Head-to-Head Pricing Benchmark
Side-by-side pricing and context window comparison for production model selection.
Default Recommendation (120M input + 60M output)
Arcee AI: Maestro Reasoning 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 | Arcee AI: Maestro Reasoning | Z.ai: GLM 5.1 |
|---|---|---|
| Developer | arcee-ai | z-ai |
| Context Window | 131,072 | 202,752 |
| Max Output Tokens | 32,000 | 65,535 |
| Input Cost / 1M Tokens | $0.9000 | $1.05 |
| Output Cost / 1M Tokens | $3.30 | $3.50 |
| Projected Monthly Cost | $306 | $336 |
| Vision | ❌ No | ❌ No |
| Tool Calling | ❌ No | ✅ Yes |
| Structured Output | ❌ No | ✅ Yes |
| Reasoning | ❌ No | ✅ Yes |
| Web Search | ❌ No | ❌ No |
| Tokenizer | Other | Other |
| MMLU Score | N/A | N/A |
Price History
Current Input / 1M
$0.9000
Current Output / 1M
$3.30
Price History
Current Input / 1M
$1.05
Current Output / 1M
$3.50
Performance History
Not enough data yet. Performance tracking started recently — check back in a few days.
Performance History
Current TPS
0.00
Current Latency
0ms
Uptime
98.9%
Adjust your workload to see projected monthly costs.
Arcee AI: Maestro Reasoning
$306
per month
Lower costZ.ai: GLM 5.1
$336
per month
Live Recommendation
Arcee AI: Maestro Reasoning is lower-cost at 120M input + 60M output tokens/month.
Continue evaluation with more “A vs B pricing” decision pages.