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⚡ Quick Comparison Verdict

Llama 3.1 8B Instant (Groq) is 100% cheaper than OpenAI o1 on blended 3:1 token pricing. OpenAI o1 costs $15.00/1M in and $60.00/1M out, while Llama 3.1 8B Instant (Groq) costs $0.05/1M in and $0.08/1M out.

Head-to-Head Token Economics

OpenAI o1 vs Llama 3.1 8B Instant (Groq)

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

Metric / Feature OpenAI o1 (OpenAI) Llama 3.1 8B Instant (Groq) (Groq (Meta))
Input Price ($ / 1M Tokens) $15.00 $0.05
Output Price ($ / 1M Tokens) $60.00 $0.08
Prompt Caching Input Rate $7.500/1M Not Available
Blended 3:1 Rate (Production) $26.250 / 1M $0.058 / 1M
Max Context Window 200k 128k
Multimodal Vision ✅ Supported ❌ Text Only
MMLU Benchmark 92.3% 73.0%
Throughput & Latency Thoughtful (~30 t/s) Blazing (~550 t/s)
Best For PhD-level science, competitive programming, complex math and multi-step architecture planning Instant search indexing, real-time moderation, intent classification

When to Choose OpenAI o1

Choose OpenAI o1 if your workload requires phd-level science, competitive programming, complex math and multi-step architecture planning. Ideal for teams needing OpenAI's infrastructure and ecosystem tooling.

View Full OpenAI o1 Specs →

When to Choose Llama 3.1 8B Instant (Groq)

Choose Llama 3.1 8B Instant (Groq) if your primary objective is instant search indexing, real-time moderation, intent classification. Ideal for scaling high-throughput pipelines with Groq (Meta).

View Full Llama 3.1 8B Instant (Groq) Specs →

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