Which is cheaper, Llama 4 Scout or Qwen 3 Coder?

Llama 4 Scout is cheaper at the input + output rate combined: $0.800 versus $2.00 per million tokens.

Which has higher quality, Llama 4 Scout or Qwen 3 Coder?

Qwen 3 Coder has the higher AA Intelligence Index score: 82 versus 75.

Can I switch between Llama 4 Scout and Qwen 3 Coder via one API?

Both Llama 4 Scout and Qwen 3 Coder are accessible through OpenRouter's unified gateway, which lets you switch models with one API key. Phase 2 of AIpricly will add scenario-routed automatic primary + fallback chains.

Llama 4 Scout vs Qwen 3 Coder

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

Qwen 3 Coder

Alibaba · released 2026-03-01

Quality (AA Index)82

Input price$0.40

Output price$1.60

Context256K

Throughput180 tok/s

P50 latency0.6s

View full pricing

通过 OpenRouter 试用 Llama 4 Scout 通过 OpenRouter 试用 Qwen 3 Coder

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

Metric	Llama 4 Scout	Qwen 3 Coder	Verdict
Input price /百万 tokens	$0.20	$0.40	Llama 4 Scout −50%
Output price /百万 tokens	$0.60	$1.60	Llama 4 Scout −63%
Context window max input length	256K	256K	Tied
AA Quality AA Intelligence Index (0–100)	75	82	Qwen 3 Coder +7pt
Arena Elo LMArena human-pref Elo (800–2000)	—	—	Tied
Throughput tokens per second	380	180	Llama 4 Scout +111%
P50 latency first token	0.2s	0.6s	Llama 4 Scout −67%
Vision multimodal	—	—	Tied
Function calling tool use			Tied
Reasoning mode chain-of-thought	—	—	Tied

常见场景月度费用

默认用量假设

Scenario	Llama 4 Scout	Qwen 3 Coder
customer support 1000K req · 600/180 tok	$228	$528
chat with docs 300K req · 4000/300 tok	$294	$624
code generation 500K req · 2000/500 tok	$350	$800
voice assistant 600K req · 800/200 tok	$168	$384

Our pick

For most workloads, choose Llama 4 Scout.

50% cheaper input price, which compounds at scale
111% faster throughput — matters for streaming UX and voice agents

Choose Qwen 3 Coder instead if: 尚未记录这对模型的具体取舍。两者质量差距可能很小，最终决定因素更多是工作负载契合度、集成成本与团队熟悉度。

阅读完整深度分析

The Cheapest LLM API for Production in 2026

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, Qwen 3 Coder 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": ["alibaba/qwen-3-coder"]
    },
    "messages": [{"role": "user", "content": "..."}]
  }'