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DeepSeek logo

DeepSeek-V4.1-Flashvsgpt-6-astra

OpenAI logo

Compare the things that matter before you build: current price, capabilities, and latest aggregated LLM7 statistics.

Current pricing

See the cost difference clearly

DeepSeek-V4.1-Flash

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What's different

Only capabilities that differ between these models are listed. Green highlights the broader supported option or larger context window.

Input formats

DeepSeek-V4.1-Flash

text

gpt-6-astra

text, image

Vision

DeepSeek-V4.1-Flash

Not supported

gpt-6-astraBetter fit

Supported

Capability scores

AI-estimated ratings on 30 criteria from head-to-head comparisons against 86 other text models in the LLM7 catalog, judged by TypeSafe Jev from public information (2026-10-20). Each score is the win rate against the field, relative to the strongest model for that criterion (100%). Not a benchmark.

Below 50%50–79%80–94%95%+

DeepSeek-V4.1-Flash · leads in 4

66%

Moderate

gpt-6-astra · leads in 25

76%

Moderate

Knowledge & reasoning

  • General knowledge

    DeepSeek-V4.1-Flash57%
    gpt-6-astraLeads87%
  • Logical reasoning

    DeepSeek-V4.1-Flash70%
    gpt-6-astraLeads81%
  • Mathematics

    DeepSeek-V4.1-FlashLeads88%
    gpt-6-astra83%
  • Scientific and technical depth

    DeepSeek-V4.1-Flash73%
    gpt-6-astraLeads81%
  • Planning and task decomposition

    DeepSeek-V4.1-Flash68%
    gpt-6-astraLeads81%

Coding & tools

  • Code generation

    DeepSeek-V4.1-FlashLeads77%
    gpt-6-astra75%
  • Debugging and code review

    DeepSeek-V4.1-Flash80%
    gpt-6-astraLeads82%
  • Agentic coding

    DeepSeek-V4.1-Flash80%
    gpt-6-astraLeads83%
  • Tool and function calling

    DeepSeek-V4.1-Flash66%
    gpt-6-astraLeads82%
  • SQL and query writing

    DeepSeek-V4.1-Flash80%
    gpt-6-astraLeads82%

Writing & language

  • Creative writing

    DeepSeek-V4.1-Flash49%
    gpt-6-astraLeads77%
  • Professional writing

    DeepSeek-V4.1-Flash57%
    gpt-6-astraLeads79%
  • Conversational quality

    DeepSeek-V4.1-Flash54%
    gpt-6-astraLeads80%
  • Multilingual ability

    DeepSeek-V4.1-Flash69%
    gpt-6-astraLeads76%
  • Translation

    DeepSeek-V4.1-Flash63%
    gpt-6-astraLeads81%
  • Summarization

    DeepSeek-V4.1-Flash65%
    gpt-6-astraLeads77%

Data & professional work

  • Data analysis

    DeepSeek-V4.1-Flash74%
    gpt-6-astraLeads84%
  • Professional domains

    DeepSeek-V4.1-Flash60%
    gpt-6-astraLeads81%
  • Information extraction

    DeepSeek-V4.1-Flash68%
    gpt-6-astraLeads82%
  • Classification and labeling

    DeepSeek-V4.1-Flash70%
    gpt-6-astraLeads86%
  • Long-context handling

    DeepSeek-V4.1-Flash80%
    gpt-6-astraLeads84%

Reliability & control

  • Instruction following

    DeepSeek-V4.1-Flash61%
    gpt-6-astraLeads78%
  • Structured output

    DeepSeek-V4.1-Flash68%
    gpt-6-astraLeads84%
  • Factual accuracy

    DeepSeek-V4.1-Flash56%
    gpt-6-astraLeads75%
  • Safety and alignment

    DeepSeek-V4.1-Flash44%
    gpt-6-astraLeads72%
  • Steerability

    DeepSeek-V4.1-Flash57%
    gpt-6-astraLeads77%
  • Output consistency

    DeepSeek-V4.1-Flash61%
    gpt-6-astraLeads80%

Speed, cost & vision

  • Response speed

    DeepSeek-V4.1-FlashLeads80%
    gpt-6-astra30%
  • Cost efficiency

    DeepSeek-V4.1-FlashLeads48%
    gpt-6-astra28%
  • Image understanding

    DeepSeek-V4.1-FlashNo image input
    gpt-6-astra61%

Latest LLM7 statistics

Recent aggregated percentages and response-time metrics from LLM7, not a global model benchmark or traffic disclosure.

Recent stability

DeepSeek-V4.1-Flash

97.64%

gpt-6-astra

95.42%

Average response time

DeepSeek-V4.1-Flash

4,900.53 ms

gpt-6-astra

14,182.07 ms

P95 API latency

DeepSeek-V4.1-Flash

30,000 ms

gpt-6-astra

60,000 ms

Side-by-side trends

Shared charts make the observed differences easier to read. Metrics without enough history stay hidden.

Request success rate

Both models on the same scale

DeepSeek-V4.1-Flash: 100%gpt-6-astra: 100%
21 Sept21 Oct

Average API latency

Both models on the same scale

DeepSeek-V4.1-Flash: 2,735 msgpt-6-astra: 4,296 ms
21 Sept21 Oct

P95 API latency

Both models on the same scale

DeepSeek-V4.1-Flash: 10,000 msgpt-6-astra: 10,000 ms
21 Sept21 Oct

Estimate your workload

Published rates are loaded from the pricing API; per-request quotes are billed from actual provider usage.

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Quick take

  • gpt-6-astra supports image input while the other model does not.
  • DeepSeek-V4.1-Flash recorded higher recent LLM7 stability during this period.
  • DeepSeek-V4.1-Flash recorded a lower observed p95 API latency on LLM7 during this period.

Keep exploring