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Loading the latest published snapshot and its supporting evidence.
Ranks AI Image Generation prompts where the leading reviewed brand appears across engines but its own domains are not cited.
Compare one brand with up to three competitors across the exact public prompt × engine matrix behind this leaderboard.
| Brand | Presence | Vs. primary | Selected share | Mentions | Cited answers | Owned URL signals | Engine breadth |
|---|---|---|---|---|---|---|---|
| Midjourneymidjourney.com | 45.8%22/48 | BASE | 46.8% | 83 | 1 | 1 | 3/3 |
| Adobe Fireflyadobe.com | 41.7%20/48 | -4.2 pp | 42.6% | 63 | 8 | 16 | 3/3 |
| OpenAI Imagesopenai.com | 6.3%3/48 | -39.6 pp | 6.4% | 1 | 3 | 4 | 2/3 |
| Google Imagendeepmind.google | 4.2%2/48 | -41.7 pp | 4.3% | 1 | 1 | 1 | 2/3 |
16 prompts · 48 immutable answer hashes · empty cells mean no compared brand was detected.
| Public prompt | OpenAIopenai/gpt-4o-mini | Anthropicanthropic/claude-haiku-4-5 | Geminigoogle/gemini-2.5-flash |
|---|---|---|---|
| 01 Which AI image generation platforms are best for prompt following, visual quality, editing, control, speed, and commercial use?recommendation | MidjourneyAdobe Firefly | MidjourneyAdobe Firefly · C6Google Imagen | MidjourneyAdobe Firefly |
| 02 Recommend an AI image generation platform for photorealistic people, products, environments, lighting, materials, and camera control.recommendation | Midjourney | No selected brand | No selected brand |
| 03 Which AI image generation platforms are strongest for graphic design with accurate text, layout, typography, brand assets, and iterative editing?recommendation | MidjourneyAdobe Firefly · C1 | Adobe Firefly | Adobe Firefly · C1 |
| 04 Recommend an AI image generation platform for ecommerce and marketing teams creating consistent product scenes, variants, campaigns, and formats.recommendation | MidjourneyAdobe Firefly | No selected brand | No selected brand |
| 05 Which AI image generation platforms provide the strongest control over composition, pose, style, references, masks, layers, inpainting, and expansion?recommendation | MidjourneyAdobe Firefly · C1 | Midjourney | No selected brand |
| 06 Recommend an enterprise AI image platform with administration, private assets, brand controls, indemnity options, provenance, and content safety.recommendation | Adobe Firefly · C4 | Adobe Firefly | Adobe Firefly · C1 |
| 07 Which AI image generation APIs are best for production applications that need predictable quality, latency, throughput, controls, and pricing?recommendation | Google Imagen · C1 | No selected brand | OpenAI Images · C1 |
| 08 Recommend an affordable AI image generation platform for a small creative team that needs useful editing, reusable styles, exports, and clear limits.recommendation | MidjourneyAdobe Firefly · C1 | No selected brand | Midjourney |
| 09 Compare AI image generation platforms on quality, prompt adherence, text, editing, control, consistency, rights, safety, workflow, and price.commercial | MidjourneyAdobe Firefly | MidjourneyAdobe Firefly | MidjourneyAdobe Firefly |
| 10 Create a reproducible benchmark for AI image generators covering people, products, scenes, text, composition, references, edits, and difficult prompts.commercial | No selected brand | Midjourney | Midjourney |
| 11 Design a consistency test for AI image platforms using recurring characters, products, styles, layouts, colors, seeds, references, and multi-step edits.commercial | No selected brand | No selected brand | No selected brand |
| 12 Compare AI image platforms on training-data disclosures, commercial rights, indemnity, likeness, trademarks, safety filters, provenance, and takedowns.commercial | Midjourney | MidjourneyAdobe Firefly | No selected brand |
| 13 Compare AI image platforms on canvas editing, layers, asset libraries, design tools, collaboration, review, automation, APIs, and exports.commercial | Midjourney · C1Adobe Firefly | MidjourneyAdobe Firefly | No selected brand |
| 14 How should a buyer compare AI image pricing across credits, resolution, edits, variants, priority queues, API calls, storage, and commercial terms?commercial | OpenAI Images · C1 | Midjourney | OpenAI Images · C2 |
| 15 Which criteria expose model, style, reference, asset, project, metadata, workflow, export, and API lock-in in an AI image platform?commercial | No selected brand | No selected brand | No selected brand |
| 16 Create a shortlist of AI image generation vendors for a global brand standardizing governed creative production across teams and agencies.commercial | MidjourneyAdobe Firefly | No selected brand | MidjourneyAdobe Firefly · C1 |
Hostnames are derived from validated public HTTP(S) URLs, not provider-supplied domain labels.
| Source hostname | Cited answers | Distinct URLs | Engine breadth | Best position | Evidence |
|---|---|---|---|---|---|
| reddit.com | 18 | 19 | 3 | #1 | Open source ↗ |
| youtube.com | 15 | 16 | 3 | #1 | Open source ↗ |
| facebook.com | 8 | 11 | 3 | #1 | Open source ↗ |
| medium.com | 7 | 7 | 2 | #2 | Open source ↗ |
| linkedin.com | 7 | 5 | 3 | #2 | Open source ↗ |
| zapier.com | 6 | 1 | 2 | #1 | Open source ↗ |
| leonardo.ai | 5 | 6 | 3 | #1 | Open source ↗ |
| adobe.com | 5 | 5 | 3 | #1 | Open source ↗ |
| christytuckerlearning.com | 5 | 2 | 3 | #1 | Open source ↗ |
| canva.com | 4 | 6 | 3 | #3 | Open source ↗ |
| arxiv.org | 4 | 4 | 3 | #1 | Open source ↗ |
| bria.ai | 4 | 4 | 3 | #2 | Open source ↗ |
| cnet.com | 4 | 1 | 2 | #3 | Open source ↗ |
| atlascloud.ai | 3 | 3 | 2 | #1 | Open source ↗ |
| getimg.ai | 3 | 3 | 2 | #2 | Open source ↗ |
| runware.ai | 3 | 3 | 2 | #2 | Open source ↗ |
| github.com | 3 | 3 | 2 | #5 | Open source ↗ |
| business.adobe.com | 3 | 2 | 3 | #1 | Open source ↗ |
| pricepertoken.com | 3 | 2 | 3 | #1 | Open source ↗ |
| claid.ai | 3 | 2 | 2 | #2 | Open source ↗ |
Derives prompt-level brand leaders, cross-engine brand-set disagreement, and leading-brand owned-citation opportunity from the complete public Rank.ai benchmark cohort.
Some explanation inputs are unavailable Missing: comparablePriorRanking.
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| public prompt brand presence events | 10 | 0% | — | 1 | available |
| public prompt citation urls | 20 | 0% | — | 1 | available |
| public prompt distinct reviewed brands |
| 6 |
| 0% |
| — |
| 1 |
| available |
| public prompt engine disagreement | 44.444444 | 0% | — | 1 | available |
|---|
| public prompt leading brand consensus | 100 | 0% | — | 1 | available |
|---|
| public prompt leading brand owned citation coverage | 0 | 0% | — | 1 | available |
|---|
| public prompt leading brand owned citation gap | 100 | 100% | 100 | 1 | available |
|---|
no_prior_published_snapshot
No comparable component drivers were published.
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