This model is deprecated. We only continue performance benchmarking for the default 10k input token workload. Results for other workloads are historical and no longer updated.

Alibaba has launched a newer model, Qwen3 30B A3B 2507 (Non-reasoning). We suggest considering it instead.

For more information, see comparison of Qwen3 30B A3B 2507 (Non-reasoning) to other models and API provider benchmarks for Qwen3 30B A3B 2507 (Non-reasoning).

Qwen3 30B A3B

Open weights model

Released April 2025

Qwen3 30B A3B (Non-reasoning) API Provider Benchmarking & Analysis

Model Comparison

This analysis is intended to support you in choosing the best API provider of Qwen3 30B A3B (Non-reasoning) for your use-case.

Fastest

#1
DeepInfra (FP8)DeepInfra (FP8)
153.1 t/s
#2
Alibaba CloudAlibaba Cloud
108.5 t/s

Output speed

Total 2 providers

Lowest Latency

#1
DeepInfra (FP8)DeepInfra (FP8)
0.50 s
#2
Alibaba CloudAlibaba Cloud
2.20 s

Time to first token

Total 2 providers

Lowest Price

#1
DeepInfra (FP8)DeepInfra (FP8)
$0.16
#2
Alibaba CloudAlibaba Cloud
$0.26

Blended price (per 1M tokens)

Total 2 providers

Qwen3 30B (Non-reasoning) is available through 2 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 DeepInfra (FP8) (153.1 t/s) and Alibaba Cloud (108.5 t/s).
  • For latency, DeepInfra (FP8) (0.50s) and Alibaba Cloud (2.20s) offer the lowest time to first token.
  • For pricing, DeepInfra (FP8) (0.16) and Alibaba Cloud (0.26) offer the lowest blended prices per 1M tokens.
  • DeepInfra (FP8) stands out as the overall leader, ranking first across all three categories: speed, latency, and pricing.

Highlights

Output tokens per second · Higher is better
Seconds · Lower is better
USD per 1M tokens (blended) · Lower is better

Pricing

Pricing: Cache Hit, Input, and Output

Price (USD per M Tokens) · Lower is better · 10,000 input tokens

Pricing: Blended Price

Blended at 7:2:1 (cache-input-output) · USD per 1M tokens (blended) · Lower is better

Output Speed vs. Price

Blended at 7:2:1 (cache-input-output) · Output speed: output tokens per second · USD per 1M tokens (blended)
Most attractive quadrant

Speed

Measured by Output Speed (tokens per second)

Output Speed: Qwen3 30B A3B (Non-reasoning)

Output speed: output tokens per second · 10,000 input tokens

Latency vs. Output Speed

Latency: seconds to first token received · Output speed: output tokens per second · 10,000 input tokens
Most attractive quadrant

Latency

Measured by Time (seconds) to First Token

Time to First Token

Seconds to first token received · Lower is better · 10,000 input tokens

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

Seconds to output 500 tokens, including reasoning model 'thinking' time · Lower is better · 10,000 input tokens

Key Comparison Metrics & API Features

DeepInfra logoDeepInfra
41k
Open
--
118
0.53
4.77
--
Alibaba Cloud logoAlibaba Cloud
131k
Open
--
109
2.27
6.87
--

Frequently Asked Questions

Common questions about Qwen3 30B A3B (Non-reasoning) providers