GPQA DiamondVerified
94.1%
GPQA Diamond (AA run)
Models / Google
Gemini 3.1 Pro Preview
Gemini 3.1 · Released 2026-02-19
Listed on Artificial Analysis with API pricing $2/$12 per 1M tokens. Benchmark rows sync from the AA snapshot — see the ledger on this page.
Frontier model tracked on Artificial Analysis. Use the benchmark ledger below for sourced scores; we do not infer numbers beyond published rows.
Composite71
Context128K
Input / 1M$2.0
Output / 1M$12
Knowledge cutoffopen
Output speed131 t/s
Statussolid
Family profile
Best published score in each covered benchmark family.
77/100 avg
- Reasoning
- 94
- Coding
- 59
- Agentic
- 74
- Long context
- 82
4 tested benchmark families
Benchmark placements
Per-benchmark positions
Where Gemini 3.1 Pro Preview places on each public benchmark source that publishes a row. Rank counts every model with a latest row in the same test — not a universal quality score.
| Benchmark | Family | Rank | Score | Source | Date |
|---|---|---|---|---|---|
| GPQA Diamond | Reasoning | #6/ 184 | 94 | Artificial Analysis | 2026-09-28 |
| SciCode | Coding | #9/ 97 | 59 | Artificial Analysis | 2026-09-28 |
| Humanity's Last Exam | Reasoning | #16/ 186 | 47 | Artificial Analysis | 2026-09-28 |
| AA-LCR | Long context | #22/ 184 | 82 | Artificial Analysis | 2026-09-28 |
| AA output speed | Performance | #36/ 195 | Artificial Analysis | 2026-10-12 | |
| Terminal-Bench | Agentic | #37/ 167 | 74 | Artificial Analysis | 2026-09-28 |
Family context
Strongest rows in each family
The three highest-scoring models with pages in each capability family. Where Gemini 3.1 Pro Preview shows up, it's highlighted.
ReasoningGemini 3.1 Pro Preview · 94
- 196
- 295
- 395
Math
- 152
- 252
- 350
CodingGemini 3.1 Pro Preview · 59
- 174
- 273
- 370
AgenticGemini 3.1 Pro Preview · 74
- 191
- 289
- 389
Long contextGemini 3.1 Pro Preview · 82
- 189
- 286
- 385
Newest receipts
6 recentLast 120 days
Benchmark rows added to the public ledger for Gemini 3.1 Pro Preview in the last 120 days. Older rows live in the full table below.
| Benchmark | Family | Score | Source | Days ago |
|---|---|---|---|---|
| AA output speed | Performance | 131 t/s | Artificial Analysis | 10 |
| AA-LCR | Long context | 82% | Artificial Analysis | 24 |
| GPQA Diamond | Reasoning | 94.1% | Artificial Analysis | 24 |
| Humanity's Last Exam | Reasoning | 47% | Artificial Analysis | 24 |
| SciCode | Coding | 58.7% | Artificial Analysis | 24 |
| Terminal-Bench | Agentic | 73.78% | Artificial Analysis | 24 |
Family coverage
Best score per family
A high composite that hides a weak family is a trap. These bars surface the families where this model hasn't been publicly tested, and where it leads.
Price vs. performance
Where Gemini 3.1 Pro Preview sits on the scatter
Hover any dot for name, score, and input price. Keyboard: tab through the top twelve, or use the ranking below.
AnthropicOpenAIGoogleAlibabaMetaZhipuxAIDeepSeekMiniMaxXiaomiMoonshotOtherMeituanMistralNVIDIACohere
Full benchmark ledger
Every catalog benchmark for Gemini 3.1 Pro Preview. Scores link to the original source; gaps mean no public row exists yet.
7 of 13 catalog benchmarks have a sourced row for Gemini 3.1 Pro Preview.
Reasoning
Humanity's Last ExamVerified
47%
HLE (AA run)
Math
FrontierMathVerified
36.9%
FrontierMath Tiers 1-3 (v2) best Epoch run
Coding
SciCodeVerified
58.7%
SciCode (AA run)
Agentic
Terminal-BenchVerified
73.78%
Terminal-Bench v2.1 (AA run)
Long context
AA-LCRVerified
82%
AA-LCR (AA run)
Performance
AA output speedVerified
131 t/s
Median output tokens/s (1k prompt, default provider)
Sources
Where the numbers come from
- Artificial Analysis models index· checked 2026-07-09
Questions this model page answers
Every answer below is assembled from the dated fields on this page. Nothing is written separately for search.
What is Gemini 3.1 Pro Preview?
Gemini 3.1 Pro Preview is a Google model: Listed on Artificial Analysis with API pricing $2/$12 per 1M tokens. Benchmark rows sync from the AA snapshot — see the ledger on this page.
What is Gemini 3.1 Pro Preview for?
Frontier model tracked on Artificial Analysis. Use the benchmark ledger below for sourced scores; we do not infer numbers beyond published rows.
What does Gemini 3.1 Pro Preview cost?
Gemini 3.1 Pro Preview lists $2.0 input and $12 output per 1M tokens. Pricing last checked 2026-07-09.
How large is the Gemini 3.1 Pro Preview context window?
Gemini 3.1 Pro Preview publishes a 128K token context window.
What is the VerdictPal status of Gemini 3.1 Pro Preview?
Gemini 3.1 Pro Preview carries Solid status on the model atlas.
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