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DeepSeek V3 0324

deepseek/deepseek-chat-v3-0324
  • DeepSeek
  • Family · DeepSeek V3
  • Released 25 Mar 2025
  • Open weights
  • Text → Text
  • Tools · JSON
Not on OSMEXO yet
Spec & list price
Context160K
Max output115K
Input / 1M$0.29
Output / 1M$1.143.9× input
Scores · standing
Intelligence9.7#253/489
Coding21.2#139/196
Usage
Tokens / day2.6B▼ 14% 7d
Usage rank#148
Requests / day294.0K
Tool calls / req0.02
Per request · 30 days
Avg input4.7K0.3× median
Avg output2250.3× median
Cache hit44%0.6× median
Reasoning share0%0.0× median
Tool-call failures0.7%0.4× median

Consumption

1.7B3.3B5.0B2 Oct16 Oct31 Oct
Peak 4.7B 28 SepLow 1.3B 31 OctRank today #148

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
MATH-500#42 of 167
94.2%
MMLU-Pro#59 of 273
81.9%
GPQA Diamond#248 of 445
65.5%
SciCode#111 of 160
39.0%
AIME#48 of 160
52.0%
IFBench#190 of 328
41.0%
τ²-Bench#143 of 319
47.1%
Long-context reasoning#233 of 393
40.7%
Speed · median across 2 providers, latest day
Output speed#303/33325 tok/s2.7× slower than median
Fastest provider29 tok/sbest of 2 providers
First token#2531.99 s1.9× longer than median

#25 cheapest of 44 with a similar score

Value
Intelligence Index
510152025$0.1$0.2$0.5$1DeepSeek V3 0324
Blended price per 1M tokens (log)
Family progress
Intelligence Index
5101520252025MarMayJulSepNovDeepSeek V3 0324
  • Family releases21.5

Technical details

Tokenizer
DeepSeek
Knowledge cutoff
2024-07-31
License
MIT
Parameters
685B
Moderation
none
Downloads · likes
278.9K · 3.2K
Request parameters 12
  • tools
  • tool_choice
  • response_format
  • structured_outputs
  • temperature
  • top_p
  • top_k
  • max_tokens
  • seed
  • frequency_penalty
+2 more
  • logprobs
  • top_logprobs

When to use

Best for

  • Low-cost open-weight chat and drafting
  • Math and general knowledge questions
  • Tool-calling with JSON output
  • Self-hosted general assistants

Think twice for

  • Image input (text-only)
  • Hardest agentic and terminal tasks
  • New builds where newer DeepSeek releases fit better

Research papers

Same family

DeepSeek V3

Alternatives

other vendors · similar capability

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