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AI Image Generation Engine Breadth

Ranks reviewed AI Image Generation brands by the number of benchmark engines on which they appear.

Coverage: 12 entities
Confidence: 100%
Freshness: current
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Watching publication Jul 27, 2026

LEADERBOARD

Current rankings

Metric: Engine breadth

Find in tableEntity typeMovementConfidenceEvidence NRank rangeColumnsSort rowsAnswer providerBrand signal

12of 12 rows

AI Image Generation Engine Breadth current rankings
Rank	Entity	Engine breadth	Mention coverage	Mention share	Citation share	Engine breadth	OpenAI rec. presence	OpenAI coverage	Confidence	N	Change	Trend	Explain
01	Adobe Fireflycompany	3 engines	41.67%	25%	38.1%	3	75%	56.25%	100%	3	—	—	Analyze brand Why this rank
02	Midjourneycompany	3 engines	45.83%	27.5%	2.38%	3	75%	62.5%	100%	3	—	—	Analyze brand Why this rank
03	Leonardo AIcompany	3 engines	16.67%	10%	16.67%	3	25%	12.5%	100%	3	—	—	Analyze brand Why this rank
04	Stability AIcompany	3 engines	14.58%	8.75%	11.9%	3	25%	18.75%	100%	3	—	—	Analyze brand Why this rank
05	Canva Dream Labcompany	3 engines	8.33%	5%	14.29%	3	12.5%	6.25%	100%	3	—	—	Analyze brand Why this rank
06	Recraftcompany	2 engines	12.5%	7.5%	0%	2	0%	0%	100%	3	—	—	Analyze brand Why this rank
07	Ideogramcompany	2 engines	10.42%	6.25%	4.76%	2	0%	0%	100%	3	—	—	Analyze brand Why this rank
08	Google Imagencompany	2 engines	4.17%	2.5%	2.38%	2	12.5%	6.25%	100%	3	—	—	Analyze brand Why this rank
09	OpenAI Imagescompany	2 engines	6.25%	3.75%	9.52%	2	0%	6.25%	100%	3	—	—	Analyze brand Why this rank
10	FLUXcompany	1 engines	6.25%	3.75%	0%	1	0%	0%	100%	3	—	—	Analyze brand Why this rank
11	Freepik AIcompany	0 engines	0%	0%	0%	0	0%	0%	100%	3	—	—	Analyze brand Why this rank
12	Reve Imagecompany	0 engines	0%	0%	0%	0	0%	0%	100%	3	—	—	Analyze brand Why this rank

AI Image Generation Engine Breadth current rankings
Rank	Entity	Engine breadth	Mention coverage	Mention share	Citation share	Engine breadth	OpenAI rec. presence	OpenAI coverage	Confidence	N	Change	Trend	Explain
01	Adobe Fireflycompany	3 engines	41.67%	25%	38.1%	3	75%	56.25%	100%	3	—	—	Analyze brand Why this rank
02	Midjourneycompany	3 engines	45.83%	27.5%	2.38%	3	75%	62.5%	100%	3	—	—	Analyze brand Why this rank
03	Leonardo AIcompany	3 engines	16.67%	10%	16.67%	3	25%	12.5%	100%	3	—	—	Analyze brand Why this rank
04	Stability AIcompany	3 engines	14.58%	8.75%	11.9%	3	25%	18.75%	100%	3	—	—	Analyze brand Why this rank
05	Canva Dream Labcompany	3 engines	8.33%	5%	14.29%	3	12.5%	6.25%	100%	3	—	—	Analyze brand Why this rank
06	Recraftcompany	2 engines	12.5%	7.5%	0%	2	0%	0%	100%	3	—	—	Analyze brand Why this rank
07	Ideogramcompany	2 engines	10.42%	6.25%	4.76%	2	0%	0%	100%	3	—	—	Analyze brand Why this rank
08	Google Imagencompany	2 engines	4.17%	2.5%	2.38%	2	12.5%	6.25%	100%	3	—	—	Analyze brand Why this rank
09	OpenAI Imagescompany	2 engines	6.25%	3.75%	9.52%	2	0%	6.25%	100%	3	—	—	Analyze brand Why this rank
10	FLUXcompany	1 engines	6.25%	3.75%	0%	1	0%	0%	100%	3	—	—	Analyze brand Why this rank
11	Freepik AIcompany	0 engines	0%	0%	0%	0	0%	0%	100%	3	—	—	Analyze brand Why this rank
12	Reve Imagecompany	0 engines	0%	0%	0%	0	0%	0%	100%	3	—	—	Analyze brand Why this rank

Primary brandPrompt intentAnswer enginePrompt contains

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Answer presence45.8%22/48 filtered answers mention or cite Midjourney

Selected-set share46.8%Share of answer-presences among the compared brands, not market share

Owned citation answers11 answer-level URL signals on reviewed owned domains

Engine breadth3/3Engines with at least one observed presence

Filtered competitive answer-presence comparison
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

ANSWER-LEVEL OBSERVATIONS

Prompt × engine matrix

16 prompts · 48 immutable answer hashes · empty cells mean no compared brand was detected.

Brand presence by public prompt and answer engine
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 5 source URLs`33554af5`	MidjourneyAdobe Firefly · C6Google Imagen 9 source URLs`8897e32e`	MidjourneyAdobe Firefly 8 source URLs`25e68963`
02 Recommend an AI image generation platform for photorealistic people, products, environments, lighting, materials, and camera control.recommendation	Midjourney 6 source URLs`eed4ab1a`	No selected brand 6 source URLs`a4472fb4`	No selected brand 8 source URLs`bf2bc5dd`
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 7 source URLs`1e208731`	Adobe Firefly 8 source URLs`3195d948`	Adobe Firefly · C1 7 source URLs`167cb227`
04 Recommend an AI image generation platform for ecommerce and marketing teams creating consistent product scenes, variants, campaigns, and formats.recommendation	MidjourneyAdobe Firefly 7 source URLs`17e686bd`	No selected brand 6 source URLs`a4a6a67a`	No selected brand 7 source URLs`95142ce0`
05 Which AI image generation platforms provide the strongest control over composition, pose, style, references, masks, layers, inpainting, and expansion?recommendation	MidjourneyAdobe Firefly · C1 9 source URLs`df02e56e`	Midjourney 9 source URLs`f4230c48`	No selected brand 7 source URLs`71f5bfc6`
06 Recommend an enterprise AI image platform with administration, private assets, brand controls, indemnity options, provenance, and content safety.recommendation	Adobe Firefly · C4 5 source URLs`ee420220`	Adobe Firefly 7 source URLs`072598a4`	Adobe Firefly · C1 9 source URLs`2a9de7a3`
07 Which AI image generation APIs are best for production applications that need predictable quality, latency, throughput, controls, and pricing?recommendation	Google Imagen · C1 7 source URLs`bd6deea3`	No selected brand 7 source URLs`66880899`	OpenAI Images · C1 6 source URLs`226ca274`
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 6 source URLs`de1e3832`	No selected brand 5 source URLs`55d9043f`	Midjourney 6 source URLs`d2509636`
09 Compare AI image generation platforms on quality, prompt adherence, text, editing, control, consistency, rights, safety, workflow, and price.commercial	MidjourneyAdobe Firefly 6 source URLs`d8aed7f5`	MidjourneyAdobe Firefly 9 source URLs`c05fcd63`	MidjourneyAdobe Firefly 7 source URLs`8ceb4b1f`
10 Create a reproducible benchmark for AI image generators covering people, products, scenes, text, composition, references, edits, and difficult prompts.commercial	No selected brand 4 source URLs`cdc7bcd8`	Midjourney 5 source URLs`c4180946`	Midjourney 8 source URLs`5da03de6`
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 0 source URLs`ca455e2b`	No selected brand 6 source URLs`34b95b55`	No selected brand 8 source URLs`55155bea`
12 Compare AI image platforms on training-data disclosures, commercial rights, indemnity, likeness, trademarks, safety filters, provenance, and takedowns.commercial	Midjourney 7 source URLs`49252d28`	MidjourneyAdobe Firefly 9 source URLs`50e36196`	No selected brand 9 source URLs`ae4e89de`
13 Compare AI image platforms on canvas editing, layers, asset libraries, design tools, collaboration, review, automation, APIs, and exports.commercial	Midjourney · C1Adobe Firefly 4 source URLs`28d4edc8`	MidjourneyAdobe Firefly 9 source URLs`6623ac70`	No selected brand 8 source URLs`e706ff88`
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 6 source URLs`c678901d`	Midjourney 8 source URLs`3f2c360c`	OpenAI Images · C2 8 source URLs`5548389d`
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 3 source URLs`cc49316c`	No selected brand 6 source URLs`4c541645`	No selected brand 5 source URLs`03c04cfe`
16 Create a shortlist of AI image generation vendors for a global brand standardizing governed creative production across teams and agencies.commercial	MidjourneyAdobe Firefly 7 source URLs`ed9a6c7c`	No selected brand 6 source URLs`c041e63d`	MidjourneyAdobe Firefly · C1 6 source URLs`1ac53929`

STRUCTURED CITATION LEDGER

Sources shaping this filtered view

Hostnames are derived from validated public HTTP(S) URLs, not provider-supplied domain labels.

Validated citation sources in filtered answers
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 ↗

PUBLIC-BENCHMARK PRIVACY BOUNDARY

This report contains only code-reviewed public prompts, deterministic brand counts, answer hashes, and validated structured citation URLs. Full model answers are neither stored nor published here. No customer, organization, or private tracked-prompt data is included.

ai-image-generation-platforms-2026-07-27 / 4-ai-image-generation-platforms-2026-07-27-models-64232fd32583

AI Image Generation Engine Breadth

Current rankings

Brand vs. market

Prompt × engine matrix

Sources shaping this filtered view

Brand vs. market

Prompt × engine matrix

Sources shaping this filtered view