Qwen3.8 2.4T A95B API Provider Benchmarking & Analysis
This analysis is intended to support you in choosing the best API provider of Qwen3.8 2.4T A95B for your use-case.
Fastest
Together AI
Bitdeer AI (FP8)
Fireworks
DeepInfra
DigitalOceanOutput speed
Total 6 providers
Lowest Latency
Together AIBitdeer AI (FP8)FireworksDeepInfraDigitalOceanTime to first answer token
Total 6 providers
Lowest Price
Bitdeer AI (FP8)DeepInfraDigitalOceanFireworksTogether AIBlended price (per 1M tokens)
Total 6 providers
Qwen3.8 2.4T A95B is available through 6 API providers, each offering different performance characteristics and pricing. Below is a comparison of the key metrics across providers.
- For output speed, the top providers are Together AI (172.9 t/s), Bitdeer AI (FP8) (91.0 t/s), and Fireworks (80.9 t/s). Speed varies significantly across providers, with a 327% difference between the fastest and slowest.
- For latency, Together AI (12.54s), Bitdeer AI (FP8) (25.27s), and Fireworks (25.89s) offer the lowest time to first answer token.
- For pricing, Bitdeer AI (FP8) (1.08), DeepInfra (1.14), and DigitalOcean (1.14) offer the lowest blended prices per 1M tokens.
- Together AI offers the best performance with both the highest speed and lowest latency. For cost optimization, Bitdeer AI (FP8) provides the most competitive pricing.
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: Qwen3.8 2.4T A95B
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
Frequently Asked Questions
Common questions about Qwen3.8 2.4T A95B providers
Qwen3.8 2.4T A95B is available through 6 API providers: Fireworks, Together AI, DeepInfra, DigitalOcean, Bitdeer AI (FP8), and Alibaba Cloud. Each provider offers different performance characteristics and pricing.
Qwen3.8 2.4T A95B is currently available through 6 API providers that we benchmark and track.
The fastest providers for Qwen3.8 2.4T A95B by output speed are Together AI (172.9 t/s), Bitdeer AI (FP8) (91.0 t/s), and Fireworks (80.9 t/s). Output speed measures how quickly tokens are generated after the model starts responding.
The providers with the lowest time to first answer token for Qwen3.8 2.4T A95B are Together AI (12.54s), Bitdeer AI (FP8) (25.27s), and Fireworks (25.89s). Lower latency means faster initial response time.
The most affordable providers for Qwen3.8 2.4T A95B by blended price are Bitdeer AI (FP8) ($1.08 per 1M tokens), DeepInfra ($1.14 per 1M tokens), and DigitalOcean ($1.14 per 1M tokens). Blended price uses a 7:2:1 cache hit/input/output token ratio.
The providers with the lowest input token pricing for Qwen3.8 2.4T A95B are Bitdeer AI (FP8) ($1.90 per 1M input tokens), Fireworks ($2.00 per 1M input tokens), and Together AI ($2.00 per 1M input tokens).
The providers with the lowest output token pricing for Qwen3.8 2.4T A95B are Bitdeer AI (FP8) ($5.70 per 1M output tokens), Fireworks ($6.00 per 1M output tokens), and Together AI ($6.00 per 1M output tokens).
Output speed for Qwen3.8 2.4T A95B varies significantly across providers. Together AI is the fastest at 172.9 t/s, which is 4.3x faster than Alibaba Cloud at 40.5 t/s.
All 6 providers of Qwen3.8 2.4T A95B support JSON mode for structured output.
All 6 providers of Qwen3.8 2.4T A95B support function calling (tool use).
For Qwen3.8 2.4T A95B, Together AI offers the best performance with highest speed and lowest latency. For cost optimization, Bitdeer AI (FP8) provides the most competitive pricing.
When choosing a provider for Qwen3.8 2.4T A95B, 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 Qwen3.8 2.4T A95B's intelligence, capabilities, modalities, and how it compares to other models, see the model overview page. View model overview