# FLUX.2 Pro

> BFL's 32B flagship (3× larger than Flux 1.1). Photoreal, multi-reference (up to 10 sources), unified gen+edit, ~60% accurate text-in-image. $0.03/MP base + $0.015 per extra MP.

Human version: https://kymaapi.com/models/flux-2-pro
Live JSON: `GET https://kymaapi.com/v1/models` (no auth required)

## Facts

- **Model ID**: `flux-2-pro` — pass this as `model` in the request body
- **Creator**: Black Forest Labs
- **Released**: 2025-11-25
- **Price**: $0.0405 / image

## Call it

```bash
curl https://kymaapi.com/v1/images/generations \
  -H "Authorization: Bearer $KYMA_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model": "flux-2-pro", "prompt": "..."}'
```

## Positioning

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.

## About

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.

## Use cases

- **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.

## Pick something else when

- You need faster generation for rapid prototyping → `flux-1.1-ultra`, `imagen-4-fast`
- You require precise typography or layout control → `recraft-v4-pro`, `ideogram-v3`
- You need scalable vector graphics instead of raster images → `recraft-v4-vector`, `recraft-v4-vector-pro`

## See also

- All models: https://kymaapi.com/models.md
- Pricing: https://kymaapi.com/pricing.md
- Other models by Black Forest Labs: https://kymaapi.com/models?q=Black%20Forest%20Labs