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

GPT-5.5 (medium)vsClaude Opus 4.7 (Adaptive Reasoning, Max Effort)

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

OpenAI

GPT-5.5 (medium)

Input
$5/M
Output
$30/M
Speed
59 tok/s
TTFT
4.21s
Anthropic

Claude Opus 4.7 (Adaptive Reasoning, Max Effort)

Input
$6.25/M
Output
$25/M
Speed
49 tok/s
TTFT
24.39s

Winner by Category

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

Pricing Comparison

MetricGPT-5.5 (medium)Claude Opus 4.7 (Adaptive Reasoning, Max Effort)
Input ($/M tokens)$5$6.25
Output ($/M tokens)$30$25
Cost for 1M input + 100K output tokens:
GPT-5.5 (medium)$8.00
Claude Opus 4.7 (Adaptive Reasoning, Max Effort)$8.75

Speed Comparison

Output Speed (tokens/s) — higher is better
GPT-5.5 (medium)
59 tok/s
Claude Opus 4.7 (Adaptive Reasoning, Max Effort)
49 tok/s
Time to First Token (seconds) — lower is better
GPT-5.5 (medium)
4.21s
Claude Opus 4.7 (Adaptive Reasoning, Max Effort)
24.39s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
56.757.3
Coding Index
56.252.5
Math Index
GPQA Diamond
92.6%91.4%
MMLU-Pro
LiveCodeBench
AIME 2025
MATH-500
Humanity's Last Exam
40.6%39.6%
SciCode
53.5%54.5%
IFBench
71.0%58.6%
TerminalBench
57.6%51.5%
GPT-5.5 (medium)5 wins
2 winsClaude Opus 4.7 (Adaptive Reasoning, Max Effort)

Frequently Asked Questions

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

Claude Opus 4.7 (Adaptive Reasoning, Max Effort) is cheaper overall. Its blended price (3:1 input/output ratio) is $10.94/M tokens vs $11.25/M for GPT-5.5 (medium).

Which model performs better on benchmarks?

GPT-5.5 (medium) 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 (medium) generates tokens faster at 59 tok/s vs 49 tok/s. GPT-5.5 (medium) also has lower time-to-first-token (4.21s vs 24.39s).

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

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