Benchmark Almanac

OpenAI Production Benchmarks and safe-completion evals

Only in system cards

Hard production-derived prompts per policy category, under-18 evals, agentic safe completions and image-input evals. Scored on safe completion rate.

Made by OpenAI Refusing harmful requests Tasks kept private Last in a system card Oct 2026 Last model added Oct 2026
Scored
Graded by a model A language model scores each response, usually against a rubric.
Answers
Open-ended Free-form text, documents, designs or media judged as a whole.
33
System cards report it, from 1 lab

No scores here yet

No lab, leaderboard or Epoch AI run has reported a score for OpenAI Production Benchmarks and safe-completion evals yet.

Labs report it only in system cards

We read the headline results of 479 launch posts from 51 labs, and none of them list this benchmark. Some system cards do, below.

33 system cards report it, from 1 lab

Besides launch posts, we read the system cards, model cards and technical reports labs publish with a release. They report far more, including safety and frontier-risk tests.

DateDocumentScoreAs the document writes itSection
29 Oct 2026 GPT-6 Luna system card addendum Production Benchmarks with Challenging Prompts, 8 categories, no overall score (Table 1) Safety
26 Oct 2026 GPT-6.1 Terra system card addendum Production Benchmarks with Challenging Prompts, 8 categories, no overall score (Table 22) Safety
7 Oct 2026 GPT-6 Sol system card addendum Production Benchmarks with Challenging Prompts, 8 categories, no overall score (Table 1) Safety
7 Oct 2026 GPT-6 Luna system card addendum Production Benchmarks with Challenging Prompts, 8 categories, no overall score (Table 1) Safety
29 Sep 2026 GPT-6.1 Sol system card addendum Production Benchmarks with Challenging Prompts, 8 categories, no overall score (Table 1) Safety
22 Sep 2026 GPT-6 Sol system card Production Benchmarks with Challenging Prompts, 8 categories, no overall score (Table 23, A.2.1.1) Safety
22 Sep 2026 GPT-6 Luna system card Production Benchmarks with Challenging Prompts, 8 categories, no overall score (Table 23, A.2.1.1) Safety
3 Sep 2026 GPT-6 Astra system card Production Benchmarks with Challenging Prompts, 8 categories, no overall score (Table 1) Safety
6 Aug 2026 GPT-5.6 Sol system card addendum Production Benchmarks with Challenging Prompts, not_unsafe, 8 categories, no overall score (3.1.1) Safety
6 Aug 2026 GPT-5.6 Luna system card addendum Production Benchmarks with Challenging Prompts, not_unsafe, 8 categories, no overall score (3.1.1) Safety
9 Jul 2026 GPT-5.6 Terra system card Production Benchmarks with Challenging Prompts, not_unsafe, 8 categories, no overall score (3.1.1) Safety
9 Jul 2026 GPT-5.6 Sol system card Production Benchmarks with Challenging Prompts, not_unsafe, 8 categories, no overall score (3.1.1) Safety
9 Jul 2026 GPT-5.6 Luna system card Production Benchmarks with Challenging Prompts, not_unsafe, 8 categories, no overall score (3.1.1) Safety
25 Jun 2026 GPT-5.6 Terra system card Production Benchmarks with Challenging Prompts, not_unsafe, 8 categories, no overall score (3.1.1) Safety
25 Jun 2026 GPT-5.6 Sol system card Production Benchmarks with Challenging Prompts, not_unsafe, 8 categories, no overall score (3.1.1) Safety
25 Jun 2026 GPT-5.6 Luna system card Production Benchmarks with Challenging Prompts, not_unsafe, 8 categories, no overall score (3.1.1) Safety
4 May 2026 GPT-5.5 Instant system card Production Benchmarks with Challenging Prompts, not_unsafe, 8 categories, no overall score, e.g. nonviolent illicit 0.957, gore 0.703, sexual/minors 0.810 (Table 1) Safety
23 Apr 2026 GPT-5.5 system card Production Benchmarks with Challenging Prompts, not_unsafe, 9 categories, no overall score (Table 1) Safety
17 Mar 2026 GPT-5.4 Mini system card Production Benchmarks with Challenging Prompts, 9 categories, no overall score (Table 16) Safety
5 Mar 2026 GPT-5.4 system card Production Benchmarks with Challenging Prompts, not_unsafe, 9 categories, no overall score (Table 1) Safety
5 Feb 2026 GPT-5.3 Codex system card Production Benchmarks, not_unsafe, 11 categories, no overall score (Table 1) Safety
18 Dec 2025 GPT-5.2 Codex system card addendum Production Benchmarks, not_unsafe, 12 categories, no overall score (Table 1) Safety
11 Dec 2025 GPT-5.2 system card addendum Production Benchmarks, not_unsafe, gpt-5.2-thinking, 11 categories, no overall score (Table 1) Safety
18 Nov 2025 GPT-5.1-Codex-Max system card Production Benchmarks, not_unsafe, 13 categories, no overall score (Table 1) Safety
12 Nov 2025 GPT-5.1 system card addendum Production Benchmarks, not_unsafe, gpt-5.1-thinking, 13 categories including mental health and emotional reliance, no overall score (Table 1) Safety
27 Oct 2025 GPT-5 system card addendum Disallowed Content Evaluations - Production Benchmarks, not_unsafe, 13 categories incl. new emotional reliance and mental health, no overall score (Table 1) Safety
15 Sep 2025 GPT-5-Codex system card addendum Production Benchmarks, not_unsafe, 11 categories, no overall score (Table 1) Safety
7 Aug 2025 GPT-5 system card Production Benchmarks, not_unsafe, 11 categories, no overall score (Table 3) Safety
7 Aug 2025 GPT-5 nano system card Production Benchmarks, gpt-5-thinking-nano, 11 categories, no overall score (Table 24) Safety
7 Aug 2025 GPT-5 mini system card Production Benchmarks, gpt-5-thinking-mini, 11 categories, no overall score (Table 24) Safety
5 Aug 2025 gpt-oss-20b model card Production Benchmarks, not_unsafe, 11 categories, no overall score (Table 5) Safety
5 Aug 2025 gpt-oss-120b model card Production Benchmarks, not_unsafe, 11 categories, no overall score (Table 5) Safety
17 Jul 2025 ChatGPT agent system card Production Benchmarks, not_unsafe, 11 categories, no overall score (Table 2) Safety

More in Safety and alignment

All 444 in Safety and alignment
  • FORTRESS In use Paired adversarial and benign national-security misuse prompts. Rubric-graded risk score on adversarial and over-refusal score on benign prompts. Claude Opus 5.5 5.78%
  • StrongREJECT In use Forbidden-prompt jailbreak benchmark with a rubric grader that scores how useful a non-refusal actually is. Inkling 98.6%
  • AgentDojo In use Agents do tool-use tasks while tools and data carry prompt injections. Attack success rate counts hijacked runs. Grok 4 Fast 0%
  • MASK In use Measures whether a model contradicts its own elicited beliefs under pressure to lie. Honesty separated from accuracy. Muse Spark Open 98.1%
  • Gray Swan IPI Arena benchmark In use Indirect prompt-injection attacks from public red-teaming competitions replayed on tool, coding and browser agents. Attack success rate at k attempts. GPT-6 Astra 8.50%
  • Agentic misalignment suite (Anthropic) In use Agents in simulated company settings face threats or goal conflicts that invite blackmail, leaking or sabotage. Score is the misaligned action rate. Claude Sonnet 4.5 0%