Compare/Claude Opus 4.7 (Adaptive Reasoning, Max Effort) vs GPT-5.5 (high)

Claude Opus 4.7 (Adaptive Reasoning, Max Effort)vsGPT-5.5 (high)

Side-by-side comparison of pricing, 12 benchmarks, and generation speed.

Anthropic

Claude Opus 4.7 (Adaptive Reasoning, Max Effort)

Input
$5/M
Output
$25/M
Speed
49 tok/s
TTFT
23.51s
OpenAI

GPT-5.5 (high)

Input
$5/M
Output
$30/M
Speed
58 tok/s
TTFT
17.28s

Winner by Category

Cheaper
Claude Opus 4.7 (Adaptive Reasoning, Max Effort)
Faster (tok/s)
GPT-5.5 (high)
Lower Latency
GPT-5.5 (high)
Benchmarks (2-5)
GPT-5.5 (high)

Pricing Comparison

MetricClaude Opus 4.7 (Adaptive Reasoning, Max Effort)GPT-5.5 (high)
Input ($/M tokens)$5$5
Output ($/M tokens)$25$30
Cost for 1M input + 100K output tokens:
Claude Opus 4.7 (Adaptive Reasoning, Max Effort)$7.50
GPT-5.5 (high)$8.00

Speed Comparison

Output Speed (tokens/s) — higher is better
Claude Opus 4.7 (Adaptive Reasoning, Max Effort)
49 tok/s
GPT-5.5 (high)
58 tok/s
Time to First Token (seconds) — lower is better
Claude Opus 4.7 (Adaptive Reasoning, Max Effort)
23.51s
GPT-5.5 (high)
17.28s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
53.553.1
Coding Index
73.671.6
Math Index
GPQA Diamond
91.4%93.2%
MMLU-Pro
LiveCodeBench
AIME 2025
MATH-500
Humanity's Last Exam
39.6%43.0%
SciCode
54.5%55.9%
IFBench
58.6%71.6%
TerminalBench
51.5%59.8%
Claude Opus 4.7 (Adaptive Reasoning, Max Effort)2 wins
5 winsGPT-5.5 (high)

Frequently Asked Questions

Which is cheaper, Claude Opus 4.7 (Adaptive Reasoning, Max Effort) or GPT-5.5 (high)?

Claude Opus 4.7 (Adaptive Reasoning, Max Effort) is cheaper overall. Its blended price (3:1 input/output ratio) is $10.00/M tokens vs $11.25/M for GPT-5.5 (high).

Which model performs better on benchmarks?

GPT-5.5 (high) wins 5 out of 12 benchmarks compared to 2 for Claude Opus 4.7 (Adaptive Reasoning, Max Effort). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5.5 (high) generates tokens faster at 58 tok/s vs 49 tok/s. However, GPT-5.5 (high) has lower time-to-first-token (17.28s vs 23.51s).

When should I use Claude Opus 4.7 (Adaptive Reasoning, Max Effort) vs GPT-5.5 (high)?

Choose based on your priorities: Claude Opus 4.7 (Adaptive Reasoning, Max Effort) for lower cost, GPT-5.5 (high) for stronger benchmark performance, and GPT-5.5 (high) for faster generation. For latency-sensitive apps, check the TTFT comparison above.