DP-600 vs DP-700: Which Microsoft Fabric Certification Should You Take?

Pick by which half of Microsoft Fabric you work in. DP-600 (Fabric Analytics Engineer Associate) is the analytics exam: semantic models, DAX and the Power BI-facing side of Fabric, with a single dominant domain, Prepare data, worth 45 to 50 percent. DP-700 (Fabric Data Engineer Associate) is the data engineering exam: pipelines, Spark, eventstreams and KQL, spread across three domains worth 30 to 35 percent each. If your day is measures, models and reports, take DP-600. If your day is ingestion, transformation and pipeline monitoring, take DP-700. Neither is a prerequisite for the other.

Both exams matter more than they did a year ago, because the old Azure data exams they replaced are gone. DP-203, the Azure Data Engineer exam, retired on March 31, 2025 (the full story is in Is DP-203 retired?), and DP-500, the older enterprise analytics exam, retired before that. The Fabric pair is now the entire associate-level data track.

DP-600 vs DP-700 at a glance

On the fee: Microsoft publishes a per-exam pricing feed, and neither DP-600 nor DP-700 appears in it under its own code. Associate-level Microsoft exams have generally been $165 in the United States, so that is the sensible expectation, but any site quoting a firm figure for these two specific exams is guessing. Confirm at checkout.

The domain structures tell you who each exam is for

DP-600 has a center of gravity. Prepare data is worth 45 to 50 percent, nearly half the paper, and it covers getting data into shape for analytics: querying, transforming and modeling it. The other two domains, maintaining a data analytics solution and implementing and managing semantic models, sit at 25 to 30 percent each. If you are strong on DAX and semantic models but weak on administration, the weighting is forgiving. The exam rewards people who spend their week inside the modeling and reporting layer.

DP-700 is flat, and that flatness is the trap. Its three domains (implement and manage an analytics solution, ingest and transform data, monitor and optimize an analytics solution) are each worth 30 to 35 percent, which makes it one of the flattest Microsoft exams measured. There is no low-weight domain to skimp on. DP-203 veterans in particular underestimate the monitoring third: knowing when a pipeline run failed is not the same as answering scenario questions about optimizing it, and production data teams increasingly treat monitoring freshness, volume and schema drift as its own discipline for exactly that reason.

The vocabulary shift from the Azure era

If your study material predates Fabric, throw it out. The word counts from the official outlines make the point better than any opinion: Azure Synapse appears zero times across the entire current data track, after appearing 8 times in the retired DP-203 outline. Stream Analytics went from 3 mentions to zero. Dedicated SQL pools went from 1 to zero. In their place: Fabric, eventstreams, KQL, lakehouses and notebooks. Only Spark survived the transition with its role intact.

That inversion is why courses and question banks written for DP-203 do not transfer, even though the job title on the badge is the same. People are still being sold DP-203 prep today for an exam that died in March 2025. Check the exam code on anything you buy.

Which one should you actually take?

Take DP-600 if: you build semantic models, write DAX, own reports or dashboards, or your title is analyst or analytics engineer. Your dominant domain is the work you already do.

Take DP-700 if: you build and run pipelines, write Spark or KQL, handle streaming data, or DP-203 was on your roadmap before it retired. This is the direct successor.

Take DP-900 first if: you are new to the data space entirely. DP-900, Azure Data Fundamentals, is confirmed at $99, still live, and a gentler on-ramp; neither associate exam requires it, but it builds the vocabulary both assume.

Consider both if: you work end to end in a small data team. There is real overlap in the lakehouse and warehouse material, so taking them a few months apart compounds; most people who do this take the one closer to their daily work first and bank the shared knowledge.

How to prepare for either exam

Both study guides were refreshed on July 21, 2026, and DP-700's change log marks every functional group as No change, so current material stays valid. The preparation method is the same for both: work from the current official study guide, not from anything with Synapse in the table of contents, and drill scenario questions weighted to the real domains.

That last part is where most people underprepare, because free question banks for the Fabric exams are thin and often recycled from the Azure era. A faster route: upload your own notes, the official study guide or your Microsoft Learn module summaries to the DP-600 practice test generator or the DP-700 practice test generator and get unlimited exam-style questions with an answer key, weighted to the current outline. For any other exam on your path, the certification exam generator works from whatever source document you upload.

One final honesty note that applies to both exams: Microsoft publishes no question count and no pass rate. Its general guidance is that most exams contain 40 to 60 questions, the pass mark is 700 on a 1 to 1000 scale, and a scaled score may not equal 70 percent of the points. Any site telling you "DP-700 has 54 questions and a 38 percent pass rate" invented both numbers.