Benchmark Almanac

Autointent-Chem

Grok 4.6 100% leads since Aug 2026 Only in system cards

Models face manual and synthetic dangerous and benign chemistry queries. xAI reports refusal recall on the dangerous ones.

In-house xAI evaluation, run with the full safeguard stack.

Made by xAI (SpaceXAI) Released Jul 2026 Hazardous knowledge Tasks kept private Last in a system card Sep 2026 Last model added Sep 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.
3
Models scored in lab cards
3
System cards report it, from 1 lab

Grok 4.6 leads with 100%

Best score per model as labs report them in their own cards. Labs pick their own settings, so these compare less cleanly than independent runs.

  1. 1 Grok 4.6 100%
  2. 2 Grok 4.7 99.9%
  3. 3 Grok 4.5 96.7%
#ModelScoreSettingDateSource
1 Grok 4.6 100% Aug 2026 Model card
2 Grok 4.7 99.9% Sep 2026 Model card
3 Grok 4.5 96.7% Jul 2026 Model card

2 models have held number one since its release in Jul 2026

Lab claims count from the day the card came out, independent runs from the model’s release.

xAI
Lab claims Passed 85% in Jul 2026, by Grok 4.5
Grok 4.6 100%

The best score passed 85% in Jul 2026

All the scores we have, one dot each, so a model tested at several settings appears more than once.

Reported by the lab in its model card Best so far
0% 20% 40% 60% 80% 100% Near the ceiling (85%) Grok 4.6 0% 20% 40% 60% 80% 100% Near the ceiling (85%) Grok 4.6

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.

3 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
21 Sep 2026 Grok 4.7 model card 99.9 Chem refusal recall (Autointent-Chem), high (9.3 table) Safety
12 Aug 2026 Grok 4.6 model card 100 Chem refusal recall (Autointent-Chem), high (10.3 table) Safety
14 Jul 2026 Grok 4.5 model card 96.7 Chem refusal accuracy (Autointent-Chem), full safeguards, high (10.3 table) Safety

More in Biology and chemistry

All 96 in Biology and chemistry
  • SUPERChem In use Models solve 500 expert-written chemistry reasoning problems, offered in multimodal and text-only forms. Expert solution paths also allow a reasoning path score. Tencent Hy4 preview 66.4%
  • GeneBench Pro In use Agents analyze messy simulated genomics and biology datasets to estimate a decision-relevant quantity across 129 problems. Scored automatically against known answers. GPT-6 Astra 37.1%
  • LifeSciBench In use Models complete 750 expert-written life science research tasks, often with attached figures, tables, or sequence files. Graded against expert rubrics as score and pass rate. GPT-6 Astra 60.3%
  • MolecularIQ In use Models answer questions about molecular graphs, such as counting, indexing and constrained generation, and a symbolic checker verifies each answer. Intern-S2-397B 62.4%
  • TOMG-Bench In use Models generate molecules from natural language requests in three tasks: molecule editing, molecule optimization and customized generation. Each output is checked for validity and for meeting the requested properties. Intern-S2-397B 66.8%
  • BABE Fading Models reason from experimental results in peer-reviewed biology papers to draw conclusions, with causal and cross-scale inference. Seed2.0 Lite (0428) 57.9%