Claude Opus 4.8 vs DeepSeek V4 Pro
API pricing, context window and capabilities for Claude Opus 4.8 and DeepSeek V4 Pro, side by side. Prices are the cheapest serving route per 1M tokens, verified against LiteLLM and OpenRouter.
Verdict
computed from the published numbersClaude Opus 4.8 wins on coding and on intelligence. DeepSeek V4 Pro wins on price.
Price
DeepSeek V4 Pro
Coding
Claude Opus 4.8
Intelligence
Claude Opus 4.8
Context window
Tied
Key takeaways
who wins on what, from the published numbersClaude Opus 4.8 wins
- Supports vision
DeepSeek V4 Pro wins
- Cheaper input ($5.00 vs $0.43 /1M)
- Cheaper output ($25.00 vs $0.87 /1M)
- Higher max output (128K vs 384K)
Cheaper overall
DeepSeek V4 Pro
$0.43 + $0.87 /1M
Larger context
Tied
More providers
Tied
Pricing & specs
cheapest serving route · per 1M tokens| Claude Opus 4.8 | DeepSeek V4 Pro | |
|---|---|---|
| Input $/1M | $5.00 | $0.43 best |
| Output $/1M | $25.00 | $0.87 best |
| Context window | 1M | 1M |
| Max output | 128K | 384K best |
| Serving providers | 4 | 4 |
| Released | 2026-05-28 | 2026-04-24 |
Benchmarks
Artificial Analysis indices, side by side| Claude Opus 4.8 | DeepSeek V4 Pro | |
|---|---|---|
| Intelligence | 55.7 best | 44.3 |
| Coding | 74.3 best | 59.4 |
| GPQA Diamond | 92% best | 89% |
| Output speed | 68 t/s | 75 t/s best |
| Latency (TTFT) | 38.57s | 7.80s best |
Cost calculator
choose a serving route for each sideInput tokens / month
Output tokens / month
Claude Opus 4.8
via Amazon Bedrock
$50
DeepSeek V4 Pro
via Tencent
$3.04
Capabilities
feature support, side by side| Feature | Claude Opus 4.8 | DeepSeek V4 Pro |
|---|---|---|
| Vision | ✓ | — |
| Tool use | ✓ | ✓ |
| Reasoning | ✓ | ✓ |
| Audio | — | — |
| Prompt caching | ✓ | ✓ |
| Structured output | ✓ | ✓ |
| Web search | — | — |
Related comparisons
Frequently asked questions
Which is cheaper, Claude Opus 4.8 or DeepSeek V4 Pro?
DeepSeek V4 Pro is cheaper for input ($5.00 vs $0.43 per 1M tokens). DeepSeek V4 Pro is cheaper for output ($25.00 vs $0.87 per 1M tokens).
What is the context window difference between Claude Opus 4.8 and DeepSeek V4 Pro?
Both Claude Opus 4.8 and DeepSeek V4 Pro have about a 1M-token context window.
How do Claude Opus 4.8 and DeepSeek V4 Pro compare on benchmarks?
On the tracked Artificial Analysis indices, Claude Opus 4.8 leads on coding, and Claude Opus 4.8 leads on intelligence.
Pricing verified against LiteLLM + OpenRouter + provider pages · refreshed daily
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