Claude Opus 5 vs DeepSeek-V4-Pro

DeepSeek-V4-Pro is cheaper for every workload modelled here.

List prices checked

Specifications and rates

PropertyClaude Opus 5DeepSeek-V4-Pro
Input per 1M$5.00$0.435
Output per 1M$25.00$0.870
Cached input per 1M$0.500$0.0036
Blended (3:1)$10.00$0.544
Context window200K1M
Max output64K384K
Inputs acceptedtext, imagetext

Source: Anthropic pricing (August 2026) · DeepSeek pricing (August 2026). Published list prices only — committed-use discounts, regional variation, and per-request charges are not included. Not yet independently re-checked against the vendor’s page.

Monthly cost by workload

Identical token volumes through both rate cards. Output-heavy profiles are where the ranking flips.

WorkloadClaude Opus 5DeepSeek-V4-ProCheaper
In-app chat assistantA support or help assistant handling a few thousand conversations a month, with short prompts and short answers.$225$13DeepSeek-V4-Prosaves $212/mo (94%)
RAG over documentsRetrieval-augmented answering where each request stuffs several retrieved passages into the prompt, so input dominates.$1,875$144DeepSeek-V4-Prosaves $1,731/mo (92%)
Coding agentAn agentic loop that reads files and writes patches, generating heavy output and re-sending large context on every turn.$4,500$261DeepSeek-V4-Prosaves $4,239/mo (94%)

What each one is for

Claude Opus 5

by Anthropic

Anthropic's model for complex agentic coding and enterprise work. Prompt caching cuts repeated input to a tenth of the base rate, which for an agent resending the same context every turn matters more than the headline price.

DeepSeek-V4-Pro

by DeepSeek

Frontier-class reasoning at roughly a fifth of Western frontier pricing, with a million-token window. The trade-offs are Chinese data residency, a 500-request concurrency cap, and a price rise the vendor has already announced.

Common questions

Is Claude Opus 5 or DeepSeek-V4-Pro cheaper in 2026?
DeepSeek-V4-Pro, for every workload modelled here. On a blended 3:1 basis it costs $0.544 per million tokens against Claude Opus 5's $10.00.
Which has the larger context window?
DeepSeek-V4-Pro, at 1M tokens against 200K. A larger window only helps if you can afford to fill it — the cost of one full-context request is in the table above.
Which is cheaper for output-heavy work like agents?
DeepSeek-V4-Pro, at $0.870 per million output tokens against $25.00. Reasoning tokens bill as output, so for agentic loops this axis usually decides the invoice regardless of what the input rates look like.
What is not included in these figures?
Batch-processing discounts, fine-tuning, long-context surcharges above a provider's standard tier, and any enterprise agreement. These are published pay-as-you-go list prices, checked against each provider's own pricing page on the date shown.
Is switching from Claude Opus 5 to DeepSeek-V4-Pro worth it?
On price alone it is about 95% cheaper on a blended basis. Whether that survives contact with your workload depends on output quality and on retry rate — a cheaper model that needs two attempts is not cheaper. Model the specific volumes in the calculator before you migrate.

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