Head-to-Head Pricing Benchmark
Side-by-side pricing and context window comparison for production model selection.
Default Recommendation (120M input + 60M output)
NVIDIA: Llama 3.1 Nemotron Ultra 253B v1 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 | NVIDIA: Llama 3.1 Nemotron Ultra 253B v1 | Z.ai: GLM 4.5V |
|---|---|---|
| Developer | nvidia | z-ai |
| Context Window | 131,072 | 65,536 |
| Max Output Tokens | — | 16,384 |
| Input Cost / 1M Tokens | $0.6000 | $0.6000 |
| Output Cost / 1M Tokens | $1.80 | $1.80 |
| Projected Monthly Cost | $180 | $180 |
| Vision | ❌ No | ✅ Yes |
| Tool Calling | ❌ No | ✅ Yes |
| Structured Output | ✅ Yes | ✅ Yes |
| Reasoning | ✅ Yes | ✅ Yes |
| Web Search | ❌ No | ❌ No |
| Tokenizer | Llama3 | Other |
| MMLU Score | 82.5★ | 78.8 |
| GPQA | 72.8★ | 68.4 |
Price History
Not enough data yet. Price tracking started recently — check back in a few days.
Price History
Current Input / 1M
$0.6000
Current Output / 1M
$1.80
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
100.0%
Adjust your workload to see projected monthly costs.
NVIDIA: Llama 3.1 Nemotron Ultra 253B v1
$180
per month
Lower costZ.ai: GLM 4.5V
$180
per month
Live Recommendation
NVIDIA: Llama 3.1 Nemotron Ultra 253B v1 is lower-cost at 120M input + 60M output tokens/month.
Continue evaluation with more “A vs B pricing” decision pages.
Quick Compare
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