Softwr

Software · head to head

Grafana vs Upstash

Grafana logo

Grafana

Software

Observability and Data Visualization

From
Free
Rated
-
Full reviewWebsite
Upstash logo

Upstash

Software

Serverless data for modern developers

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Grafana the free tier retains metrics, logs and traces for 14 days only; Upstash hTTP-based REST API only, no TCP connections means higher latency than self-hosted or connection-pooled Redis
  • They diverge on capability: Grafana covers Dashboard creation, Upstash covers Serverless Redis.

Where they differ

Only the attributes on which Grafana and Upstash actually diverge.

Attributes where Grafana and Upstash differ
AttributeGrafanaUpstash
Pricing modelopen-sourceUnknown
PlatformsWeb, ApiREST API, Node.js, Python, Go, Rust, Vercel Edge, Cloudflare Workers, AWS Lambda
Founded20142020

Identical on both: starting price (Free), free tier (Yes), 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 Grafana

  • Dashboard creation
  • Alerting
  • Data source integration
  • Visualization plugins
  • API
  • Webhooks
  • REST

Only in Upstash

  • Serverless Redis
  • Serverless Kafka
  • QStash
  • Global Replication
  • REST API
  • Edge Functions Support
  • Rate Limiting
  • Caching

Both cover

  • Web support
  • Api support

What people use each for

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

Grafana

  • Dashboards and visualisation over metrics, logs and tracesnot Upstash
  • Running observability across infrastructure and applicationsnot Upstash

Upstash

  • Cachingnot Grafana
  • Session storagenot Grafana
  • Real-time messagingnot Grafana
  • Rate limitingnot Grafana
  • Serverless backendsnot Grafana

Where each one falls short

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

Grafana

  • The free tier retains metrics, logs and traces for 14 days only
  • Free is capped at 10,000 active metric series and 50 GB each of logs and traces a month
  • The Pro plan carries a $19 a month platform fee before any usage charges
  • Logs and traces are billed on three separate meters, at $0.050 per GB processed, $0.400 per GB written and $0.100 per GB retained
  • Retaining data is an ongoing charge rather than a one off, so historical data costs every month it exists

Upstash

  • HTTP-based REST API only, no TCP connections means higher latency than self-hosted or connection-pooled Redis
  • Rate limiting occurs when traffic exceeds configured budget cap or request limits
  • Kafka service discontinued in March 2025, requiring migration to Upstash Workflow or alternatives
  • Limited Redis feature support compared to self-hosted Redis or Redis Cloud
  • High-request-volume workloads can accumulate significant costs due to per-request pricing model

Pricing, plan by plan

Grafana

Free
  • FreeFree
    • Dashboard creation
    • Alerting
    • Data source integration

Upstash

Free
  • FreeFree
    • 256 MB data
    • 500K commands per month
    • 10 GB bandwidth
  • Pay-as-you-go$0.2/per 100K commands
    • Per-request billing
    • Storage at $0.25/GB
    • Unlimited commands
  • Fixed Plan$10/month
    • 250 MB Redis
    • Predictable pricing
    • Global replication available at higher tiers

Which should you pick?

Choose Grafana if

  • You need dashboard creation.
  • You want to start without paying.
  • You work on Web, Api.
  • You also want alerting.
Grafana review

Choose Upstash if

  • You need serverless redis.
  • You want to start without paying.
  • You work on REST API, Node.js, Python, Go, Rust, Vercel Edge, Cloudflare Workers, AWS Lambda.
  • You also want serverless kafka.
Upstash review

Questions people ask

Is Grafana or Upstash better?
Neither clearly leads. Grafana starts at Free and Upstash at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Grafana or Upstash?
Grafana starts at Free and Upstash at Free.
Does Grafana or Upstash run on more platforms?
Grafana runs on Web, Api. Upstash runs on REST API, Node.js, Python, Go, Rust, Vercel Edge, Cloudflare Workers, AWS Lambda.
Can I use Grafana for free?
Both have a free tier, so you can try either at no cost before committing.
What is Grafana best used for?
Grafana is most often used for dashboards and visualisation over metrics, logs and traces, running observability across infrastructure and applications. Of those, dashboards and visualisation over metrics, logs and traces and running observability across infrastructure and applications are not what Upstash is typically brought in for.
What can Grafana do that Upstash cannot?
Grafana covers Dashboard creation, Alerting, Data source integration, Visualization plugins. Upstash covers Serverless Redis, Serverless Kafka, QStash, Global Replication. Both handle Web support, Api support.

Answered from the vendors’ own pages

Upstash: Does Upstash have a free tier?

Yes. The free tier provides 256 MB of data and 500,000 commands per month with 10 GB of bandwidth in a single region, no credit card required.

Source
Upstash: How does Upstash work with edge platforms like Vercel and Cloudflare Workers?

Upstash uses a REST API instead of TCP connections, enabling it to work from Vercel Edge, Cloudflare Workers, and AWS Lambda without persistent connections or connection pooling.

Source
Upstash: What programming languages are supported?

Upstash provides native SDKs for Python, Node.js, Go, and Rust. Java, C#, and PHP developers can use the REST API or community libraries.

Source
Upstash: Is Upstash Kafka still available?

No. Upstash Kafka was deprecated on September 11, 2024 and fully discontinued on March 11, 2025. Upstash Workflow is now recommended for durable serverless messaging and task queuing.

Source
Upstash: How is Upstash pricing structured?

Upstash uses per-request pricing at $0.20 per 100K commands for Redis, $0.25/GB for storage, and $0.40 per 100K requests for Vector database. Idle applications cost nothing.

Source
Upstash: Can Upstash be used with AWS Lambda?

Yes. Upstash works with AWS Lambda via its REST API, eliminating the need for connection pooling and making it ideal for stateless serverless functions.

Source
ShareXLinkedInRedditWhatsAppEmail

Related pages

More on Grafana

More on Upstash

Keep looking

Other head to heads