A publisher must commission some editorial portraits and some fictional illustrations without misleading readers about what is a real photograph. Here is a scenario-based comparison using documentation checked on 2026-10-25, not an independently tested vendor ranking. The region, plan, exact model version and price are unspecified unless a first-party document establishes them; unmatched performance claims stay unknown.
Audience: visual editors. Evidence checked: 2026-10-25. Editorial status: ready. Comparison scope: named scenario; region, plan and model/version parity require separate confirmation.
Decide the truth claim before choosing the tool
A photoreal portrait of a named person can imply an event was photographed even when no such event happened. A stylized image is more clearly interpretive, yet it can still misrepresent identifiable individuals. For editorial work, the source photograph, consent or publication rights, edit scope and visible disclosure policy matter before color grading or rendering quality. Fictional characters can use looser creative constraints; historical public figures and current employees demand stronger likeness controls.
Retouching is not unrestricted reconstruction
Create a written change budget: exposure, blemish removal and background cleanup may be allowed for one assignment, but facial redesign, body alteration or invented accessories may not. Use masks and retained reference images to protect approved features. The tool’s capacity to create convincing pixels does not certify that the new image is faithful. Human reviewers should compare the final against the licensed original at high magnification, including hands, jewelry, uniforms and signs.
Illustration has different acceptance criteria
Commission illustrations with a style brief, palette, composition, culturally appropriate symbolism and a prohibition on copying a specific living artist’s recognizable work without permission. Test visual continuity across an entire series rather than evaluating one attractive frame. A generative image tool may work well for concept art while remaining unsuitable for a publication that needs auditable face-level edits. Avoid a cross-category winner label; the assignments have different truth and rights obligations.
A decision log for publication
Log whether the output is an edit of a real source, a composite or an entirely synthetic illustration. Keep rights evidence and any required label with the asset. Compare iteration speed, corrections, continuity and complaint-resolution procedures. Source product documents support technical workflow possibilities; neither is proof of independent accuracy. Do not infer universal rights or available tiers without the governing terms.
What an actual buyer pilot should measure
Freeze the relevant source files, release identifiers, evaluation prompts, operator permissions and reviewer identities. Use the same rights-cleared materials for every candidate; separate tasks that cannot be configured equivalently instead of forcing them into a single ranking. Review the resulting artifacts against objective acceptance criteria specific to this decision: source traceability, error handling, rework, permission boundaries and whether a competent human approves the final deliverable. Record rejected attempts as well as successful examples. This is a proposed method, not a claim that these vendors have been tested by this publication.
Costs and unresolved evidence
Do not equate an interactive assistant seat, media credit, billable character, hosted token or self-hosted GPU hour. To estimate actual spending, count accepted results, failed attempts, revision cycles, human review, security operations and export/storage costs. AI 10 must supply dated provider-specific pricing records with tier, unit, currency and region; in their absence, monetary figures and claims of price parity remain unknown. Account-level availability and contract addenda require verification. No universal winner score or fictitious hands-on rating is assigned.
Decision for this scenario
Choose tools by the image’s truth claim and edit traceability; prioritize licensed originals and disclosure for documentary portraits.
The article has documented feature and policy evidence but no independent hands-on performance test. Reconfirm plan, region and terms before publication; editorial ready is not WordPress publication approval.
Sources and Further Reading
Original provider and policy sources are listed here. Source-to-claim identifiers are maintained separately in the editorial CSV rather than inserting numbered references into the main text. Where documents are mutable, the access date describes the verification point only.
- OpenAI — Image generation – OpenAI API (checked 2026-10-25)
- Adobe — Adobe Firefly FAQ (checked 2026-10-25)
- OpenAI — Service terms (updated 2026-10-16) (checked 2026-10-25)