o3 Mini vs Claude Opus 4

Compare o3 Mini and Claude Opus 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 o3 Mini Claude Opus 4
CategoryReasoningFrontier
Parameters~200B~2T
Context Window200K200K
Input Price$0.04/1M tokens$0.15/1M tokens
Output Price$0.16/1M tokens$0.75/1M tokens
Latency~1000ms~800ms

Choose o3 Mini when:

  • ✓ Structured analysis
  • ✓ Quick reasoning
  • ✓ Scoring tasks
Key Strengths:

Fast reasoning, Good logic chains, Cost-efficient

Choose Claude Opus 4 when:

  • ✓ Complex counseling
  • ✓ Detailed chart analysis
  • ✓ Enterprise reports
Key Strengths:

Deepest reasoning, Exceptional nuance, Best complex analysis

Verdict: o3 Mini vs Claude Opus 4

For cost efficiency, o3 Mini wins at $0.04/1M input tokens. For speed, o3 Mini is faster at ~1000ms. o3 Mini excels at Structured analysis while Claude Opus 4 is better for Complex counseling. Both are available on XALEN through a single API — try them in the Playground to see which fits your workload.

Detailed Analysis

Pricing Comparison

o3 Mini costs $0.04/1M input tokens and $0.16/1M output tokens. Claude Opus 4 costs $0.15 input and $0.75 output. o3 Mini is 3.8x cheaper on input tokens. XALEN offers batch processing at 50% discount on both models.

Performance & Context

o3 Mini has a 200K context window with ~1000ms latency. Claude Opus 4 offers 200K context at ~800ms. Both have identical context windows.

Best For

o3 Mini (Reasoning) is optimized for: Structured analysis, Quick reasoning, Scoring tasks. Claude Opus 4 (Frontier) works best for: Complex counseling, Detailed chart analysis, Enterprise reports.

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 o3 Mini
response_a = client.chat.completions.create(
    model="o3-mini",
    messages=[{"role": "user", "content": "Your question here"}]
)

# Use Claude Opus 4
response_b = client.chat.completions.create(
    model="claude-opus-4",
    messages=[{"role": "user", "content": "Your question here"}]
)

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Frequently Asked Questions

Which is better, o3 Mini or Claude Opus 4?

o3 Mini (Reasoning, ~200B) offers Fast reasoning. Claude Opus 4 (Frontier, ~2T) offers Deepest reasoning. Choose o3 Mini for Structured analysis or Claude Opus 4 for Complex counseling.

How much does o3 Mini cost vs Claude Opus 4?

o3 Mini: $0.04/1M input, $0.16/1M output. Claude Opus 4: $0.15/1M input, $0.75/1M 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 o3 Mini and Claude Opus 4 by changing the model parameter. No code changes needed.

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