Compare/GPT-5.6 Terra (high) vs Claude 3.5 Sonnet (Oct '24)

GPT-5.6 Terra (high)vsClaude 3.5 Sonnet (Oct '24)

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

OpenAI

GPT-5.6 Terra (high)

Input
$2.5/M
Output
$15/M
Speed
144 tok/s
TTFT
1.65s
Anthropic

Claude 3.5 Sonnet (Oct '24)

Input
$3/M
Output
$15/M
Speed
TTFT

Winner by Category

Cheaper
GPT-5.6 Terra (high)
Faster (tok/s)
GPT-5.6 Terra (high)
Lower Latency
Claude 3.5 Sonnet (Oct '24)
Benchmarks (7-3)
GPT-5.6 Terra (high)

Pricing Comparison

MetricGPT-5.6 Terra (high)Claude 3.5 Sonnet (Oct '24)
Input ($/M tokens)$2.5$3
Output ($/M tokens)$15$15
Cost for 1M input + 100K output tokens:
GPT-5.6 Terra (high)$4.00
Claude 3.5 Sonnet (Oct '24)$4.50

Speed Comparison

Output Speed (tokens/s) — higher is better
GPT-5.6 Terra (high)
144 tok/s
Claude 3.5 Sonnet (Oct '24)
Time to First Token (seconds) — lower is better
GPT-5.6 Terra (high)
1.65s
Claude 3.5 Sonnet (Oct '24)

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
49.09.9
Coding Index
67.130.2
Math Index
GPQA Diamond
89.6%59.9%
MMLU-Pro
77.2%
LiveCodeBench
38.1%
AIME 2025
MATH-500
77.1%
Humanity's Last Exam
36.7%3.9%
SciCode
50.1%36.6%
IFBench
64.4%
TerminalBench
57.6%
GPT-5.6 Terra (high)7 wins
3 winsClaude 3.5 Sonnet (Oct '24)

Frequently Asked Questions

Which is cheaper, GPT-5.6 Terra (high) or Claude 3.5 Sonnet (Oct '24)?

GPT-5.6 Terra (high) is cheaper overall. Its blended price (3:1 input/output ratio) is $5.63/M tokens vs $6.00/M for Claude 3.5 Sonnet (Oct '24).

Which model performs better on benchmarks?

GPT-5.6 Terra (high) wins 7 out of 12 benchmarks compared to 3 for Claude 3.5 Sonnet (Oct '24). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5.6 Terra (high) generates tokens faster at 144 tok/s vs 0 tok/s. However, Claude 3.5 Sonnet (Oct '24) has lower time-to-first-token (0.00s vs 1.65s).

When should I use GPT-5.6 Terra (high) vs Claude 3.5 Sonnet (Oct '24)?

Choose based on your priorities: GPT-5.6 Terra (high) for lower cost, GPT-5.6 Terra (high) for stronger benchmark performance, and GPT-5.6 Terra (high) for faster generation. For latency-sensitive apps, check the TTFT comparison above.