Expired50% confidenceFactExact time
Gemini 3.1 Pro High generated 307,000 lines of code with a bug density of 614 per million lines and security issues of 210 per million lines
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
Valid until: 9/30/2026(expired)
Sources
Sonar Tests Code Quality Across 53 LLMs: Claude Has the Most Security Vulnerabilities, GPT-5 Code Volume Surges 5x
bilibiliAI_Express6/1/2026
Related Claims
UnverifiedGemini 3.1 Pro High achieved a pass rate of 84.17% on the SWE-bench test, ranking first, with 307,000 lines of code generated, a bug density of 614 per million lines of code, and 210 security issues per million lines of code.84% similarUnverifiedGemini 3.1 Pro has a coding ELO rating of 2887.67% similarUnverifiedGemini 3.1 Pro is prone to hallucinations and sometimes produces inconsistent output quality.66% similarUnverifiedGemini 3.5 Flash支持1,048,576个输入token和65,536个最大输出token64% similarUnverifiedGemini 3.1 Pro High achieved the best overall quality in the Sonar evaluation, with good code conciseness and a cyclomatic complexity of 234.64% similar
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