{"id":879,"date":"2026-07-06T14:48:58","date_gmt":"2026-07-06T14:48:58","guid":{"rendered":"https:\/\/quickref.me\/blog\/?p=879"},"modified":"2026-07-06T14:48:58","modified_gmt":"2026-07-06T14:48:58","slug":"ai-image-generation-apis-cheat-sheet","status":"publish","type":"post","link":"https:\/\/quickref.me\/blog\/ai-image-generation-apis-cheat-sheet\/","title":{"rendered":"AI Image Generation APIs Cheat Sheet"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">This cheat sheet covers common patterns for calling image generation APIs \u2014 model IDs, request parameters, prompting syntax, and cost math.<\/span><\/p>\n<h2><b>Getting Started<\/b><\/h2>\n<h3><b>Image models {.row-span-2}<\/b><\/h3>\n<table>\n<tbody>\n<tr>\n<td><b>Model<\/b><\/td>\n<td><b>Known for<\/b><\/td>\n<td><b>API model ID<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">FLUX 1.1 Pro<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Photorealism, prompt adherence<\/span><\/td>\n<td><span style=\"font-weight: 400;\">flux-pro\/v1.1<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">FLUX Schnell<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Speed, drafts<\/span><\/td>\n<td><span style=\"font-weight: 400;\">flux\/schnell<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Stable Diffusion 3.5<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Styles, open weights<\/span><\/td>\n<td><span style=\"font-weight: 400;\">stable-diffusion-v35-large<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">DALL\u00b7E 3<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Instruction following<\/span><\/td>\n<td><span style=\"font-weight: 400;\">dall-e-3<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Imagen 4<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Clean detail<\/span><\/td>\n<td><span style=\"font-weight: 400;\">google\/imagen-4.0-generate-001<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Recraft V3<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Brand styles, SVG<\/span><\/td>\n<td><span style=\"font-weight: 400;\">recraft-v3<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"font-weight: 400;\">{.show-header}<\/span><\/p>\n<p><span style=\"font-weight: 400;\">IDs shown for a multi-provider endpoint; direct provider APIs use their own naming.<\/span><\/p>\n<h3><b>Basic call<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">curl https:\/\/api.aimlapi.com\/v1\/images\/generations \\<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0\u00a0-H &#8220;Authorization: Bearer $API_KEY&#8221; \\<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0\u00a0-H &#8220;Content-Type: application\/json&#8221; \\<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0\u00a0-d &#8216;{<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0\u00a0\u00a0\u00a0&#8220;model&#8221;: &#8220;flux-pro\/v1.1&#8221;,<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0\u00a0\u00a0\u00a0&#8220;prompt&#8221;: &#8220;isometric illustration of a data center, soft colors&#8221;,<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0\u00a0\u00a0\u00a0&#8220;size&#8221;: &#8220;1024&#215;1024&#8221;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0\u00a0}&#8217;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Image APIs are synchronous: one request, one response.<\/span><\/p>\n<h3><b>Basic call (Python)<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">import requests<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">resp = requests.post(<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0\u00a0\u00a0\u00a0&#8220;https:\/\/api.aimlapi.com\/v1\/images\/generations&#8221;,<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0\u00a0\u00a0\u00a0headers={&#8220;Authorization&#8221;: f&#8221;Bearer {API_KEY}&#8221;},<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0\u00a0\u00a0\u00a0json={<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0&#8220;model&#8221;: &#8220;flux-pro\/v1.1&#8221;,<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0&#8220;prompt&#8221;: &#8220;isometric illustration of a data center&#8221;,<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0&#8220;size&#8221;: &#8220;1024&#215;1024&#8221;,<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0\u00a0\u00a0\u00a0},<\/span><\/p>\n<p><span style=\"font-weight: 400;\">)<\/span><\/p>\n<p><span style=\"font-weight: 400;\">url = resp.json()[&#8220;data&#8221;][0][&#8220;url&#8221;]<\/span><\/p>\n<h3><b>Response handling<\/b><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">response_format<\/span><span style=\"font-weight: 400;\">: <\/span><span style=\"font-weight: 400;\">url<\/span><span style=\"font-weight: 400;\"> (default) or <\/span><span style=\"font-weight: 400;\">b64_json<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Result URLs usually <\/span><b>expire<\/b><span style=\"font-weight: 400;\"> (minutes\u2013hours) \u2014 download and store in your own bucket<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Failed generations are often still billed \u2014 validate prompts before batch runs<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Same prompt + <\/span><span style=\"font-weight: 400;\">seed<\/span><span style=\"font-weight: 400;\"> = same output; cache instead of regenerating<\/span><\/li>\n<\/ul>\n<h2><b>Parameters and Prompting<\/b><\/h2>\n<h3><b>Common parameters {.col-span-2}<\/b><\/h3>\n<table>\n<tbody>\n<tr>\n<td><b>Parameter<\/b><\/td>\n<td><b>Aliases<\/b><\/td>\n<td><b>What it does<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">size<\/span><\/td>\n<td><span style=\"font-weight: 400;\">width<\/span><span style=\"font-weight: 400;\"> + <\/span><span style=\"font-weight: 400;\">height<\/span><span style=\"font-weight: 400;\">, <\/span><span style=\"font-weight: 400;\">aspect_ratio<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Output dimensions; models allow fixed sets<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">n<\/span><\/td>\n<td><span style=\"font-weight: 400;\">num_images<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Batch count per request<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">seed<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u2014<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Same seed + prompt \u2248 same image<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">steps<\/span><\/td>\n<td><span style=\"font-weight: 400;\">num_inference_steps<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Quality vs speed (diffusion models)<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">guidance<\/span><\/td>\n<td><span style=\"font-weight: 400;\">cfg_scale<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Prompt adherence; too high = artifacts<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">negative_prompt<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u2014<\/span><\/td>\n<td><span style=\"font-weight: 400;\">What to avoid (SD family; some models ignore)<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">response_format<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u2014<\/span><\/td>\n<td><span style=\"font-weight: 400;\">url<\/span><span style=\"font-weight: 400;\"> (default, expires) or <\/span><span style=\"font-weight: 400;\">b64_json<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"font-weight: 400;\">{.show-header}<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Unsupported parameters are silently ignored \u2014 check the response, not the docs.<\/span><\/p>\n<h3><b>Prompt structure<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">[subject] [action], [environment], [style],<\/span><\/p>\n<p><span style=\"font-weight: 400;\">[lighting], [camera]<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">portrait of a violinist mid-performance,<\/span><\/p>\n<p><span style=\"font-weight: 400;\">concert hall bokeh, editorial photography,<\/span><\/p>\n<p><span style=\"font-weight: 400;\">dramatic rim lighting, 85mm f\/1.4<\/span><\/p>\n<p><span style=\"font-weight: 400;\"># Weighting (SD-family syntax)<\/span><\/p>\n<p><span style=\"font-weight: 400;\">(golden hour:1.3), (crowd:0.6)<\/span><\/p>\n<h3><b>Prompt add-ons<\/b><\/h3>\n<table>\n<tbody>\n<tr>\n<td><b>Goal<\/b><\/td>\n<td><b>Add<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Photorealism<\/span><\/td>\n<td><span style=\"font-weight: 400;\">35mm<\/span><span style=\"font-weight: 400;\">, <\/span><span style=\"font-weight: 400;\">f\/2.8<\/span><span style=\"font-weight: 400;\">, <\/span><span style=\"font-weight: 400;\">RAW photo<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Illustration<\/span><\/td>\n<td><span style=\"font-weight: 400;\">flat vector<\/span><span style=\"font-weight: 400;\">, <\/span><span style=\"font-weight: 400;\">isometric<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Brand consistency<\/span><\/td>\n<td><span style=\"font-weight: 400;\">fix <\/span><span style=\"font-weight: 400;\">seed<\/span><span style=\"font-weight: 400;\"> + reuse style block<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Clean composition<\/span><\/td>\n<td><span style=\"font-weight: 400;\">generous whitespace<\/span><span style=\"font-weight: 400;\">, <\/span><span style=\"font-weight: 400;\">centered<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"font-weight: 400;\">{.show-header}<\/span><\/p>\n<h2><b>Reference<\/b><\/h2>\n<h3><b>Cost ballpark<\/b><\/h3>\n<table>\n<tbody>\n<tr>\n<td><b>Media<\/b><\/td>\n<td><b>Range<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Image, standard 1024\u00b2<\/span><\/td>\n<td><span style=\"font-weight: 400;\">$0.02\u20130.08<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Image, premium models<\/span><\/td>\n<td><span style=\"font-weight: 400;\">$0.10\u20130.25<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"font-weight: 400;\">{.show-header}<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Published list prices at time of writing \u2014 verify with your provider<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Higher resolutions and quality tiers multiply the price<\/span><\/li>\n<\/ul>\n<h3><b>Common errors<\/b><\/h3>\n<table>\n<tbody>\n<tr>\n<td><b>Problem<\/b><\/td>\n<td><b>Fix<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">400 invalid size<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Models allow a fixed dimension list \u2014 check catalog<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Content policy rejection<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Rephrase; avoid real names, brands, violence<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">429<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Image rate limits are lower than LLM limits \u2014 queue jobs<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Expired result URL<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Download on completion, store yourself<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"font-weight: 400;\">{.show-header}<\/span><\/p>\n<h3><b>Video APIs<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Same auth and endpoint family, but asynchronous: submit a job, poll for status, download the result. Check your provider&#8217;s video docs for the job contract.<\/span><\/p>\n<h2><b>Also see<\/b><\/h2>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Black Forest Labs docs _(FLUX parameters)_<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/docs.aimlapi.com\/\"><span style=\"font-weight: 400;\">AI\/ML API docs<\/span><\/a><span style=\"font-weight: 400;\"> _(endpoint and model IDs used in the examples above)_<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This cheat sheet covers common patterns for calling image generation APIs \u2014 model IDs, request parameters, prompting syntax, and cost math. Getting Started Image models {.row-span-2} Model Known for API &hellip; <a href=\"https:\/\/quickref.me\/blog\/ai-image-generation-apis-cheat-sheet\/\" class=\"more-link\">Read More<\/a><\/p>\n","protected":false},"author":1,"featured_media":157,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[8,10,9],"class_list":["post-879","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","tag-ai","tag-api","tag-image","entry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI Image Generation APIs Cheat Sheet - Blog QuickRef<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/quickref.me\/blog\/ai-image-generation-apis-cheat-sheet\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Image Generation APIs Cheat Sheet - Blog QuickRef\" \/>\n<meta property=\"og:description\" content=\"This cheat sheet covers common patterns for calling image generation APIs \u2014 model IDs, request parameters, prompting syntax, and cost math. 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