claude-opus-4-8
Input $2.25 USD · Output $12.19 USD / 1M tokens
chat comparison
claude-opus-4-8vsgpt-5.4-mini
Compare the things that matter before you build: current price, capabilities, and latest aggregated LLM7 statistics.
Current pricing
See the cost difference clearly
gpt-5.4-mini
Input $0.04 USD · Output $0.24 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
gpt-5.4-mini
400,000 tokens
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
95.53%
gpt-5.4-mini
84.48%
Average response time
claude-opus-4-8
11,918.96 ms
gpt-5.4-mini
12,576.19 ms
P95 API latency
claude-opus-4-8
60,000 ms
gpt-5.4-mini
60,000 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: 99.5%gpt-5.4-mini: 69.1%
Average API latency
Both models on the same scale
claude-opus-4-8: 9,278 msgpt-5.4-mini: 61,862 ms
P95 API latency
Both models on the same scale
claude-opus-4-8: 60,000 msgpt-5.4-mini: 60,000 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
$0.0004
Output estimate
$0.0006
Estimated total
$0.001
Quick take
- claude-opus-4-8 has a larger context window.
- claude-opus-4-8 recorded higher recent LLM7 stability during this period.