Claude Opus 4.8: providers compared
Every endpoint serving this model, side by side. ◆ marks the best value in each column — per model, never fleet-wide.
Current state
| State | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
Anthropicanthropic | Healthy | 100%◆ (best) | 99.98% | 99.88% | 99.86% | 970ms◆ (best) | 5.34s | 48 tps | 1.0M | $5.00 / $25.00◆ (best) |
Claude Platform on AWSclaude-on-aws | Healthy | 100%◆ (best) | 99.99% | 99.68% | 99.90% | 1.40s | 21.4s | 67 tps | 1.0M | $5.00 / $25.00◆ (best) |
Amazon Bedrockamazon-bedrock | No data | — | 96.34% | 99.92% | 99.84% | 3.56s | 66.5s | 69 tps | 1.0M | $5.00 / $25.00◆ (best) |
Amazon Bedrockamazon-bedrock/eu-west-1 | No data | — | 100% | 100%◆ (best) | 99.99% | — | — | — | 1.0M | $5.50 / $27.50 |
Amazon Bedrockamazon-bedrock/us | No data | — | 100% | 99.90% | 99.94% | — | — | — | 1.0M | $5.50 / $27.50 |
Anthropicanthropic/fast | No data | — | 100% | 100% | 99.98% | 1.07s | 2.82s | 166 tps◆ (best) | 1.0M | $10.00 / $50.00 |
Azureazure/global | No data | — | 97.70% | 100% | 99.99% | 1.24s | 1.41s◆ (best) | 66 tps | 1.0M | $5.00 / $25.00◆ (best) |
Azureazure/us | No data | — | — | 100%◆ (best) | 100%◆ (best) | — | — | — | 1.0M | $5.50 / $27.50 |
Googlegoogle-vertex/europe | No data | — | — | 100%◆ (best) | 100%◆ (best) | — | — | — | 1.0M | $5.50 / $27.50 |
Googlegoogle-vertex/global | No data | — | 99.97% | 99.96% | 99.97% | 2.45s | 11.5s | 81 tps | 1.0M | $5.00 / $25.00◆ (best) |
Googlegoogle-vertex/us | No data | — | — | 100%◆ (best) | 100%◆ (best) | — | — | — | 1.0M | $5.50 / $27.50 |
- Anthropic100%◆ (best)Healthy24h 99.98%
- 7d
- 99.88%
- 30d
- 99.86%
- p50
- 970ms◆ (best)
- p99
- 5.34s
- Throughput
- 48 tps
- Context
- 1.0M
- $/Mtok
- $5.00 / $25.00◆ (best)
anthropic - Claude Platform on AWS100%◆ (best)Healthy24h 99.99%
- 7d
- 99.68%
- 30d
- 99.90%
- p50
- 1.40s
- p99
- 21.4s
- Throughput
- 67 tps
- Context
- 1.0M
- $/Mtok
- $5.00 / $25.00◆ (best)
claude-on-aws - No data24h 96.34%
- 7d
- 99.92%
- 30d
- 99.84%
- p50
- 3.56s
- p99
- 66.5s
- Throughput
- 69 tps
- Context
- 1.0M
- $/Mtok
- $5.00 / $25.00◆ (best)
amazon-bedrock - No data24h 100%
- 7d
- 100%◆ (best)
- 30d
- 99.99%
- p50
- —
- p99
- —
- Throughput
- —
- Context
- 1.0M
- $/Mtok
- $5.50 / $27.50
amazon-bedrock/eu-west-1 - No data24h 100%
- 7d
- 99.90%
- 30d
- 99.94%
- p50
- —
- p99
- —
- Throughput
- —
- Context
- 1.0M
- $/Mtok
- $5.50 / $27.50
amazon-bedrock/us - No data24h 100%
- 7d
- 100%
- 30d
- 99.98%
- p50
- 1.07s
- p99
- 2.82s
- Throughput
- 166 tps◆ (best)
- Context
- 1.0M
- $/Mtok
- $10.00 / $50.00
anthropic/fast - No data24h 97.70%
- 7d
- 100%
- 30d
- 99.99%
- p50
- 1.24s
- p99
- 1.41s◆ (best)
- Throughput
- 66 tps
- Context
- 1.0M
- $/Mtok
- $5.00 / $25.00◆ (best)
azure/global - No data24h —
- 7d
- 100%◆ (best)
- 30d
- 100%◆ (best)
- p50
- —
- p99
- —
- Throughput
- —
- Context
- 1.0M
- $/Mtok
- $5.50 / $27.50
azure/us - No data24h —
- 7d
- 100%◆ (best)
- 30d
- 100%◆ (best)
- p50
- —
- p99
- —
- Throughput
- —
- Context
- 1.0M
- $/Mtok
- $5.50 / $27.50
google-vertex/europe - No data24h 99.97%
- 7d
- 99.96%
- 30d
- 99.97%
- p50
- 2.45s
- p99
- 11.5s
- Throughput
- 81 tps
- Context
- 1.0M
- $/Mtok
- $5.00 / $25.00◆ (best)
google-vertex/global - No data24h —
- 7d
- 100%◆ (best)
- 30d
- 100%◆ (best)
- p50
- —
- p99
- —
- Throughput
- —
- Context
- 1.0M
- $/Mtok
- $5.50 / $27.50
google-vertex/us
Measured 1m ago. Latency and throughput are OpenRouter's rolling 30-minute windows. ◆ marks the best value in each column among these endpoints.
Price vs latency
One dot per endpoint at the latest round · further left = faster, lower = cheaper · hover a dot for its tag
History
Availability
Axis starts at 90% so small differences stay visible; it expands to 0 when an endpoint falls below.
Time to first token
Logarithmic axis — the fleet spans two orders of magnitude. P50 is OpenRouter's rolling 30-minute window.
Throughput
Median tokens per second.