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DeepSeek V3.2 Exp

deepseek/deepseek-v3.2-exp
  • DeepSeek
  • Family · DeepSeek V3
  • Released 29 Sep 2025
  • Open weights
  • Text → Text
  • Tools · JSON
Not on OSMEXO yet
Spec & list price
Context160K
Max output144K
Input / 1M$0.27
Output / 1M$0.411.5× input
Scores · standing
Intelligence16.6#165/489
Usage
Tokens / day1.5B▼ 22% 7d
Usage rank#172
Requests / day65.3K
Tool calls / req0.01
Per request · 30 days
Avg input7.0K0.5× median
Avg output672about median
Cache hit47%0.7× median
Reasoning share3.5%0.1× median
Tool-call failures0.2%0.1× median

Consumption

1.0B2.0B3.0B2 Oct16 Oct31 Oct
Peak 2.9B 7 OctLow 688.7M 31 OctRank today #172

News & trends

6 mentions this week ▼ 14%DeepSeek V3 family · videos, posts, articles · 30 days
Trending · 14 days · DeepSeek V3 family
News · latest from DeepSeek

Benchmarks

bar = share of the top score · Benchmark data: Artificial Analysis
MMLU-Pro#24 of 273
85.0%
Math index#37 of 206
87.7
AIME 2025#37 of 206
87.7%
LiveCodeBench#28 of 269
78.9%
GPQA Diamond#135 of 445
79.7%
Long-context reasoning#122 of 393
72.3%
IFBench#124 of 328
54.1%
Terminal-Bench Hard#73 of 311
31.1%
Speed · median across providers, latest day
Output speed#321/33317 tok/s3.9× slower than median
First token#2642.22 s2.2× longer than median

#4 cheapest of 18 with a similar score

Value
Intelligence Index
510152025$0.2$0.5$1DeepSeek V3.2 Exp
Blended price per 1M tokens (log)
Family progress
Intelligence Index
5101520252025MarMayJulSepNovDeepSeek V3.2 Exp
  • Family releases21.5

Technical details

Tokenizer
DeepSeek
Knowledge cutoff
2025-07-31
License
MIT
Parameters
685B
Moderation
none
Downloads · likes
43.4K · 1.0K
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

  • Cost-efficient long-context reasoning
  • Tool-calling agents over long inputs
  • Coding and math tasks
  • Self-hosted general models (open weights)

Think twice for

  • Production use that needs a stable release (experimental)
  • Image understanding
  • Newer projects (usage is declining)

Research papers

Same family

DeepSeek V3

Alternatives

other vendors · similar capability

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