Comparison

Nijam vs Datadog

Datadog is a whole observability platform with test reporting bolted on. Nijam is built for one job: turning your Playwright, pytest, and Vitest reports into flakiness, history, and root cause you can actually act on.

Same runs, different screen

One focused view, not a whole platform

The exact same test runs, read from the reports your pipeline already produces. One reads like an observability console; the other reads like a test report.

Why Nijam

Why teams choose Nijam for test reporting

Everything below ships on the reports you already generate, with none of the setup or spend of a full observability suite.

Purpose-built for tests

Nijam does one job: turn your test reports into a dashboard you actually read. No suite to configure, no modules to buy, no observability platform to adopt.

Live in minutes

Add the reporter and push a run. It reads the output your CI already produces. No dd-trace, no agent, no instrumentation, and it never touches your test code.

Flakiness, ranked

Every flaky test is scored and tracked across runs, on every plan, not gated behind an enterprise tier or a separate product SKU.

Root cause on one page

Error message, Playwright trace, screenshots, video, and per-attempt timing sit together, so triage is one screen instead of a hunt across dashboards.

Pricing you can predict

Simple credits: one Playwright report, or a hundred pytest / Vitest reports. Free tier, $20/mo Pro, no per-seat pricing and no span metering.

AI-ready via MCP

Point your agents at Nijam’s MCP server to ask about failures, flakiness, and history in plain language, right from your editor or CI.

Feature by feature

How they compare for test reporting

Scoped to reporting on your test runs, not Datadog as an entire observability platform.

Capability
Datadog
Nijam
Setup & scope
What it is
A test module inside a full observability suite
A dashboard built only for test reporting
Onboarding
Instrument dd-trace per framework, configure the agent/CI
Drop-in reporter reads the results your CI already produces
Runs your tests?
Instruments and traces the test run
Never runs your tests, read-only on the reports
Time to first dashboard
Hours to days
Minutes
Frameworks
Playwright
Via dd-trace instrumentation
First-class: attempts, shards, timeline
pytest
Via ddtrace
First-class pytest plugin
Vitest
Not a first-class integration
First-class Vitest reporter
Playwright trace viewer
Not integrated
Opens the native Playwright trace
Insight
Flaky detection
Available on higher tiers
Ranked and tracked per test, on every plan
Full run history
Retention tiers, sampling
Every run and every attempt kept
Root cause in one place
Spread across separate views
Error, trace, and artifacts on one page
Per-test trends
Yes
Yes, across every run
Pricing
Model
Usage-based across hosts, committers, and spans
Simple credits, priced per test report
Free tier
Trial
Free forever tier
Predictability
Complex, easy to overspend
Transparent, pay for what you report
Team members
Effectively per committer / host
Unlimited members on Pro
Platform
AI / MCP access
No MCP server for test data
MCP server: let agents query your tests
Data footprint
Ingests traces and spans
Test results only, minimal data
Focus
Logs, APM, RUM, infra, and tests
Test reporting, nothing else
Best for
Teams already all-in on Datadog observability
Teams that want great test reporting without the platform tax
First-class
Partial or gated
Not really

Playwright · pytest · Vitest

First-class for every framework you report

Not a generic tracer bolted onto three languages, a purpose-built reporter or plugin for each, with the depth that comes from focusing on tests.

Playwright

First-class

Attempts, shards, and a run timeline, plus one click into the native Playwright trace viewer with screenshots and video attached.

pytest

First-class

A lightweight pytest plugin streams results from every CI job. No traces required, and flaky tracking is included from the first run.

Vitest

First-class

A first-class Vitest reporter turns unit and component runs into the same history, flakiness scoring, and failure views as the rest.

Pricing

Pay for reports, not for a platform

Datadog meters your whole footprint. Nijam charges for the test reports you send, and nothing else.

Datadog
Usage-based, enterprise
Metered across hosts, committers, and spans
Annual contracts and sales calls
Retention tiers and sampling
Easy to overspend as your suite grows
Nijam
Simple credits
1 credit = one Playwright report
1 credit = 100 pytest / Vitest reports
Free forever tier, then $20/mo Pro
Unlimited members, no per-seat pricing

FAQ

Questions teams ask us

Give your tests a home of their own

Point your CI at Nijam and get flakiness, history, and root cause for Playwright, pytest, and Vitest, without the observability-platform setup or the enterprise bill.

Free while you connect your first project · works with GitHub Actions, Jenkins, GitLab CI & CircleCI