Gemini 3.1 Pro Preview vs GPT-5.5 for HR and employment questions

The verdict

GPT-5.5 wins, 9387

Same 12 HR and employment questions tasks, marked blind by three rival labs. GPT-5.5 took 6 tasks, Gemini 3.1 Pro Preview took 1, 5 tied. Tested 18 Aug 2026.

Where they differed most

The task — The grievance about the manager

Guidance excerpt: 'A fair grievance procedure normally follows these stages: the employee sets out the grievance in writing; the employer holds a meeting to discuss it without unreasonable delay; the employee has a statutory right to be accompanied at that meeting by a colleague or a trade union representative; the employer decides what action to take and confirms the decision to the employee in writing; and the employee is told they may appeal, with the appeal heard by someone not previously involved wherever possible. Written records should be kept at every stage.' Priya has submitted a grievance about her own line manager, Dean — who is the person who would normally hold the meeting. Using only the excerpt, set out the first 5 steps in order: exactly 5 bullets, one line each, no sub-points, no preamble. On the line where it matters, say what Dean's involvement changes and who should act instead.

* Priya sets out the grievance in writing, and a written record is kept.
* The employer holds a meeting to discuss it without unreasonable delay, keeping a written record; because the grievance is about Dean, his involvement means he cannot hold the meeting, and the employer (or someone not previously involved) must act instead.
* Priya exercises her statutory right to be accompanied at that meeting by a colleague or a trade union representative, and a written record is kept.
* The employer decides what action to take and confirms the decision…
- Priya sets out her grievance in writing.
- The employer holds a meeting without unreasonable delay; because Dean is the subject of the grievance, someone else from the employer should hold it instead.
- Priya is told she has the statutory right to be accompanied by a colleague or trade union representative.
- The employer decides what action to take and confirms the decision to Priya in writing.
- Priya is told she may appeal, with the appeal heard by someone not previously involved wherever possible.

Task by task

TaskGemini 3.1 Pro PreviewGPT-5.5
Probation is not a free pass99
Write only the message1010
The grievance about the manager79
The decision was made in the car99
Ask everyone or ask nobody88
The off-the-record phone call89
Write only the invitation letter109
Precedent is not a reason810
Write only the file note1010
The number you must not supply810
The screenshotted group chat89
Refuse the engineered redundancy910

Full receipts: Gemini 3.1 Pro Preview, GPT-5.5 · judges claude-sonnet-5, gpt-5.6-terra, grok-4.5

Questions people ask

Which is better for HR and employment questions: Gemini 3.1 Pro Preview or GPT-5.5?

GPT-5.5 — it scored 93/100 against 87/100 on our 12-task HR and employment questions suite, winning 6 tasks to 1 with 5 tied. Every answer was marked blind by three judges from three rival AI labs.

How was this tested?

Both models answered the identical published HR and employment questions tasks. Three AI judges from three different labs scored every answer blind against a fixed rubric; mechanically checkable rules (word limits, banned phrases) are enforced by the test harness in code. The raw outputs and judge verdicts are downloadable.

More HR and employment questions head-to-heads: Claude Sonnet 5 vs GPT-5.5 · Claude Sonnet 5 vs Gemini 3.1 Pro Preview · GPT-5.5 vs GPT-5.6 Sol · Claude Opus 4.8 vs GPT-5.5 · DeepSeek V4 Pro vs GPT-5.5 · GPT-5.5 vs Kimi K3

Full ranking: Best AI for HR and employment questions · model pages: Gemini 3.1 Pro Preview, GPT-5.5