Anthropic
Claude Sonnet 4.6
$0.00
per month
Input cost
Output cost
Cost per request
Requests/month
Meta (Together.ai)
Llama 4 Scout
$0.00
per month
Input cost
Output cost
Cost per request
Requests/month

Which Model for Which Use Case?

Budget-Conscious Teams

Llama 4 Scout at $0.18/M input is 94% cheaper than Sonnet 4.6. For startups and side projects where every dollar counts, Llama 4 Scout is the clear winner.

Best value: Llama 4 Scout (94-96% cheaper)

Safety-Conscious Applications

Anthropic's Sonnet 4.6 is built with safety as a core priority. For applications handling sensitive data or requiring careful content moderation, Sonnet 4.6's safety features are worth the premium.

Safety: Sonnet 4.6 | Budget: Llama 4 Scout

Managed vs Self-Hosted

Sonnet 4.6 comes with Anthropic's managed API — zero infrastructure to manage. Llama 4 Scout via Together.ai is also managed, but self-hosting gives you full control.

Managed: Sonnet 4.6 | Self-host: Llama 4 Scout

Quality at Scale

For workloads requiring consistent high-quality output at scale, Sonnet 4.6's refined training delivers reliable results. Llama 4 Scout is competitive but may require more prompt engineering.

Quality: Sonnet 4.6 | Cost at scale: Llama 4 Scout

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Frequently Asked Questions

Is Llama 4 Scout cheaper than Claude Sonnet 4.6?

Yes. Llama 4 Scout costs $0.18/M input and $0.59/M output. Claude Sonnet 4.6 costs $3.00/M input and $15.00/M output. Llama is 94% cheaper on input and 96% cheaper on output. For 1M input + 500K output tokens/month, Llama costs $0.48 vs Sonnet's $10.50 — saving $10.02/month (95%).

Which has a larger context window?

Both models offer a 1M token context window. Neither has an advantage in context size — the choice comes down to cost, quality, and ecosystem.

When should I choose Claude Sonnet 4.6 over Llama 4 Scout?

Choose Sonnet 4.6 when: (1) you need Anthropic's safety-focused approach, (2) you want managed infrastructure with SLAs, (3) your workload requires the highest quality reasoning. Choose Llama 4 Scout when: (1) cost is critical (94-96% cheaper), (2) you can self-host or use Together.ai, (3) you want open-source control.

Are both models good for production?

Both support production workloads. Sonnet 4.6 is Anthropic's mid-tier model with enterprise support and safety features. Llama 4 Scout is Meta's open-source model via Together.ai — dramatically cheaper but requires more infrastructure management.

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