DeepSeek V3.1

DeepSeek chat model for instruction following, coding, and analysis

deepseek/deepseek-chat-v3.1
Organization
DeepSeek
Family
deepseek
Providers
2
Context
163,840
Output limit
32,768
Knowledge
2025-03-31
Release
2025-08-21
Updated
—
Weights
Open
Input
text
Output
text
Capabilities
—

Providers

Compare every cataloged offer for this model, including its provider, route, token limits, price, and capabilities.

2 offers · USD per million tokens
ProviderModel IDContextOutputInput / output · 1MReasoningToolsStructuredDetails
Kilo Gateway
deepseek/deepseek-chat-v3.1
163,84032,768— / ————
View
OpenRouter
deepseek/deepseek-chat-v3.1
163,84032,768— / ————
View

Prices and limits apply to each offer. A dash means the value is not provided. OpenRouter offers show the hosting provider and routing channel separately.

Pricing

Compare token rates and cache charges across available routes and hosting configurations.

USD per million tokens
Input from—Per 1M input tokens
Output from—Per 1M output tokens
Available offers2Across 2 providers

Lowest listed input and output prices across the offers above; they may belong to different providers. These are base rates, before conditional pricing, discounts or additional fees.

Benchmarks

Review attributed evaluation results on each source's original scale.

External evaluations

Sources: Artificial Analysis and Design Arena, via OpenRouter. Scores retain their original scales and are not OpenAI Suite ratings.

Detailed evaluations

Evaluation scoresAccuracy or item F1 · higher is better
gpqa diamondDeepSeek: DeepSeek V3.1
65.509%
tau bench verified airlineDeepSeek: DeepSeek V3.1
53.601%
EvaluationConfigurationSourceResultsDetails
gpqa diamondDeepSeek: DeepSeek V3.1deepseek/deepseek-chat-v3.1OpenRouter65.509%
Details
models · codecategoriesDeepSeek-V3.1deepseek/deepseek-chat-v3.1Design Arena1,112 Elo
Details
models · websiteDeepSeek-V3.1deepseek/deepseek-chat-v3.1Design Arena1,122 Elo
Details
models · uicomponentDeepSeek-V3.1deepseek/deepseek-chat-v3.1Design Arena1,083 Elo
Details
tau bench verified airlineDeepSeek: DeepSeek V3.1deepseek/deepseek-chat-v3.1OpenRouter53.601%
Details
models · 3dDeepSeek-V3.1deepseek/deepseek-chat-v3.1Design Arena1,077 Elo
Details
models · datavizDeepSeek-V3.1deepseek/deepseek-chat-v3.1Design Arena1,096 Elo
Details
Composite indicesDeepSeek V3.1 (Non-reasoning)deepseek/deepseek-chat-v3.1Artificial AnalysisIntelligence 13.7 · Coding — · Agentic —
Details
models · gamedevDeepSeek-V3.1deepseek/deepseek-chat-v3.1Design Arena1,084 Elo
Details
models · svgDeepSeek-V3.1deepseek/deepseek-chat-v3.1Design Arena967 Elo
Details

Sources: Artificial Analysis, Design Arena and OpenRouter. Evaluation configurations and scales differ; results are not interchangeable. Updated Oct 23, 2026.

Apps & session costs

Compare observed median session costs for applications using this model, grouped by conversation length.

30-day sample · through Oct 18, 2026
ApplicationModel routeTurnsMedian cost / sessionDetails
Hermes Agentdeepseek/deepseek-chat-v3.12–9 turns
$0.012196
Details
Hermes Agentdeepseek/deepseek-chat-v3.110–49 turns
$0.127892
Details

Source: OpenRouter, as of Oct 20, 2026. Published under CC BY 4.0. These are observed costs per session, not token prices or a forecast for your workload. Apps are compared separately.

Frequently asked questions

Answers based on the model metadata and serving offers currently in the catalog.

How much does DeepSeek V3.1 cost?

Listed rates start at — per million input tokens and — per million output tokens. Prices vary by provider and configuration; see Pricing for details.

Which providers offer DeepSeek V3.1?

There are 2 cataloged offers across 2 providers. Compare model IDs, prices and limits in Providers.

What is the context window?

The cataloged model context is 163,840 tokens. Each serving endpoint may apply a different limit.

Does it support tools and structured output?

Tool calling: Not reported. Structured output: Not reported. Support can vary by endpoint.

Catalog history · 2 recorded revisions

Metadata observations since this model was first cataloged. These are not model release versions.

  • · 60a5eeaaf3e2
  • · b07cff7f6a33