API models · Side by side

Claude Opus 5.5 vs DeepSeek V4.1 Flash

Claude Opus 5.5 is a premium model, and DeepSeek V4.1 Flash is one of the cheapest capable models available. The price gap is enormous, so the real question is how much checking and correcting each one needs.

The short answer

Opus charges $4 per million input tokens and $20 per million output tokens. DeepSeek charges $0.15 and $0.60 off-peak ($0.30 and $1.20 at weekday peak times), roughly 13 to 33 times cheaper. Opus reads files directly; DeepSeek takes text and images only. DeepSeek can write longer replies: about 393,000 tokens vs 128,000.

Compare the details

Compare context, supported inputs and usage costs. Highlighted rows show a difference.

Claude Opus 5.5 vs DeepSeek V4.1 Flash specifications
FeatureClaude Opus 5.5DeepSeek V4.1 Flash
Input formatsfile, image, textimage, text
Output formatstexttext
Context / position limit1,000,0001,048,576
Maximum output tokens128,000393,216
Developer featuresReasoning output, Completion limit, Output limit, Reasoning controls, Thinking effort, Response format, Stop sequences, Structured output, Tool selection, Tool calling, Response lengthfrequency penalty, Reasoning output, logit bias, logprobs, Output limit, min p, presence penalty, Reasoning controls, Thinking effort, repetition penalty, Response format, Seed, Stop sequences, Structured output, Temperature, Tool selection, Tool calling, top k, top logprobs, Sampling controls
Cached input / 1M tokens$0.20$0.003000
Cache write / 1M tokens$5.00Unknown
USD input / 1M tokens$4.00$0.15
USD output / 1M tokens$20.00$0.60
Model identifieranthropic/claude-opus-5.5deepseek/deepseek-v4.1-flash

API pricing

Prices are in USD per million tokens. Input is what you send; output is what the model generates. Claude and ChatGPT subscriptions are billed separately.

DeepSeek V4.1 Flash: long-prompt rates
  • Long-prompt threshold: 0 prompt tokens. Input: $0.15 / 1M. Output: $0.60 / 1M.
  • Long-prompt threshold: 0 prompt tokens. Input: $0.15 / 1M. Output: $0.60 / 1M.
  • Long-prompt threshold: 0 prompt tokens. Input: $0.30 / 1M. Output: $1.20 / 1M.
  • Long-prompt threshold: 0 prompt tokens. Input: $0.15 / 1M. Output: $0.60 / 1M.
  • Long-prompt threshold: 0 prompt tokens. Input: $0.30 / 1M. Output: $1.20 / 1M.
  • Long-prompt threshold: 0 prompt tokens. Input: $0.15 / 1M. Output: $0.60 / 1M.

Tools, images and additional reasoning can add charges. The examples below cover input and output tokens only.

Compare local models

What those prices mean in practice

Each example uses the same token budget for both models. These are calculations, not measured workloads. Cache discounts, media, tools and extra reasoning are excluded.

Token cost examples
WorkloadClaude Opus 5.5DeepSeek V4.1 Flash
1,000 short requestsPer request: 2,000 input + 500 output tokens$18.00$0.60
100 document summariesPer request: 20,000 input + 1,000 output tokens$10.00$0.36
10 long-document requestsPer request: 300,000 input + 2,000 output tokens$12.40$0.46

Estimate = requests × (input tokens × input price + output tokens × output price) ÷ 1,000,000. Long-prompt rates are applied where the pricing data provides them. Real requests can use different amounts of output.

Beyond the price tag

Compare finished work

For a report, decide which sections and facts it must cover. For code, decide what must change and what must not break. Give both models the same material, then compare how much fixing each result needs. That's the real cost.

Keep the source material

Opus can read your files directly. With DeepSeek, documents are converted first, so make sure the conversion keeps what the task depends on, such as tables, figures and page structure.

Long isn't the same as complete

DeepSeek can write much longer replies, but length doesn't guarantee coverage. Ask for the specific sections you need, and check each one.

Which one should you pick?

Choose DeepSeek V4.1 Flash for high-volume work with clear checks, where the savings are huge. Choose Claude Opus 5.5 for selected difficult tasks where your tests show it saves enough correction time to justify the price.

Common questions

Is Opus automatically more accurate?

No. A higher price doesn't guarantee better answers on every task. Test with your own work.

Can DeepSeek write more in one reply?

Yes, its output limit is higher. But input and output share the context window, and a longer reply isn't automatically a better one.