Intelligence
wins
46.5
Gemini 3.1 Pro Preview
40.8
DeepSeek V4 Pro
Gemini 3.1 Pro Preview vs DeepSeek V4 Pro
Gemini 3.1 Pro Preview from Google and DeepSeek V4 Pro from DeepSeek are shown side by side so you can compare pricing, model IDs, context and output limits, modalities, tool use, release details, and benchmark results where data is available.
Gemini 3.1 Pro PreviewGoogle
DeepSeek V4 ProDeepSeek
Basic Information
Name
Gemini 3.1 Pro PreviewGemini 3.1 Pro Preview
Model id
Gemini 3.1 Pro Previewgemini-3.1-pro-preview
Intro
Gemini 3.1 Pro PreviewGemini 3.1 Pro Preview is presented as a reliability-focused refinement of Gemini 3 Pro. Google’s preview notes emphasize better thinking, token efficiency, grounding, factuality, software engineering, agentic tool use, and multi-step execution. The preview label matters: it should be described as an advanced but evolving model for teams testing the next Pro behavior.
Author
Gemini 3.1 Pro PreviewGoogle
Released date
Gemini 3.1 Pro Preview2026-02-19
Name
DeepSeek V4 ProDeepSeek V4 Pro
Model id
DeepSeek V4 Prodeepseek-v4-pro
Intro
DeepSeek V4 ProDeepSeek V4 Pro is described as a large-scale Mixture-of-Experts model with 1.6T total parameters and 49B activated parameters, while keeping a 1M-token context window for very large inputs. Its model cards emphasize advanced reasoning, coding, and long-horizon agent workflows rather than simple chat. The Pro variant is the capability-oriented member of the V4 family, making it better suited to full-codebase analysis, large research synthesis, and multi-step automation where depth matters more than the lowest possible latency.
Author
DeepSeek V4 ProDeepSeek
Released date
DeepSeek V4 Pro2026-04-24
Pricing
Input
Gemini 3.1 Pro Preview$2/M
Output
Gemini 3.1 Pro Preview$12/M
Cached input
Gemini 3.1 Pro Preview$0.2/M
Input
DeepSeek V4 Pro$1.8/M
Output
DeepSeek V4 Pro$3.5/M
Cached input
DeepSeek V4 Pro$0.015/M
Context & Output
Context length
Gemini 3.1 Pro Preview1M
Max output tokens
Gemini 3.1 Pro Preview65.5K
Context length
DeepSeek V4 Pro1M
Max output tokens
DeepSeek V4 Pro384K
Capabilities
Reasoning
Gemini 3.1 Pro Preview
Knowledge
Gemini 3.1 Pro Preview2025-01-01
Attachment
Gemini 3.1 Pro Preview
Input modalities
Gemini 3.1 Pro PreviewAudio, Image, PDF, Text, Video
Output modalities
Gemini 3.1 Pro PreviewText
Temperature
Gemini 3.1 Pro Preview
Tool use
Gemini 3.1 Pro Preview
Reasoning
DeepSeek V4 Pro
Knowledge
DeepSeek V4 Pro2025-05-01
Attachment
DeepSeek V4 Pro
Input modalities
DeepSeek V4 ProText
Output modalities
DeepSeek V4 ProText
Temperature
DeepSeek V4 Pro
Tool use
DeepSeek V4 Pro
Benchmark
Coding
wins
55.5
Gemini 3.1 Pro Preview
43.2
DeepSeek V4 Pro
Gemini 3.1 Pro PreviewGoogle
DeepSeek V4 ProDeepSeek
Knowledge & Reasoning
GPQA
wins94.1%
HLE
wins44.7%
GPQA
90.5%
HLE
33.5%
Coding
SciCode
wins58.9%
Terminal-Bench Hard
wins53.8%
SciCode
46.4%
Terminal-Bench Hard
41.7%
Instruction Following & Agent Tasks
IFBench
wins77.1%
AA-LCR
wins72.7%
Tau2
wins95.6%
IFBench
71.3%
AA-LCR
65%
Tau2
94.2%
FAQ
Which model is better, Gemini 3.1 Pro Preview or DeepSeek V4 Pro?+
Gemini 3.1 Pro Preview and DeepSeek V4 Pro should be compared by workload. This page places price, context, output limits, capabilities, and benchmark data side by side. It is also relevant to: deepseek vs gemini.
Is DeepSeek V4 Pro cheaper than Gemini 3.1 Pro Preview?+
Use the pricing rows above to compare input, output, and cached input prices for Gemini 3.1 Pro Preview and DeepSeek V4 Pro.
Which model supports a longer context length?+
Gemini 3.1 Pro Preview lists 1M context length, while DeepSeek V4 Pro lists 1M.
Can I access both models through TokenHub?+
If both models are available in the TokenHub catalog, you can route requests to Gemini 3.1 Pro Preview and DeepSeek V4 Pro through the TokenHub API.