01GPT-6 Astra
NOPreserving the main channel for employees to raise concerns outweighs the short-term productivity gain from restricting it.
3/3 repetitions agree
Open question set
See how each model decides.
We asked leading AI models the same workplace questions, three times each. See how they answered and how often they changed their answer.
Question library
Choose a question.
Measured Sep 21, 2026
Why each model chose its answer.
Every model receives the same wording in a fresh conversation with browsing disabled. We show the majority answer and one explanation from the run. You can also see when repeated answers disagree.
02GPT-5.6 Terra
NOPreserving the primary channel for raising concerns outweighs the short-term productivity gain; restricting it risks suppressing important employee feedback.
3/3 repetitions agree
03GPT-5.6 Luna
NOThe risk of suppressing the main channel for raising concerns outweighs the short-term productivity gain.
3/3 repetitions agree
04Claude Opus 5
NOThe channels serve as the primary route for surfacing concerns, so restricting them would suppress early warning signals about safety, ethics, and legal risk — a harm that compounds quietly and is far costlier than the measured short-term productivity loss. Voice and accountability outweigh a modest efficiency gain; if productivity is the real problem, address it with norms, scoping, or time boundaries that preserve an intact, well-known path for raising concerns.
3/3 repetitions agree
05Claude Sonnet 5
NOSuppressing the primary channel for raising concerns risks silencing safety, ethics, or grievance issues; that harm outweighs a short-term productivity gain.
3/3 repetitions agree
06Gemini 3.8 Flash
NOPreserving the primary channel for raising concerns is critical for organizational risk detection and problem resolution, outweighing short-term productivity losses.
3/3 repetitions agree
07Grok 4.6
NOrisk of silencing the main concern channel outweighs short-term productivity
3/3 repetitions agree
08DeepSeek V4.1 Flash
NOProtecting the main channel for raising concerns outweighs the short-term productivity risk, since suppressing it could hide serious issues.
2/3 repetitions agree
09Qwen3.8 Max 0902
NORestricting the primary channel for raising concerns risks suppressing safety, ethical, or operational issues. Long-term organizational risk from unheard concerns outweighs short-term productivity gains.
3/3 repetitions agree
10Kimi K3
NOThe deciding risk is suppressing the primary channel for raising concerns: blocking it to recover short-term productivity could silence reports of safety, ethical, or operational problems, whose hidden costs typically exceed the temporary productivity loss. Better to adjust usage norms than restrict the channel itself.
3/3 repetitions agree
11Mistral Large 3
NORisk of stifling critical feedback and concerns outweighs short-term productivity gains.
3/3 repetitions agree
12Llama 4 Maverick
NORisk of suppressing concerns
3/3 repetitions agree
Where would you land?
Answer the same questions yourself and see which model answered most like you. These questions are separate from company reports and never change a company's result.
Find your closest AI model