Pricing comparison
Claude Opus 4.8 vs DeepSeek V4 Flash
Per-token pricing, full-workload cost ladders, and monthly volume projections. Numbers sourced directly from each provider's rate card.
Anthropic
Claude Opus 4.8
- Input
- $5.00 / 1M
- Output
- $25.00 / 1M
- Cached input
- -
- Context
- 1M
- Max output
- 128K
DeepSeek
DeepSeek V4 Flash
- Input
- $0.14 / 1M
- Output
- $0.28 / 1M
- Cached input
- $0.003 / 1M
- Context
- 1M
- Max output
- 384K
Cost per request
Four common workload shapes, input tokens and a 1:2 output ratio (a standard chat/completion pattern). Long-context surcharges apply automatically where the provider charges them.
| Scenario | Tokens (in / out) | Claude Opus 4.8 | DeepSeek V4 Flash | Winner |
|---|---|---|---|---|
| Short prompt | 100 / 200 | $0.0055 | $0.0001 | DeepSeek V4 Flash |
| Typical request | 1,000 / 2,000 | $0.0550 | $0.0007 | DeepSeek V4 Flash |
| Long document | 10,000 / 5,000 | $0.1750 | $0.0028 | DeepSeek V4 Flash |
| Large prompt | 100,000 / 10,000 | $0.7500 | $0.0168 | DeepSeek V4 Flash |
Monthly bill at scale
Projected monthly cost at typical request volume, assuming the "typical request" shape above (1k in, 2k out).
| Traffic | Req / month | Claude Opus 4.8 | DeepSeek V4 Flash | Delta |
|---|---|---|---|---|
| Small SaaS | 1,000 | $55.00 | $0.70 | DeepSeek V4 Flash -$54.30 |
| Growing product | 10,000 | $550.00 | $7.00 | DeepSeek V4 Flash -$543.00 |
| Heavy usage | 100,000 | $5,500 | $70.00 | DeepSeek V4 Flash -$5,430 |
Which should you use?
For the typical chat-shape request (~1k input, 2k output), DeepSeek V4 Flash comes out 7757% cheaper. If you're picking one as the default, that's usually the right choice on cost alone.
DeepSeek V4 Flash wins on both sides of the bill - cheaper input and cheaper output. If the quality gap is in your favour, there's no cost argument for the other side.
Live cost calculator
Type in any token counts - both prices update instantly. Uses base input/output rates (no cache discount, no long-context tier).
Claude Opus 4.8
$0.0175
per request
DeepSeek V4 Flash
$0.0003
per request
Try both in the estimator →
Drop your actual prompt in, tokens are counted with the provider's own tokenizer, and the dollar number matches what lands on your invoice.
Frequently asked
- Which is cheaper, Claude Opus 4.8 or DeepSeek V4 Flash?
- On a typical 1,000-input / 2,000-output request, DeepSeek V4 Flash costs ~$0.0007 vs ~$0.0550 on Claude Opus 4.8. Input or output rates can flip the answer for very lopsided workloads - see the cost ladder above.
- What's the difference in per-token pricing?
- Claude Opus 4.8 charges $5.00 per 1M input tokens and $25.00 per 1M output tokens. DeepSeek V4 Flash charges $0.14 / $0.28 per 1M.
- Which has the bigger context window?
- Both hold 1M of input.
- Is there a cached-input discount on either?
- Claude Opus 4.8 does not publish a cached-input rate. DeepSeek V4 Flash caches at $0.003 per 1M (98% off). Workloads with repeated static prefixes see the biggest savings.
- How fresh is this comparison?
- Claude Opus 4.8 was re-verified on 2026-07-01 and DeepSeek V4 Flash on 2026-07-01 against each provider's published rate card. Calcis re-checks every row on a rolling schedule and re-deploys when a provider changes pricing.
Claude Opus 4.8 verified 2026-07-01 · DeepSeek V4 Flash verified 2026-07-01. Rate cards at Anthropic and DeepSeek.