{"licence":"CC BY 4.0","licenceUrl":"https://creativecommons.org/licenses/by/4.0/","citation":"Ambera Forge, AI image generation, October 2026","report":"https://forge.ambera.app/sectors/ai-image-generators/2026-10","note":"Counts are over the companies Forge read in this sector during the month, each with its denominator. Themes and capabilities are the words the reading listed; a theme with no declared match shares no word with anything a company declares, which is not the same as no product doing it. Carried market-size figures are their publishers’ and are not redistributed here.","version":2,"monthKey":"2026-10","sector":{"slug":"ai-image-generators","name":"AI image generation","scope":"Making images from a prompt, and editing them, with a model."},"coverage":{"entities":7,"readEntities":7,"neverRead":0,"readInMonth":0,"lastReadAt":"2026-09-30T23:27:20.100Z"},"withheldReason":null,"declaredCapabilities":[{"name":"3D texture generation","listing":1,"denominator":7,"entityIds":["cmuohg0or00anofmy9iv07j2f"]},{"name":"4K-style high-resolution output","listing":1,"denominator":7,"entityIds":["cmuohg0m500alofmyw2l31ve5"]},{"name":"AI design tools / Magic Studio","listing":1,"denominator":7,"entityIds":["cmuohg10e00atofmyigpa66xa"]},{"name":"AI image generation from text prompts","listing":1,"denominator":7,"entityIds":["cmuohg16o00axofmy3cqvtbr5"]},{"name":"AI logo generation","listing":1,"denominator":7,"entityIds":["cmuohg16o00axofmy3cqvtbr5"]},{"name":"AI upscaling (up to 21K-22K)","listing":1,"denominator":7,"entityIds":["cmuohg0xd00arofmy7sovwu65"]},{"name":"aspect ratio control","listing":1,"denominator":7,"entityIds":["cmuohg14000avofmyrkakyfgk"]},{"name":"Background remover","listing":1,"denominator":7,"entityIds":["cmuohg10e00atofmyigpa66xa"]},{"name":"batch generation","listing":1,"denominator":7,"entityIds":["cmuohg0rn00apofmyyxn8icgo"]},{"name":"Brand kit / brand identity assets","listing":1,"denominator":7,"entityIds":["cmuohg16o00axofmy3cqvtbr5"]},{"name":"Brand Kits and brand controls","listing":1,"denominator":7,"entityIds":["cmuohg10e00atofmyigpa66xa"]},{"name":"Canvas / Realtime Canvas editing (inpainting, outpainting)","listing":1,"denominator":7,"entityIds":["cmuohg0or00anofmy9iv07j2f"]},{"name":"Canvas editing workflow","listing":1,"denominator":7,"entityIds":["cmuohg0rn00apofmyyxn8icgo"]},{"name":"Commercial licensing on paid tiers","listing":1,"denominator":7,"entityIds":["cmuohg0xd00arofmy7sovwu65"]},{"name":"Commercial usage rights","listing":1,"denominator":7,"entityIds":["cmuohg16o00axofmy3cqvtbr5"]},{"name":"commercial usage rights on free tier","listing":1,"denominator":7,"entityIds":["cmuohg0rn00apofmyyxn8icgo"]},{"name":"Content planner (8 platforms)","listing":1,"denominator":7,"entityIds":["cmuohg10e00atofmyigpa66xa"]},{"name":"Conversational/AI-generated design (Canva AI 2.0)","listing":1,"denominator":7,"entityIds":["cmuohg10e00atofmyigpa66xa"]},{"name":"Creative Engine API","listing":1,"denominator":7,"entityIds":["cmuohg0or00anofmy9iv07j2f"]},{"name":"Custom/personal model training","listing":1,"denominator":7,"entityIds":["cmuohg0or00anofmy9iv07j2f"]},{"name":"Draft Mode","listing":1,"denominator":7,"entityIds":["cmuohg0m500alofmyw2l31ve5"]},{"name":"Enterprise API, Slack integration, audit logs","listing":1,"denominator":7,"entityIds":["cmuohg0xd00arofmy7sovwu65"]},{"name":"Enterprise SSO/SCIM and admin controls","listing":1,"denominator":7,"entityIds":["cmuohg10e00atofmyigpa66xa"]},{"name":"Extend (outpainting)","listing":1,"denominator":7,"entityIds":["cmuohg0rn00apofmyyxn8icgo"]},{"name":"high-resolution upscaling","listing":1,"denominator":7,"entityIds":["cmuohg14000avofmyrkakyfgk"]},{"name":"image-to-video generation","listing":1,"denominator":7,"entityIds":["cmuohg0m500alofmyw2l31ve5"]},{"name":"LoRA training / custom model fine-tuning","listing":1,"denominator":7,"entityIds":["cmuohg0xd00arofmy7sovwu65"]},{"name":"Magic Fill (inpainting)","listing":1,"denominator":7,"entityIds":["cmuohg0rn00apofmyyxn8icgo"]},{"name":"Magic Prompt rewriting","listing":1,"denominator":7,"entityIds":["cmuohg0rn00apofmyyxn8icgo"]},{"name":"Multi-model aggregation (60-150+ models)","listing":1,"denominator":7,"entityIds":["cmuohg0xd00arofmy7sovwu65"]},{"name":"Multi-model image generation (Phoenix, Lucid Origin/Realism, third-party models)","listing":1,"denominator":7,"entityIds":["cmuohg0or00anofmy9iv07j2f"]},{"name":"multiple prompt variations per generation","listing":1,"denominator":7,"entityIds":["cmuohg14000avofmyrkakyfgk"]},{"name":"Niji anime-tuned model","listing":1,"denominator":7,"entityIds":["cmuohg0m500alofmyw2l31ve5"]},{"name":"Node-based workflow automation (Krea Nodes/Agent)","listing":1,"denominator":7,"entityIds":["cmuohg0xd00arofmy7sovwu65"]},{"name":"Omni Reference (character consistency)","listing":1,"denominator":7,"entityIds":["cmuohg0m500alofmyw2l31ve5"]},{"name":"paid commercial license","listing":1,"denominator":7,"entityIds":["cmuohg14000avofmyrkakyfgk"]},{"name":"Product/marketing photo editing","listing":1,"denominator":7,"entityIds":["cmuohg16o00axofmy3cqvtbr5"]},{"name":"Realtime canvas / sketch-to-image rendering","listing":1,"denominator":7,"entityIds":["cmuohg0xd00arofmy7sovwu65"]},{"name":"Relax Mode (unlimited slower generation)","listing":1,"denominator":7,"entityIds":["cmuohg0m500alofmyw2l31ve5"]},{"name":"Social media graphics creation","listing":1,"denominator":7,"entityIds":["cmuohg16o00axofmy3cqvtbr5"]},{"name":"Stealth Mode (private generations)","listing":1,"denominator":7,"entityIds":["cmuohg0m500alofmyw2l31ve5"]},{"name":"Stealth/private mode","listing":1,"denominator":7,"entityIds":["cmuohg14000avofmyrkakyfgk"]},{"name":"Style Reference (image-based style guidance)","listing":1,"denominator":7,"entityIds":["cmuohg0rn00apofmyyxn8icgo"]},{"name":"Team collaboration and approval workflows","listing":1,"denominator":7,"entityIds":["cmuohg10e00atofmyigpa66xa"]},{"name":"Template-based design editing","listing":1,"denominator":7,"entityIds":["cmuohg16o00axofmy3cqvtbr5"]},{"name":"Templates library (140M+ premium)","listing":1,"denominator":7,"entityIds":["cmuohg10e00atofmyigpa66xa"]},{"name":"text rendering/typography accuracy","listing":1,"denominator":7,"entityIds":["cmuohg0rn00apofmyyxn8icgo"]},{"name":"text-to-image generation","listing":1,"denominator":7,"entityIds":["cmuohg0m500alofmyw2l31ve5"]},{"name":"Text-to-video and image-to-video generation","listing":1,"denominator":7,"entityIds":["cmuohg0xd00arofmy7sovwu65"]},{"name":"Token-based credit pricing with unlimited first-party relaxed generation","listing":1,"denominator":7,"entityIds":["cmuohg0or00anofmy9iv07j2f"]},{"name":"Universal/AI upscaling","listing":1,"denominator":7,"entityIds":["cmuohg0or00anofmy9iv07j2f"]},{"name":"unlimited Relax Mode generation","listing":1,"denominator":7,"entityIds":["cmuohg14000avofmyrkakyfgk"]},{"name":"user ownership of output (paid tier)","listing":1,"denominator":7,"entityIds":["cmuohg14000avofmyrkakyfgk"]},{"name":"Video ad creation","listing":1,"denominator":7,"entityIds":["cmuohg16o00axofmy3cqvtbr5"]},{"name":"Video generation (Motion/Wan 3.0)","listing":1,"denominator":7,"entityIds":["cmuohg0or00anofmy9iv07j2f"]}],"complaintThemes":[{"name":"Free tier, trial and paywalled features","listing":5,"denominator":7,"entityIds":["cmuohg0rn00apofmyyxn8icgo","cmuohg0xd00arofmy7sovwu65","cmuohg10e00atofmyigpa66xa","cmuohg14000avofmyrkakyfgk","cmuohg16o00axofmy3cqvtbr5"],"phrases":["Collaboration features paywalled behind higher tiers","free competitors (ChatGPT, Gemini) now adequate for casual use","Free logo tools produce low-quality or broken output","free tier images are public and cannot be deleted","Limited customization in simple/free tools","no free trial/tier for commercial use","Video model access gated behind higher (Pro+) plans"]},{"name":"Usage limits and caps","listing":4,"denominator":7,"entityIds":["cmuohg0m500alofmyw2l31ve5","cmuohg0rn00apofmyyxn8icgo","cmuohg0xd00arofmy7sovwu65","cmuohg10e00atofmyigpa66xa"],"phrases":["Compute credits deplete quickly on lower tiers","credit expiry confusion","credit system complexity (slow vs priority credits)","Monthly AI credit caps limiting output","no free tier/trial limits casual experimentation"]},{"name":"Accuracy and output quality","listing":3,"denominator":7,"entityIds":["cmuohg0m500alofmyw2l31ve5","cmuohg0xd00arofmy7sovwu65","cmuohg14000avofmyrkakyfgk"],"phrases":["Occasional output quality inconsistency","video generation quality lags dedicated video tools (Kling, Veo)","weak prompt-text accuracy relative to alternatives"]},{"name":"Price level","listing":2,"denominator":7,"entityIds":["cmuohg0m500alofmyw2l31ve5","cmuohg0or00anofmy9iv07j2f"],"phrases":["Token math perceived as confusing relative to actual cost","video generation cost too high relative to quality"]},{"name":"AI images require metadata/label cleanup for platform credibility","listing":1,"denominator":7,"entityIds":["cmuohg16o00axofmy3cqvtbr5"],"phrases":["AI images require metadata/label cleanup for platform credibility"]},{"name":"AI logos not polished enough for final client use","listing":1,"denominator":7,"entityIds":["cmuohg16o00axofmy3cqvtbr5"],"phrases":["AI logos not polished enough for final client use"]},{"name":"commercial license does not equal copyright protection","listing":1,"denominator":7,"entityIds":["cmuohg14000avofmyrkakyfgk"],"phrases":["commercial license does not equal copyright protection"]},{"name":"Customer support","listing":1,"denominator":7,"entityIds":["cmuohg0xd00arofmy7sovwu65"],"phrases":["Customer support responsiveness"]},{"name":"Difficulty maintaining exact brand consistency with real products","listing":1,"denominator":7,"entityIds":["cmuohg16o00axofmy3cqvtbr5"],"phrases":["Difficulty maintaining exact brand consistency with real products"]},{"name":"Fast GPU minutes run out quickly on Basic plan","listing":1,"denominator":7,"entityIds":["cmuohg0m500alofmyw2l31ve5"],"phrases":["Fast GPU minutes run out quickly on Basic plan"]},{"name":"human faces/portraits look unnatural","listing":1,"denominator":7,"entityIds":["cmuohg0rn00apofmyyxn8icgo"],"phrases":["human faces/portraits look unnatural"]},{"name":"Integrations and API","listing":1,"denominator":7,"entityIds":["cmuohg0or00anofmy9iv07j2f"],"phrases":["API still immature for developer workflows"]},{"name":"Interface and design","listing":1,"denominator":7,"entityIds":["cmuohg0xd00arofmy7sovwu65"],"phrases":["No non-English interface"]},{"name":"Mobile apps","listing":1,"denominator":7,"entityIds":["cmuohg16o00axofmy3cqvtbr5"],"phrases":["Mobile interface and loading issues on some platforms"]},{"name":"Not suited for vector output needs","listing":1,"denominator":7,"entityIds":["cmuohg0or00anofmy9iv07j2f"],"phrases":["Not suited for vector output needs"]},{"name":"outputs public by default unless paying extra","listing":1,"denominator":7,"entityIds":["cmuohg14000avofmyrkakyfgk"],"phrases":["outputs public by default unless paying extra"]},{"name":"Platform seen as consumer/designer-oriented rather than developer-first","listing":1,"denominator":7,"entityIds":["cmuohg0or00anofmy9iv07j2f"],"phrases":["Platform seen as consumer/designer-oriented rather than developer-first"]},{"name":"Price increases","listing":1,"denominator":7,"entityIds":["cmuohg10e00atofmyigpa66xa"],"phrases":["Per-seat pricing increase after Teams-to-Business rename"]},{"name":"Pro plan repriced upward over time","listing":1,"denominator":7,"entityIds":["cmuohg10e00atofmyigpa66xa"],"phrases":["Pro plan repriced upward over time"]},{"name":"risk of trademark/character infringement in outputs","listing":1,"denominator":7,"entityIds":["cmuohg14000avofmyrkakyfgk"],"phrases":["risk of trademark/character infringement in outputs"]},{"name":"Single-user license restriction on Pro plan","listing":1,"denominator":7,"entityIds":["cmuohg10e00atofmyigpa66xa"],"phrases":["Single-user license restriction on Pro plan"]}],"complaintVocabularyVersion":2,"whiteSpace":{"rows":[{"theme":{"name":"Free tier, trial and paywalled features","listing":5,"denominator":7,"entityIds":["cmuohg0rn00apofmyyxn8icgo","cmuohg0xd00arofmy7sovwu65","cmuohg10e00atofmyigpa66xa","cmuohg14000avofmyrkakyfgk","cmuohg16o00axofmy3cqvtbr5"],"phrases":["Collaboration features paywalled behind higher tiers","free competitors (ChatGPT, Gemini) now adequate for casual use","Free logo tools produce low-quality or broken output","free tier images are public and cannot be deleted","Limited customization in simple/free tools","no free trial/tier for commercial use","Video model access gated behind higher (Pro+) plans"]},"declared":[{"name":"commercial usage rights on free tier","listing":1,"denominator":7,"entityIds":["cmuohg0rn00apofmyyxn8icgo"],"sharedWords":["free"]},{"name":"Templates library (140M+ premium)","listing":1,"denominator":7,"entityIds":["cmuohg10e00atofmyigpa66xa"],"sharedWords":["premium"]}],"answeredBy":"price"},{"theme":{"name":"Usage limits and caps","listing":4,"denominator":7,"entityIds":["cmuohg0m500alofmyw2l31ve5","cmuohg0rn00apofmyyxn8icgo","cmuohg0xd00arofmy7sovwu65","cmuohg10e00atofmyigpa66xa"],"phrases":["Compute credits deplete quickly on lower tiers","credit expiry confusion","credit system complexity (slow vs priority credits)","Monthly AI credit caps limiting output","no free tier/trial limits casual experimentation"]},"declared":[{"name":"Commercial usage rights","listing":1,"denominator":7,"entityIds":["cmuohg16o00axofmy3cqvtbr5"],"sharedWords":["usage"]},{"name":"commercial usage rights on free tier","listing":1,"denominator":7,"entityIds":["cmuohg0rn00apofmyyxn8icgo"],"sharedWords":["usage"]},{"name":"Token-based credit pricing with unlimited first-party relaxed generation","listing":1,"denominator":7,"entityIds":["cmuohg0or00anofmy9iv07j2f"],"sharedWords":["credit"]}],"answeredBy":"price"},{"theme":{"name":"Accuracy and output quality","listing":3,"denominator":7,"entityIds":["cmuohg0m500alofmyw2l31ve5","cmuohg0xd00arofmy7sovwu65","cmuohg14000avofmyrkakyfgk"],"phrases":["Occasional output quality inconsistency","video generation quality lags dedicated video tools (Kling, Veo)","weak prompt-text accuracy relative to alternatives"]},"declared":[{"name":"text rendering/typography accuracy","listing":1,"denominator":7,"entityIds":["cmuohg0rn00apofmyyxn8icgo"],"sharedWords":["accuracy"]}],"answeredBy":"capability"},{"theme":{"name":"Price level","listing":2,"denominator":7,"entityIds":["cmuohg0m500alofmyw2l31ve5","cmuohg0or00anofmy9iv07j2f"],"phrases":["Token math perceived as confusing relative to actual cost","video generation cost too high relative to quality"]},"declared":[{"name":"Token-based credit pricing with unlimited first-party relaxed generation","listing":1,"denominator":7,"entityIds":["cmuohg0or00anofmy9iv07j2f"],"sharedWords":["pricing"]}],"answeredBy":"price"}],"unansweredCount":0,"belowFloor":17},"entities":[{"id":"cmuohg0m500alofmyw2l31ve5","slug":"midjourney","name":"Midjourney","kind":"competitor","site":"https://midjourney.com","lastWatchedAt":"2026-09-30T23:27:20.100Z","addedBy":"definition"},{"id":"cmuohg0or00anofmy9iv07j2f","slug":"leonardo","name":"Leonardo","kind":"competitor","site":"https://leonardo.ai","lastWatchedAt":"2026-09-30T23:27:20.100Z","addedBy":"definition"},{"id":"cmuohg0rn00apofmyyxn8icgo","slug":"ideogram","name":"Ideogram","kind":"competitor","site":"https://ideogram.ai","lastWatchedAt":"2026-09-30T23:27:20.100Z","addedBy":"definition"},{"id":"cmuohg0xd00arofmy7sovwu65","slug":"krea","name":"Krea","kind":"competitor","site":"https://krea.ai","lastWatchedAt":"2026-09-30T23:27:20.100Z","addedBy":"definition"},{"id":"cmuohg10e00atofmyigpa66xa","slug":"canva","name":"Canva","kind":"adjacent","site":"https://canva.com","lastWatchedAt":"2026-09-30T23:27:20.100Z","addedBy":"definition"},{"id":"cmuohg14000avofmyrkakyfgk","slug":"commercial-rights-to-generated-images","name":"Commercial rights to generated images","kind":"discourse","site":null,"lastWatchedAt":"2026-09-30T23:27:20.100Z","addedBy":"definition"},{"id":"cmuohg16o00axofmy3cqvtbr5","slug":"small-businesses-making-their-own-visuals","name":"Small businesses making their own visuals","kind":"segment","site":null,"lastWatchedAt":"2026-09-30T23:27:20.100Z","addedBy":"definition"}],"entrants":{"placed":[],"sighted":[{"name":"Meta Muse Image","kind":"competitor","site":"https://ai.meta.com/","sourceUrl":"https://about.fb.com/news/2026/07/introducing-muse-image-meta-ai/","firstSeenAt":"2026-10-05T06:15:59.517Z"},{"name":"GPT Image 2 (ChatGPT Images 2.0)","kind":"competitor","site":"https://openai.com/","sourceUrl":"https://en.wikipedia.org/wiki/GPT_Image","firstSeenAt":"2026-10-05T06:15:59.517Z"},{"name":"Nano Banana 2 (Gemini 3.1 Flash Image)","kind":"competitor","site":"https://gemini.google.com/","sourceUrl":"https://datanorth.ai/blog/top-10-best-ai-image-generation-tools-2026","firstSeenAt":"2026-10-05T06:15:59.517Z"},{"name":"Recraft V4.1","kind":"competitor","site":"https://recraft.ai/","sourceUrl":"https://datanorth.ai/blog/top-10-best-ai-image-generation-tools-2026","firstSeenAt":"2026-10-05T06:15:59.517Z"},{"name":"Flux.2 Pro / FLUX 3 (Black Forest Labs)","kind":"competitor","site":"https://bfl.ai/","sourceUrl":"https://datanorth.ai/blog/top-10-best-ai-image-generation-tools-2026","firstSeenAt":"2026-10-05T06:15:59.517Z"}]},"entries":{"observed":0,"inference":0,"sourceBroken":0,"byTag":[],"byCategory":[]},"pricing":{"readEntities":7,"withPricing":6,"changesInMonth":0,"companiesChangedInMonth":0,"withheldReason":null,"companies":[{"entityId":"cmuohg0m500alofmyw2l31ve5","name":"Midjourney","kind":"competitor","site":"https://midjourney.com","changesInMonth":0,"latest":{"claim":"Midjourney's official plan comparison lists four paid tiers — Basic ($10/mo), Standard ($30/mo), Pro ($60/mo), Mega ($120/mo) — with 20% off annual billing ($8/$24/$48/$96 per month respectively), and no free tier or trial.","tag":"FACT","sourceUrl":"https://uxmagic.ai/blog/midjourney-pricing","observedAt":"2026-09-30T23:27:20.100Z"}},{"entityId":"cmuohg0or00anofmy9iv07j2f","name":"Leonardo","kind":"competitor","site":"https://leonardo.ai","changesInMonth":0,"latest":{"claim":"Leonardo's current pricing structure is Free ($0, 150 tokens/day), Essential ($12/mo), Premium ($30/mo), and Ultimate ($60/mo), with annual billing up to 20% cheaper, plus Team Starter (~$72/mo) and Team Growth (~$144/mo) seat-based plans and a separate pay-as-you-go API.","tag":"COMPANY CLAIM","sourceUrl":"https://fluxnote.io/guides/leonardo-ai-pricing-guide-2026","observedAt":"2026-09-30T23:27:20.100Z"}},{"entityId":"cmuohg0xd00arofmy7sovwu65","name":"Krea","kind":"competitor","site":"https://krea.ai","changesInMonth":0,"latest":{"claim":"Krea's current plan structure is Free (100 compute units/day), Basic, Pro, and Max as individual tiers plus Business and Enterprise for teams, with credits, LoRA training, and upscaling resolution scaling by tier.","tag":"COMPANY CLAIM","sourceUrl":"https://www.krea.ai/","observedAt":"2026-09-30T23:27:20.100Z"}},{"entityId":"cmuohg10e00atofmyigpa66xa","name":"Canva","kind":"adjacent","site":"https://canva.com","changesInMonth":0,"latest":{"claim":"Canva's current plan structure is Free ($0), Pro (~$18/month or $144/year for a single user), Business/formerly Teams (~$25/user/month or $250/user/year, no seat minimum), and Enterprise (custom-quoted, generally aimed at 50+ or 150+ seats).","tag":"COMPANY CLAIM","sourceUrl":"https://felloai.com/canva-pricing/","observedAt":"2026-09-30T23:27:20.100Z"}},{"entityId":"cmuohg14000avofmyrkakyfgk","name":"Commercial rights to generated images","kind":"discourse","site":null,"changesInMonth":0,"latest":{"claim":"Midjourney's paid tiers range from a $10/month Basic plan up to a $120/month Mega plan, with the $30 Standard plan including unlimited Relax Mode generation, and commercial use rights require at least the paid Basic tier since the platform has no free trial.","tag":"FACT","sourceUrl":"https://www.myarchitectai.com/blog/midjourney-pricing","observedAt":"2026-09-30T23:27:20.100Z"}},{"entityId":"cmuohg16o00axofmy3cqvtbr5","name":"Small businesses making their own visuals","kind":"segment","site":null,"changesInMonth":0,"latest":{"claim":"Baseline: AI image generator pricing for small businesses ranges from free tiers to roughly $159/month (e.g. DeeVid AI free to $159/month, Canva AI from $9.99/month, Leonardo.ai free to $24/month, Midjourney from $10/month, Adobe Firefly from $4.99/month).","tag":"FACT","sourceUrl":"https://aiflowreview.com/ai-image-generator-small-business/","observedAt":"2026-09-30T23:27:20.100Z"}},{"entityId":"cmuohg0rn00apofmyyxn8icgo","name":"Ideogram","kind":"competitor","site":"https://ideogram.ai","changesInMonth":0,"latest":null}]},"funding":{"quartersConsidered":8,"readQuarters":1,"totalRounds":0,"currencies":[],"withheldReason":"Withheld: something was read in 1 of the last 8 quarters. A series needs at least 2 to say anything a single reading does not.","quarters":[]},"marketSize":{"readAt":null,"publishers":[]}}