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Black Forest Labs vs Infercom: Token Pricing, Speed & Intelligence

Full comparison of Black Forest Labs and Infercom — live token pricing, latency, throughput, context window, strengths, weaknesses, and best use cases. Rates sourced from public APIs — verify before use.

Black Forest Labs

FLUX 1.1 Pro Ultra — the quality benchmark for commercial image generation

Black Forest Labs created FLUX, the model family that has become the quality benchmark for both open and commercial image generation. FLUX 1.1 Pro Ultra produces photorealistic images at up to 4MP resolution. The 2026 lineup adds FLUX 1.1 Pro Ultra (highest quality), FLUX 1.1 Pro (production), FLUX.1 Dev (open-weight, fine-tuning), and FLUX.1 Schnell (open-weight, fastest). FLUX models are available via the BFL API and through Replicate, fal.ai, and other inference platforms.

Commercial image productionPhotorealistic generationCreative AISelf-hosted image generationFine-tuning
Proprietary modelsHosts open weights

Infercom

EU inference on SambaNova chips — Gemma 4, gpt-oss-120b, Whisper, embeddings

Infercom is an EU-based inference provider running on SambaNova RDU chips, offering Gemma 4 31B, gpt-oss-120b, Whisper Large v3, and E5-Mistral embeddings. Prices are in EUR per 1M tokens, excl. VAT, on a PAYG basis. Suited for European workloads requiring EU infrastructure without the overhead of a sovereign gateway.

EU inferenceEmbeddingsTranscriptionCost-sensitive workloads
Open-weight hostHosts open weights

Key metric comparison

Cheapest input ($/1M)

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Cheapest output ($/1M)

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Peak throughput

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Best latency (TTFT)

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Intelligence score

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Context window

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Live token pricing

Strengths and weaknesses

Black Forest Labs

FLUX 1.1 Pro Ultra: highest-quality commercial image generation available
FLUX.1 Dev and Schnell: open-weight models for fine-tuning and self-hosting
FLUX.1 Schnell: fastest open-weight image generation model
Available on Replicate, fal.ai, and other inference platforms
Consistently outperforms Stable Diffusion 3.5 on photorealism benchmarks
Strong prompt adherence and text rendering in images
Newer company with smaller ecosystem than Stable Diffusion
Pro models require API access — no self-hosting for highest quality
Less community fine-tuning ecosystem than SD

Infercom

EU-based infrastructure on SambaNova RDU chips
Competitive EUR pricing on Gemma 4 31B and gpt-oss-120b
Covers multiple modalities: chat, speech-to-text, embeddings
PAYG — no minimum spend
EUR pricing excluded from USD cross-provider comparisons
Small model catalog
Newer provider — limited ecosystem integrations

Key differentiators

Black Forest Labs

FLUX 1.1 Pro Ultra produces the highest-quality AI images available — consistently outperforming Stable Diffusion and competing with Midjourney on photorealism — with open-weight Dev/Schnell variants for self-hosting.

Infercom

EU inference on SambaNova chips covering chat, speech-to-text, and embeddings at competitive EUR rates.

Frequently asked questions

Black Forest Labs FAQs

What is the difference between FLUX 1.1 Pro Ultra and FLUX.1 Dev?

FLUX 1.1 Pro Ultra is a commercial API model offering the highest quality output at up to 4MP resolution. FLUX.1 Dev is an open-weight model available for self-hosting and fine-tuning, with slightly lower quality than Pro Ultra but full weight access.

How does FLUX compare to Stable Diffusion 3.5?

FLUX consistently outperforms SD 3.5 on image quality benchmarks, particularly for photorealism and prompt adherence. FLUX Schnell is also significantly faster than SD 3.5 for equivalent quality.

Where can I access FLUX models?

FLUX models are available via the BFL API directly, and through Replicate, fal.ai, Novita AI, and other inference platforms. FLUX.1 Dev and Schnell weights are also available on Hugging Face for self-hosting.

Infercom FAQs

What is Infercom?

Infercom is an EU-based inference provider running on SambaNova RDU chips. It offers Gemma 4 31B, gpt-oss-120b, Whisper Large v3, and E5-Mistral embeddings at PAYG EUR rates. See infercom.ai/pricing for current rates.

Does Infercom offer embeddings?

Yes. Infercom offers E5-Mistral embeddings at EUR 0.13 per 1M input tokens.

Provider resources

Black Forest Labs — FLUX 1.1 Pro Ultra — the quality benchmark for commercial image generation

Black Forest Labs created FLUX, the model family that has become the quality benchmark for both open and commercial image generation. FLUX 1.1 Pro Ultra produces photorealistic images at up to 4MP resolution. The 2026 lineup adds FLUX 1.1 Pro Ultra (highest quality), FLUX 1.1 Pro (production), FLUX.1 Dev (open-weight, fine-tuning), and FLUX.1 Schnell (open-weight, fastest). FLUX models are available via the BFL API and through Replicate, fal.ai, and other inference platforms.

FLUX 1.1 Pro Ultra produces the highest-quality AI images available — consistently outperforming Stable Diffusion and competing with Midjourney on photorealism — with open-weight Dev/Schnell variants for self-hosting.

Infercom — EU inference on SambaNova chips — Gemma 4, gpt-oss-120b, Whisper, embeddings

Infercom is an EU-based inference provider running on SambaNova RDU chips, offering Gemma 4 31B, gpt-oss-120b, Whisper Large v3, and E5-Mistral embeddings. Prices are in EUR per 1M tokens, excl. VAT, on a PAYG basis. Suited for European workloads requiring EU infrastructure without the overhead of a sovereign gateway.

EU inference on SambaNova chips covering chat, speech-to-text, and embeddings at competitive EUR rates.

Key strengths compared

Black Forest Labs

  • FLUX 1.1 Pro Ultra: highest-quality commercial image generation available
  • FLUX.1 Dev and Schnell: open-weight models for fine-tuning and self-hosting
  • FLUX.1 Schnell: fastest open-weight image generation model
  • Newer company with smaller ecosystem than Stable Diffusion
  • Pro models require API access — no self-hosting for highest quality

Infercom

  • EU-based infrastructure on SambaNova RDU chips
  • Competitive EUR pricing on Gemma 4 31B and gpt-oss-120b
  • Covers multiple modalities: chat, speech-to-text, embeddings
  • EUR pricing excluded from USD cross-provider comparisons
  • Small model catalog

Key weaknesses compared

Black Forest Labs

  • Newer company with smaller ecosystem than Stable Diffusion
  • Pro models require API access — no self-hosting for highest quality
  • Less community fine-tuning ecosystem than SD

Infercom

  • EUR pricing excluded from USD cross-provider comparisons
  • Small model catalog
  • Newer provider — limited ecosystem integrations

Provider category context

Black Forest Labs is a frontier lab, founded in 2024. Infercom is a inference api, founded in 2024. Black Forest Labs as a frontier lab trains and serves its own proprietary models. Infercom as an inference API provider hosts open-weight models — typically offering lower prices for equivalent capability tiers but without access to proprietary frontier models.

How to choose between them

Choose Black Forest Labs if you need flux 1.1 pro ultra: highest-quality commercial image generation available. Choose Infercom if you need EU inference. For high-volume production workloads, run a cost comparison using the token pricing table above with your actual prompt/completion token ratio — the cheapest provider depends heavily on your input-to-output token ratio.