R1 vs GPT-4o

API pricing, context window and capabilities for R1 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

R1 wins on price, on intelligence and on context window. Benchmark data is unavailable for one or both models.

Price
R1
Terminal-Bench
Not called
Intelligence
R1
Context window
R1

Key takeaways

who wins on what, from the published numbers

R1 wins

  • Cheaper input ($0.40 vs $2.50 /1M)
  • Cheaper output ($0.40 vs $10.00 /1M)
  • Larger context window (164K vs 131K)
  • Higher max output (164K vs 16K)
  • More serving providers (14 vs 6)
  • Has reasoning mode

GPT-4o wins

  • Supports vision
  • Supports audio
Cheaper overall
R1
$0.40 + $0.40 /1M
Larger context
R1
164K
More providers
R1
14 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.
R1GPT-4o
Input $/1M$0.40via Hyperbolic best$2.50via OpenAI
Output $/1M$0.40via Hyperbolic best$10.00via OpenAI
Context window164K best131K
Max output164K best16K
Serving providers14 best6
DateReleased Jan 1, 2025 Released May 13, 2024

Benchmarks

Benchmark scores, side by side
R1GPT-4o
Intelligence11.4 best8.4
Terminal-Bench19% Not available
GPQA Diamond71% best54%
Output speed152 t/s best150 t/s
Latency (TTFT)1.09s 0.79s best

Cost calculator

choose a serving route for each side
Input tokens / month
Output tokens / month
R1
via Hyperbolic
$2.40
GPT-4o
via Gmi
$23

Capabilities

feature support, side by side
FeatureR1GPT-4o
Vision—✓
Tool use✓✓
Reasoning✓—
Audio—✓
Prompt caching✓✓
Structured output✓✓
Web search——

Related comparisons

Frequently asked questions

Which is cheaper, R1 or GPT-4o?
R1 is cheaper for input ($0.40 vs $2.50 per 1M tokens) from Hyperbolic. R1 is cheaper for output ($0.40 vs $10.00 per 1M tokens) from Hyperbolic.
What is the context window difference between R1 and GPT-4o?
R1 has a 164K-token context window and GPT-4o has 131K tokens, so R1 can take a larger prompt.
How do R1 and GPT-4o compare on benchmarks?
On the tracked benchmarks, R1 leads on intelligence.
Listed prices from LiteLLM, OpenRouter and Vercel · last checked Oct 14, 2026

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