black-forest-labs
Black Forest Labs: FLUX.2 Pro
black-forest-labs/flux.2-pro
Our take
AI-assisted analysis based on the sources below. Suitability is an editorial assessment; test it on your own workload.
According to the OpenRouter catalog, black-forest-labs/flux.2-pro is a Black Forest Labs image model that accepts text and image inputs and produces images. The catalog presents it as a high-end generation and editing model aimed at strong prompt adherence, stable lighting, sharp textures, and consistent characters and styles across multiple reference images. OpenRouter also lists Design Arena placements in graphic design, general image, logo, and image editing categories, plus seed parameter support. No independent model card was included in this source pack, so these capabilities are vendor-catalog claims rather than verified measurements.[1]
Strengths
- Accepts text plus image inputs and outputs images, covering generation and editing through a single endpoint, per the catalog.[1]
- The catalog reports strong prompt adherence, stable lighting, sharp textures, and consistent character and style reproduction across multi-reference inputs.[1]
- Supports a seed parameter and is listed in Design Arena comparisons across graphic design, image, logo, and image editing categories.[1]
Limitations
- Evidence is catalog-only: no independent model card was available in this source pack, so capabilities remain unverified vendor-side claims.[1]
- The catalog entry is truncated and omits license terms, hardware requirements, safety behavior, and training details.[1]
- Arena placements reflect preference votes in specific categories, not guaranteed results; validate quality on your own workload before adopting it.[1]
Where to use it
- Text-to-image and image-editing pipelines that combine prompts with reference images, subject to workload-level testing.[1]
- Concept exploration for graphics and logos, given the catalog's listed arena categories.[1]
- Character- or style-consistent visual production using multiple references, if the consistency claims hold in evaluation.[1]
Sources
- [1] OpenRouter catalog · Black Forest Labs: FLUX.2 ProSources checked: Nov 13, 2026
About this model
Description below is the original text supplied by OpenRouter, shown in the source language.
A high-end image generation and editing model focused on frontier-level visual quality and reliability. It delivers strong prompt adherence, stable lighting, sharp textures, and consistent character/style reproduction across multi-reference inputs....
Specifications
- Model ID
- black-forest-labs/flux.2-pro
- Creator
- black-forest-labs
- Added to OpenRouter
- 25.11.2025
- Context length
- 46,864
- Modality
- text+image->image
- Input modalities
- text, image
- Output modalities
- image
- Token pricing
- No per-token price in the source snapshot — see OpenRouter for the billing unit
- Knowledge cutoff
- —
- Expiration date
- —
Tasks and capabilities
A grade appears only where the source supplies a matching measurement for that task, the model is active and the cohort holds at least 10 comparable models. The capability column lists facts the source declares — supported formats, reasoning and tool parameters — which are not measured quality.
| Task | Grade | Source-declared capability |
|---|---|---|
| General quality | No measurement | — |
| Coding | No measurement | — |
| Agents | No measurement | — |
| Writing | No measurement | — |
| Reasoning | No measurement | — |
| Document analysis | No measurement | — |
| Vision | No measurement | input: image |
| Image generation | No measurement | output: image |
| Audio | No measurement | — |
| Video | No measurement | — |
| Embeddings | No measurement | — |
Evaluations
| Source | Benchmark | Value | Grade | Data retrieved |
|---|---|---|---|---|
| Design Arena | models · graphicdesignwin rate 46.9% · rank 8 | 1,172Elo | BB — next 30% of the cohort | 13.11.2026 |
| Design Arena | models · imagewin rate 49.1% · rank 8 | 1,178Elo | BB — next 30% of the cohort | 13.11.2026 |
| Design Arena | models · logowin rate 48.8% · rank 10 | 1,192Elo | CC — below the B band | 13.11.2026 |
| Design Arena | models · imageeditingwin rate 46.7% · rank 6 | 1,111Elo | —Not rated | 13.11.2026 |
How grades work
Each letter grade compares a model only against other models scored by the same source and metric in the current snapshot. S means the top 10%, A the next 20%, B the next 30%, C the rest. Models without a published measurement are shown as not rated — a supported format alone never implies measured quality.
- S — S — top 10% of the cohort
- A — A — next 20% of the cohort
- B — B — next 30% of the cohort
- C — C — below the B band
Providers
Optional live provider statistics from OpenRouter. Missing values are unknown, not zero.
| Provider | Context length | Price in /1M | Price out /1M | Latency p50 (30m, s) | Throughput p50 (30m, tok/s) | Uptime (30m) |
|---|---|---|---|---|---|---|
| Black Forest Labs | 46,864 | — | — | — | — | 100% |
Provider data retrieved: 13.11.2026
Related articles
No published articles identify this model yet.