Qwen3.8 27B (Xhigh) API Provider Benchmarking & Analysis
This analysis is intended to support you in choosing the best API provider of Qwen3.8 27B (Xhigh) for your use-case.
Lowest Time per Task
Nebius (FP4)
Multiverse Computing
Modular (NVFP4)
Crusoe
WaferTime per Intelligence Index task (minutes)
Total 10 providers
Lowest Cost per Task
Modular (NVFP4)WaferMultiverse Computing
DeepInfra
Parasail (FP8)Cost per Intelligence Index task
Total 10 providers
Qwen3.8 27B (xhigh) is available through 10 API providers, each offering different performance characteristics and pricing. Below is a comparison of the key metrics across providers.
- For time per task, Nebius (FP4) (6.7 min), Multiverse Computing (8.0 min), and Modular (NVFP4) (12.9 min) finish an Intelligence Index task fastest.
- For cost per task, Modular (NVFP4) ($0.00), Wafer ($1.05), and Multiverse Computing ($1.47) are the cheapest per Intelligence Index task.
Pricing
Cost per Intelligence Index Task: Qwen3.8 27B (Xhigh)
Pricing: Cache Hit, Input, and Output: Qwen3.8 27B (Xhigh)
Output Speed vs. Cost per Task: Qwen3.8 27B (Xhigh)
Speed
Average of the single-request and multi-turn agentic workloads measured
Time per Intelligence Index Task: Qwen3.8 27B (Xhigh)
Latency
Average of the single-request and multi-turn agentic workloads measured
Time to First Answer Token: Qwen3.8 27B (Xhigh)
Reliability
Share of requests the endpoint failed, across all the single-request and multi-turn agentic workloads measured
Endpoint Error Rate: Qwen3.8 27B (Xhigh)
Caching
Cache Hit Rate: Qwen3.8 27B (Xhigh)
Cost per Task vs. Cache Hit Rate: Qwen3.8 27B (Xhigh)
Key Comparison Metrics & API Features
 Alibaba Cloud | $3.53 | 40.2 | 120.38 | 2.0% | 1M | Open | ||
 CoreWeave | $3.30 | 32.3 | 173.13 | 2.9% | 262k | Open | ||
| Crusoe | $2.61 | 14.3 | 52.69 | 0.9% | 262k | Open | ||
| DeepInfra | $1.54 | 49.5 | 220.33 | 1.0% | 262k | Open | ||
| Modular | $0.00 | 14.5 | 39.54 | 6.0% | 262k | Open | ||
| Multiverse Computing | $1.47 | 8.2 | 28.71 | 0.8% | 262k | Open | ||
| Nebius | $1.98 | 6.3 | 18.16 | 0.0% | 262k | Open | ||
| Parasail | $1.78 | 28.0 | 76.48 | 9.3% | 262k | Open | ||
 SiliconFlow | $2.73 | 95.6 | 346.62 | 15.9% | 262k | Open | ||
| Wafer | $1.05 | 18.9 | 76.82 | 0.0% | 262k | Open | ||
Frequently Asked Questions
Common questions about Qwen3.8 27B (Xhigh) providers
Qwen3.8 27B (Xhigh) is available through 10 API providers: DeepInfra, CoreWeave (FP8), Alibaba Cloud, Parasail (FP8), Multiverse Computing, Wafer, Crusoe, Nebius (FP4), Modular (NVFP4), and SiliconFlow. Each provider offers different performance characteristics and pricing.
Qwen3.8 27B (Xhigh) is currently available through 10 API providers that we benchmark and track.
By time per task, the fastest providers for Qwen3.8 27B (Xhigh) are Nebius (FP4) (6.7 min), Multiverse Computing (8.0 min), and Modular (NVFP4) (12.9 min). Time per task divides the model's output tokens per Intelligence Index task by each provider's end-to-end output speed.
The providers with the lowest time to first answer token for Qwen3.8 27B (Xhigh) are Nebius (FP4) (20.74s), Multiverse Computing (28.33s), and Modular (NVFP4) (39.73s). Lower latency means faster initial response time.
The most affordable providers for Qwen3.8 27B (Xhigh) by blended price are Modular (NVFP4) ($0.00 per 1M tokens), Multiverse Computing ($0.07 per 1M tokens), and DeepInfra ($0.24 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 27B (Xhigh) are Modular (NVFP4) ($0.00 per 1M input tokens), Wafer ($0.06 per 1M input tokens), and Multiverse Computing ($0.09 per 1M input tokens).
The providers with the lowest output token pricing for Qwen3.8 27B (Xhigh) are Modular (NVFP4) ($0.00 per 1M output tokens), Multiverse Computing ($0.44 per 1M output tokens), and DeepInfra ($1.88 per 1M output tokens).
Prices for Qwen3.8 27B (Xhigh) range from $0.00 per 1M tokens at Modular (NVFP4) to $0.48 per 1M tokens at CoreWeave (FP8).
Time per task for Qwen3.8 27B (Xhigh) varies significantly across providers. Nebius (FP4) is the quickest at 6.7 minutes per Intelligence Index task, 14.2x quicker than SiliconFlow at 95.3 minutes.
All 10 providers of Qwen3.8 27B (Xhigh) support JSON mode for structured output.
All 10 providers of Qwen3.8 27B (Xhigh) support function calling (tool use).
For Qwen3.8 27B (Xhigh), Nebius (FP4) offers the best performance with the lowest time per task and lowest latency. For cost optimization, Modular (NVFP4) provides the most competitive pricing.
When choosing a provider for Qwen3.8 27B (Xhigh), 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 Qwen3.8 27B (Xhigh)'s intelligence, capabilities, modalities, and how it compares to other models, see the model overview page. View model overview