Alibaba Cloud Int.
48 indexed models
- Headquarters
Singapore- Server regions
- Singapore
China - Model types
- 45 text, 2 video, 1 transcription
Same-model provider benchmark
Alibaba Cloud Int. vs Nebius: LLM provider comparison
Compare Alibaba Cloud Int. and Nebius on 3 exact shared text models. ProviderBench keeps speed, price, and catalog coverage separate so naturally faster model catalogs cannot distort the result.
Nebius
13 indexed models
- Headquarters
Netherlands- Server regions
- N/a
- Model types
- 12 text, 1 embeddings
At a glance
Metric winners
There is no overall score. Each winner answers one specific question using only directly comparable data.
Fastest on shared models
1.31× typical advantage
3 exact models with complete recent speed data
Lowest token cost
$0.2222 / 1M
3 exact models using a 1K-input/500-output mix
Most models available
48 models
Complete catalog coverage across all indexed modalities
Shared-model benchmark summary
| Metric | Alibaba Cloud Int. | Nebius |
|---|---|---|
| Typical 500-token response | 6.98 s | 13.68 s |
| Typical response start | 0.31 s | 0.52 s |
| Typical output speed | 75.0 tok/s | 38.0 tok/s |
| Blended token price | $0.2557 / 1M | $0.2222 / 1M |
| Typical route uptime | 99.97% | 99.27% |
Visual comparison
Price and performance charts
Estimated seconds using recent median response-start and output-speed data. Lower is better.
Alibaba Cloud Int. has the lower typical same-model response ratio across 3 measured models.
USD per 1 million tokens using a 1,000-input/500-output mix. Lower is better.
Nebius has the lower typical price ratio across 3 priced shared models.
| Model | Alibaba Cloud Int. | Nebius |
|---|---|---|
 Qwen3 30B A3B Instruct 2507Winner · Nebius qwen/qwen3-30b-a3b-instruct-2507 | Alibaba Cloud Int.
| Nebius
|
Qwen3 235B A22B Instruct 2507Winner · Alibaba Cloud Int. qwen/qwen3-235b-a22b-2507 | Alibaba Cloud Int.
| Nebius
|
Qwen3 32BWinner · Alibaba Cloud Int. qwen/qwen3-32b | Alibaba Cloud Int.
| Nebius
|
A per-model winner combines blended price and estimated 500-token response time with equal proportional weight. Ties and rows missing either measurement receive no badge. Comparison data calculated . Values use one deterministic route per provider and model; missing measurements remain visible as N/a.
Alibaba Cloud Int. vs Nebius analysis
How Alibaba Cloud Int. and Nebius compare for AI inference
Alibaba Cloud Int. and Nebius share 3 indexed text models, including Qwen3 30B A3B Instruct 2507, Qwen3 235B A22B Instruct 2507, Qwen3 32B. Alibaba Cloud Int. has the stronger typical response-time result on the directly measured set.
Same-model speed evidence
3 shared models currently have complete response-start and output-speed measurements on both providers. The speed comparison uses per-model ratios before taking the median, so naturally faster model catalogs do not improve the result.
Token pricing on one workload
3 shared models have complete input and output prices on both providers. Prices use the same 1,000-input/500-output-token mix and are normalized to one million tokens for readability.
Catalog and deployment differences
Alibaba Cloud Int. has 48 indexed models and lists 2 published server regions; Nebius has 13 models and lists no regions. Verify data residency, privacy terms, limits, and production latency directly before choosing.
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Compare with other providers
Explore qualified alternatives with the most shared measured models. Recommendations include comparisons for both Alibaba Cloud Int. and Nebius.
