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This is an editorial shortlist ordered for readability, not a universal ranking — the right tool depends on whether your task is a plain conversion, a PDF workflow, real editing, or an AI effect. Scroll the table horizontally on small screens.

10 services compared across five dimensions — see each service's full review for detail and sourcing.
Service Type Best for Conversion PDF workflow Full editing AI editing Processing Account considerations Free-access notes
CloudConvert Converter One-off conversions of uncommon or professional formats (RAW, PSD, vector) that many mainstream converters don't touch. Any-to-any, broad Via conversion only No No Uploaded (cloud) Sign-in optional for basics Usage-based; limits vary — check current plan
Convertio Converter Quick, no-account format conversion, including pulling source images directly from cloud storage or a URL. Broad format list Via conversion only No No Uploaded (cloud) Not required for basics Free path exists; size/retention limits vary
FreeConvert Converter Converting camera RAW files, or combining a quick resize/crop/compression step with a format conversion in one place. Broad, strong RAW Via conversion only Basic (resize/crop) No Uploaded (cloud) Not required for basics Free path exists; account unlocks more
iLovePDF PDF Suite Anyone whose image-conversion need is really a PDF task — building a PDF from photos, extracting images from a PDF, or compressing a PDF that contains images. Via PDF tools Full suite Basic (PDF annotate) Limited (summarize/translate) Uploaded, or offline desktop app Not required for core tools Core tools free; Premium adds offline/OCR/e-sign
Smallpdf PDF Suite PDF-centric work — building a PDF out of photos, converting a PDF back to images, or handling the rest of a document workflow (signing, compressing, converting to Word/Excel) in the same tool. Via PDF tools Full suite Basic (PDF annotate) Limited (assistant/summarizer) Uploaded (cloud) Trial or free tier; Pro for full access Free trial, then capped free tier
Photopea Editor Anyone who needs proper layer-based editing (including opening real PSD files) without installing desktop software. Basic export formats Opens/exports PDF Yes — layers, masks No Local (device) Not required Full toolkit free
Pixlr AI Editor Quick AI-assisted edits — background/object removal, generative fill, face-swap — without installing dedicated AI photo software. Basic export formats No Yes — retouching Yes — extensive Uploaded (cloud) Optional; unlocks more Free tier with ads; AI usage is credit-based
Fotor AI Editor One-off AI edits — old photo restoration, background removal, style transformation — without needing manual retouching skill. Basic export formats No Basic–moderate Yes — extensive Uploaded (cloud) Required Core AI tools free; batch/hi-res are paid
Adobe Express Editor People already designing graphics, thumbnails, or social posts in Adobe Express who also need a quick format change without switching tools. Basic (feature page) Limited Yes — design-focused Some (Adobe AI features) Uploaded, account-tied Adobe account needed to save/export Free tier; premium templates/assets paid
Canva Editor Users who are already building graphics, presentations, or social content in Canva and want to export or convert an asset without leaving the platform. Basic export formats Limited (export to PDF) Yes — design-focused Some (Canva AI features) Uploaded, account-tied Canva account required Large free tier; Pro adds assets/exports

Account and free-access details change over time — treat this table as a starting point and confirm current terms on each provider's own site before relying on a specific limit.