Claude Haiku 4.5
budgetAnthropic•Released on 2025-10-01
Anthropic's fastest model in the Claude 4.5 family. Optimized for quick responses and high-throughput applications. Default fast model in Claude Code. Excellent for simple coding tasks, quick Q&A, and cost-sensitive batch processing.
79
Overall Score
Voice of the community
sample 634“Haiku 4.5 in Claude Code is perfect for quick answers. I use it for simple refactors and questions, switch to Opus for complex work.”
“The speed difference is noticeable. Haiku responds almost instantly while Opus can take several seconds for complex prompts.”
“Don't use Haiku for anything requiring deep reasoning. It's fast but will miss important context in large codebases.”
Core Specs
200K
Context Window
8K
Max Output
ReasoningOpen Sourcetextimage
Scenario Scores
Pros & Cons
Sentiment68% +24% ·8% −
Pros
- +Fastest response in Claude family
- +Affordable pricing ($1/$5 per MTok)
- +200K context window
- +Default fast option in Claude Code
- +Great for high-volume batch processing
Cons
- −Less capable than Sonnet/Opus for complex reasoning
- −Smaller output limit (8K)
- −Not ideal for multi-step agentic tasks
- −May miss nuances in complex instructions
Pricing
Input (per 1M tokens)$1.00
Output (per 1M tokens)$5.00
Subscription$20/month
Free trial available
Updated on 2026-03-09
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Benchmarks
mmlu86.5%
humanEval90.2%
Tools Supporting This Model
Reliability
SLA99.9%
Incidents (30d)8
Last Incident2026-06-10
与其他 Claude 模型共享基础设施;**5/18-5/19-5/20 Haiku 4.5 连续三日 elevated errors** (5/18 06:12-08:07 UTC 115min + 5/19 07:00-08:30 UTC 90min + 5/20 08:14-08:49 UTC 35min),50h 内 3 次单模型 incident 构成日级周期模式 — 三起均集中在 06:00-09:00 UTC (亚太晚间 / 欧洲晨高峰 / 美东凌晨),提示该时段触发因子;duration 趋势走低 (115min→90min→35min) 提示根因部分修复;按既定 SOP 单模型 moderate 仍不触发 Telegram (前例 5/18+5/19 同样未发),下窗口若 5/21 同时段再现则升级 'reliability watch' Telegram;5/12 19:36-20:13 UTC ~37min Sonnet 4.6 + Haiku 4.5 双模型 elevated errors (moderate);近期有稳定性波动记录 (4/28 51min + 4/29 60min Haiku 4.5 专属 elevated errors);4/30 01:20-01:51 UTC 31min 全产品线不可用同样影响 Haiku 4.5 流量
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