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Claude Opus 4.8 vs Llama 3.3 70B

List-price comparison ·Claude Opus 4.8 details ·Llama 3.3 70B details

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For a typical workload (100,000 requests / mo), Llama 3.3 70B is the cheapest — 98% less than the priciest here ($31.60/mo vs $1,600.00/mo).

 Claude Opus 4.8Llama 3.3 70B
Input / 1M tokens$5.00$0.130
Output / 1M tokens$25.00$0.400
Typical request (1,200 in + 400 out)$0.016$0.0003
Context window1M tokens131,072 tokens
Max output128k tokens128k tokens
Quality score97/10060/100
TierFlagshipFlash
ProviderAnthropicMeta

Projected monthly cost

Requests / moClaude Opus 4.8Llama 3.3 70B
1,000$16.00$0.316
10,000$160.00$3.16
100,000$1,600.00$31.60
Open all in the calculator — adjust volume and token counts →

Claude Opus 4.8

Best-in-class for complex multi-step agentic workflows, long-horizon planning, and large codebase refactors. Strong instruction-following on ambiguous, open-ended tasks.

Highest per-token cost in the catalog and noticeably higher latency — reserve for tasks that genuinely need top-tier reasoning rather than routine completions.

Llama 3.3 70B

Mature, well-supported open-weight model for general chat and lightweight agents — wide availability across inference providers keeps pricing competitive.

Falls behind newer flagship models on complex reasoning and coding — best suited to well-scoped, repetitive tasks.

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Vendor list rates · per-request examples assume 1,200 input + 400 output tokens.