ModelRefs / Llama 4 Scout vs Qwen 2.5 Coder 32B — Benchmarks, Pricing &…
Llama 4 Scout vs Qwen 2.5 Coder 32B — Benchmarks, Pricing &…
Llama 4 Scout vs Qwen 2.5 Coder 32B: side-by-side benchmarks, pricing, context windows, coding ability and deployment. Pick the right model for your stack.
Overview
Llama 4 Scout: Llama 4 Scout is Meta's efficiency-focused open-weights model with an exceptionally large 10M-token context window and vision support. It is optimized for long-document retrieval and low-cost inference at scale.
Context window: Llama 4 Scout accepts up to 10,000,000 tokens, Qwen 2.5 Coder 32B up to 131,072. Confirm the limit for your specific deployment channel before relying on it.
Llama 4 Scout vs Qwen 2.5 Coder 32B at a glance
| Attribute | Llama 4 Scout | Qwen 2.5 Coder 32B |
|---|---|---|
| Provider | Meta | Alibaba |
| Released | 2025-04-01 | 2024-11-12 |
| Context window | 10,000,000 tokens | 131,072 tokens |
| Input price | $0.11/M tokens | $0.18/M tokens |
| Output price | $0.34/M tokens | $0.18/M tokens |
| Licence | Llama 4 Community | Apache-2.0 |
| Self-hostable | Yes, open weights | Yes, open weights |
| Modalities | text, vision | text |
Benchmarks reported for both
| Benchmark | Llama 4 Scout | Qwen 2.5 Coder 32B | Reported |
|---|---|---|---|
| livecodebench | 32.8 | 31.4 | 2025-04-01 / 2024-11-12 |
Scores are as published by their cited sources on the dates shown. Different runs use different harnesses, prompts, and dates, so treat these as directional evidence rather than a head-to-head result.
Where they differ most
- Cost Efficiency: Llama 4 Scout 94%, Qwen 2.5 Coder 32B 96%. Qwen 2.5 Coder 32B leads on this dimension.
- Coding: Llama 4 Scout 33%, Qwen 2.5 Coder 32B 31%. Llama 4 Scout leads on this dimension.
Capability scores are ModelRefs' own derived signals, not vendor claims or benchmark results. Validate against your own workload before relying on them.
Continue your research
Use these connected ModelRefs sections to compare alternatives, inspect implementation paths, and review the evidence and governance boundaries relevant to Llama 4 Scout vs Qwen 2.5 Coder 32B — Benchmarks, Pricing &….
Frequently asked questions
Which is better, Llama 4 Scout or Qwen 2.5 Coder 32B?
Llama 4 Scout and Qwen 2.5 Coder 32B target different workloads — see the benchmark and pricing tables for a side-by-side answer.
Is Llama 4 Scout cheaper than Qwen 2.5 Coder 32B?
Compare $0.00011 vs $0.00018 on this page.