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⚡ Quick Comparison Verdict

Gemini 1.5 Pro is 38% cheaper than Llama 3.1 405B (Together AI) on blended 3:1 token pricing. Llama 3.1 405B (Together AI) costs $3.50/1M in and $3.50/1M out, while Gemini 1.5 Pro costs $1.25/1M in and $5.00/1M out.

Head-to-Head Token Economics

Llama 3.1 405B (Together AI) vs Gemini 1.5 Pro

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

Metric / Feature Llama 3.1 405B (Together AI) (Together AI (Meta)) Gemini 1.5 Pro (Google)
Input Price ($ / 1M Tokens) $3.50 $1.25
Output Price ($ / 1M Tokens) $3.50 $5.00
Prompt Caching Input Rate Not Available $0.312/1M
Blended 3:1 Rate (Production) $3.500 / 1M $2.188 / 1M
Max Context Window 128k 128k
Multimodal Vision ❌ Text Only ✅ Supported
MMLU Benchmark 88.6% 85.9%
Throughput & Latency Standard (~30 t/s) Standard (~35 t/s)
Best For Synthetic data generation, model distillation, enterprise on-premise benchmarking Massive codebase analysis, hours of video comprehension, full book translation

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 Gemini 1.5 Pro

Choose Gemini 1.5 Pro if your primary objective is massive codebase analysis, hours of video comprehension, full book translation. Ideal for scaling high-throughput pipelines with Google.

View Full Gemini 1.5 Pro Specs →

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