{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-bing-image-creator","slug":"bing-image-creator","name":"Bing Image Creator","type":"webapp","url":"https://www.bing.com/images/create","page_url":"https://unfragile.ai/bing-image-creator","categories":["image-generation"],"tags":[],"pricing":{"model":"unknown","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-bing-image-creator__cap_0","uri":"capability://image.visual.multi.model.text.to.image.generation.with.user.selectable.backends","name":"multi-model text-to-image generation with user-selectable backends","description":"Routes user text prompts to one of three selectable diffusion-based image generation models (DALL-E 3, MAI-Image-1, or GPT-4o) via a unified web interface. The system abstracts model selection as a user-facing parameter, allowing creators to choose based on stated strengths (DALL-E 3 for stylization, MAI-Image-1 for detail/lighting, GPT-4o for character consistency). Each model request is processed asynchronously with configurable priority (Fast or Standard tier), generating 4 images per request by default with user-selectable aspect ratios (1:1, 7:4, 4:7, 3:2, 2:3).","intents":["I want to generate stylized artwork quickly without learning a specific tool's syntax","I need multiple image variations for social media content and want to compare different model outputs","I'm creating character-consistent visual content and need a model optimized for that specific task","I want to generate images in specific aspect ratios for different platforms (Instagram, TikTok, etc.)"],"best_for":["casual content creators without design experience","social media managers needing rapid image iteration","marketing teams prototyping visual concepts","Bing/Microsoft Rewards ecosystem users"],"limitations":["User cannot mix multiple models in a single request — must choose one model per generation","Prompt length limits are undocumented; behavior with extremely long prompts unknown","Model selection is opaque — no access to underlying model parameters, temperature, or guidance scales","No batch API for programmatic multi-model comparison","Output resolution and quality tiers are undocumented"],"requires":["Web browser with JavaScript enabled","Microsoft account (for Bing integration and Rewards tracking)","Internet connectivity to Microsoft-hosted backend","Regional availability (service geofenced; error: 'Image Creator isn't available in your region — yet')"],"input_types":["text (freeform natural language prompts)","categorical selection (model choice, aspect ratio, priority tier)"],"output_types":["image (4 static 2D images per request in specified aspect ratio)"],"categories":["image-visual","model-selection-abstraction"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-bing-image-creator__cap_1","uri":"capability://image.visual.reference.image.guided.generation.with.style.content.conditioning","name":"reference image-guided generation with style/content conditioning","description":"Accepts up to 2 user-uploaded reference images that condition the generation process, enabling style transfer, content guidance, or visual consistency. The system processes reference images through an undocumented conditioning pipeline (likely embedding-based or direct concatenation with the text prompt) to influence the generated output's visual characteristics. Users can upload images to guide composition, aesthetic, or character appearance without explicit control over conditioning strength or method.","intents":["I want to generate images in the style of a reference photo or artwork I provide","I need to maintain visual consistency across multiple generated images (e.g., same character in different poses)","I want to remix or enhance an existing image using AI without manually editing it","I'm creating a mood board and need variations that match a specific visual reference"],"best_for":["content creators iterating on visual concepts with reference materials","designers prototyping style variations without manual editing","teams maintaining brand consistency across generated assets"],"limitations":["Maximum 2 reference images per request — behavior with multiple images (sequential, parallel, merged) is undocumented","No explicit control over conditioning strength (e.g., 'strongly match style' vs. 'loosely inspired by')","Reference image processing method unknown — unclear if images are embedded, concatenated, or processed via separate encoder","No feedback on how strongly the reference influenced the output","Privacy warning: 'The images you provide may be used to improve Bing image processing services' — reference images are retained for model improvement"],"requires":["Web browser with file upload capability","Image file in common format (JPEG, PNG; specific formats/sizes undocumented)","Microsoft account with Bing Image Creator access"],"input_types":["image (up to 2 reference images for conditioning)","text (prompt describing desired output)"],"output_types":["image (4 generated images influenced by reference style/content)"],"categories":["image-visual","style-transfer"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-bing-image-creator__cap_10","uri":"capability://image.visual.image.enhancement.and.remixing.with.style.application","name":"image enhancement and remixing with style application","description":"Enables users to 'enhance, remix, or reimagine' existing images by uploading them as reference images and applying style transformations through template-based or custom prompts. The system processes the reference image through a conditioning pipeline (method undocumented) and generates new variations that maintain content elements while applying requested style changes. This differs from standard reference image conditioning by explicitly framing the operation as 'enhancement' or 'remixing' rather than style transfer, suggesting the system preserves more content fidelity than pure style transfer.","intents":["I want to enhance a low-quality image by regenerating it with AI","I want to apply a different artistic style to an existing image without manual editing","I want to remix an image with new elements while maintaining its core composition","I'm iterating on a design and want AI to generate variations"],"best_for":["designers iterating on visual concepts","content creators enhancing existing assets","teams maintaining visual consistency while exploring style variations"],"limitations":["Enhancement/remixing mechanics are undocumented — unclear how much content is preserved vs. regenerated","No explicit control over enhancement strength (e.g., 'subtle enhancement' vs. 'radical remix')","Reference image processing method unknown — unclear if enhancement uses embedding, concatenation, or other conditioning","Maximum 2 reference images per request — behavior with multiple images unclear","No feedback on how much the enhancement changed the original image","Reference images are retained for model improvement — privacy implications for proprietary designs"],"requires":["Existing image to enhance/remix","Text prompt describing desired enhancement or style","Microsoft account with Bing Image Creator access"],"input_types":["image (existing image to enhance/remix)","text (prompt describing enhancement or style)"],"output_types":["image (4 enhanced/remixed variations)"],"categories":["image-visual","image-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-bing-image-creator__cap_11","uri":"capability://automation.workflow.load.aware.service.degradation.with.queue.overflow.handling","name":"load-aware service degradation with queue overflow handling","description":"Implements graceful degradation under high load by returning error messages ('We're experiencing a high volume of requests so we're unable to create right now', 'Your video queue is full') rather than queuing indefinitely or timing out. The system monitors backend capacity and rejects new requests when queues are full, forcing users to retry later. This prevents cascading failures but creates user-facing errors during peak usage. No explicit SLA or queue capacity limits are documented.","intents":["I want to understand why my generation request failed","I need to know when to retry after a service overload","I'm planning bulk generation and want to understand service reliability"],"best_for":["users with flexible timelines who can retry during off-peak hours","teams planning generation during non-peak times"],"limitations":["No SLA or guaranteed uptime — service can degrade at any time","Queue capacity limits are undocumented — users cannot predict when service will degrade","No queue position visibility — users don't know how many requests are ahead of them","No estimated wait time — error messages don't indicate when to retry","No priority queue for paid users — all users subject to same degradation","Degradation is binary (accept or reject) — no graceful queuing with wait time estimates"],"requires":["Patience for service degradation during peak usage","Ability to retry requests manually"],"input_types":["implicit (system load)"],"output_types":["status message (service overload error)"],"categories":["automation-workflow","reliability-resilience"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-bing-image-creator__cap_2","uri":"capability://image.visual.template.driven.prompt.scaffolding.with.pre.written.style.categories","name":"template-driven prompt scaffolding with pre-written style categories","description":"Provides a library of pre-written prompt templates organized by visual style categories (Watercolor, Oil Painting, Anime, Cartoon, Sketch, Ukiyo-e Print, Comedy Cast, Job Swap Caricature, etc.) that users can select and customize. Templates serve as scaffolding for users unfamiliar with prompt engineering, reducing the cognitive load of writing effective text-to-image prompts. Users can select a template, optionally modify it, and generate images without crafting prompts from scratch.","intents":["I want to create stylized images but don't know how to write effective prompts","I need to generate images in a specific artistic style (watercolor, anime, oil painting) without learning style keywords","I want quick starting points for image generation and then customize from there","I'm creating themed content (birthday cards, job swap caricatures) and need pre-structured prompts"],"best_for":["non-technical users new to AI image generation","content creators wanting quick starting points without prompt engineering","teams creating themed content with consistent visual styles","users with limited English proficiency who benefit from example prompts"],"limitations":["Template library is fixed and curated by Microsoft — users cannot create or share custom templates","Template categories are predetermined (Watercolor, Oil Painting, etc.) — no user-defined style categories","No versioning or updates to templates visible to users","Templates may not cover niche artistic styles or specific use cases","Customization of templates is freeform text editing — no guided parameter modification"],"requires":["Web browser with JavaScript enabled","Microsoft account with Bing Image Creator access","Basic English literacy to understand and modify template text"],"input_types":["categorical selection (template category selection)","text (optional customization of template prompt)"],"output_types":["text (pre-written prompt for user review/modification)","image (4 generated images based on template)"],"categories":["image-visual","prompt-engineering-scaffolding"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-bing-image-creator__cap_3","uri":"capability://automation.workflow.hourly.quota.based.rate.limiting.with.tiered.priority.system","name":"hourly-quota-based rate limiting with tiered priority system","description":"Implements a freemium rate-limiting model with two priority tiers (Fast and Standard) and hourly replenishing quotas. Free users receive 3 'fast creations' per hour that complete in 'just a few minutes', while Standard tier requests queue asynchronously and complete in 'several hours'. The system tracks quota consumption per user (via Microsoft account) and enforces hard limits, displaying error messages when quotas are exhausted ('Your video queue is full'). Users can redeem Microsoft Rewards points to purchase 'boosts' that increase quota or accelerate generation, with a maximum boost cap ('you have the maximum number of boosts').","intents":["I want to generate a few images quickly without paying money","I need faster generation and am willing to spend Microsoft Rewards points","I want to understand my usage limits before hitting rate-limit errors","I'm planning bulk image generation and need to know quota constraints"],"best_for":["light users (<3 images/hour) who fit within free tier quotas","Bing/Microsoft Rewards ecosystem users who can earn boosts through searches","users willing to wait hours for Standard tier generation","content creators who can batch generation requests across multiple hours"],"limitations":["Free tier limited to 3 fast creations per hour — heavy users must wait or purchase boosts","Standard tier latency is measured in hours, not minutes — unsuitable for real-time workflows","Boost currency (Microsoft Rewards points) requires earning through Bing ecosystem — no direct USD pricing documented","Boost redemption rate unknown — unclear how many Bing searches or Rewards points equal 1 boost","Maximum boost cap enforced — users cannot accumulate unlimited boosts","Service degrades under high load ('We're experiencing a high volume of requests so we're unable to create right now') — no guaranteed SLA","Quota replenishment is hourly, not daily — users cannot bank unused quota"],"requires":["Microsoft account with Bing Image Creator access","Active Bing search activity to earn Rewards points (for boost redemption)","Patience for Standard tier (hours of latency)","Understanding of Microsoft Rewards point system and redemption mechanics"],"input_types":["categorical selection (priority tier: Fast or Standard)","implicit (user's quota balance, boost balance)"],"output_types":["status message (quota remaining, boost balance, wait time estimate)"],"categories":["automation-workflow","rate-limiting-monetization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-bing-image-creator__cap_4","uri":"capability://image.visual.asynchronous.batch.image.generation.with.configurable.output.quantity","name":"asynchronous batch image generation with configurable output quantity","description":"Processes image generation requests asynchronously, returning 4 images per request by default with user-configurable quantity (exact range unknown). The system queues requests based on priority tier (Fast or Standard), processes them in the backend, and returns completed images to the user interface without blocking the browser. Users can monitor generation progress and receive notifications when images are ready, enabling non-blocking workflows where users can continue browsing or submit additional requests while waiting.","intents":["I want to generate multiple image variations in a single request to compare outputs","I need to submit multiple generation requests without waiting for each to complete","I want to see progress on my generation request without blocking my browser","I'm creating content libraries and need to batch-generate multiple images efficiently"],"best_for":["content creators needing multiple variations for selection/curation","teams generating image libraries for marketing or design assets","users with multiple generation requests who want to parallelize across time"],"limitations":["Batch size is fixed at 4 images per request (or user-configurable, but range unknown)","No explicit control over batch size — users cannot request 1 image or 10 images","Asynchronous processing means no real-time feedback on generation progress","No batch API for programmatic submission of multiple requests","Queue management is opaque — no visibility into queue position or estimated wait time","Service degrades under load ('Your video queue is full') — no guaranteed queue capacity"],"requires":["Web browser with JavaScript and WebSocket support (for real-time notifications)","Microsoft account with Bing Image Creator access","Patience for asynchronous processing (minutes to hours depending on tier)"],"input_types":["text (prompt)","categorical selection (model, aspect ratio, priority tier, quantity)"],"output_types":["image (4 or user-configured quantity of images)"],"categories":["image-visual","batch-processing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-bing-image-creator__cap_5","uri":"capability://image.visual.aspect.ratio.selection.with.platform.optimized.presets","name":"aspect ratio selection with platform-optimized presets","description":"Provides 5 discrete aspect ratio presets (1:1, 7:4, 4:7, 3:2, 2:3) that users can select before generation, enabling output optimization for different platforms and use cases. The system enforces these presets rather than allowing arbitrary aspect ratios, simplifying the UI while ensuring generated images fit common platform dimensions (1:1 for Instagram, 7:4 for landscape, 4:7 for vertical mobile, etc.). Aspect ratio selection is a required parameter in the generation request.","intents":["I want to generate images optimized for Instagram (square) without manual cropping","I need landscape images for website headers and vertical images for mobile apps","I'm creating content for multiple platforms and want to generate in platform-native aspect ratios","I want to avoid wasting generation quota on images that need cropping"],"best_for":["social media managers creating platform-specific content","web designers needing images in specific aspect ratios","content creators optimizing for multiple platforms"],"limitations":["Only 5 preset aspect ratios available — users cannot request custom ratios (e.g., 16:9, 9:16, 4:5)","Presets are fixed by Microsoft — no user-defined aspect ratio creation","No aspect ratio recommendations based on platform (users must know which ratio fits which platform)","Aspect ratio selection is required — users cannot generate 'auto' aspect ratio"],"requires":["Web browser with UI support for aspect ratio selection","Knowledge of which aspect ratio fits desired platform (e.g., 1:1 for Instagram)"],"input_types":["categorical selection (aspect ratio: 1:1, 7:4, 4:7, 3:2, or 2:3)"],"output_types":["image (4 images in selected aspect ratio)"],"categories":["image-visual","parameter-selection"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-bing-image-creator__cap_6","uri":"capability://safety.moderation.content.safety.filtering.and.sensitive.content.warnings","name":"content safety filtering and sensitive content warnings","description":"Implements content moderation to prevent generation of images violating usage policies (exact policies undocumented). The system displays warnings to users ('use caution before sharing information you consider sensitive') and enforces restrictions on reference images ('use caution before sharing images of others without consent'). Safety filtering is applied at generation time, with rejected requests returning error messages rather than images. The system also warns users that uploaded images may be retained for model improvement ('The images you provide may be used to improve Bing image processing services').","intents":["I want to understand what content I can and cannot generate","I need to know if my reference images will be retained or deleted","I want to generate content safely without violating platform policies","I'm concerned about privacy and want to know how my data is used"],"best_for":["users generating content for public platforms with content policies","teams needing to understand safety constraints before bulk generation","users concerned about privacy and data retention"],"limitations":["Content policies are undocumented — users must infer restrictions through trial and error or error messages","Safety filtering is opaque — no explanation of why a request was rejected","No appeal mechanism for rejected requests — users cannot contest safety decisions","Reference images are retained for model improvement — no opt-out or deletion mechanism documented","Privacy warning is generic ('use caution before sharing information you consider sensitive') — no specific guidance on what constitutes sensitive data","No explicit data retention policy — unclear how long images are stored or if users can request deletion"],"requires":["Understanding of platform content policies (undocumented)","Acceptance of data retention for model improvement"],"input_types":["text (prompt)","image (reference images)"],"output_types":["status message (safety warning or rejection reason)"],"categories":["safety-moderation","content-filtering"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-bing-image-creator__cap_7","uri":"capability://image.visual.video.generation.with.mobile.exclusive.distribution","name":"video generation with mobile-exclusive distribution","description":"Generates 8-second video clips in 9:16 aspect ratio (vertical mobile format) exclusively through the Bing mobile app, separate from the web-based image generation service. Video generation uses the same underlying models and prompt system as image generation but produces temporal sequences rather than static images. The feature is geofenced and subject to separate quota/rate-limiting (exact limits undocumented). Video generation is not available on the web interface, requiring users to switch to the mobile app.","intents":["I want to generate short video clips for TikTok, Instagram Reels, or YouTube Shorts","I need animated versions of my image concepts in vertical mobile format","I'm creating video content and want to use AI to generate variations"],"best_for":["mobile-first content creators (TikTok, Instagram Reels, YouTube Shorts)","users with Bing mobile app installed","creators needing short-form vertical video content"],"limitations":["Mobile-only — no web interface for video generation","Fixed duration (8 seconds) — users cannot customize video length","Fixed aspect ratio (9:16) — no landscape or square video options","Separate quota system from image generation — unclear if quotas are shared or independent","Video generation pricing/boost mechanics undocumented","Regional availability geofenced (same as image generation)","No explicit control over animation style, speed, or motion characteristics"],"requires":["Bing mobile app (iOS or Android; specific versions unknown)","Mobile device with sufficient storage and processing power","Microsoft account with Bing Image Creator access","Regional availability (geofenced)"],"input_types":["text (prompt)","categorical selection (model, priority tier)"],"output_types":["video (8-second clip in 9:16 aspect ratio)"],"categories":["image-visual","video-generation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-bing-image-creator__cap_8","uri":"capability://tool.use.integration.microsoft.rewards.integration.for.boost.currency.and.quota.acceleration","name":"microsoft rewards integration for boost currency and quota acceleration","description":"Integrates with the Microsoft Rewards ecosystem to enable users to redeem Rewards points for 'boosts' that accelerate image generation or increase quota. Users earn Rewards points through Bing searches, daily activities, and other Microsoft ecosystem participation. Boosts are consumable currency that can be redeemed to skip the hourly quota limit or accelerate generation from Standard to Fast tier. The system enforces a maximum boost cap ('you have the maximum number of boosts'), preventing unlimited accumulation. Boost redemption mechanics and point-to-boost conversion rates are undocumented.","intents":["I want to accelerate image generation without paying money directly","I'm already using Bing Search and want to monetize my search activity","I need faster generation for urgent content creation and want to use accumulated Rewards points","I want to understand how many Bing searches I need to generate X images"],"best_for":["Bing Search users already earning Rewards points","users willing to invest time in Bing ecosystem for boost currency","content creators with flexible timelines who can batch generation across hours"],"limitations":["Boost currency is earned through Bing ecosystem — no direct USD pricing","Boost redemption rate unknown — unclear how many Rewards points equal 1 boost or 1 image","Maximum boost cap enforced — users cannot accumulate unlimited boosts for future use","Boost mechanics are opaque — unclear if boosts increase quota or just accelerate generation","Requires active Bing Search participation — users not using Bing cannot earn boosts","No boost marketplace or trading — boosts are account-specific and non-transferable","Boost expiration policy unknown — unclear if unused boosts expire"],"requires":["Microsoft account with Bing Image Creator access","Active Bing Search usage to earn Rewards points","Understanding of Microsoft Rewards point system and redemption mechanics","Patience for Rewards point accumulation (conversion rate unknown)"],"input_types":["categorical selection (boost redemption)","implicit (user's Rewards point balance)"],"output_types":["status message (boost balance, quota acceleration confirmation)"],"categories":["tool-use-integration","monetization-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-bing-image-creator__cap_9","uri":"capability://automation.workflow.regional.availability.enforcement.with.geofencing","name":"regional availability enforcement with geofencing","description":"Restricts access to Bing Image Creator based on user geography, displaying error messages to users in unsupported regions ('Image Creator isn't available in your region — yet'). The system uses IP-based geofencing to determine user location and enforce access restrictions. Supported regions are undocumented, and no timeline is provided for regional expansion. Users in restricted regions cannot access the service regardless of account status or Rewards balance.","intents":["I want to know if Image Creator is available in my region","I'm traveling and want to understand why I can't access the service","I'm planning to use Image Creator and need to verify regional availability"],"best_for":["users in supported regions (undocumented)","teams planning global content creation workflows"],"limitations":["Supported regions are undocumented — users must discover availability through trial and error","Geofencing is IP-based — VPN usage may bypass restrictions but violates terms of service","No timeline for regional expansion — error message says 'yet' but provides no ETA","No appeal mechanism for regional restrictions — users cannot request early access","Geofencing applies to all features (images, videos, templates) — no partial regional availability"],"requires":["IP address in supported region","No VPN or proxy that masks geographic location"],"input_types":["implicit (user's IP address for geolocation)"],"output_types":["status message (access granted or regional restriction error)"],"categories":["automation-workflow","access-control"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":25,"verified":false,"data_access_risk":"high","permissions":["Web browser with JavaScript enabled","Microsoft account (for Bing integration and Rewards tracking)","Internet connectivity to Microsoft-hosted backend","Regional availability (service geofenced; error: 'Image Creator isn't available in your region — yet')","Web browser with file upload capability","Image file in common format (JPEG, PNG; specific formats/sizes undocumented)","Microsoft account with Bing Image Creator access","Existing image to enhance/remix","Text prompt describing desired enhancement or style","Patience for service degradation during peak usage"],"failure_modes":["User cannot mix multiple models in a single request — must choose one model per generation","Prompt length limits are undocumented; behavior with extremely long prompts unknown","Model selection is opaque — no access to underlying model parameters, temperature, or guidance scales","No batch API for programmatic multi-model comparison","Output resolution and quality tiers are undocumented","Maximum 2 reference images per request — behavior with multiple images (sequential, parallel, merged) is undocumented","No explicit control over conditioning strength (e.g., 'strongly match style' vs. 'loosely inspired by')","Reference image processing method unknown — unclear if images are embedded, concatenated, or processed via separate encoder","No feedback on how strongly the reference influenced the output","Privacy warning: 'The images you provide may be used to improve Bing image processing services' — reference images are retained for model improvement","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.34,"ecosystem":0.25,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-06-17T09:51:02.371Z","last_scraped_at":"2026-05-03T14:00:20.516Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=bing-image-creator","compare_url":"https://unfragile.ai/compare?artifact=bing-image-creator"}},"signature":"Z5UwhSxS1ExLIvEoUNR6CvmUesBI6vzbf+zATEOOl68/yun5oUlEuRe/3GO49d9mp5WPwee1K46mmQ9+upPlCg==","signedAt":"2026-06-22T10:38:09.822Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/bing-image-creator","artifact":"https://unfragile.ai/bing-image-creator","verify":"https://unfragile.ai/api/v1/verify?slug=bing-image-creator","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}