This model is deprecated. We still benchmark its performance, but less often: every 18 hours instead of every 6.
Alibaba has launched a newer release, Qwen3.5 397B A17B. We suggest considering it instead.
Qwen3 235B A22B 2507 Instruct API Provider Benchmarking & Analysis
This analysis is intended to support you in choosing the best API provider of Qwen3 235B A22B 2507 Instruct for your use-case.
Lowest Time per Task
Time per Intelligence Index task (minutes)
Total 5 providers
Lowest Cost per Task
Cost per Intelligence Index task
Total 5 providers
Qwen3 235B 2507 is available through 5 API providers, each offering different performance characteristics and pricing. Below is a comparison of the key metrics across providers.
Pricing
Cost per Intelligence Index Task: Qwen3 235B A22B 2507 Instruct
Pricing: Cache Hit, Input, and Output: Qwen3 235B A22B 2507 Instruct
Output Speed vs. Cost per Task: Qwen3 235B A22B 2507 Instruct
Speed
Average of the single-request and multi-turn agentic workloads measured
Output Speed: Qwen3 235B A22B 2507 Instruct
Latency
Average of the single-request and multi-turn agentic workloads measured
Time to First Answer Token: Qwen3 235B A22B 2507 Instruct
Reliability
Share of requests the endpoint failed, across all the single-request and multi-turn agentic workloads measured
Endpoint Error Rate: Qwen3 235B A22B 2507 Instruct
Caching
Cache Hit Rate: Qwen3 235B A22B 2507 Instruct
Cost per Task vs. Cache Hit Rate: Qwen3 235B A22B 2507 Instruct
Key Comparison Metrics & API Features
Frequently Asked Questions
Common questions about Qwen3 235B A22B 2507 Instruct providers
Qwen3 235B A22B 2507 Instruct is available through 5 API providers: DeepInfra (FP8), Hyperbolic, Amazon, Parasail, and Scaleway. Each provider offers different performance characteristics and pricing.
Qwen3 235B A22B 2507 Instruct is currently available through 5 API providers that we benchmark and track.
The most affordable providers for Qwen3 235B A22B 2507 Instruct by blended price are DeepInfra (FP8) ($0.14 per 1M tokens), Parasail ($0.14 per 1M tokens), and Amazon ($0.29 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 235B A22B 2507 Instruct are DeepInfra (FP8) ($0.09 per 1M input tokens), Parasail ($0.14 per 1M input tokens), and Amazon ($0.22 per 1M input tokens).
The providers with the lowest output token pricing for Qwen3 235B A22B 2507 Instruct are DeepInfra (FP8) ($0.55 per 1M output tokens), Parasail ($0.80 per 1M output tokens), and Amazon ($0.88 per 1M output tokens).
Prices for Qwen3 235B A22B 2507 Instruct vary up to 14.7x across providers. The most affordable is DeepInfra (FP8) at $0.14 per 1M tokens, while Hyperbolic charges $2.00 per 1M tokens.
4 of 5 providers support JSON mode for Qwen3 235B A22B 2507 Instruct: DeepInfra (FP8), Hyperbolic, Parasail, and Scaleway.
All 5 providers of Qwen3 235B A22B 2507 Instruct support function calling (tool use).
When choosing a provider for Qwen3 235B A22B 2507 Instruct, consider: time per task (how quickly the provider completes an Intelligence Index task), 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 235B A22B 2507 Instruct's intelligence, capabilities, modalities, and how it compares to other models, see the model overview page. View model overview