Qwen3 Coder 480B A35B Instruct API Provider Benchmarking & Analysis
Analysis of API providers for Qwen3 Coder 480B A35B Instruct across performance metrics including latency (time to first token), output speed (output tokens per second), price and others. API providers benchmarked include DeepInfra (FP8), Hyperbolic (FP8), Together.ai (FP8), Alibaba Cloud, Nebius, Amazon Bedrock, Google Vertex, DeepInfra (Turbo, FP4), Novita, Weights & Biases, Eigen AI.
Fastest
Eigen AI
Google Vertex
Together.ai (FP8)
DeepInfra (Turbo, FP4)
NovitaOutput speed
Total 11 providers
Lowest Latency
DeepInfra (Turbo, FP4)Google VertexDeepInfra (FP8)Together.ai (FP8)
Weights & BiasesTime to first token
Total 11 providers
Lowest Price
DeepInfra (Turbo, FP4)Novita
AmazonGoogle VertexEigen AIBlended price (per 1M tokens)
Total 11 providers
Qwen3 Coder 480B is available through 11 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 Eigen AI (372.1 t/s), Google Vertex (254.7 t/s), Together.ai (FP8) (213.5 t/s). Speed varies significantly across providers, with a 226% difference between the fastest and slowest.
- For latency, DeepInfra (Turbo, FP4) (0.30s), Google Vertex (0.32s), DeepInfra (FP8) (0.35s) offer the lowest time to first token.
- For pricing, DeepInfra (Turbo, FP4) (0.41), Novita (0.55), Amazon (0.61) offer the lowest blended prices per 1M tokens.
- DeepInfra (Turbo, FP4) offers both the lowest latency and best pricing, making it attractive for cost-conscious applications. Eigen AI is the fastest option for throughput-intensive workloads.
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 Coder 480B Providers
Speed vs. Price: Qwen3 Coder 480B Providers
Speed
Measured by Output Speed (tokens per second)
Output Speed: Qwen3 Coder 480B Providers
Latency vs. Output Speed: Qwen3 Coder 480B Providers
Latency
Measured by Time (seconds) to First Token
Time to First Token: Qwen3 Coder 480B 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 Coder 480B Providers
API Features
Function (Tool) Calling & JSON Mode: Qwen3 Coder 480B Providers
DeepInfra (FP8)
Hyperbolic (FP8)
NebiusContext Window: Qwen3 Coder 480B Providers
Summary Table of Key Comparison Metrics
Frequently Asked Questions
Common questions about Qwen3 Coder 480B A35B Instruct providers
Qwen3 Coder 480B A35B Instruct is available through 11 API providers: DeepInfra (FP8), Hyperbolic (FP8), Together.ai (FP8), Alibaba Cloud, Nebius, Amazon, Google Vertex, DeepInfra (Turbo, FP4), Novita, Weights & Biases, and Eigen AI. Each provider offers different performance characteristics and pricing.
Qwen3 Coder 480B A35B Instruct is currently available through 11 API providers that we benchmark and track.
The fastest providers for Qwen3 Coder 480B A35B Instruct by output speed are Eigen AI (372.1 t/s), Google Vertex (254.7 t/s), and Together.ai (FP8) (213.5 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 Coder 480B A35B Instruct are DeepInfra (Turbo, FP4) (0.30s), Google Vertex (0.32s), and DeepInfra (FP8) (0.35s). Lower latency means faster initial response time.
The most affordable providers for Qwen3 Coder 480B A35B Instruct by blended price are DeepInfra (Turbo, FP4) ($0.41 per 1M tokens), Novita ($0.55 per 1M tokens), and Amazon ($0.61 per 1M tokens). Blended price uses a 3:1 input to output token ratio.
The providers with the lowest input token pricing for Qwen3 Coder 480B A35B Instruct are Amazon ($0.22 per 1M input tokens), Google Vertex ($0.22 per 1M input tokens), and DeepInfra (Turbo, FP4) ($0.22 per 1M input tokens).
The providers with the lowest output token pricing for Qwen3 Coder 480B A35B Instruct are DeepInfra (Turbo, FP4) ($1.00 per 1M output tokens), Novita ($1.30 per 1M output tokens), and Weights & Biases ($1.50 per 1M output tokens).
Prices for Qwen3 Coder 480B A35B Instruct vary up to 7.2x across providers. The most affordable is DeepInfra (Turbo, FP4) at $0.41 per 1M tokens, while Alibaba Cloud charges $3.00 per 1M tokens.
7 of 11 providers support JSON mode for Qwen3 Coder 480B A35B Instruct: Hyperbolic (FP8), Alibaba Cloud, Nebius, Google Vertex, Novita, Weights & Biases, and Eigen AI.
10 of 11 providers support function calling for Qwen3 Coder 480B A35B Instruct: DeepInfra (FP8), Hyperbolic (FP8), Together.ai (FP8), Alibaba Cloud, Nebius, Amazon, Google Vertex, DeepInfra (Turbo, FP4), Novita, and Weights & Biases.
The best provider for Qwen3 Coder 480B A35B Instruct depends on your priorities: Eigen AI offers the highest output speed, DeepInfra (Turbo, FP4) has the lowest latency, and DeepInfra (Turbo, FP4) provides the most competitive pricing.
When choosing a provider for Qwen3 Coder 480B A35B 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 Coder 480B A35B Instruct's intelligence, capabilities, modalities, and how it compares to other models, see the model overview page. View model overview