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title: DeepSeek V4.1-Flash-1017 vs. Claude Haiku 5.5: More...
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# DeepSeek V4.1-Flash-1017 vs. Claude Haiku 5.5: More accurate at a fraction of the price

**[The New Stack](https://daily.dev/sources/newstack)** · 6 min read · 0 upvotes · 0 comments

## Summary

DeepSeek V4.1-Flash-1017 scored higher than Claude Haiku 5.5 across three hands-on tests. DeepSeek scored 6 of 6 on an agentic bug fix versus Haiku's 5 of 6, tied 20 of 20 on database queries, and got all 1,600 triage fields right versus Haiku's 1,596. Total cost came to $0.07 for DeepSeek versus $0.30 for Haiku, mostly because a long triage prompt pushed Haiku past its 100,000-token pricing threshold. Haiku was faster on tool-based tests, DeepSeek faster on the long triage prompt. The author ran each test only once and recommends testing both models on your own workload before a production decision.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://thenewstack.io/deepseek-flash-haiku-test>

## Questions this post answers

### How does DeepSeek V4.1-Flash-1017 compare to Claude Haiku 5.5 in cost and accuracy?

Across three hands-on tests (agentic bug fixing, database queries, and triage of 400 error reports), DeepSeek V4.1-Flash-1017 scored equal or better accuracy than Claude Haiku 5.5 and cost far less overall: $0.07 versus $0.30. DeepSeek got all 1,600 triage fields correct while Haiku missed 4; both tied 20 of 20 on database queries. Most of the cost gap came from Haiku's long triage prompt exceeding its 100,000-token pricing tier.

_Weigh accuracy against token pricing tiers before picking a model for high-volume workloads on daily.dev._

### What are the pricing rates for Claude Haiku 5.5 versus DeepSeek V4.1-Flash?

Claude Haiku 5.5 costs $0.10 per million input tokens and $0.50 per million output tokens for prompts up to 100,000 tokens, rising to $0.50 and $2.50 above that threshold. DeepSeek's off-peak rates are $0.15 per million uncached input tokens, $0.003 per million cached input tokens, and $0.60 per million output tokens, with peak rates double those amounts.

_Compare token pricing tiers carefully on daily.dev before budgeting a high-volume LLM workload._

### What mistakes did Claude Haiku 5.5 make in a triage benchmark test?

Claude Haiku 5.5 missed 4 of 1,600 scored fields in a 400-report triage test. Two were severity misclassifications: a report with 49 affected customers and another with a 0.8% error rate were both rated sev3 instead of sev4, per a routing guide rule. The other two were routing errors, sending reports filed after an August 1 team change to the old team despite header dates.

_Check edge-case accuracy like this before trusting a model with automated incident triage on daily.dev._

## Similar posts on daily.dev

- [OpenCode \+ DeepSeek V4: The Budget Combo That Doesn't Feel Like a Budget Combo](https://daily.dev/posts/opencode-deepseek-v4-the-budget-combo-that-doesn-t-feel-like-a-budget-combo-d9ybqvwwf) · Playful Programming · 3 upvotes · 0 comments

---

Tags: [#ai](https://daily.dev/tags/ai), [#llm](https://daily.dev/tags/llm), [#ai-agents](https://daily.dev/tags/ai-agents), [#deepseek](https://daily.dev/tags/deepseek)

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