Llama 4 Maverick 17B Instruct FP8 vs Llama 4 Scout 17B-16E Instruct
Llama 4 Maverick 17B Instruct FP8 (2025) and Llama 4 Scout 17B-16E Instruct (2025) are general-purpose language models from AI at Meta. Llama 4 Maverick 17B Instruct FP8 ships a 1m-token context window, while Llama 4 Scout 17B-16E Instruct ships a 10m-token context window. On MMLU PRO, Llama 4 Maverick 17B Instruct FP8 leads by 6.2 pts. This comparison covers specs, pricing, API access, capabilities, benchmarks, input and output token costs, and production fit for coding and agent workloads.
Llama 4 Scout 17B-16E Instruct is ~87% cheaper at $0.08/1M; pay for Llama 4 Maverick 17B Instruct FP8 only for vision-heavy evaluation.
Decision scorecard
Local evidence first| Signal | Llama 4 Maverick 17B Instruct FP8 | Llama 4 Scout 17B-16E Instruct |
|---|---|---|
| Best for | multimodal apps, long-context analysis, and provider-routed production | multimodal apps, long-context analysis, and provider-routed production |
| Decision fit | Coding, RAG, and Agents | Coding, RAG, and Agents |
| Context window | 1m | 10m |
| Cheapest output | $0.60/1M tokens | $0.30/1M tokens |
| Provider routes | 11 tracked | 12 tracked |
| Shared benchmarks | MMLU PRO leader | 5 shared |
Decision tradeoffs
- Llama 4 Maverick 17B Instruct FP8 holds a shared-benchmark lead on MMLU PRO, ahead by 6.2 points.
- Local decision data tags Llama 4 Maverick 17B Instruct FP8 for Coding, RAG, and Agents.
- Llama 4 Scout 17B-16E Instruct has the larger context window for long prompts, retrieval packs, or transcript analysis.
- Llama 4 Scout 17B-16E Instruct has the lower cheapest tracked output price at $0.30/1M tokens.
- Llama 4 Scout 17B-16E Instruct has broader tracked provider coverage for fallback and route flexibility.
- Local decision data tags Llama 4 Scout 17B-16E Instruct for Coding, RAG, and Agents.
Monthly cost at traffic
Estimate token spend from the cheapest tracked input and output route or tier on this page.
Llama 4 Maverick 17B Instruct FP8
$270
Cheapest tracked route/tier: OpenRouter
Llama 4 Scout 17B-16E Instruct
$139
Cheapest tracked route/tier: OpenRouter
Estimated monthly gap: $131. Batch, cache, alternate speed tiers, and negotiated pricing are excluded from this local estimate.
Switch friction
- Provider overlap exists on OpenRouter, Together AI, and Fireworks AI; start route-level A/B tests there.
- Llama 4 Scout 17B-16E Instruct is $0.30/1M tokens lower on cheapest tracked output pricing before cache, batch, or negotiated discounts.
- Provider overlap exists on Microsoft Foundry, Together AI, and OpenRouter; start route-level A/B tests there.
- Llama 4 Maverick 17B Instruct FP8 is $0.30/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.
Specs
| Specification | ||
|---|---|---|
| Released | 2025-04-05 | 2025-04-05 |
| Context window | 1m | 10m |
| Parameters | 400B (17B active) | 109B (17B active) |
| Architecture | Mixture of Experts | Mixture of Experts |
| License | Llama 4 Community | Llama 4 Community |
| Openness | Open weights | Open weights |
| Weights | Unknown | Unknown |
| Code | Unknown | Unknown |
| Commercial use | Commercial use: conditional | Commercial use: conditional |
| Knowledge cutoff | 2024-08 | 2024-08 |
Pricing and availability
| Pricing attribute | Llama 4 Maverick 17B Instruct FP8 | Llama 4 Scout 17B-16E Instruct |
|---|---|---|
| Input price | $0.15/1M tokens | $0.08/1M tokens |
| Output price | $0.60/1M tokens | $0.30/1M tokens |
| Providers |
Capabilities
| Capability | Llama 4 Maverick 17B Instruct FP8 | Llama 4 Scout 17B-16E Instruct |
|---|---|---|
| Vision | Yes | Yes |
| Multimodal | Yes | Yes |
| Reasoning | No | No |
| JSON / Tool use | No | No |
| Structured outputs | Yes | Yes |
| Code execution | No | No |
| IDE integration | No | No |
| Computer use | No | No |
| Parallel agents | No | No |
Benchmarks
| Benchmark | Llama 4 Maverick 17B Instruct FP8 | Llama 4 Scout 17B-16E Instruct |
|---|---|---|
| MMLU PRO | 80.5 | 74.3 |
| LiveCodeBench | 43.4 | 32.8 |
| Massive Multi-discipline Multimodal Understanding | 73.4 | 69.4 |
| Chatbot Arena | 1365.0 | 1295.0 |
| τ-bench | 68.5 | 62.3 |
Continue comparing
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- Llama 4 Scout 17B-16E Instruct vs Mistral Small 3.1 24B Instruct
- Llama 4 Maverick 17B Instruct FP8 vs Qwen3.6-Max
- Grok 4 vs Llama 4 Maverick 17B Instruct FP8
- Claude Sonnet 4.6 vs Llama 4 Maverick 17B Instruct FP8
- Gemini 2.5 Flash vs Llama 4 Scout 17B-16E Instruct
- Llama 4 Maverick 17B Instruct FP8 vs Mistral Large 2
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Last reviewed: 2026-07-09. Data sourced from public model cards and provider documentation.