Qwen3 Next 80B A3B Instruct API Provider Benchmarking & Analysis
Analysis of API providers for Qwen3 Next 80B A3B Instruct across performance metrics including latency (time to first token), output speed (output tokens per second), price and others. API providers benchmarked include Hyperbolic, Novita, Parasail, Alibaba Cloud, Google Vertex, GMI, DeepInfra.
Fastest
Hyperbolic
Google Vertex
DeepInfraAlibaba Cloud
ParasailOutput speed
Total 7 providers
Lowest Latency
DeepInfraGoogle VertexHyperbolicParasail
NovitaTime to first token
Total 7 providers
Lowest Price
HyperbolicDeepInfraGoogle VertexParasailNovitaBlended price (per 1M tokens)
Total 7 providers
Qwen3 Next 80B A3B is available through 7 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 Hyperbolic (274.1 t/s), Google Vertex (245.7 t/s), DeepInfra (218.2 t/s). Speed varies significantly across providers, with a 108% difference between the fastest and slowest.
- For latency, DeepInfra (0.60s), Google Vertex (0.62s), Hyperbolic (0.83s) offer the lowest time to first token.
- For pricing, Hyperbolic (0.30), DeepInfra (0.34), Google Vertex (0.41) offer the lowest blended prices per 1M tokens.
- Hyperbolic provides an excellent balance of speed and cost-effectiveness. For the lowest latency, DeepInfra is the best choice.
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: Input and Output Prices: Qwen3 Next 80B A3B Providers
Speed vs. Price: Qwen3 Next 80B A3B Providers
Speed
Measured by Output Speed (tokens per second)
Output Speed: Qwen3 Next 80B A3B Providers
Latency vs. Output Speed: Qwen3 Next 80B A3B Providers
Latency
Measured by Time (seconds) to First Token
Time to First Token: Qwen3 Next 80B A3B Providers
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: Qwen3 Next 80B A3B Providers
API Features
Function (Tool) Calling & JSON Mode: Qwen3 Next 80B A3B Providers
GMI
DeepInfraContext Window: Qwen3 Next 80B A3B Providers
Summary Table of Key Comparison Metrics
Frequently Asked Questions
Common questions about Qwen3 Next 80B A3B Instruct providers
Qwen3 Next 80B A3B Instruct is available through 7 API providers: Hyperbolic, Novita, Parasail, Alibaba Cloud, Google Vertex, GMI, and DeepInfra. Each provider offers different performance characteristics and pricing.
Qwen3 Next 80B A3B Instruct is currently available through 7 API providers that we benchmark and track.
The fastest providers for Qwen3 Next 80B A3B Instruct by output speed are Hyperbolic (274.1 t/s), Google Vertex (245.7 t/s), and DeepInfra (218.2 t/s). Output speed measures how quickly tokens are generated after the model starts responding.
The providers with the lowest time to first token for Qwen3 Next 80B A3B Instruct are DeepInfra (0.60s), Google Vertex (0.62s), and Hyperbolic (0.83s). Lower latency means faster initial response time.
The most affordable providers for Qwen3 Next 80B A3B Instruct by blended price are Hyperbolic ($0.30 per 1M tokens), DeepInfra ($0.34 per 1M tokens), and Google Vertex ($0.41 per 1M tokens). Blended price uses a 3:1 input to output token ratio.
The providers with the lowest input token pricing for Qwen3 Next 80B A3B Instruct are DeepInfra ($0.09 per 1M input tokens), Novita ($0.15 per 1M input tokens), and Google Vertex ($0.15 per 1M input tokens).
The providers with the lowest output token pricing for Qwen3 Next 80B A3B Instruct are Hyperbolic ($0.30 per 1M output tokens), Parasail ($1.10 per 1M output tokens), and DeepInfra ($1.10 per 1M output tokens).
Prices for Qwen3 Next 80B A3B Instruct vary up to 2.9x across providers. The most affordable is Hyperbolic at $0.30 per 1M tokens, while Alibaba Cloud charges $0.88 per 1M tokens.
Output speed for Qwen3 Next 80B A3B Instruct varies significantly across providers. Hyperbolic is the fastest at 274.1 t/s, which is 2.2x faster than GMI at 123.0 t/s.
6 of 7 providers support JSON mode for Qwen3 Next 80B A3B Instruct: Hyperbolic, Novita, Parasail, Alibaba Cloud, Google Vertex, and DeepInfra.
6 of 7 providers support function calling for Qwen3 Next 80B A3B Instruct: Novita, Parasail, Alibaba Cloud, Google Vertex, GMI, and DeepInfra.
The best provider for Qwen3 Next 80B A3B Instruct depends on your priorities: Hyperbolic offers the highest output speed, DeepInfra has the lowest latency, and Hyperbolic provides the most competitive pricing.
When choosing a provider for Qwen3 Next 80B A3B Instruct, 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 Next 80B A3B Instruct's intelligence, capabilities, modalities, and how it compares to other models, see the model overview page. View model overview