FLUX.2 klein 4B FP8 vs NVIDIA Nemotron 3 Ultra 550B A55B BF16
At a Glance
| Compare |  FLUX.2 klein 4B FP8Black Forest Labs | |
|---|---|---|
| Intelligence, Cost, and Efficiency | ||
| CostLower is better · Published-token output estimate | UnrankedNot in the 44-model eligible cohort | #19 of 44$0.092 per LiveBench case |
| Pricing and Limits | ||
| Input priceFrom · USD / 1M tokens | Not reported | $0.50Openrouter ↗ · Aug 29, 2026 |
| Output priceFrom · USD / 1M tokens | Not reported | $2.20Openrouter ↗ · Aug 29, 2026 |
| Context windowMaximum documented tokens | Not reported | 262K |
| Model facts checked | Aug 28, 2026View model evidence → | Aug 28, 2026View model evidence → |
Token prices are the lowest available sourced USD rates; input and output may use different providers. Cost ranking estimates output spend on LiveBench, not a full request bill. Ranking methodology →
Available Benchmarks
Side-by-Side Facts
| Field | FLUX.2-klein-4b-fp8 | NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16 |
|---|---|---|
| Developer | Black Forest Labs | NVIDIA |
| Family | Flux 2 Klein 4b Fp8 | Nvidia Nemotron 3 Ultra 550b A55b Bf16 |
| Model | FLUX.2-klein-4b-fp8 | NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16 |
| Version | FLUX.2-klein-4b-fp8 | NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16 |
| Lifecycle | active | active |
| Released | 2026-01-15 | 2026-06-04 |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Image | Text |
| Output modalities | Image | Text |
| Context window | Unknown | 262K |
| Total parameters | 4B | 560.5B |
| Active parameters | Unknown | 55B |
| License | apache-2.0 | other |
| Open weights | Yes | Yes |
| API available | Unknown | Yes |
| Self-hostable | Yes | Yes |
| Provider access | Unknown | Fireworks Ai (Standard), Hugging Face (Standard), Openrouter (Standard) |
| Capabilities | generation | chat, generation, reasoning, tools |
FLUX.2 klein 4B FP8 Capabilities
NVIDIA Nemotron 3 Ultra 550B A55B BF16 Capabilities
Related Comparisons
| A | Pair | B | Context |
|---|---|---|---|
FLUX.2-klein-4b-fp8Black Forest Labs | vs |  GPT-6 AstraOpenAI | cross-developer peersimage |
Claude Fable 5.1Anthropic | vs | FLUX.2-klein-4b-fp8Black Forest Labs | cross-developer peersimage |
FLUX.2-klein-4b-fp8Black Forest Labs | vs |  Gemini 3.1 ProGoogle DeepMind | cross-developer peers |
FLUX.2-klein-4b-fp8Black Forest Labs | vs |  DeepSeek-V4.1-FlashDeepSeek | cross-developer peersimage |
FLUX.2-klein-4b-fp8Black Forest Labs | vs | Grok 4.6xAI | cross-developer peersimage |
FLUX.2-klein-4b-fp8Black Forest Labs | vs |  Qwen3.8-MaxQwen | cross-developer peersimage |
FLUX.2-klein-4b-fp8Black Forest Labs | vs |  Kimi-K3Moonshot AI | cross-developer peersimage |
 MiniMax-M3MiniMax | vs | FLUX.2-klein-4b-fp8Black Forest Labs | cross-developer peersimage |
FLUX.2-klein-4b-fp8Black Forest Labs | vs |  GLM-5.3Z.ai | cross-developer peers |
FLUX.2-klein-4b-fp8Black Forest Labs | vs |  Hy4 previewTencent | cross-developer peers |
FLUX.2-klein-4b-fp8Black Forest Labs | vs | Seed 2.1 ProByteDance Seed | cross-developer peersimage |
FLUX.2-klein-4b-fp8Black Forest Labs | vs |  Mistral Large 3Mistral AI | cross-developer peersimage |
Primary Evidence
Sources and Freshness
Questions
FLUX.2 klein 4B FP8 vs NVIDIA Nemotron 3 Ultra 550B A55B BF16 FAQs
Is FLUX.2 klein 4B FP8 or NVIDIA Nemotron 3 Ultra 550B A55B BF16 better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both FLUX.2 klein 4B FP8 and NVIDIA Nemotron 3 Ultra 550B A55B BF16, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, FLUX.2 klein 4B FP8 or NVIDIA Nemotron 3 Ultra 550B A55B BF16?+
Only NVIDIA Nemotron 3 Ultra 550B A55B BF16 has a directly sourced input price: $0.50 per million tokens. Only NVIDIA Nemotron 3 Ultra 550B A55B BF16 has a directly sourced output price: $2.20 per million tokens.
Which has a larger context window, FLUX.2 klein 4B FP8 or NVIDIA Nemotron 3 Ultra 550B A55B BF16?+
Neither model has a larger sourced context window in this comparison. FLUX.2 klein 4B FP8 is — and NVIDIA Nemotron 3 Ultra 550B A55B BF16 is 262K.
Which performs better in benchmarks, FLUX.2 klein 4B FP8 or NVIDIA Nemotron 3 Ultra 550B A55B BF16?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can FLUX.2 klein 4B FP8 or NVIDIA Nemotron 3 Ultra 550B A55B BF16 be self-hosted?+
Both models have the same recorded self-hosting status: supported. FLUX.2 klein 4B FP8 is open weight; NVIDIA Nemotron 3 Ultra 550B A55B BF16 is open weight.
Can FLUX.2 klein 4B FP8 and NVIDIA Nemotron 3 Ultra 550B A55B BF16 understand images?+
FLUX.2 klein 4B FP8 is documented with image input; NVIDIA Nemotron 3 Ultra 550B A55B BF16 is not documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, FLUX.2 klein 4B FP8 or NVIDIA Nemotron 3 Ultra 550B A55B BF16?+
Neither has a larger sourced maximum output. FLUX.2 klein 4B FP8 is — and NVIDIA Nemotron 3 Ultra 550B A55B BF16 is —.
Do FLUX.2 klein 4B FP8 and NVIDIA Nemotron 3 Ultra 550B A55B BF16 support reasoning and tool use?+
FLUX.2 klein 4B FP8: image input. NVIDIA Nemotron 3 Ultra 550B A55B BF16: reasoning and tool calling. Feature support does not establish relative quality.
Which is available from more inference providers, FLUX.2 klein 4B FP8 or NVIDIA Nemotron 3 Ultra 550B A55B BF16?+
FLUX.2 klein 4B FP8 has 0 sourced provider routes; NVIDIA Nemotron 3 Ultra 550B A55B BF16 has 3, so NVIDIA Nemotron 3 Ultra 550B A55B BF16 has broader tracked availability.
Which offers better value, FLUX.2 klein 4B FP8 or NVIDIA Nemotron 3 Ultra 550B A55B BF16?+
There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.