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DeepSeek V3.1 Terminus

deepseek/deepseek-v3.1-terminus
  • DeepSeek
  • Family · DeepSeek V3 Terminus
  • Released 22 Sep 2025
  • Open weights
  • Text → Text
  • Tools · JSON
Not on OSMEXO yet
Spec & list price
Context160K
Max output144K
Input / 1M$0.27
Output / 1M$1.003.7× input
Scores · standing
Intelligence14.8#177/490
Coding43.5#83/196
Usage
Tokens / day673.7M▼ 8.5% 7d
Usage rank#217
Requests / day94.8K
Tool calls / req0.03
Per request · 30 days
Avg input7.3K0.5× median
Avg output3160.5× median
Cache hit63%0.9× median
Reasoning share5.2%0.1× median
Tool-call failures3.8%2.0× median

Consumption

400.0M800.0M1.2B3 Oct17 Oct1 Nov
Peak 1.2B 29 SepLow 581.6M 31 OctRank today #217

News & trends

News · latest from DeepSeek

Benchmarks

bar = share of the top score · Benchmark data: Artificial Analysis
MMLU-Pro#22 of 273
85.1%
Math index#24 of 206
89.7
AIME 2025#24 of 206
89.7%
LiveCodeBench#27 of 269
79.8%
GPQA Diamond#139 of 445
79.2%
Long-context reasoning#149 of 393
69.3%
IFBench#112 of 328
57.0%
SciCode#119 of 160
38.0%
Speed · median across providers, latest day
Output speed#315/33420 tok/s3.2× slower than median
First token#2351.84 s1.7× longer than median

#9 cheapest of 24 with a similar score

Value
Intelligence Index
101214161820$0.2$0.5$1DeepSeek V3.1 Terminus
Blended price per 1M tokens (log)

Technical details

Tokenizer
DeepSeek
Knowledge cutoff
2025-03-31
License
MIT
Parameters
685B
Moderation
none
Downloads · likes
12.0K · 386
Request parameters 11
  • tools
  • tool_choice
  • response_format
  • structured_outputs
  • reasoning
  • include_reasoning
  • temperature
  • top_p
  • top_k
  • max_tokens
+1 more
  • frequency_penalty

When to use

Best for

  • Coding agents with tool calling
  • Math and knowledge-heavy tasks
  • Long document reasoning
  • Self-hosted general models (open weights)
  • Large generated outputs

Think twice for

  • Image understanding
  • Multi-hour autonomous agent runs
  • Image or audio generation

Research papers

Alternatives

other vendors · similar capability

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