Compare/gpt-oss-120b (high) vs Claude Opus 4.6 (Non-reasoning, High Effort)

gpt-oss-120b (high)vsClaude Opus 4.6 (Non-reasoning, High Effort)

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

OpenAI

gpt-oss-120b (high)

Input
$0.15/M
Output
$0.6/M
Speed
354 tok/s
TTFT
0.50s
Anthropic

Claude Opus 4.6 (Non-reasoning, High Effort)

Input
$5/M
Output
$25/M
Speed
54 tok/s
TTFT
1.04s

Winner by Category

Cheaper
gpt-oss-120b (high)
Faster (tok/s)
gpt-oss-120b (high)
Lower Latency
gpt-oss-120b (high)
Benchmarks (5-6)
Claude Opus 4.6 (Non-reasoning, High Effort)

Pricing Comparison

Metricgpt-oss-120b (high)Claude Opus 4.6 (Non-reasoning, High Effort)
Input ($/M tokens)$0.15$5
Output ($/M tokens)$0.6$25
Cost for 1M input + 100K output tokens:
gpt-oss-120b (high)$0.21
Claude Opus 4.6 (Non-reasoning, High Effort)$7.50

Speed Comparison

Output Speed (tokens/s) — higher is better
gpt-oss-120b (high)
354 tok/s
Claude Opus 4.6 (Non-reasoning, High Effort)
54 tok/s
Time to First Token (seconds) — lower is better
gpt-oss-120b (high)
0.50s
Claude Opus 4.6 (Non-reasoning, High Effort)
1.04s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
33.346.5
Coding Index
28.647.6
Math Index
93.4
GPQA Diamond
78.2%84.0%
MMLU-Pro
80.8%
LiveCodeBench
87.8%
AIME 2025
93.4%
MATH-500
Humanity's Last Exam
18.5%18.6%
SciCode
38.9%45.7%
IFBench
69.0%44.6%
TerminalBench
23.5%48.5%
gpt-oss-120b (high)5 wins
6 winsClaude Opus 4.6 (Non-reasoning, High Effort)

Frequently Asked Questions

Which is cheaper, gpt-oss-120b (high) or Claude Opus 4.6 (Non-reasoning, High Effort)?

gpt-oss-120b (high) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.26/M tokens vs $10.00/M for Claude Opus 4.6 (Non-reasoning, High Effort).

Which model performs better on benchmarks?

Claude Opus 4.6 (Non-reasoning, High Effort) wins 6 out of 12 benchmarks compared to 5 for gpt-oss-120b (high). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

gpt-oss-120b (high) generates tokens faster at 354 tok/s vs 54 tok/s. gpt-oss-120b (high) also has lower time-to-first-token (0.50s vs 1.04s).

When should I use gpt-oss-120b (high) vs Claude Opus 4.6 (Non-reasoning, High Effort)?

Choose based on your priorities: gpt-oss-120b (high) for lower cost, Claude Opus 4.6 (Non-reasoning, High Effort) for stronger benchmark performance, and gpt-oss-120b (high) for faster generation. For latency-sensitive apps, check the TTFT comparison above.