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Claude Opus 4.8 vs Gemma 2 27B

List-price comparison · Claude Opus 4.8 details · Gemma 2 27B details

For a typical workload (100,000 requests / mo), Gemma 2 27B costs 94% less $104.00/mo vs $1,600.00/mo.

 Claude Opus 4.8Gemma 2 27B
Input / 1M tokens$5.00$0.650
Output / 1M tokens$25.00$0.650
Typical request (1,200 in + 400 out)$0.016$0.001
Context window1M tokens8,192 tokens
Max output128k tokens2,048 tokens
TierFlagshipFlash
ProviderAnthropicGoogle

Projected monthly cost

Rows open both models in the calculator — adjust volume and token counts there.

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.

Gemma 2 27B

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