DeepSeekDeepSeek V3.1Open SourceArena #49Sep 22, 2025

DeepSeek: DeepSeek V3.1 Terminus (exacto)

DeepSeek-V3.1 Terminus is an update to DeepSeek V3.1 that maintains the model's original capabilities while addressing issues reported by users, including language consistency and agent capabilities, further optimizing the model's performance in coding and search agents. It is a large hybrid reasoning model (671B parameters, 37B active) that supports both thinking and non-thinking modes. It extends the DeepSeek-V3 base with a two-phase long-context training process, reaching up to 128K tokens, and uses FP8 microscaling for efficient inference. Users can control the reasoning behaviour with the `reasoning` `enabled` boolean. Learn more in our docs The model improves tool use, code generation, and reasoning efficiency, achieving performance comparable to DeepSeek-R1 on difficult benchmarks while responding more quickly. It supports structured tool calling, code agents, and search agents, making it suitable for research, coding, and agentic workflows.

Context Window
164K
tokens
Max Output
tokens
Released
Sep 22, 2025
Arena Rank
#49
of 305 models
Output Speed
168
tokens/sec
Time to First Token
720ms
TTFT

Capabilities

👁Vision
🧠Reasoning
🔧Tool Calling
Prompt Caching
🖥Computer Use
🎨Image Generation

Supported Parameters

Frequency Penalty
Reduce repetition
Include Reasoning
Show reasoning tokens
Max Tokens
Output length limit
min_p
Presence Penalty
Encourage new topics
Reasoning
Extended thinking
Repetition Penalty
Penalize repeated tokens
Response Format
JSON mode / structured output
Seed
Deterministic outputs
Stop Sequences
Custom stop tokens
structured_outputs
Temperature
Controls randomness
Tool Choice
Control tool usage
Tool Calling
Function calling support
Top K
Top-K sampling
Top P
Nucleus sampling

Pricing Comparison

RouterInput / 1MOutput / 1MCached Input / 1M
OpenRouter$0.21$0.79$0.17
Vercel AI$0.27$1.00
Martian$0.21$0.79$0.13
DeepInfra$0.21$0.79$0.13

Benchmarks

Artificial Analysis
Intelligence IndexArtificial Analysis
59/100
Coding IndexArtificial Analysis
54/100
Math IndexArtificial Analysis
68/100
MMLU-PROArtificial Analysis
0.758/1
GPQA DiamondArtificial Analysis
0.598/1
MATH-500Artificial Analysis
0.848/1
AIME 2024Artificial Analysis
0.28/1
LiveCodeBenchArtificial Analysis
0.528/1
SciCodeArtificial Analysis
0.255/1

Model IDs

OpenRouterdeepseek/deepseek-v3.1-terminus:exacto

Tags

reasoningtool-calling
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