Gemini 3 Pro Preview vs Gemini 3.1 Pro Preview

Wins 3 of 6 benchmarks
$1.30 / task
Wins 1 of 6 benchmarks
Different efforts: high · thinking · Compare all at high
Arena Text · creative writing Arena Text · creative writing: Human pairwise preferences in the stated text vote pool
Gemini 3 Pro Preview1,485
Gemini 3.1 Pro Preview1,481
EQ-Bench Longform Creative Writing 1.11 Longform Creative Writing 1.11: Models plan, revise and write a story across eight turns, graded with a writing rubric
Gemini 3 Pro Preview68.8
Gemini 3.1 Pro Preview68.2
EQ-Bench Creative Writing v3 Creative Writing v3 · Elo: Judge-rated creative writing under the v3 prompt set and pairwise ranking
Gemini 3 Pro Preview1,524.5
Gemini 3.1 Pro Preview1,491.3
IFBench (instructions) IFBench (instructions): Checks whether the model follows precise formatting and content instructions
Gemini 3 Pro Preview70.4
Gemini 3.1 Pro Preview77.1
Lech Mazur Short-Story Lech Mazur Short-Story · comparison score: Judges compare stories written to ten required elements; the comparison score can be negative
Gemini 3 Pro Preview—
Gemini 3.1 Pro Preview-2.2
Harvey LAB-AA 1.1 Harvey LAB-AA 1.1: Legal agents work from case documents; every rubric criterion must pass and material hallucinations receive no credit
Gemini 3 Pro Preview—
Gemini 3.1 Pro Preview0

Specs

SpecGemini 3 Pro PreviewGemini 3.1 Pro Preview
Input, per 1M!$2$2
Output, per 1M!$12$12
Cost per task?—$1.30
Speed, tok/s—115
Context1M1M
WeightsClosedClosed
ReleasedNov 2025Feb 2026
See images✓✓
Read PDFsPartial✓
Hear audio✓✓
Watch video✓✓
Call tools✓✓
Force a tool call?Partial
Return strict JSON✓✓
Search the web?✓
Run code?✓
Use a computer??

What breaks when you switch

Gemini 3 Pro Preview → Gemini 3.1 Pro Preview
Cannot use both thinking controls›

Setting thinking_level and legacy thinking_budget together returns HTTP 400; use only one.

Gemini 3.1 Pro Preview → Gemini 3 Pro Preview
Cannot use both thinking controls›

Setting thinking_level and legacy thinking_budget together returns HTTP 400; use only one.