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DeepSeek logo

deepseek-v4-flashvsgpt-5.3-codex-spark

OpenAI logo

Compare the things that matter before you build: current price, capabilities, and observed LLM7 usage.

Current pricing

See the cost difference clearly

Directly comparable

deepseek-v4-flash

Input $0.05 USD · Output $0.10 USD / 1M tokens

gpt-5.3-codex-spark

Input $0.36 USD · Output $2.81 USD / 1M tokens

What's different

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

Context window

deepseek-v4-flashBetter fit

1,000,000 tokens

gpt-5.3-codex-spark

400,000 tokens

JSON mode

deepseek-v4-flash

Not supported

gpt-5.3-codex-sparkBetter fit

Supported

Observed usage comparison

A 30-day LLM7 snapshot, not a global model benchmark.

Requests handled

deepseek-v4-flash

124

gpt-5.3-codex-spark

52

Observed success rate

deepseek-v4-flash

96.77%

gpt-5.3-codex-spark

100%

Average API latency

deepseek-v4-flash

19,888.04 ms

gpt-5.3-codex-spark

1,363.69 ms

P95 API latency

deepseek-v4-flash

60,000 ms

gpt-5.3-codex-spark

5,000 ms

Estimate your workload

Try the same request volume against both public price lists.

Cost calculator

Adjust the volume to see an instant estimate at the current public price.

1M tokens
10,000 tokens
01M

Input estimate

$0.0005

Output estimate

$0.00025

Estimated total

$0.00075

Cost calculator

Adjust the volume to see an instant estimate at the current public price.

1M tokens
10,000 tokens
01M

Input estimate

$0.0036

Output estimate

$0.007025

Estimated total

$0.010625

Quick take

  • deepseek-v4-flash has a larger context window.
  • gpt-5.3-codex-spark recorded a higher observed LLM7 request success rate during this period.
  • gpt-5.3-codex-spark recorded a lower observed p95 API latency on LLM7 during this period.

Keep exploring