Agnes 2.5 Pro Alpha (based on Qwen3.5 397B A17B) API Provider Benchmarking & Analysis
This analysis is intended to support you in choosing the best API provider of Agnes 2.5 Pro Alpha (based on Qwen3.5 397B A17B) for your use-case.
Fastest
Agnes AIOutput speed
Total 1 provider
Lowest Latency
Agnes AITime to first answer token
Total 1 provider
Lowest Price
Agnes AIBlended price (per 1M tokens)
Total 1 provider
Agnes 2.5 Pro Alpha is available through Agnes AI.
Highlights
Update: Default performance benchmarking workload has updated to 10k input tokens to better reflect production use cases. You can still select different workloads above.
Pricing
Pricing: Cache Hit, Input, and Output
Pricing: Blended Price
Pricing: Cache Discount
Output Speed vs. Price
Speed
Measured by Output Speed (tokens per second)
Output Speed: Agnes 2.5 Pro Alpha (based on Qwen3.5 397B A17B)
Latency vs. Output Speed
Latency
Measured by Time (seconds) to First Token
Time to First Answer Token
End-to-End Response Time
Seconds to output 500 tokens, calculated based on time to first token, 'thinking' time for reasoning models, and output speed
End-to-End Response Time
Key Comparison Metrics & API Features
| Agnes AI | 1M | Open | -- | 160 | 4.26 | 19.91 | 12.52 | ||
Frequently Asked Questions
Common questions about Agnes 2.5 Pro Alpha (based on Qwen3.5 397B A17B) providers
Agnes 2.5 Pro Alpha (based on Qwen3.5 397B A17B) is available through 1 API provider: Agnes AI. Each provider offers different performance characteristics and pricing.
Agnes 2.5 Pro Alpha (based on Qwen3.5 397B A17B) is currently available through 1 API provider that we benchmark and track.
The fastest provider for Agnes 2.5 Pro Alpha (based on Qwen3.5 397B A17B) by output speed is Agnes AI (159.7 t/s). Output speed measures how quickly tokens are generated after the model starts responding.
The provider with the lowest time to first answer token for Agnes 2.5 Pro Alpha (based on Qwen3.5 397B A17B) is Agnes AI (16.78s). Lower latency means faster initial response time.
The most affordable provider for Agnes 2.5 Pro Alpha (based on Qwen3.5 397B A17B) by blended price is Agnes AI ($0.19 per 1M tokens). Blended price uses a 7:2:1 cache hit/input/output token ratio.
The provider with the lowest input token pricing for Agnes 2.5 Pro Alpha (based on Qwen3.5 397B A17B) is Agnes AI ($0.45 per 1M input tokens).
The provider with the lowest output token pricing for Agnes 2.5 Pro Alpha (based on Qwen3.5 397B A17B) is Agnes AI ($0.90 per 1M output tokens).
The only provider of Agnes 2.5 Pro Alpha (based on Qwen3.5 397B A17B) supports JSON mode for structured output.
The only provider of Agnes 2.5 Pro Alpha (based on Qwen3.5 397B A17B) supports function calling (tool use).
Agnes AI leads across all key metrics for Agnes 2.5 Pro Alpha (based on Qwen3.5 397B A17B), offering the fastest speed, lowest latency, and most competitive pricing.
When choosing a provider for Agnes 2.5 Pro Alpha (based on Qwen3.5 397B A17B), consider: output speed (for throughput-intensive tasks), latency (for interactive applications requiring quick first responses), pricing (for cost-sensitive workloads), and API features like JSON mode or function calling.
Yes, provider performance can vary over time due to infrastructure changes, load balancing, and updates. We continuously benchmark all providers and display historical performance trends in the "Over Time" charts.
For information about Agnes 2.5 Pro Alpha (based on Qwen3.5 397B A17B)'s intelligence, capabilities, modalities, and how it compares to other models, see the model overview page. View model overview