Claude Opus 5 vs DeepSeek V4 Pro: pricing and benchmarks
DeepSeek V4 Pro is 74% cheaper on input tokens ($1.32 vs $5.00 per 1M). DeepSeek V4 Pro is 84% cheaper on output tokens ($3.96 vs $25.00 per 1M). On our document Q&A workload (50,000 questions a month), DeepSeek V4 Pro costs $646.80 a month versus $2,750 for Claude Opus 5, 76% less. Claude Opus 5 scores 162.3 on the Epoch Capabilities Index vs 155.5 for DeepSeek V4 Pro.
Prices verified September 14, 2026.
Which should you choose?
Claude Opus 5 scores 162.3 on the Epoch Capabilities Index vs 155.5 for DeepSeek V4 Pro.
Claude Opus 5 scores 85.6% on FrontierMath (Tiers 1–3) vs 64.6% for DeepSeek V4 Pro.
DeepSeek V4 Pro costs $1.98 per 1M tokens (3:1 input-to-output mix) vs $10.00 for Claude Opus 5, 80% less.
A trade-off: Claude Opus 5 is 6.8 ECI points more capable but costs 5.1x as much as DeepSeek V4 Pro.
Pricing and specs
| Claude Opus 5 | DeepSeek V4 Pro | |
|---|---|---|
| Provider | Anthropic | DeepSeek |
| API model ID | claude-opus-5 | deepseek-v4-pro |
| Input / 1M tokens | $5.00 | $1.32 |
| Cached input / 1M tokens | $0.50 | $0.044 |
| Output / 1M tokens | $25.00 | $3.96 |
| Long-context rates | — | — |
| Context window | 1M tokens | 1M tokens |
| Max output | 128K tokens | 384K tokens |
| Batch discount | 50% off | — |
Benchmarks
| Claude Opus 5 | DeepSeek V4 Pro | |
|---|---|---|
| Epoch Capabilities Index | 162.3 | 155.5 |
| GPQA Diamond· Science reasoning | 91.8% | 88.9% |
| FrontierMath (Tiers 1–3)· Advanced math | 85.6% | 64.6% |
| SimpleQA Verified· Factual accuracy | 59.9% | 52.9% |
| ARC-AGI-2· Abstract reasoning | 90.4% | 61.3% |
| DeepSWE· Coding | 73.6% | — |
| APEX-Agents· Agentic work | 43.5% | — |
Source: Epoch AI, best recorded result per model (CC BY 4.0). A dash means no published score. See all benchmarks
Monthly cost for real workloads
| Workload | Claude Opus 5 | DeepSeek V4 Pro | Difference |
|---|---|---|---|
Support chatbot 100,000 replies a month, ~1,500 input tokens (system prompt + history) and ~400 output tokens each. | $1,750 | $356.40 | DeepSeek V4 Pro 80% cheaper |
Document Q&A (RAG) 50,000 questions a month with ~8,000 tokens of retrieved context and ~600 output tokens each. | $2,750 | $646.80 | DeepSeek V4 Pro 76% cheaper |
Coding agent 10,000 agent steps a month, ~40,000 input tokens each (70% read from the prompt cache) and ~2,000 output tokens. | $1,240 | $249.92 | DeepSeek V4 Pro 80% cheaper |
Estimates use standard list prices and ignore cache-write surcharges. Different tokenizers can count the same text differently, so test with your own prompts.
Claude Opus 5 vs DeepSeek V4 Pro cost calculator
- $646.80/mo$0.01 / request
- Claude Opus 5Anthropic$2,750/mo$0.06 / request
Standard-tier list prices. Long-context rates apply automatically where the provider publishes a threshold. Excludes cache-write surcharges, taxes, batch and volume discounts.
Claude Opus 5 pricing notes
Anthropic’s model for complex agentic coding and enterprise work.
- Cache writes cost $6.25 (5-minute cache) or $10 (1-hour cache) per 1M tokens.
- Uses Anthropic’s newer tokenizer, which produces roughly 30% more tokens for the same text.
- US-only inference (inference_geo: "us") costs 1.1x.
DeepSeek V4 Pro pricing notes
DeepSeek’s larger V4 model with thinking and non-thinking modes and tool calls.
- Prices shown are peak rates. Off-peak rates are half: peak hours are 01:00–04:00 and 06:00–10:00 UTC, Monday to Friday.
- Vision input is not supported.
Frequently asked questions
- Is Claude Opus 5 cheaper than DeepSeek V4 Pro?
- DeepSeek V4 Pro is 74% cheaper on input tokens ($1.32 vs $5.00 per 1M). DeepSeek V4 Pro is 84% cheaper on output tokens ($3.96 vs $25.00 per 1M). On our document Q&A workload (50,000 questions a month), DeepSeek V4 Pro costs $646.80 a month versus $2,750 for Claude Opus 5, 76% less.
- Which is more capable, Claude Opus 5 or DeepSeek V4 Pro?
- Claude Opus 5 scores 162.3 on the Epoch Capabilities Index vs 155.5 for DeepSeek V4 Pro.
- How much does Claude Opus 5 cost per 1M tokens?
- Claude Opus 5 costs $5.00 per 1M input tokens and $25.00 per 1M output tokens, and $0.50 per 1M cached input tokens on Anthropic’s standard tier.
- How much does DeepSeek V4 Pro cost per 1M tokens?
- DeepSeek V4 Pro costs $1.32 per 1M input tokens and $3.96 per 1M output tokens, and $0.044 per 1M cached input tokens on DeepSeek’s standard tier.
- Which has the larger context window, Claude Opus 5 or DeepSeek V4 Pro?
- Both offer a 1M-token context window.