Claude Opus 5 vs DeepSeek-V4-Pro
DeepSeek-V4-Pro is cheaper for every workload modelled here.
List prices checked
Specifications and rates
| Property | Claude Opus 5 | DeepSeek-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 window | 200K | 1M |
| Max output | 64K | 384K |
| Inputs accepted | text, image | text |
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.
| Workload | Claude Opus 5 | DeepSeek-V4-Pro | Cheaper |
|---|---|---|---|
| In-app chat assistantA support or help assistant handling a few thousand conversations a month, with short prompts and short answers. | $225 | $13 | DeepSeek-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 | $144 | DeepSeek-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 | $261 | DeepSeek-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.