Claude 4 Opus vs o3

API pricing, context window and capabilities for Claude 4 Opus and o3, side by side. Prices are the cheapest listed serving route per 1M tokens, from LiteLLM and OpenRouter.

Verdict

computed from the published numbers

o3 wins on price and on intelligence. Benchmark data is unavailable for one or both models.

Price
o3
Terminal-Bench
Not called
Intelligence
o3
Context window
Tied

Key takeaways

who wins on what, from the published numbers

Claude 4 Opus wins

  • Higher max output (200K vs 100K)

o3 wins

  • Cheaper input ($5.00 vs $2.00 /1M)
  • Cheaper output ($25.00 vs $8.00 /1M)
  • More serving providers (3 vs 4)
  • Has web search
Cheaper overall
o3
$2.00 + $8.00 /1M
Larger context
Tied
More providers
o3
4 providers

Pricing & specs

cheapest listed route · per 1M tokens
On-demand listed rates, OpenRouter routed quotes and Vercel reseller quotes. Enterprise commitments can be materially lower.
Claude 4 Opuso3
Input $/1M$5.00via Snowflake $2.00via OpenAI best
Output $/1M$25.00via Snowflake $8.00via OpenAI best
Context window200K 200K
Max output200K best100K
Serving providers3 4 best
DateFirst listed Jul 2025 Released Apr 16, 2025

Benchmarks

Benchmark scores, side by side
Claude 4 Opuso3
Intelligence16.6 20.2 best
GPQA Diamond70% 83% best
Output speedNot available 121 t/s
Latency (TTFT)Not available 6.79s

Cost calculator

choose a serving route for each side
Input tokens / month
Output tokens / month
Claude 4 Opus
via Snowflake
$50
o3
via Azure
$18

Capabilities

feature support, side by side
FeatureClaude 4 Opuso3
Vision✓✓
Tool use✓✓
Reasoning✓✓
Audio——
Prompt caching✓✓
Structured output✓✓
Web search—✓

Related comparisons

Frequently asked questions

Which is cheaper, Claude 4 Opus or o3?
o3 is cheaper for input ($5.00 vs $2.00 per 1M tokens) from OpenAI. o3 is cheaper for output ($25.00 vs $8.00 per 1M tokens) from OpenAI.
What is the context window difference between Claude 4 Opus and o3?
Both Claude 4 Opus and o3 have about a 200K-token context window.
How do Claude 4 Opus and o3 compare on benchmarks?
On the tracked benchmarks, o3 leads on intelligence.
Listed prices from LiteLLM, OpenRouter and Vercel · last checked Oct 14, 2026

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