Claude Sonnet 5 vs GPT-5.4

API pricing, context window and capabilities for Claude Sonnet 5 and GPT-5.4, side by side. Prices are the cheapest listed serving route per 1M tokens, from LiteLLM and OpenRouter.

Verdict

computed from the published numbers

Claude Sonnet 5 wins on price and on Terminal-Bench. GPT-5.4 wins on intelligence and on context window.

Price
Claude Sonnet 5
Terminal-Bench
Claude Sonnet 5
Intelligence
GPT-5.4
Context window
GPT-5.4

Key takeaways

who wins on what, from the published numbers

Claude Sonnet 5 wins

  • Cheaper input ($2.00 vs $2.50 /1M)
  • Cheaper output ($10.00 vs $15.00 /1M)
  • More serving providers (9 vs 6)

GPT-5.4 wins

  • Larger context window (1M vs 1.1M)
Cheaper overall
Claude Sonnet 5
$2.00 + $10.00 /1M
Larger context
GPT-5.4
1.1M
More providers
Claude Sonnet 5
9 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 Sonnet 5GPT-5.4
Input $/1M$2.00via Anthropic best$2.50via Databricks
Output $/1M$10.00via Anthropic best$15.00via OpenAI
Context window1M 1.1M best
Max output128K 128K
Serving providers9 best6
DateReleased Jun 30, 2026 Released Mar 5, 2026

Benchmarks

Benchmark scores, side by side
Claude Sonnet 5GPT-5.4
Intelligence38.2 39.0 best
Terminal-Bench81% best78%
GPQA Diamond91% 92% best
Output speed85 t/s 92 t/s best
Latency (TTFT)187.72s best192.30s

Cost calculator

choose a serving route for each side
Input tokens / month
Output tokens / month
Claude Sonnet 5
via Azure
$20
GPT-5.4
via Databricks
$27

Capabilities

feature support, side by side
FeatureClaude Sonnet 5GPT-5.4
Vision✓✓
Tool use✓✓
Reasoning✓✓
Audio——
Prompt caching✓✓
Structured output✓✓
Web search✓✓

Related comparisons

Frequently asked questions

Which is cheaper, Claude Sonnet 5 or GPT-5.4?
Claude Sonnet 5 is cheaper for input ($2.00 vs $2.50 per 1M tokens) from Anthropic. Claude Sonnet 5 is cheaper for output ($10.00 vs $15.00 per 1M tokens) from Anthropic.
What is the context window difference between Claude Sonnet 5 and GPT-5.4?
Claude Sonnet 5 has a 1M-token context window and GPT-5.4 has 1.1M tokens, so GPT-5.4 can take a larger prompt.
How do Claude Sonnet 5 and GPT-5.4 compare on benchmarks?
On the tracked benchmarks, Claude Sonnet 5 leads on Terminal-Bench, and GPT-5.4 leads on intelligence.
Listed prices from LiteLLM, OpenRouter and Vercel · last checked Oct 14, 2026

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