC2.Large hours
    • 2 months free
    • Full features
  • On-Demand$0.25/hour
    • Pay per node hour
    • All features
    • Standard support

Gong

$1600/user-per-year

No published plan breakdown. See the Gong review.

Which should you pick?

Choose Amazon Redshift if

  • You need columnar storage.
  • You want to start without paying.
  • You also want massively parallel.
Amazon Redshift review

Choose Gong if

  • You need call recording.
  • You work on Web, Cloud-based SaaS.
  • You also want ai transcription.
Gong review

Questions people ask

Is Amazon Redshift or Gong better?
Neither clearly leads. Amazon Redshift starts at Free and Gong at $1600/user-per-year, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Amazon Redshift or Gong?
Amazon Redshift has a free tier; the other does not. Paid plans start at Free for Amazon Redshift and $1600/user-per-year for Gong.
Does Amazon Redshift or Gong run on more platforms?
Amazon Redshift runs on Web. Gong runs on Web, Cloud-based SaaS.
Can I use Amazon Redshift for free?
Yes. Amazon Redshift has a free tier, so you can try it without paying. Gong starts at $1600/user-per-year.
What is Amazon Redshift best used for?
Amazon Redshift is most often used for business intelligence, data warehousing, real-time analytics, reporting. Of those, business intelligence and data warehousing are not what Gong is typically brought in for.
What can Amazon Redshift do that Gong cannot?
Amazon Redshift covers Columnar Storage, Massively Parallel, Machine Learning, AQUA Acceleration. Gong covers Call recording, AI transcription, Deal intelligence, Market intelligence. Both handle Web support.

Answered from the vendors’ own pages

Amazon Redshift: What deployment options does Amazon Redshift offer?

Redshift offers Provisioned Cluster (with RA3 or DC2 nodes) and Serverless options to match varying workloads. The new Redshift RG instance family, powered by Graviton, delivers 2.4x faster performance than RA3 at 30% lower cost per vCPU.

Source
Gong: How much does Gong cost?

Gong pricing starts around $1,600 per user per year, with a mandatory platform fee of $5,000-$50,000 annually. Exact pricing is custom and requires a sales consultation.

Source
Amazon Redshift: What does Amazon Redshift cost?

Provisioned cluster pricing: RA3 on-demand starts at $1.086/hour for ra3.xlplus. Serverless costs approximately $0.375 per RPU-hour with 4-RPU minimum (roughly $1.50/hour active workload). Managed storage costs $0.024/GB-month.

Source
Gong: Does Gong integrate with Salesforce?

Yes. Gong integrates with Salesforce via REST API to import account data and export conversation summaries, enabling searchable calls by CRM fields.

Source
Amazon Redshift: Does Redshift work with data lakes?

Yes, Redshift's integrated data lake query engine processes workloads on Apache Iceberg tables and other supported formats in Amazon S3, allowing you to run SQL analytics across your data warehouse and data lake from the same engine.

Source
Gong: What conversations can Gong capture?

Gong was built primarily for sales call analysis and captures calls through integrations with major dialer systems. Coverage for contact center and multi-channel conversations is limited.

Source
Amazon Redshift: Is there a free tier for Amazon Redshift?

AWS offers a free trial with $300 USD in Serverless credits valid for 90 days, but Redshift is not part of the permanent AWS Free Tier.

Source
Gong: Does Gong have an on-premise option?

Gong is a cloud-based SaaS platform without an on-premise deployment option. All conversation analysis and storage occurs in Gong's cloud infrastructure.

Source
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