KymaKyma
Black Forest Labs

Black Forest Labs

FLUX.2 Pro

FLUX.2 Pro is a photorealistic image generation and editing model optimized for high-fidelity visual synthesis and multi-reference blending. Developers building creative pipelines or marketing asset tools should use it when output quality and reference accuracy take priority over raw generation speed.

Modalities

Text+Image → Image

Price

$0.0405 / image

Speed

medium

Performance

Live production data from real requests on Kyma — not synthetic benchmarks.

Rank

#70

of 87 active models

Tokens served

56

all-time

Total requests1
Platform share0.0%

Pricing

Per image. Async generation; you only pay for successful renders.

$0.0405 / image

When to use FLUX.2 Pro

Updated 2026-07-31

Where this model earns its cost — and where it doesn't.

FLUX.2 Pro is BFL's 32B parameter image model, built for photorealistic generation and unified generation-and-editing workflows. It accepts text prompts and reference images, supporting blends of up to ten source inputs. The model achieves approximately 60% accuracy when rendering text inside generated images.

On Kyma, the model runs through an OpenAI-compatible interface using a single API key for all endpoints. Requests receive automatic failover if a serving path degrades, and responses return the exact cost in usage.cost alongside the X-Kyma-Model header. Prompt caching is enabled, billing repeated prompt prefixes at 10% of the standard input rate.

The model operates at a medium speed tier and does not support structured outputs or reasoning chains. It outputs images only and cannot generate text, code, or audio. Complex multi-reference layouts may require iterative prompting to align precisely with source compositions.

Photorealistic Product Shots

Generate high-fidelity marketing imagery from text prompts and reference photos.

Multi-Reference Image Blending

Combine up to ten source images into a single cohesive visual composition.

Unified Generation and Editing

Apply targeted edits to existing images within the same generation pipeline.

Text-Integrated Visual Assets

Create images containing rendered text with moderate accuracy for banners or mockups.

Not ideal for: Do not use this model for tasks requiring fast batch processing, structured data extraction, or precise typography beyond basic labels.

Quick start

Up and running in under two minutes.

  1. 1

    Create an API key

    Sign up and grab a key from the dashboard — $0.50 free credit, no card required.

    Get API key →
  2. 2

    Make your first request

    Submit a generation job and poll until it succeeds.

    curl https://kymaapi.com/v1/images/generations \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "flux-2-pro",
    "prompt": "A serene mountain lake at sunrise, photorealistic",
    "n": 1
  }'
# Response: { "id": "img_...", "status": "queued" }
# Poll: GET /v1/jobs/{id} until status="succeeded"

FAQ

Common questions about this model.

How much does FLUX.2 Pro cost?

$0.0405 per image. Per image. Async generation; you only pay for successful renders.

How do I use FLUX.2 Pro?

Kyma is OpenAI-compatible: point your SDK's base URL at https://kymaapi.com/v1, use your Kyma API key, and set the model to flux-2-pro. Signing up is free and includes $0.50 of credit — no card required.

Can I use the same API key for FLUX.2 Pro as I do for text models?

Yes, Kyma uses a single API key across all models with an OpenAI-compatible base URL.

How does prompt caching affect billing for this model?

Repeated prompt prefixes are billed at 10% of the standard input rate, reducing costs for iterative editing workflows.

Does the model support structured JSON outputs?

No, FLUX.2 Pro only outputs images and does not support structured output formatting or reasoning chains.

Start with $0.50 free credit — no card required.Create account →

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