Head-to-Head Pricing Benchmark
Side-by-side pricing and context window comparison for production model selection.
Default Recommendation (120M input + 60M output)
AllenAI: Olmo 3 32B Think is lower-cost for the default monthly workload scenario.
Adjust the workload in the calculator below to see a live recommendation for your usage.
| Metric | AllenAI: Olmo 3 32B Think | DeepSeek: DeepSeek V3.2 Speciale |
|---|---|---|
| Developer | allenai | deepseek |
| Context Window | 65,536 | 163,840 |
| Max Output Tokens | 65,536 | 163,840 |
| Input Cost / 1M Tokens | $0.1500 | $0.4000 |
| Output Cost / 1M Tokens | $0.5000 | $1.20 |
| Projected Monthly Cost | $48 | $120 |
| Vision | ❌ No | ❌ No |
| Tool Calling | ❌ No | ❌ No |
| Structured Output | ✅ Yes | ✅ Yes |
| Reasoning | ✅ Yes | ✅ Yes |
| Web Search | ❌ No | ❌ No |
| Tokenizer | Other | DeepSeek |
| MMLU Score | 76.3 | 86.3★ |
| GPQA | 59.1 | 87.1★ |
Price History
Current Input / 1M
$0.1500
Current Output / 1M
$0.5000
Price History
Current Input / 1M
$0.4000
Current Output / 1M
$1.20
Performance History
Current TPS
0.00
Current Latency
0ms
Uptime
100.0%
Performance History
Current TPS
0.00
Current Latency
0ms
Uptime
100.0%
Adjust your workload to see projected monthly costs.
AllenAI: Olmo 3 32B Think
$48
per month
Lower costDeepSeek: DeepSeek V3.2 Speciale
$120
per month
Live Recommendation
AllenAI: Olmo 3 32B Think is lower-cost at 120M input + 60M output tokens/month.
Continue evaluation with more “A vs B pricing” decision pages.