FLUX 1.1 Pro Ultra vs IBM Granite 3.1 2B

Compare FLUX 1.1 Pro Ultra and IBM Granite 3.1 2B: pricing, performance, context window, latency, and best use cases. Side-by-side comparison on XALEN.

Updated 2026-05-21 · By Abhishek Raj · Our methodology

All Black Forest Labs models All IBM models What is an LLM API? Python Quickstart What is inference?
Feature FLUX 1.1 Pro Ultra IBM Granite 3.1 2B
CategoryImageCompact
Parameters~30B2B
Context WindowN/A128K
Input Price$0.06/image/1M tokens$0.004/1M tokens
Output PriceN/A/1M tokens$0.008/1M tokens
Latency~6s~30ms

Choose FLUX 1.1 Pro Ultra when:

  • ✓ Print-quality imagery
  • ✓ Ultra-HD content
  • ✓ Professional art
Key Strengths:

Ultra quality, 4K output, Best detail

Choose IBM Granite 3.1 2B when:

  • ✓ Edge enterprise
  • ✓ Compliance-required
  • ✓ Fast classification
Key Strengths:

Enterprise-grade, Tiny, 128K context

Verdict: FLUX 1.1 Pro Ultra vs IBM Granite 3.1 2B

For cost efficiency, IBM Granite 3.1 2B wins at $0.004/1M input tokens. For speed, IBM Granite 3.1 2B is faster at ~30ms. FLUX 1.1 Pro Ultra excels at Print-quality imagery while IBM Granite 3.1 2B is better for Edge enterprise. Both are available on XALEN through a single API — try them in the Playground to see which fits your workload.

Detailed Analysis

Pricing Comparison

FLUX 1.1 Pro Ultra costs $0.06/image/1M input tokens and N/A/1M output tokens. IBM Granite 3.1 2B costs $0.004 input and $0.008 output. IBM Granite 3.1 2B is 15.0x cheaper on input tokens. XALEN offers batch processing at 50% discount on both models.

Performance & Context

FLUX 1.1 Pro Ultra has a N/A context window with ~6s latency. IBM Granite 3.1 2B offers 128K context at ~30ms. IBM Granite 3.1 2B has the larger context window.

Best For

FLUX 1.1 Pro Ultra (Image) is optimized for: Print-quality imagery, Ultra-HD content, Professional art. IBM Granite 3.1 2B (Compact) works best for: Edge enterprise, Compliance-required, Fast classification.

Try Both on XALEN

Both models are available through XALEN's OpenAI-compatible API. Switch between them by changing the model parameter:

from xalen import XALEN

client = XALEN(api_key="xln_test_YOUR_KEY")

# Use FLUX 1.1 Pro Ultra
response_a = client.chat.completions.create(
    model="flux-1-1-pro-ultra",
    messages=[{"role": "user", "content": "Your question here"}]
)

# Use IBM Granite 3.1 2B
response_b = client.chat.completions.create(
    model="granite-3-1-2b",
    messages=[{"role": "user", "content": "Your question here"}]
)

Start Building with XALEN

200+ AI models. One API. Pay-as-you-go.

Get API Key Try in Playground

Frequently Asked Questions

Which is better, FLUX 1.1 Pro Ultra or IBM Granite 3.1 2B?

FLUX 1.1 Pro Ultra (Image, ~30B) offers Ultra quality. IBM Granite 3.1 2B (Compact, 2B) offers Enterprise-grade. Choose FLUX 1.1 Pro Ultra for Print-quality imagery or IBM Granite 3.1 2B for Edge enterprise.

How much does FLUX 1.1 Pro Ultra cost vs IBM Granite 3.1 2B?

FLUX 1.1 Pro Ultra: $0.06/image/1M input, N/A/1M output. IBM Granite 3.1 2B: $0.004/1M input, $0.008/1M output. Both available on XALEN with batch processing at 50% discount.

Can I use both models on XALEN?

Yes. XALEN provides 200+ models through a single OpenAI-compatible API. Switch between FLUX 1.1 Pro Ultra and IBM Granite 3.1 2B by changing the model parameter. No code changes needed.

Related Comparisons

FLUX 1.1 Pro Ultra vs GPT-4.1 Nano FLUX 1.1 Pro Ultra vs GPT-4o Mini FLUX 1.1 Pro Ultra vs DALL-E 3 FLUX 1.1 Pro Ultra vs Claude Haiku 3.5 FLUX 1.1 Pro Ultra vs Gemma 3 12B FLUX 1.1 Pro Ultra vs Gemma 3 4B

Last updated: 2026-05-21. Pricing and specifications may change. Check pricing page for latest rates.