Buyer's guide · 9 platforms
Best Radiology Reporting Software: 9 Radiology Report Software Platforms Compared
The short answer
Radiology reporting software splits into three groups that are not interchangeable. Platforms of record, which you dictate into and sign out of, are PowerScribe One, Fluency for Imaging, RADPAIR, Sirona Medical and DeepHealth Reporting Pro. Assistive layers, which run on top of whatever platform you keep, are Rad AI and Radiological.ai. Enterprise ambient speech, bought system-wide rather than for radiology, is Microsoft Dragon Copilot. Work out which group you are shopping in before you compare a single price.
Below is what each platform actually does, who it fits, what it costs where that is public, and the questions that separate the shortlist once the demos are over.
Last updated August 2026
Worklist
Structured report
DraftRun the assistant to draft this report for review.
Illustrative sample · not a real patient study, not a diagnosis
Decision support for qualified clinicians. Radiological.ai does not provide a diagnosis and is not a substitute for professional judgment.
Flag · prioritize · draft · you review and sign
Radiology reporting software, sorted properly
Three categories wearing one name
Nearly every roundup of this category lists nine products in one column and calls it a comparison. It is the reason so many evaluations stall. These products do not compete on a single axis, and the first job is knowing which axis you are on.
Platform of record
The system your radiologists dictate into and sign out of. Swapping it is a migration: templates, macros, PACS integration, sign-out workflow and training all move at once. Only one of these can be live at a time.
PowerScribe One, PowerScribe 360, Fluency for Imaging, RADPAIR, Sirona Medical, DeepHealth Reporting Pro
Assistive layer
Software that sits on top of whatever platform you keep and adds drafting, flagging, prioritization or follow-up. It does not replace anything, so the evaluation is about fit rather than about a cutover date.
Rad AI, Radiological.ai
Enterprise ambient speech
Documentation tooling bought for the whole health system rather than for radiology. It reaches radiology last and is generally positioned as working with a reporting platform, not instead of one.
Microsoft Dragon Copilot
The distinction has a practical test. You can run Rad AI alongside PowerScribe, because it layers. You cannot run RADPAIR alongside PowerScribe, because both want to be the thing you dictate into. Any shortlist that mixes the two without saying so is comparing a house to a lamp.
It also explains why the quotes look nothing alike. A platform replacement carries implementation, interface work, template migration and training. A layer carries a per-seat fee and an integration. A group that puts both in the same spreadsheet and picks the cheaper number is not comparing anything real.
Radiology report software comparison
The nine platforms, side by side
Every figure below is either sourced from the vendor's own published material and labeled as such, or from public US federal contract data. Nothing here is estimated.
| Platform | Owner | Category | Deployment | Best for | Published pricing |
|---|---|---|---|---|---|
| Nuance PowerScribe One | Microsoft (Nuance) | Platform of record | Cloud only | Groups already on PowerScribe 360 that want the shortest possible migration. | Not published |
| Nuance PowerScribe 360 | Microsoft (Nuance) | Platform of record | On premises, perpetual license | Nobody buying new. For current users this is an exit decision with a date on it. | Not published. Median US federal prime award naming PowerScribe: $92,403 across 165 awards |
| Fluency for Imaging | Jacobian (Munich and Pittsburgh) | Platform of record | Full cloud, customer cloud, hybrid or on premises | Groups that cannot or will not move to a cloud-only reporting platform. | Not published |
| RADPAIR | Independent (Knoxville, Tennessee, founded 2023) | Platform of record | Fully web based, no installation | Groups willing to replace the platform outright with a web-native newcomer. | Published: 7-day trial, 20 free reports, then pay-as-you-go credits |
| Rad AI | Independent (Series C reached $68M) | Assistive layer | Layers onto the platform you already run | Groups keeping their reporting platform that want drafting and follow-up on top of it. | Not published |
| DeepHealth Reporting Pro | RadNet, Inc. (NASDAQ: RDNT) | Platform of record | Cloud, best experience with the DeepHealth Diagnostic Suite | Groups already on, or moving to, the DeepHealth imaging stack. | Not published |
| Sirona Medical | Independent | Platform of record | Cloud native, browser based | Groups ready to consolidate the entire imaging stack onto one vendor. | Not published |
| Microsoft Dragon Copilot | Microsoft | Enterprise ambient speech | Cloud | Health systems standardizing ambient documentation across every specialty at once. | Not published |
| Radiological.ai | Independent (this site) | Assistive layer | Connects to your existing PACS over standard DICOM | Groups that want the assistant without changing the platform they dictate into. | Published: $299 per reading radiologist per month (Group), $399 (Practice) |
Federal award figures: USAspending.gov award search API, prime awards, award type codes A, B, C and D, award start dates October 1, 2016 through August 2026. Compiled August 2026.
Nuance PowerScribe One
Platform of recordNine named AI capabilities including Smart Impression, Ambient Mode, Quality Check and Clinical Guidance. Reuses existing PowerScribe 360 templates and can run alongside 360 during migration.
Best for: Groups already on PowerScribe 360 that want the shortest possible migration.
Nuance PowerScribe 360
Platform of recordThe largest installed base in US radiology, and the reason most groups are shopping at all. Annual renewals and maintenance end August 31, 2026 and full support ends August 31, 2027.
Best for: Nobody buying new. For current users this is an exit decision with a date on it.
Fluency for Imaging
Platform of recordThe only major platform still selling an on-premises option. Peer review on the ACR three-point scale, CAPD real-time nudges, critical results notification, FHIR integration. Vendor states Best in KLAS for front-end imaging speech recognition, and the February 2025 Solventum release independently confirms that year.
Best for: Groups that cannot or will not move to a cloud-only reporting platform.
RADPAIR
Platform of recordGenerative drafting of findings and impression from dictated speech, plus Dynamic Editing, PAIR INSIGHTS and WINGMAN. Intelerad, now a GE HealthCare company, announced a prime partnership on May 20, 2025.
Best for: Groups willing to replace the platform outright with a web-native newcomer.
Rad AI
Assistive layerThree products: Reporting, Impressions and Continuity. Continuity tracks more than 50 categories of incidental findings. SOC 2 Type II and HIPAA. Vendor claims 60+ minutes saved per shift and up to 35% fewer words dictated.
Best for: Groups keeping their reporting platform that want drafting and follow-up on top of it.
DeepHealth Reporting Pro
Platform of recordThe newest entrant, announced commercially available June 10, 2026. Worklist orchestration sits in the wider suite rather than in the reporter itself.
Best for: Groups already on, or moving to, the DeepHealth imaging stack.
Sirona Medical
Platform of recordRadOS unifies the diagnostic viewer, PACS archive, worklist and reporter under one data model. The reporter is one component of a full stack replacement, not a standalone purchase.
Best for: Groups ready to consolidate the entire imaging stack onto one vendor.
Microsoft Dragon Copilot
Enterprise ambient speechDAX and Dragon Medical One merged into one product in March 2025. The radiologist role is in preview in the US and is positioned as integrating with PowerScribe One rather than replacing it.
Best for: Health systems standardizing ambient documentation across every specialty at once.
Radiological.ai
Assistive layerFlags suspected findings for your review, prioritizes the worklist and drafts the structured report into your template. Decision support only: the radiologist reviews, edits and signs every study, and we make no regulatory-status claims on this site.
Best for: Groups that want the assistant without changing the platform they dictate into.
Why this category is moving right now
The PowerScribe 360 clock
Most of the shopping happening in this category in 2026 traces to one date. Nuance issued end of life letters for PowerScribe 360 in early 2026. Annual renewals and maintenance end on August 31, 2026, and full support ends on August 31, 2027. That is what turned a stable installed base into an active market.
The pushback from radiology groups has been about the commercial structure rather than the software. PowerScribe 360 was a perpetual license with an annual maintenance line. PowerScribe One is a cloud subscription. Moving from capital expenditure to operating expenditure changes how the purchase gets approved, who signs it and what the five-year number looks like, and a lot of groups discovered that only when the letter arrived.
If you are on 360 and have not decided, the useful reading is the PowerScribe 360 end of life timeline and the migration checklist. If you are treating it as an opportunity to look outside Nuance, the two most common alternatives evaluated are covered in PowerScribe against Fluency for Imaging and RadPair against PowerScribe and Rad AI.
Radiology reporting software comparison criteria
Six questions that actually separate them
Feature grids converge. Every platform in this category does speech, templates, macros and PACS integration. These are the six places the products genuinely diverge.
Does it replace or layer?
Settle this before anything else. A platform replacement and an assistive layer are not competing purchases, and comparing their quotes side by side produces a number that means nothing. You can run Rad AI or Radiological.ai next to PowerScribe. You cannot run RADPAIR next to PowerScribe.
What happens to your templates?
A mature group has hundreds of templates and macros representing years of tuning. Ask specifically whether they migrate, whether they are rebuilt, and who does the work. PowerScribe One reuses 360 templates. A move to a different vendor generally does not.
Deployment model
Most of this category has gone cloud-only. If your institution has a policy, a bandwidth constraint or a data-residency requirement that rules that out, the shortlist collapses to Fluency for Imaging very quickly. Find that out in week one, not in month four.
Where the AI acts
Draft impression, ambient capture, quality checks and follow-up tracking are four different products often sold under one word. Ask which specific step is automated, whether the draft regenerates after you edit the findings, and what the radiologist still has to do.
Who holds the contract
In US federal awards naming PowerScribe, roughly 65% of the money went to one reseller and only about 4% went directly to Nuance. Discount authority and renewal uplift clauses usually sit with whoever holds the paper, not with the company in the demo.
Vendor incentives
DeepHealth is owned by RadNet, which operates outpatient imaging centers. That is not disqualifying and RadNet has real engineering depth, but an independent practice should know it is buying core workflow software from a company that also competes with it for volume.
What it costs
Only two of the nine publish a price
RADPAIR publishes a trial and a credit model. We publish a per-radiologist rate. Everyone else quotes. That is normal for enterprise clinical software and it is why comparison in this category is so much harder than it should be.
The best public benchmark available is federal contract data, because federal awards are public and private quotes are not. Across 165 US federal prime awards naming PowerScribe from FY2017 through August 2026, the median award was $92,403 and the total was $38.2 million. The spread matters more than the median: the 25th percentile was $24,145 and the 90th was $634,826, which tells you the same product is sold at wildly different scopes.
The most useful detail in that data is not a price at all. Of the $38.2 million, roughly $24.7 million went to Carahsoft Technology Corp, a reseller, and only about $1.6 million went directly to Nuance Communications. Ask early which entity will hold your contract, because that is usually where discount authority and the renewal uplift clause live. The full breakdown is on our radiology software pricing page, and the PowerScribe-specific award record is on the PowerScribe pricing page.
Being straight about our own row
Where Radiological.ai fits, and where it does not
We are an assistive layer, not a platform of record. If your problem is that PowerScribe 360 support runs out and you need something to dictate into, we are not the answer and you should be reading the platform rows above. Saying otherwise would waste your time and ours.
Where we fit is the group that is keeping its reporting platform and wants help at the two points that hurt: the worklist and the blank report. Radiological.ai connects to the PACS you already run over standard DICOM. It flags suspected findings for your review, it prioritizes the worklist so time-critical studies surface first, and it drafts the structured report into your template before you sit down. It is decision support. You review, edit and sign every study, and we make no regulatory-status or accuracy claims on this site.
That puts us in the same row as Rad AI, which is the honest comparison to make. Rad AI is further along commercially and its follow-up product, Continuity, is a genuinely different capability we do not offer. We are one line item covering flagging, prioritization and drafting across X-ray, CT and MRI, at a published rate, rather than a module list. The detail is on our structured radiology reporting and worklist prioritization pages.
Questions buyers actually ask
Radiology reporting software questions
What is the best radiology reporting software?
There is no single best one, because the category contains three different kinds of product. If you are replacing your platform of record, the realistic 2026 shortlist is PowerScribe One, Fluency for Imaging and RADPAIR. If you are keeping your platform and want AI help on top of it, the shortlist is Rad AI and Radiological.ai. If you are consolidating your whole imaging stack, it is Sirona Medical or DeepHealth. Decide which of those three sentences describes you before you take a single demo.
What is radiology reporting software?
Radiology reporting software is the system a radiologist dictates into and signs studies out of. It handles speech recognition, structured templates and macros, integration with the PACS and worklist, and delivery of the signed report into the EHR. Modern platforms add generative drafting of the impression, quality checks and critical results workflows on top of that core.
What is replacing PowerScribe 360?
PowerScribe One is the vendor upgrade path. It is cloud-hosted and sold as a subscription rather than a perpetual license, it reuses existing 360 templates, and the two can run side by side during migration. Groups unwilling to accept the cloud-only or subscription terms generally evaluate Fluency for Imaging or RADPAIR instead. Annual renewals and maintenance for 360 end August 31, 2026, and full support ends August 31, 2027.
How much does radiology reporting software cost?
Almost nobody in this category publishes list pricing. RADPAIR is the exception, with a 7-day trial, 20 free reports and pay-as-you-go credits after that. The clearest public benchmark for the rest is federal contract data: across 165 US federal prime awards naming PowerScribe from FY2017 through August 2026, the median award was $92,403 and the total was $38.2 million.
Is AI radiology reporting software accurate enough to use?
Every product in this category is decision support, which means the radiologist reviews, edits and signs the report and holds responsibility for it. Treat any accuracy claim as a vendor claim unless it is attached to a published study or an FDA clearance, and note that a triage or detection device is FDA cleared, never FDA approved. A vendor describing itself as FDA approved is misstating its own regulatory status.
Can I use AI reporting software without replacing my current platform?
Yes. That is exactly what an assistive layer is for. Rad AI and Radiological.ai are designed to run alongside the platform you already dictate into, so there is no template migration, no cutover date and no retraining on a new sign-out workflow. The tradeoff is that you are adding a second vendor relationship rather than consolidating one.
What should I ask a radiology reporting software vendor?
Ask five things. Which entity will hold the contract, the vendor or a reseller. What the fully loaded first-year total is including implementation, interfaces and training. What the year-three renewal uplift clause says. Whether your existing templates migrate or get rebuilt, and who pays for that work. And what specifically the radiologist still has to do on every study after the AI has run.
Does radiology reporting software integrate with PACS?
All of these platforms integrate with a PACS, but the depth varies a great deal. Standard DICOM and HL7 integration is table stakes. Bidirectional context sync, prior-study reconciliation, measurement capture from DICOM SR and a FHIR feed into the EHR are each separate scope items that usually appear as professional-services line entries rather than as included features.
Keep researching
Next steps in the evaluation
Vendor comparisons
Head to head pages for every platform in the table above.
Radiology software pricing
The five pricing models and the real federal award distribution.
Best AI radiology software
The detection and triage side of the market, compared separately.
Structured radiology reporting
What a reporting platform has to do before vendor choice matters.
Radiology dictation software
The speech layer underneath every platform in this comparison.
Who owns which vendor
The ownership chains behind PowerScribe, Fluency and DeepHealth.
Keep your platform, add the assistant
Radiological.ai flags suspected findings, prioritizes the worklist and drafts the structured report on X-ray, CT and MRI, on top of the PACS you already run. You review and sign every study.
Decision support for qualified clinicians. Radiological.ai does not provide a diagnosis and is not a substitute for professional medical judgment.