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DeepSeek V4 Flash

deepseek/deepseek-v4-flash
  • DeepSeek
  • Family · DeepSeek V4 Flash
  • Released 31 Jul 2026
  • Open weights
  • Text → Text
  • Reasoning · adjustable
  • Tools · JSON
Spec & list price
Context1M
Max output944K
Input / 1M$0.09
Output / 1M$0.182× input
Scores · standing
Intelligence34.3#51/489
Coding69.1#28/196
Usage
Tokens / day323.3B▼ 8.4% 7d
Usage rank#19
Requests / day25.0M
Tool calls / req0.10
Per request · 30 days
Avg input7.7K0.5× median
Avg output5280.8× median
Cache hit62%0.9× median
Reasoning share53%about median
Tool-call failures2.4%1.3× median

Consumption

200.0B400.0B600.0B3 Oct17 Oct1 Nov
Peak 549.4B 13 OctLow 204.4B 1 NovRank today #19

News & trends

12 mentions this week ▲ 71%this model · videos, posts, articles · 30 days
Trending · 14 days
News · latest from DeepSeek V4 Flash

Benchmarks

bar = share of the top score · Benchmark data: Artificial Analysis
GPQA Diamond#34 of 445
90.8%
Long-context reasoning#55 of 393
79.7%
Terminal-Bench 2.1#25 of 182
78.7%
Coding index#28 of 196
69.1
τ-Bench Banking#20 of 154
39.4%
SciCode#58 of 160
50.3%
Humanity's Last Exam#58 of 465
38.6%
Intelligence index#51 of 489
34.3
Speed · median across 16 providers, latest day
Output speed#193/33458 tok/s1.1× slower than median
Fastest provider175 tok/sbest of 16 providers
First token#1580.98 sabout median

Best value in its score band

Value
Intelligence Index
3035404550$0.1$0.2$0.5$1DeepSeek V4 Flash
Blended price per 1M tokens (log)
Family progress
Intelligence Index
20304050MayJunJulAugSepOctDeepSeek V4 Flash
  • Family releases45.1

Technical details

Reasoning
on · high
Tokenizer
DeepSeek
License
MIT
Parameters
291B
Moderation
none
Downloads · likes
1.1M · 2.4K
Reasoning effort
  • xhigh
  • high · default
  • none
Request parameters 22
  • tools
  • tool_choice
  • response_format
  • structured_outputs
  • reasoning
  • reasoning_effort
  • include_reasoning
  • temperature
  • top_p
  • top_k
+12 more
  • min_p
  • max_tokens
  • max_completion_tokens
  • stop
  • seed
  • frequency_penalty
  • logit_bias
  • logprobs
  • presence_penalty
  • repetition_penalty
  • top_a
  • top_logprobs

When to use

Best for

  • Low-cost coding assistants and code review
  • Research and analysis over very long documents
  • Tool-calling agents with structured output
  • Self-hosted deployments (open weights)

Think twice for

  • Image or screenshot understanding (text only)
  • Browser-driving agents
  • Long multi-step autonomous agent runs

Research papers

Same family

DeepSeek V4 Flash

Alternatives

other vendors · similar capability

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