Provider Comparison · 2 Shared Models
Alibaba Cloud Model Studio vs Fireworks Ai
Green highlights mark broader sourced coverage or lower directly comparable prices. They do not imply independently measured performance.
Routing Surface
Side-by-Side Provider Facts
| Field | Alibaba Cloud Model Studio | Fireworks Ai |
|---|---|---|
| Routing mode | direct | direct |
| API protocol | openai | openai |
| API base URL | https://dashscope-intl.aliyuncs.com/compatible-mode/v1 | https://api.fireworks.ai/inference/v1 |
| Route-ready models | 9 | 24 |
| Tracked model offerings | 9 | 22 |
| Lowest input / 1M | $0.15 | $0.15 |
| Lowest output / 1M | $1.50 | $0.60 |
| Service tiers | Standard | Serverless, Standard |
| Regions | Unknown | Global |
8 comparable fields · 5 material differences · Interactive only until provider-comparison indexing and telemetry gates are defined
Alibaba Cloud Model Studio Route Contract
https://dashscope-intl.aliyuncs.com/compatible-mode/v1Fireworks Ai Route Contract
https://api.fireworks.ai/inference/v1Common Coverage
Models Offered by Both Providers
| Model | Canonical ID | Coverage |
|---|---|---|
| Qwen3.7 Plus | qwen/qwen3.7-plus | Available from both provider routes |
| Qwen3.8 Max | qwen/qwen3.8-max | Available from both provider routes |
Provider Evidence
Sources and Freshness
Questions
Alibaba Cloud Model Studio vs Fireworks Ai FAQs
Is Alibaba Cloud Model Studio or Fireworks Ai cheaper for inference?+
The lowest sourced input prices are $0.15 for Alibaba Cloud Model Studio and $0.15 for Fireworks Ai. Lowest output prices are $1.50 and $0.60, favoring Fireworks Ai. These minima may refer to different models or tiers.
Which offers more route-ready models, Alibaba Cloud Model Studio or Fireworks Ai?+
Alibaba Cloud Model Studio has 9 route-ready models and Fireworks Ai has 24, so Fireworks Ai has broader current route-ready coverage.
Do Alibaba Cloud Model Studio and Fireworks Ai offer the same models?+
They currently share 2 tracked models, including Qwen3.7 Plus and Qwen3.8 Max.
Can I use the same API protocol with Alibaba Cloud Model Studio and Fireworks Ai?+
Both are currently documented with the openai API protocol, although base URLs, model IDs, and authentication still differ.
Should I choose Alibaba Cloud Model Studio or Fireworks Ai?+
Choose based on the exact model route, price observation, protocol, regions, and service tier you need. The green highlights identify lower sourced minima or broader documented coverage; they do not measure latency, reliability, or output quality.
Which lists more AI models, Alibaba Cloud Model Studio or Fireworks Ai?+
Alibaba Cloud Model Studio lists 9 tracked models; Fireworks Ai lists 22, so Fireworks Ai has the larger catalog. Catalog size is separate from route readiness.
Is Alibaba Cloud Model Studio or Fireworks Ai a gateway?+
Alibaba Cloud Model Studio is recorded as a direct route; Fireworks Ai is recorded as a direct route. Gateways aggregate model routes, while direct providers serve their own endpoint surface.
Can I switch between Alibaba Cloud Model Studio and Fireworks Ai without changing model IDs?+
Do not assume model IDs are portable. Even with 2 shared tracked models, base URLs, authentication, provider-specific identifiers, tiers, and request features can differ.
Are Alibaba Cloud Model Studio and Fireworks Ai prices directly comparable?+
Only at the exact model, tier, region, and token type. The headline minima above can come from different models or service tiers, so they are useful discovery signals rather than an apples-to-apples bill estimate.
How current is the Alibaba Cloud Model Studio vs Fireworks Ai comparison?+
Alibaba Cloud Model Studio was last observed Sep 3, 2026 and Fireworks Ai Oct 19, 2026. The source register below identifies the records behind the comparison.