Next.js vs Grafana: Framework vs Dashboards (How They Work Together)

"Next.js vs Grafana" is a search query that shouldn't exist — but it does, thousands of times per month. The reason is the same as with Next.js vs Datadog: people are confused about what these tools actually do, because the monitoring landscape is genuinely confusing.

Let's untangle it.

Next.js and Grafana Are Not the Same Category

Next.js is a React framework. It renders your UI, handles routing, exposes API routes. It runs your product.

Grafana is a dashboard and observability platform. It doesn't run your product — it visualizes what's happening inside whatever is running. Grafana itself doesn't even collect data. It reads from other sources: Prometheus (metrics), Loki (logs), Tempo (traces), or commercial backends.

So the real question developers are asking is: "How do I monitor my Next.js app with Grafana?"

How to Monitor a Next.js App with Grafana (the Full Stack)

The standard open-source approach is OTel + Prometheus/Tempo/Loki + Grafana. Here's what that looks like:

1. Instrument Next.js with OpenTelemetry

// instrumentation.ts
import { registerOTel } from '@vercel/otel'

export function register() {
  registerOTel({
    serviceName: 'my-nextjs-app',
  })
}

Next.js has a built-in OpenTelemetry setup via @vercel/otel. Good news — it works. Bad news — it only emits traces. For metrics (request rate, error rate, latency percentiles), you need additional instrumentation.

2. Ship Data to a Backend

OTel emits data, but Grafana doesn't receive it directly. You need:

• Prometheus for metrics (or Grafana Mimir)
• Tempo for traces
• Loki for logs
• Grafana Agent or OpenTelemetry Collector to route everything

If you're on Vercel, you also need to handle the serverless function constraint — there's no long-running process to scrape. You'll end up with the OTel HTTP exporter pushing to Grafana Cloud's OTLP endpoint.

3. Build Dashboards

Now the actual Grafana part. You write PromQL queries, build panels for latency histograms, error rates, request volumes, and arrange them into a dashboard. Expect 2-4 hours for a basic dashboard, and 10+ hours for something polished.

4. Configure Alerts

Grafana has unified alerting, but setting it up is another learning curve. Alert rules use PromQL, need thresholds tuned per metric, and require notification channels (Slack, PagerDuty, email) configured separately.

Grafana Cloud Pricing for Next.js Teams

Grafana Cloud is the hosted version and removes the infrastructure burden:

• Free: 10K metrics, 50GB logs, 50GB traces, 3 users
• Pro: from $29/month, includes 10K metrics + overages
• Advanced: from $299/month with SSO, compliance, SLAs

The free tier is genuinely generous — the best in the industry. The catch is what you still need to build: instrumentation, dashboards, alert rules. Grafana gives you the raw materials; you assemble the monitoring system yourself.

The DIY Problem

Grafana's philosophy is "bring your own everything." This is powerful if you have an SRE team and complex infrastructure. It's a tax if you have a Next.js app and want to know when it breaks.

Here's what a typical Next.js team ends up doing on Grafana:

1. Week 1: set up OTel, debug why traces aren't showing
2. Week 2: figure out metric naming, build first dashboard
3. Week 3: realize the dashboard is wrong, rebuild it
4. Week 4: configure alerts, deal with false positives
5. Every week after: maintain dashboards as the app changes

This is fine if monitoring is your job. If monitoring is a means to an end — "tell me when my API is down" — it's over-engineered.

Nurbak Watch: Skip the Dashboard-Building

Nurbak Watch takes the opposite philosophy: you shouldn't have to build your own monitoring system. One line of code, and the dashboard, metrics, and alerts are already there:

// instrumentation.ts
import { initWatch } from '@nurbak/watch'

export function register() {
  initWatch({
    apiKey: process.env.NURBAK_WATCH_KEY,
  })
}

You get:

• Every API route monitored automatically
• P50/P95/P99 latency, error rate, uptime — out of the box
• Multi-region checks from 4 locations
• Alerts to Slack, email, WhatsApp
• Zero dashboards to maintain

Feature Comparison

When to Choose Grafana

• You have multiple systems to monitor (not just Next.js)
• You want vendor-neutral, OSS-based observability
• Your team has time to build and maintain dashboards
• You need custom queries and visualizations Grafana's flexibility enables
• You're already running Prometheus or Loki

When to Choose Nurbak Watch

• Your product is a Next.js app (or Next.js + a couple of external services)
• You want monitoring now, not after a week of setup
• You don't want to maintain dashboards or alert rules
• You want alerts where you actually are (Slack, WhatsApp)
• You're a small team or solo founder

The Verdict

Next.js and Grafana don't compete. Grafana is a powerful Lego kit for building your own observability system. Nurbak Watch is an assembled product that does one job — monitor your Next.js API — very well.

Pick Grafana when you're building observability as a platform. Pick Nurbak when you just want answers.

Get started:Monitor your Next.js app free — 5-minute setup, no credit card.

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