claude-opus-4-8
Input $2.25 USD · Output $12.19 USD / 1M tokens
chat comparison
claude-opus-4-8vsgemma4:31b
Compare the things that matter before you build: current price, capabilities, and latest aggregated LLM7 statistics.
Current pricing
See the cost difference clearly
gemma4:31b
Input $0.03 USD · Output $0.08 USD / 1M tokens
What's different
Only capabilities that differ between these models are listed. Green highlights the broader supported option or larger context window.
Context window
claude-opus-4-8Better fit
1,000,000 tokens
gemma4:31b
262,000 tokens
Input formats
claude-opus-4-8
text, image
gemma4:31b
text
Vision
claude-opus-4-8Better fit
Supported
gemma4:31b
Not supported
Reasoning
claude-opus-4-8Better fit
Supported
gemma4:31b
Not supported
Latest LLM7 statistics
Recent aggregated percentages and response-time metrics from LLM7, not a global model benchmark or traffic disclosure.
Recent stability
claude-opus-4-8
93.74%
gemma4:31b
99.36%
Average response time
claude-opus-4-8
15,297.36 ms
gemma4:31b
6,439.07 ms
P95 API latency
claude-opus-4-8
60,000 ms
gemma4:31b
30,000 ms
Side-by-side trends
Shared charts make the observed differences easier to read. Metrics without enough history stay hidden.
Request success rate
Both models on the same scale
claude-opus-4-8: 100%gemma4:31b: 99.7%
Average API latency
Both models on the same scale
claude-opus-4-8: 2,332 msgemma4:31b: 5,557 ms
P95 API latency
Both models on the same scale
claude-opus-4-8: 5,000 msgemma4:31b: 30,000 ms
Estimate your workload
Fixed-price models can be estimated directly; dynamic models use recent references and are billed from actual provider usage.
Cost calculator
Adjust the volume to see an instant estimate at the current public price.
01M
Input estimate
$0.0225
Output estimate
$0.030475
Estimated total
$0.052975
Cost calculator
Adjust the volume to see an instant estimate at the current public price.
01M
Input estimate
$0.0003
Output estimate
$0.0002
Estimated total
$0.0005
Quick take
- claude-opus-4-8 has a larger context window.
- claude-opus-4-8 supports image input while the other model does not.
- gemma4:31b recorded higher recent LLM7 stability during this period.
- gemma4:31b recorded a lower observed p95 API latency on LLM7 during this period.