Agent JSK
Agents read simulated email connectors that contain prompt injection attacks. Scored on resisting the injected instructions.
In-house OpenAI evaluation drawn from a split of training data.
- Made by
- OpenAI
- Released
- December 2025
- Kind
- Jailbreaks and prompt injection
- Level
- Expert
- Scored
- Graded by a model
- Answers
- Agent task
- Tasks
- Kept private
- Strongest model tested
- GPT-5.6 Sol #13 on the capability index
- Last in a system card
- August 2026
- Last model added
- August 2026
2 models share the top score of 100% among models released by July 2026
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.
The newest model with a score here came out in July 2026, and nobody has reported a newer one. Among the 20 highest-ranked models on the capability index, these have no score yet:
- Claude Fable 5.2
-
Gemini 4 Carbon
- GPT-6 Astra
- Claude Opus 5.5
- and 13 more
- 1 GPT-5.6 Sol 100%
- 2 GPT-5.6 Terra 100%
- 3 GPT-5.6 Luna 99.9%
- 4 GPT-5.4 99.8%
- 5 GPT-5.5 Instant 99.2%
- 6 GPT-5.2 97.8%
- 7 GPT-5.5 96.3%
Source: Labs’ model cards
| # | Model | Score | Setting | Date | Source |
|---|---|---|---|---|---|
| 1 | GPT-5.6 Sol | 100% | Jun 2026 | Lab model card | |
| 2 | GPT-5.6 Terra | 100% | Jun 2026 | Lab model card | |
| 3 | GPT-5.6 Luna | 99.9% | Jun 2026 | Lab model card | |
| 4 | GPT-5.4 | 99.8% | Mar 2026 | Lab model card | |
| 5 | GPT-5.5 Instant | 99.2% | May 2026 | Lab model card | |
| 6 | GPT-5.2 | 97.8% | Dec 2025 | Lab model card | |
| 7 | GPT-5.5 | 96.3% | Apr 2026 | Lab model card |
3 models have held number one in labs’ own numbers since its release in December 2025
Lab claims count from the day the card came out, independent runs from the model’s release.
Source: Labs’ model cards
OpenAI’s own number for GPT-5.2 passed 85% in December 2025
All the scores we have, one dot each, so a model tested at several settings appears more than once.
Source: Labs’ model cards
Labs report it only in system cards
We read the headline results of 522 launch posts from 52 labs, and none of them list this benchmark. Some system cards do, below.
11 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.
| Date | Document | Score | As the document writes it | Section |
|---|---|---|---|---|
| Aug 6, 2026 | GPT-5.6 Sol system card addendum | 100 | Prompt injection attacks in connectors (4.2 table) | Robustness |
| Jul 9, 2026 | GPT-5.6 Terra system card | 100 | Prompt injection, Connectors (4.2 table) | Robustness |
| Jul 9, 2026 | GPT-5.6 Sol system card | 100 | Prompt injection, Connectors (4.2 table) | Robustness |
| Jul 9, 2026 | GPT-5.6 Luna system card | 99.9 | Prompt injection, Connectors (4.2 table) | Robustness |
| Jun 25, 2026 | GPT-5.6 Terra system card | 100 | Prompt injection, Connectors (4.2 table) | Robustness |
| Jun 25, 2026 | GPT-5.6 Sol system card | 100 | Prompt injection, Connectors (4.2 table) | Robustness |
| Jun 25, 2026 | GPT-5.6 Luna system card | 99.9 | Prompt injection, Connectors (4.2 table) | Robustness |
| May 4, 2026 | GPT-5.5 Instant system card | 99.2 | Prompt injection attacks in connectors (Table 4) | Robustness |
| Apr 23, 2026 | GPT-5.5 system card | 96.3 | Prompt injection attacks in connectors (Table 6, 4.2) | Robustness |
| Mar 5, 2026 | GPT-5.4 system card | 99.8 | Prompt injection attacks in connectors (Table 4, 3.4) | Robustness |
| Dec 11, 2025 | GPT-5.2 system card addendum | 97.8 | Prompt Injection, Agent JSK, gpt-5.2-thinking (Table 3) | Robustness |
More 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%
- 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.
Gemini 4 Carbon 0%
- DistressBench In use Models reply as a chatbot to 718 simulated users in psychological crisis, in single-turn and multi-turn chats. Three judge models score replies against clinician-written rubrics.
Muse Spark 1.2 88.4%
- Lakera B3 (Backbone Breaker Benchmark) In use Crowdsourced prompt-injection attacks hit backbone LLMs inside agent threat snapshots at three defense levels. The score is attack resistance, 100 minus the board's vulnerability percentage. Claude Opus 4.5 89%
- IHEval In use Models face conflicts between system, user and tool instructions. Reports a composite score for following the higher-priority instruction. GPT-4o 70%