MaxAPI vs fal.ai
Choose an API around the models and workflows your application needs. This documentation-based comparison explains integration differences; it does not establish which provider is faster, cheaper or more reliable.
Documentation reviewed:
API workflow
fal.ai documents direct inference and queue-based inference. In its client workflow, subscribe waits for a queued result, while submit returns a request for later tracking. These are not interchangeable with a simple base URL change.
MaxAPI documents image generation and editing at /v1/images/generations and /v1/images/edits, video generation at /v1/videos/generations, and Gemini-compatible requests at /v1beta/models/{model}:generateContent. Supported fields and routes depend on the model.
Model coverage on MaxAPI
Start with the public image and video guides below. A catalogue listing is not a guarantee of current availability: check the models and routes enabled for your API key before integration.
- GPT Image 2
- GPT Image 2.5 Sunburst
- GPT Image 2.5 Flare
- Gemini 2.5 Flash Image
- Gemini 3.1 Flash Lite Image
- Nanobanana Pro
- Gemini 3.1 Flash Image Preview
- Nano Banana 2.1
- Gemini 3 Pro Image Preview Beta
- Gemini 3.1 Flash Image Preview Beta
- GPT Image 2 Beta
- Seedance 2.0 Fast
- Seedance 2.0 Mini
- Seedance 2.0
- Seedance 2.5
- Z-Image Turbo
- Qwen Image Edit 2511
- Wan 2.2 I2V Fast
- Seedream 4.0
- Seedream 4.5
- Seedream 5.0
- Seedream 5.0 Pro
- Seedream 5.0 Lite
Pricing and billing checks
MaxAPI uses credits: 1 credit = 1 USD. Available route_mode values and prices vary by model and account. Public catalogue prices are not an account-specific quote; check current prices, billing units and settlement rules before sending requests.
Consult fal.ai’s current pricing for the selected model. Compare the same input, output settings and billing unit, and verify how each application handles completion and retries.
Same-job budget example: one original Nano Banana image
USD, checked October 16, 2026: one requested 1K square image, n=1. fal.ai and Replicate each list $0.039 per output image. MaxAPI Mix quotes 0.005 credits per call for this model; 1 credit = $1. The 100/1,000 columns multiply the listed unit price and assume one delivered image per call. These are budget calculations, not paid competitor invoices or a quality/reliability benchmark. Taxes, retries, discounts, storage and application costs are excluded. Recheck account pricing and route access.
| USD | 1 | 100 | 1,000 |
|---|---|---|---|
| fal.ai | $0.039 | $3.90 | $39.00 |
| MaxAPI Mix | $0.005 | $0.50 | $5.00 |
Migration checklist
- Map model IDs, authentication and the endpoint for each operation; changing the base URL alone is not a complete migration.
- Check prompt fields, reference image formats, size limits, output formats and supported route_mode values against the selected model guide.
- Adapt asynchronous task polling, terminal states, errors and retry handling to MaxAPI. Test a small request and its billing before moving production traffic.
Worked example: migrate a Nano Banana reference edit
Reviewed October 16, 2026. This example maps the original Nano Banana, not Pro, 2, 2 Lite or 2.1. Provider schemas and prices were checked against their own pages; no paid fal.ai or Replicate generation was performed. MaxAPI samples and their outcomes are linked below.
Both examples use the same authorized mug reference, one requested PNG output, a 1:1 aspect ratio and the original Nano Banana model family. Set the aspect ratio explicitly: source defaults such as auto or match_input_image are not a fixed square. The mapping does not establish identical provider backends or output quality.
| Field / behavior | fal.ai | MaxAPI |
|---|---|---|
| Model | fal-ai/nano-banana/edit | google/gemini-2.5-flash-image |
| prompt | input.prompt | prompt |
| Reference images | input.image_urls[] | image[] → /v1/images/edits |
| aspect_ratio | input.aspect_ratio = "1:1" | aspect_ratio = "1:1", resolution = "1K" |
| Output count | input.num_images = 1 | n = 1 |
| output_format | input.output_format = "png" | output_format = "png", response_format = "url" |
| Completion | COMPLETED → fetch result | status = succeeded |
| Completed output | result.data.images[0].url | data[0].url |
Source provider · input
{
"prompt": "Keep the blue mug. Use a gray background and add one orange sphere on the left.",
"aspect_ratio": "1:1",
"output_format": "png",
"image_urls": [
"https://www.maxapi.dev/case-studies/2026-09-17/gpt-product.png"
]
}Run the migration locally
Download both files into one folder. Node.js 22+ is required. Dry-run prints the mapped request without network access. For a paid MaxAPI call, set MAXAPI_KEY in your server environment and remove --dry-run. A key-pinned route can override mix. The script saves the accepted task before polling; use MAXAPI_POLL_URL to resume it without another POST. It never calls the source provider.
migrate-nano-banana.mjs · maxapi-image.mjs
node migrate-nano-banana.mjs fal-ai --dry-run
# MAXAPI_KEY must already be set in your server environment.
node migrate-nano-banana.mjs fal-ai
# Resume using the poll_url in maxapi-nano-task.json:
MAXAPI_POLL_URL="/v1/images/edits/YOUR_TASK_ID" node migrate-nano-banana.mjs fal-aiReview unsupported fields before switching traffic
The converter rejects unreviewed fields instead of dropping seed, safety settings or provider-specific options. It accepts only PNG, one output and up to three HTTPS references. It does not migrate callbacks, cancellation or provider retention policies. Validate your own download policy and fetch result assets without the API key. A local polling timeout does not cancel an accepted task.
When to consider MaxAPI
- Your chosen image or video model is in the MaxAPI catalogue and you want documented endpoints under one MaxAPI account.
- You want to compare the route options enabled for your model and account without changing your application’s model selection.
When to consider fal.ai
If your application depends on a particular fal.ai model or its queue client workflow, evaluate keeping that integration. Its queue supports status tracking and webhook-based completion, so migration should account for those behaviors explicitly.
Read the integration guide and current account pricing first. Create a MaxAPI key in the console when you are ready to test; generation requests may incur charges.