Claude Sonnet Latest vs GPT-4o

API pricing, context window and capabilities for Claude Sonnet Latest and GPT-4o, 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 Latest wins on price and on context window. Benchmark data is unavailable for one or both models.

Price
Claude Sonnet Latest
Terminal-Bench
Not called
Intelligence
Not called
Context window
Claude Sonnet Latest

Key takeaways

who wins on what, from the published numbers

Claude Sonnet Latest wins

  • Cheaper input ($2.00 vs $2.50 /1M)
  • Larger context window (1M vs 131K)
  • Higher max output (128K vs 16K)
  • Has reasoning mode
  • Has web search

GPT-4o wins

  • More serving providers (1 vs 6)
  • Supports audio
Cheaper overall
Claude Sonnet Latest
$2.00 + $10.00 /1M
Larger context
Claude Sonnet Latest
1M
More providers
GPT-4o
6 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. An OpenRouter routed quote is the price of whichever upstream provider OpenRouter prefers today, so it moves day to day.
Claude Sonnet LatestGPT-4o
Input $/1M$2.00OpenRouter routed quote best$2.50via OpenAI
Output $/1M$10.00OpenRouter routed quote $10.00via OpenAI
Context window1M best131K
Max output128K best16K
Serving providers1 6 best
DateFirst listed Jul 2026 Released May 13, 2024

Benchmarks

Benchmark scores, side by side
Claude Sonnet LatestGPT-4o
IntelligenceNot available 8.4
GPQA DiamondNot available 54%
Output speedNot available 150 t/s
Latency (TTFT)Not available 0.79s

Cost calculator

choose a serving route for each side
Input tokens / month
Output tokens / month
Claude Sonnet Latest
via OpenRouter
$20
GPT-4o
via Gmi
$23

Capabilities

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

Related comparisons

Frequently asked questions

Which is cheaper, Claude Sonnet Latest or GPT-4o?
Claude Sonnet Latest is cheaper for input ($2.00 vs $2.50 per 1M tokens) as an OpenRouter routed quote.
What is the context window difference between Claude Sonnet Latest and GPT-4o?
Claude Sonnet Latest has a 1M-token context window and GPT-4o has 131K tokens, so Claude Sonnet Latest can take a larger prompt.
Listed prices from LiteLLM, OpenRouter and Vercel · last checked Oct 14, 2026

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