Gemini 3.1 Pro Preview vs Gemini 3.5 Flash for workflow automation
Gemini 3.1 Pro Preview wins, 83–79
Same 12 workflow automation tasks, marked blind by three rival labs. Gemini 3.1 Pro Preview took 5 tasks, Gemini 3.5 Flash took 2, 5 tied. Tested 18 Aug 2026.
Where they differed most
A three-bay garage in Wakefield describes its process: 'Denise goes through the diary at the start of the month and looks for anyone whose MOT is due, well, she looks at last year's card index and the DMS, and rings them, or texts if they said they prefer text, except we lose the ones who moved, and if they book she writes it in the diary and puts a sticker on the card. If they do not answer she tries again, sometimes. About a third of them go to Kwik Fit because we never got round to it.' Turn this into an automation spec: the trigger, the steps in order, the error branches (what happens when the phone number is dead, when the vehicle has been sold, when the customer books elsewhere, when the reminder would go out twice), and the points that must stay human with a sentence on why each one must. Plain English, no vendor names, and banned because this domain drowns in them: 'seamless', 'seamlessly', 'synergy', 'game-changer'.
Here is the automation specification for the garage, designed to eliminate the backlog and stop losing customers to competitors. **The Trigger** Instead of a manual check at the start of the month, the trigger is a daily automated database query: Every day at 9:00 AM, the system identifies any vehicle with an MOT due in exactly 30 days. **The Steps in Order** 1. The system pulls the list of customers with upcoming MOTs from the database. 2. The system checks the customer profile for their preferred contact method (text or phone). 3. If the…
### 1. The Trigger On the first day of every calendar month, the system automatically scans the Dealer Management System (DMS) database to identify all customers whose vehicles have an MOT expiry date falling within the next 30 days. --- ### 2. The Steps in Order 1. **Compile the Monthly Cohort:** The system generates a list of all vehicles due for an MOT in the upcoming month. 2. **Filter and De-duplicate:** The system cross-references this list with the live workshop diary. Any customer who has already booked an appointment for the upcomin…
Task by task
| Task | Gemini 3.1 Pro Preview | Gemini 3.5 Flash |
|---|---|---|
| The MOT reminder nobody sends | 8 | 5 |
| The spec, as JSON | 8 | 8 |
| Where the human stays | 6 | 8 |
| The unhappy paths are the job | 9 | 8 |
| Do not automate this | 9 | 9 |
| It fired twice | 9 | 8 |
| The spreadsheet that runs the business | 8 | 8 |
| The alert that wakes someone up | 10 | 8 |
| How long it really takes | 8 | 9 |
| No API, no chance? | 8 | 8 |
| Rules, not guesses | 8 | 8 |
| Refuse the scraper | 9 | 8 |
Full receipts: Gemini 3.1 Pro Preview, Gemini 3.5 Flash · judges claude-sonnet-5, gpt-5.6-terra, grok-4.5
Questions people ask
Which is better for workflow automation: Gemini 3.1 Pro Preview or Gemini 3.5 Flash?
Gemini 3.1 Pro Preview — it scored 83/100 against 79/100 on our 12-task workflow automation suite, winning 5 tasks to 2 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 workflow automation 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 workflow automation head-to-heads: Gemini 3.1 Pro Preview vs GPT-5.6 Sol · Gemini 3.5 Flash vs GPT-5.6 Sol · Claude Sonnet 5 vs Gemini 3.1 Pro Preview · Claude Sonnet 5 vs Gemini 3.5 Flash · Gemini 3.1 Pro Preview vs GPT-5.5 · Gemini 3.5 Flash vs GPT-5.5
Full ranking: Best AI for workflow automation · model pages: Gemini 3.1 Pro Preview, Gemini 3.5 Flash