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Llama 4 Scout vs Claude Haiku 4.5

Side-by-side pricing, capabilities, real-world cost across common scenarios, and our editorial pick.

添加模型最多可对比 4 个模型
全部价格按美元 / 百万 token 计
OVERALL WINNER

Llama 4 Scout

Meta · released 2026-01-25

Quality (AA Index)75
Input price$0.20
Output price$0.60
Context256K
Throughput380 tok/s
P50 latency0.2s
View full pricing

Claude Haiku 4.5

Anthropic · released 2026-04-08

Quality (AA Index)79
Input price$1.00
Output price$5.00
Context200K
Throughput250 tok/s
P50 latency0.4s
View full pricing
通过 OpenRouter 试用 Llama 4 Scout通过 OpenRouter 试用 Claude Haiku 4.5

链接通过我们的 OpenRouter 推荐链接在新标签页打开。 查看推广披露

规格对比

绿色列 = 该指标获胜方
MetricLlama 4 ScoutClaude Haiku 4.5Verdict
Input price
/百万 tokens
$0.20$1.00Llama 4 Scout −80%
Output price
/百万 tokens
$0.60$5.00Llama 4 Scout −88%
Context window
max input length
256K200KLlama 4 Scout +1.3×
AA Quality
AA Intelligence Index (0–100)
7579Claude Haiku 4.5 +4pt
Arena Elo
LMArena human-pref Elo (800–2000)
——Tied
Throughput
tokens per second
380250Llama 4 Scout +52%
P50 latency
first token
0.2s0.4sLlama 4 Scout −50%
Vision
multimodal
—
Function calling
tool use
Tied
Reasoning mode
chain-of-thought
—

常见场景月度费用

默认用量假设
ScenarioLlama 4 ScoutClaude Haiku 4.5
customer support
1000K req · 600/180 tok
$228$1.5K
chat with docs
300K req · 4000/300 tok
$294$1.6K
code generation
500K req · 2000/500 tok
$350$2.3K
voice assistant
600K req · 800/200 tok
$168$1.1K
Our pick

For most workloads, choose Llama 4 Scout.

  • 80% cheaper input price, which compounds at scale
  • 1.3× the context window — better for long documents and agents
  • 52% faster throughput — matters for streaming UX and voice agents
Choose Claude Haiku 4.5 instead if: Anthropic’s economy tier — gentler tone, stronger safety patterns than mainstream tiny models. Choose when output voice matters more than raw IQ.

阅读完整深度分析

为何选择？通过智能路由同时使用两者

第二阶段 · 带故障转移链的网关

Set Llama 4 Scout as primary, Claude Haiku 4.5 as fallback. One key, one bill, automatic failover when Llama 4 Scout errors.

第二阶段预览 · 网关尚未上线该接口目前不存在。网关计划在第二阶段上线——下面只是规划中的接口形态预览，不是可用的 API。上线时会通过 newsletter 通知订阅者。
查看计划中的 API 调用形态
$ curl https://api.aipricly.com/v1/chat/completions \
  -H "Authorization: Bearer $AIPC_KEY" \
  -d '{
    "routing": {
      "primary": "meta/llama-4-scout",
      "fallback": ["anthropic/claude-haiku-4-5"]
    },
    "messages": [{"role": "user", "content": "..."}]
  }'

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