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DeepSeek V3.1 (Non-reasoning)

open weightsdeprecated by benchmark source
DeepSeek · released 2025-08-21 · 10 offers

Context 128K tokens

Top 5 cheapest providers (Adjusted $/task)

The same list price can give a different adjusted $/task (caching, token efficiency) — click a price for its inputs.

Within the active global provider, residency and confidentiality filters.

#ProviderAdjusted $/task
1DeepInfra
2Novita
3SiliconFlow
4CoreWeave
5Google Vertex AI

Composite

2 of 7 inputs · 1 from the model family6 radar axes: DesignArena's two boards share one

29.1

AA CodingCoding Agent v1.4AA IntelligenceAA AgenticEpoch ECISoftware ECIDesignArenaAA Intelligence: percentile 58Epoch ECI: percentile 21

AA Coding Coding Agent v1.4 AA Intelligence 13.7AA Agentic Epoch ECI 139.9Software ECI DesignArena —/—

Radar: percentile among all models measured on each input; a gap means not measured.

Benchmark sheet

9 of 140 registered benchmark versions · bars show the percentile among all models measured on each benchmark.

Composite attachments (used in the score, not counted as exact benchmarks):
  • Epoch ECI · attached
Compare this model →

Agentic

Instruction-following

Knowledge

Long-context

  • AA-LCR v1.14647.0%

    AA-LCR v1.1 v1.1 · Published board — Tests reasoning across multiple long documents with corrected answer keys and grading.

Math

  • AIME 2025 (AA) v20254849.7%

    AIME 2025 (AA) v2025 · Published board — Advanced mathematical problem solving on AIME I and II 2025.

Reasoning

Science

Tool-use

Missing coverage · 135 benchmark versions

No result does not mean a zero, or that the model was never tested. Collection failures and disputed versions retain their distinct status.

Variants / reasoning settings

Artificial Analysis snapshot 2026-09-19 · Data: Artificial Analysis · Data: Epoch AI (CC BY)

VariantAA CodingAA Intelligence
DeepSeek V3.1 (Non-reasoning)13.7
DeepSeek V3.1 (Reasoning)13.5
Token offers by platform · 9 offers (Adjusted $/task)

Click any underlined price to see how it is estimated and where each input comes from. How we calculate adjusted cost.

9 offers within the active global filters; “—” means the catalog is active but no public token price is available.

OpenRouter (7)

DeepInfra
Novita
SiliconFlow
CoreWeave
Mara
Google
SambaNova

Google Vertex AI (1)

Google Vertex AI

AWS Bedrock (1)

AWS Bedrock
DeepSeek V3.1 (Non-reasoning) — benchmarks & cost | Benchmark Heaven