Source check
Every listed row should trace back to an official provider pricing, docs, model, or API page before it becomes a comparison row.
Official prices plus workload math
Image API Pricing Calculator: 16 Official Rows
Use this page to compare official image generation rows, then estimate cost from the work a real product creates: final images, input images, creative retries, and batch usage where providers publish it.
Price rows
16
Providers
11
Official sources
12
Last updated
2026-07-04T06:36:11.407Z
Last source check: 2026-07-04
What changed in this update
Refreshed 16 official images price rows.
Grouped rows across 11 providers and 12 official source pages.
Kept workload guidance tied to launch checks, real usage units, and official-source verification.
Monthly output images
Reference or edit images
Retries and rejects
Batch discounts when listed
What the price row misses
The useful number is the cost of a successful workflow, not the cleanest API row.
AI API pricing pages often look simple because they compare one published row at a time. This page keeps the official row visible, then adds the messy assumptions that show up in products: retries, long outputs, cache misses, batches, and review loops.
Unit check
Rows are kept in their original billing units when conversion would hide an important difference, such as per-second video or per-image generation.
Workload check
The calculator starts from product behavior: retries, cache hits, long prompts, output length, batch jobs, and rejected generations.
Launch check
Before a production rollout, reopen the official source because provider prices, cache rules, model names, and eligibility can change quickly.
Pricing validation playbook
Validate the bill with your product workflow before choosing a provider.
Official rows are the starting point. The production decision comes from measuring the unit your users actually complete, the retries they create, and the quality gates you need before an output is accepted.
Define the unit
Cost per approved asset
Estimate the number of generated drafts, edits, rejected images, crops, and reference inputs needed before one image is accepted.
Instrument attempts
Track rejections and edit passes
Measure attempts per product photo, ad, thumbnail, avatar, or mockup because creative approval loops often dominate the real cost.
Compare modes
Test the quality setting people will see
Compare default, premium, editing, reference-image, and batch modes separately instead of treating one per-image row as universal.
Review rights
Check source terms and policy
Before production use, confirm provider terms, moderation behavior, commercial rights, privacy limits, and brand review needs.
Image workflow cheat sheet
Price the approved asset, not the first generated image.
Image API costs depend on what happens before one asset is accepted. Product shots, ads, UI mockups, avatars, and catalog jobs all create different retry loops, reference inputs, and approval rules.
Workload
Product photos or catalog images
What moves the bill
Reference images, edits, background changes, and approval retries.
Measure first
Approved assets per SKU or campaign.
Workload
Ads and social creative
What moves the bill
Rejected drafts, alternate crops, prompt variants, and brand review.
Measure first
Attempts per approved ad or thumbnail.
Workload
App screenshots or UI mockups
What moves the bill
Style consistency, editing passes, and prompt-controlled layout changes.
Measure first
Approved variants per release or landing page.
Workload
Avatars or profile images
What moves the bill
Face or reference inputs, moderation, regeneration, and user rejection.
Measure first
Attempts per accepted user asset.
Workload
Batch catalog enrichment
What moves the bill
Monthly volume, batch eligibility, failed jobs, and output size.
Measure first
Images processed per month and allowed turnaround time.
Workload assumptions
Set expected usage; each row estimates monthly cost from official unit prices.
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Image score coverage - official prices where captured
19 image model candidates and price rows - checked 2026-07-04 - sorted by Images score order.
| Model | Provider | Published price | Region | Source | Notes | |
|---|---|---|---|---|---|---|
OpenAI Proprietary API and apps | Image: $8 input / $2 cached / $30 output per 1M tokens Highest-confidence general image generation. | Token priced | Global | OpenAI API pricing Checked 2026-07-04 | Text input is priced separately on the OpenAI table. | |
Proprietary API and apps | $0.067 per 1K image; $0.101 per 2K; $0.151 per 4K Google ecosystem image generation and multimodal workflows. | $69.68 | Gemini API paid tier | Gemini API pricing Checked 2026-07-04 | Calculator uses the official 1K image equivalent; 0.5K, 2K, and 4K outputs have separate official equivalents. | |
OpenAI Proprietary API and apps | Image: $8 input / $2 cached / $32 output per 1M tokens High-fidelity image generation when GPT Image 2 is unavailable or too costly. | Token priced | Global | OpenAI API pricing Checked 2026-07-04 | Text modality is priced separately on the same official OpenAI table. | |
HiDream Model/service dependent | $0.005 per megapixel High-quality image generation outside the largest US labs. | $5.20 | fal.ai hosted API | fal.ai HiDream O1 Image API Checked 2026-07-04 | HiDream.ai links fal.ai as a hosted API route; calculator assumes 1MP output images, so 2K outputs scale by megapixels. | |
Reve Proprietary app/API | 120 credits, about $0.16 per v2 create image High-aesthetic prompt-driven image generation. | $166 | Reve API beta | Reve API pricing Checked 2026-07-04 | Official API pricing page lists v2 Create at 120 credits, about $0.16; V1 Create is lower but not the Reve 2.0 row. | |
Proprietary API and apps | $0.134 per 1K/2K image; $0.24 per 4K image Google image generation workflows with strong prompt-following needs. | $139 | Gemini API paid tier | Gemini API pricing Checked 2026-07-04 | Image input is set at 560 tokens, equivalent to $0.0011 per image. | |
xAI Proprietary API and apps | $0.01 input image / $0.05 1K output / $0.07 2K output xAI image generation comparisons where visual preference scores matter. | $52.00 | xAI API | xAI API pricing Checked 2026-07-04 | Calculator uses the official 1K quality output price; 2K quality output is $0.07 per image. | |
Proprietary API and apps | $0.134 per 1K/2K image; $0.24 per 4K image Gemini image generation and multimodal creative workflows. | $139 | Gemini API paid tier | Gemini API pricing Checked 2026-07-04 | Image input is set at 560 tokens, equivalent to $0.0011 per image. | |
xAI Proprietary API and apps | $0.002 input image / $0.02 output image Fast xAI image generation and consumer creative workflows. | $20.80 | xAI API | xAI API pricing Checked 2026-07-04 | Quality mode is higher: $0.05 to $0.07 output image. | |
HiDream MIT | $0.005 per megapixel Open-weight oriented image generation experiments with available arena coverage. | $5.20 | fal.ai hosted API | fal.ai HiDream O1 Image API Checked 2026-07-04 | HiDream.ai links fal.ai as a hosted API route; calculator assumes 1MP output images, so 2K outputs scale by megapixels. | |
NVIDIA ecosystem Open weights listed by Artificial Analysis | $0.04 per generated image Open-weight oriented image generation experiments. | $41.60 | fal.ai hosted API | fal.ai Cosmos 3 Super API Checked 2026-07-04 | Prompt expansion adds $0.02 per request when enabled; agentic generation bills each candidate image generated. | |
Alibaba Proprietary API | $0.075 per image Alibaba image generation tests and multilingual prompt workflows. | $78.00 | International deployment | Alibaba Cloud Model Studio pricing Checked 2026-07-04 | International deployment endpoint and data storage are in Singapore; Mainland China is listed separately. | |
xAI Proprietary API and apps | $0.01 input image / $0.05 1K output / $0.07 2K output Higher-quality xAI image generation comparisons. | $52.00 | xAI API | xAI API pricing Checked 2026-07-04 | Calculator uses the official 1K quality output price; 2K quality output is $0.07 per image. | |
Tencent Model/service dependent | $0.0296 per image equivalent; official price is ¥0.20 per image Tencent image generation evaluation and open-model oriented comparisons. | $30.78 | Tencent Cloud China | Tencent Cloud Hunyuan Image pricing Checked 2026-07-04 | Official Tencent Cloud page lists Hunyuan image generation 3.0 at ¥0.20 per image for monthly usage under 10K. USD estimate uses 1 CNY = $0.1480 on 2026-06-15; concurrency add-ons are priced separately. | |
OpenAI Proprietary API and apps | Medium 1024x1024: $0.042; image tokens: $10 input / $2.50 cached / $40 output per 1M Older OpenAI image generation baseline comparisons. | $43.68 | Global | OpenAI GPT Image 1 model pricing Checked 2026-07-04 | Calculator uses the official medium 1024x1024 legacy per-image estimate; high 1024x1024 is $0.167 and high 1024x1536/1536x1024 is $0.25. | |
 Official price row | Official API | $0.04 per image Imagen 4 Fast is $0.02 and Ultra is $0.06 per image | $41.60 | Gemini API paid tier | Gemini API pricing Checked 2026-07-04 | Good calculator default because Google publishes a direct per-image price. |
ROfficial price row | Runway Official API | 5 credits per 720p image; 1 credit = $0.01 1080p image is 8 credits | $52.00 | Runway API | Runway API pricing Checked 2026-07-04 | Credit purchases may be subject to sales tax. |
 Official price row | Z.AI Official API | $0.015 per image Image generation model | $15.60 | Z.AI API | Z.AI pricing Checked 2026-07-04 | CogView-4 is listed at $0.01 per image on the same official page. |
SAOfficial price row | Stability AI Official API | 1 credit = $0.01; model credit cost shown on provider pricing page Hosted Stability AI image generation | Credit priced | Stability AI platform | Stability AI pricing Checked 2026-07-04 | Kept as source-verified credit pricing until the per-model credit table is parsed safely. |
Image production cost traps
Budget for approved assets, not just generated files.
A real image pipeline creates tests, rejects, edits, crops, and style variants before one final asset is accepted. Use this section to estimate the cost of the whole review loop instead of trusting the clean per-image row.
Final images are not the only images you pay for
Production workflows often create rejected drafts, alternate crops, style tests, and regenerated versions before one asset is approved.
Reference images can change the unit economics
Image-to-image, product mockups, avatar edits, and brand consistency flows may add input-image fees or higher-priced model modes.
Quality settings quietly raise the average cost
A provider can look cheap at the default size, then become a different budget decision once you use higher resolution, premium modes, or more complex prompts.
Creative review creates retry loops
Ads, thumbnails, product shots, and app screenshots usually need human review. Count the attempts that are discarded, not only the files you publish.
Creative cost workflow
Count the review loop before choosing a provider.
A better image pricing decision starts with the number of approved assets you need, then works backward through drafts, edits, reference images, and quality settings.
1Start with approved final assets per month, then estimate how many drafts each approved image usually needs.
2Separate pure text-to-image jobs from image editing, reference-image, and product mockup workflows.
3Compare the default price row against the quality mode users will actually see.
4Check the official source before you rely on the estimate because image sizes, credit rules, moderation behavior, and batch eligibility can change.
Image API pricing FAQ
Why is the cheapest image API not always the cheapest image workflow?
Because image workflows include rejected drafts, edits, reference images, size changes, and human approval loops. A low per-image price can lose once the number of attempts per approved asset is counted.
Should I estimate image API cost by generated images or approved images?
Use approved images for the business target, then multiply by the expected number of attempts. A product team might approve one final asset after three to ten generated versions.
When do input images matter for image API pricing?
Input images matter when you use editing, image-to-image, product mockups, avatar generation, style transfer, or brand-consistency workflows. They can change both the price row and which provider still fits.
Is batch image generation pricing safe for production estimates?
Batch pricing is useful for offline campaigns, catalog enrichment, and scheduled creative tests. For interactive image tools, estimate with realtime pricing unless the provider publishes latency and eligibility details that match your product.
How many image generations should I budget per approved asset?
Start with the number of drafts your creative process usually rejects. Ads, product images, and thumbnails often need several generations, edits, crops, or prompt variants before one asset is approved.
What image API price row should I use for a product feature?
Use the row that matches the quality mode, size, edit workflow, and input-image behavior users will actually see. Default text-to-image prices can understate real product cost.