Pixtral 12B vs CodeGemma 7B

Compare Pixtral 12B and CodeGemma 7B: 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 Mistral models All Google models What is an LLM API? Python Quickstart What is inference?
Feature Pixtral 12B CodeGemma 7B
CategoryVisionCode
Parameters12B7B
Context Window128K8K
Input Price$0.02/1M tokens$0.008/1M tokens
Output Price$0.04/1M tokens$0.015/1M tokens
Latency~200ms~60ms

Choose Pixtral 12B when:

  • ✓ Simple image tasks
  • ✓ Classification
  • ✓ OCR
Key Strengths:

Low cost vision, Fast, Compact

Choose CodeGemma 7B when:

  • ✓ Code completion
  • ✓ Simple generation
  • ✓ Editor plugins
Key Strengths:

Compact, Fast code completion, Open weights

Verdict: Pixtral 12B vs CodeGemma 7B

For cost efficiency, CodeGemma 7B wins at $0.008/1M input tokens. For speed, Pixtral 12B is faster at ~200ms. Pixtral 12B excels at Simple image tasks while CodeGemma 7B is better for Code completion. Both are available on XALEN through a single API — try them in the Playground to see which fits your workload.

Detailed Analysis

Pricing Comparison

Pixtral 12B costs $0.02/1M input tokens and $0.04/1M output tokens. CodeGemma 7B costs $0.008 input and $0.015 output. CodeGemma 7B is 2.5x cheaper on input tokens. XALEN offers batch processing at 50% discount on both models.

Performance & Context

Pixtral 12B has a 128K context window with ~200ms latency. CodeGemma 7B offers 8K context at ~60ms. Pixtral 12B has the larger context window.

Best For

Pixtral 12B (Vision) is optimized for: Simple image tasks, Classification, OCR. CodeGemma 7B (Code) works best for: Code completion, Simple generation, Editor plugins.

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 Pixtral 12B
response_a = client.chat.completions.create(
    model="pixtral-12b",
    messages=[{"role": "user", "content": "Your question here"}]
)

# Use CodeGemma 7B
response_b = client.chat.completions.create(
    model="codegemma-7b",
    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, Pixtral 12B or CodeGemma 7B?

Pixtral 12B (Vision, 12B) offers Low cost vision. CodeGemma 7B (Code, 7B) offers Compact. Choose Pixtral 12B for Simple image tasks or CodeGemma 7B for Code completion.

How much does Pixtral 12B cost vs CodeGemma 7B?

Pixtral 12B: $0.02/1M input, $0.04/1M output. CodeGemma 7B: $0.008/1M input, $0.015/1M 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 Pixtral 12B and CodeGemma 7B by changing the model parameter. No code changes needed.

Related Comparisons

Pixtral 12B vs Vedika Vision Pixtral 12B vs Vedika Code Pixtral 12B vs Llama 3.2 90B Vision Pixtral 12B vs Llama 3.2 11B Vision Pixtral 12B vs DeepSeek Coder V2 Pixtral 12B vs Qwen 2.5 Coder 32B

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