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⚡ Quick Comparison Verdict

Llama 3.1 405B (Together AI) is 12% cheaper than Grok 2 on blended 3:1 token pricing. Llama 3.1 405B (Together AI) costs $3.50/1M in and $3.50/1M out, while Grok 2 costs $2.00/1M in and $10.00/1M out.

Head-to-Head Token Economics

Llama 3.1 405B (Together AI) vs Grok 2

Compare verified input/output token rates, prompt caching discounts, latency tiers, and context limits between Together AI (Meta) and xAI.

Metric / Feature Llama 3.1 405B (Together AI) (Together AI (Meta)) Grok 2 (xAI)
Input Price ($ / 1M Tokens) $3.50 $2.00
Output Price ($ / 1M Tokens) $3.50 $10.00
Prompt Caching Input Rate Not Available Not Available
Blended 3:1 Rate (Production) $3.500 / 1M $4.000 / 1M
Max Context Window 128k 131k
Multimodal Vision ❌ Text Only ✅ Supported
MMLU Benchmark 88.6% 87.5%
Throughput & Latency Standard (~30 t/s) Fast (~45 t/s)
Best For Synthetic data generation, model distillation, enterprise on-premise benchmarking Real-time news synthesis, coding, uncensored creative reasoning

When to Choose Llama 3.1 405B (Together AI)

Choose Llama 3.1 405B (Together AI) if your workload requires synthetic data generation, model distillation, enterprise on-premise benchmarking. Ideal for teams needing Together AI (Meta)'s infrastructure and ecosystem tooling.

View Full Llama 3.1 405B (Together AI) Specs →

When to Choose Grok 2

Choose Grok 2 if your primary objective is real-time news synthesis, coding, uncensored creative reasoning. Ideal for scaling high-throughput pipelines with xAI.

View Full Grok 2 Specs →

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