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Olmo 3 32B Think vs Claude Opus 4.8

List-price comparison ·Olmo 3 32B Think details ·Claude Opus 4.8 details

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For a typical workload (100,000 requests / mo), Olmo 3 32B Think is the cheapest — 98% less than the priciest here ($38.00/mo vs $1,600.00/mo).

 Olmo 3 32B ThinkClaude Opus 4.8
Input / 1M tokens$0.150$5.00
Output / 1M tokens$0.500$25.00
Typical request (1,200 in + 400 out)$0.0004$0.016
Context window65,536 tokens1M tokens
Max output65,536 tokens128k tokens
Quality score72/10097/100
TierBalancedFlagship
ProviderAllenAIAnthropic

Projected monthly cost

Requests / moOlmo 3 32B ThinkClaude Opus 4.8
1,000$0.38$16.00
10,000$3.80$160.00
100,000$38.00$1,600.00
Open all in the calculator — adjust volume and token counts →

Olmo 3 32B Think

Auto-synced from OpenRouter — no editorial write-up yet.

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.

More comparisons

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