GPT-4.1 Nano vs Claude Sonnet 4

Compare GPT-4.1 Nano and Claude Sonnet 4: pricing, performance, context window, latency, and best use cases. Side-by-side comparison on XALEN.

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

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Feature GPT-4.1 Nano Claude Sonnet 4
CategoryCompactFrontier
Parameters~8B~500B
Context Window128K200K
Input Price$0.008/1M tokens$0.03/1M tokens
Output Price$0.02/1M tokens$0.15/1M tokens
Latency~80ms~350ms

Choose GPT-4.1 Nano when:

  • ✓ Real-time chatbots
  • ✓ Classification
  • ✓ Intent detection
Key Strengths:

Ultra-low latency, Extremely low cost, 128K context

Choose Claude Sonnet 4 when:

  • ✓ General Q&A
  • ✓ Content generation
  • ✓ Temple chatbots
Key Strengths:

Excellent reasoning-per-dollar, 200K context, Strong multilingual

Verdict: GPT-4.1 Nano vs Claude Sonnet 4

For cost efficiency, GPT-4.1 Nano wins at $0.008/1M input tokens. For speed, Claude Sonnet 4 is faster at ~350ms. GPT-4.1 Nano excels at Real-time chatbots while Claude Sonnet 4 is better for General Q&A. Both are available on XALEN through a single API — try them in the Playground to see which fits your workload.

Detailed Analysis

Pricing Comparison

GPT-4.1 Nano costs $0.008/1M input tokens and $0.02/1M output tokens. Claude Sonnet 4 costs $0.03 input and $0.15 output. GPT-4.1 Nano is 3.8x cheaper on input tokens. XALEN offers batch processing at 50% discount on both models.

Performance & Context

GPT-4.1 Nano has a 128K context window with ~80ms latency. Claude Sonnet 4 offers 200K context at ~350ms. Claude Sonnet 4 has the larger context window.

Best For

GPT-4.1 Nano (Compact) is optimized for: Real-time chatbots, Classification, Intent detection. Claude Sonnet 4 (Frontier) works best for: General Q&A, Content generation, Temple chatbots.

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 GPT-4.1 Nano
response_a = client.chat.completions.create(
    model="gpt-4-1-nano",
    messages=[{"role": "user", "content": "Your question here"}]
)

# Use Claude Sonnet 4
response_b = client.chat.completions.create(
    model="claude-sonnet-4",
    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, GPT-4.1 Nano or Claude Sonnet 4?

GPT-4.1 Nano (Compact, ~8B) offers Ultra-low latency. Claude Sonnet 4 (Frontier, ~500B) offers Excellent reasoning-per-dollar. Choose GPT-4.1 Nano for Real-time chatbots or Claude Sonnet 4 for General Q&A.

How much does GPT-4.1 Nano cost vs Claude Sonnet 4?

GPT-4.1 Nano: $0.008/1M input, $0.02/1M output. Claude Sonnet 4: $0.03/1M input, $0.15/1M 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 GPT-4.1 Nano and Claude Sonnet 4 by changing the model parameter. No code changes needed.

Related Comparisons

GPT-4.1 Nano vs GPT-4.1 GPT-4.1 Nano vs GPT-4.1 Mini GPT-4.1 Nano vs GPT-4o GPT-4.1 Nano vs GPT-4o Mini GPT-4.1 Nano vs Claude Opus 4 GPT-4.1 Nano vs Claude Haiku 3.5

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