goliath-120b vs step-1-32k
Input price
$3.75
$2.08
Output price
$7.50
$9.72
Context window
6K
33K
Throughput
158 tok/s
162 tok/s
Availability
99.3%
99.1%
Cost / task
$0.011
$0.009
Efficiency score
85
84
Estimated monthly cost by workload
Metric
GOLIATH-120B
STEP-1-32K
Chat assistant
$2,025
$1,790
RAG / long context
$5,175
$3,371
Agent / tool use
$5,400
$4,997
Efficiency score: goliath-120b
Across price, speed and reliability, goliath-120b offers the stronger overall balance for most workloads — but the right pick depends on your exact mix of input, output and latency needs.
Figures are illustrative demo data, not financial advice.
Frequently asked questions
Is goliath-120b or step-1-32k cheaper?+
step-1-32k has the lower input price — $2.08 vs $3.75 per 1M tokens — so for most blended workloads it is the more cost-effective of the two. Figures are illustrative demo data.
Which should I choose, goliath-120b or step-1-32k?+
Across price, speed and reliability, goliath-120b offers the stronger overall balance for most workloads — but the right pick depends on your exact mix of input, output and latency needs.