AI Model Comparison
Side-by-side comparison of pricing, context window, benchmarks, capabilities, and license. Every figure comes from the developer's own pages, last checked on ; each model's page lists its sources. A figure we could not source shows as a dash.
Model A — Aleph Alpha
Kolibri is a mixture-of-experts reasoning model from Aleph Alpha for German and English, released on October 3, 2026 and built for public administration and industry, with deployment on customer-controlled infrastructure. It supports a reasoning mode and tool calling.
Model B — Black Forest Labs
FLUX 3 Image is the image generation and editing model of Black Forest Labs’ FLUX 3 family, released on October 1, 2026. One endpoint generates or edits images, takes up to ten reference images and bounding-box layouts in the prompt, and outputs up to 4K (about 16 megapixels). Black Forest Labs also licenses the weights commercially for companies that run it on their own infrastructure.
| Property | Kolibri | FLUX 3 Image |
|---|---|---|
| Released | Oct 3, 2026 | Oct 1, 2026 |
| Developer | Aleph Alpha | Black Forest Labs |
| Type | reasoning | image |
| License | open-weight | proprietary |
| Context window | 1,048,576 | — |
| Parameters | 78B total, 3.46B active per token (Mixture-of-Experts) | — |
| Developer status | — | — |
| Input $/M tokens | — | — |
| Output $/M tokens | — | — |
Bold green values indicate the winner on that dimension where comparison is meaningful (lower price wins; bigger context wins; more open license wins; newer date wins). Prices are the ones each developer lists today; a model it no longer prices has none.
No shared capabilities
Programmatic access available at /api/ai/compare?a=aleph-alpha-kolibri&b=flux-3-image. CORS is open. Citation guidance: /about/editorial-process.