Gemini 3.1 Pro Preview
GoogleGeminiProprietary
Description
Gemini 3.1 Pro is the latest model in the Gemini 3 series. It excels at complex tasks requiring broad world knowledge and advanced reasoning across modalities. Gemini 3.1 Pro uses dynamic thinking by default to reason through prompts, and features a 1 million-token input context window with 64k output tokens.
Release Date
2026-02-19
Parameters
—
Context Length
1.0M
Modalities
audio, image, pdf, text, video
Capability Radar
48
general
67
coding
94
reasoning
72
science
80
agents
80
multimodal
Rankings
| Domain | #Rank | Score | Source |
|---|---|---|---|
| Agentic Capability | 70 | 46.0 | LS |
| Code Ranking | 34 | 88.0 | AA |
| General Ranking | 26 | 84.0 | AA |
| Math Reasoning | 13 | 91.0 | LB |
| Reasoning | 18 | 84.0 | LB |
| Science | 6 | 94.0 | AA |
Benchmark Scores (LLM Stats)
(LLM Stats (zeroeval))Agents
t2-bench
99.3%SR
BrowseCompOpenAI (2025)
85.9%SR
MCP Atlas
69.2%SR
Terminal-Bench 2.0Stanford × Laude Institute (2026)
68.5%SR
SWE-Bench ProPrinceton NLP (2024)
54.2%SR
Finance Agent v2
43.0%
FrontierSWE
40.0%
APEX-Agents
33.5%SR
DeepSWE 1.1
12.0%
Legal Agent Benchmark
0.0%
Biology
GPQANYU + Cohere + Anthropic (2023)
94.3%SR
SciCode
59.0%SR
Code
LiveCodeBench Pro
2887.00 / 3000SR
SWE-Bench Verified
80.6%SR
General
MMMLU
92.6%SR
MMMU-Pro
80.5%SR
LiveBench
79.9%
MRCR v2 (8-needle)
26.3%SR
Math
Humanity's Last Exam
51.4%SR
Reasoning
ARC-AGI v2
77.1%SR
AA Evaluation Indices
(Artificial Analysis)Coding Index(Artificial Analysis)68.8
Intelligence Index(Artificial Analysis)47.7
Tau2(Sierra + U Toronto + Vector Institute (2025))1.0
Gpqa(NYU + Cohere + Anthropic (2023))0.9
Lcr(Artificial Analysis)0.8
Ifbench(Google Research (2023))0.8
Terminalbench V2 10.7
Scicode(UIUC + Argonne National Lab (2024))0.6
Terminalbench Hard(Stanford × Laude Institute (2026))0.5
Hle(Center for AI Safety + Scale AI (2025))0.5
Tau Banking0.2
LLM Stats Category Scores
(LLM Stats (zeroeval))Code100
Reasoning100
General100
Search90
Language90
Multimodal80
Physics80
Spatial Reasoning80
Frontend Development80
Biology80
Chemistry80
Tool Calling80
Math70
Vision70
Agents50
Finance40
Long Context30
Healthcare20
Legal0
Pricing
Input Price$2 / 1M tokens
Output Price$12 / 1M tokens
Blended Price (3:1)$4.5 / 1M tokens
Cache Read Price$0.2 / 1M tokens
Speed
Tokens/sec127.4
Time to First Token17.99s
Time to Answer17.99s
Provider Price Ranking
Provider Price Ranking
22 providers
Cheapest: GoogleMost Expensive: OrcaRouter
ProviderInputOutput
1GoogleCheapest
$0
$0.00002
2NanoGPT
$2
$12
3Abacus
$2
$12
4Perplexity Agent
$2
$12
5OpenRouter
$2
$12
6ZenMux
$2
$12
7Vivgrid
$2
$12
8Kilo Gateway
$2
$12
9GitHub Copilot
$2
$12
10FrogBot
$2
$12
11AIHubMix
$2
$12
12Vercel AI Gateway
$2
$12
13LLM Gateway
$2
$12
14Vertex
$2
$12
15FastRouter
$2
$12
16Auriko
$2
$12
17Merge Gateway
$2
$12
18DaoXE
$2
$12
19Ofox
$2
$12
20Impossibl
$2
$12
21Venice AI
$2.5
$15
22OrcaRouter
$4
$18
Compare pricing across different API providers for this model.