Comparison · prices as of 2026-07-04 · re-verified 2026-08-18
Claude Sonnet 4.5 vs DeepSeek V3.2
On price alone, DeepSeek V3.2 (DeepSeek) runs about 94% cheaper than Claude Sonnet 4.5 for a typical chat workload (2K input + 500 output tokens, 1,000 requests/day). Whether that's the right trade depends on the capability gap — the breakdown below shows where each one wins.
Price per million tokens
| Spec | Claude Sonnet 4.5 | DeepSeek V3.2 |
|---|---|---|
| Input / MTok | $3 | $0.28 |
| Output / MTok | $15 | $0.42 |
| Context window | 200K | 128K |
| Max output | 64K | 8K |
| Class | workhorse | workhorse |
Estimated monthly cost by workload
Same models, three realistic usage levels. The gap between them scales with volume, so the right pick can change as you grow.
| Workload | Claude Sonnet 4.5 | DeepSeek V3.2 | Cheaper |
|---|---|---|---|
| Light — chatbot 0.5K in / 0.2K out · 200 req/day | $27.00 | $1.34 | DeepSeek V3.2 |
| Typical — assistant 2K in / 0.5K out · 1K req/day | $405 | $23.10 | DeepSeek V3.2 |
| Heavy — RAG / agent 8K in / 2K out · 5K req/day | $8,100 | $462 | DeepSeek V3.2 |
Which should you pick?
- Cheapest overall: DeepSeek V3.2 — about 94% less per month on a typical assistant workload.
- DeepSeek V3.2 is cheaper on both input and output, so it stays cheaper whether your workload is prompt-heavy or generation-heavy.
- Largest context window: Claude Sonnet 4.5 at 200K tokens vs 128K — the one to pick if you feed in whole documents or codebases.
Frequently asked questions
Is Claude Sonnet 4.5 or DeepSeek V3.2 cheaper?
DeepSeek V3.2 is cheaper — roughly 94% less per month on a typical assistant workload (2K input + 500 output tokens, 1,000 requests/day).
What do Claude Sonnet 4.5 and DeepSeek V3.2 cost per million tokens?
Claude Sonnet 4.5 is $3 per million input tokens and $15 per million output. DeepSeek V3.2 is $0.28 input and $0.42 output. Prices are first-party API list rates as of 2026-07-04.
Which has the larger context window, Claude Sonnet 4.5 or DeepSeek V3.2?
Claude Sonnet 4.5 does, at 200K tokens versus 128K for DeepSeek V3.2.
When should I choose Claude Sonnet 4.5 over DeepSeek V3.2?
Both are workhorse-class models, so choose Claude Sonnet 4.5 when it measurably wins on your own evals or you prefer its provider (Anthropic); otherwise DeepSeek V3.2 does the same job for less.
Related comparisons
Sources: Anthropic pricing · DeepSeek pricing. Run your own numbers in the cost calculator.