AtlasCloud
31 indexed models
- Headquarters
United States- Server regions
- N/a
- Model types
- 26 text, 5 video
Same-model provider benchmark
AtlasCloud vs Baseten: LLM provider comparison
Compare AtlasCloud and Baseten on 4 exact shared text models. ProviderBench keeps speed, price, and catalog coverage separate so naturally faster model catalogs cannot distort the result.
Baseten
5 indexed models
- Headquarters
- United States
- Server regions
- N/a
- Model types
- 5 text
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
2.54× typical advantage
4 exact models with complete recent speed data
Lowest token cost
$2.1333 / 1M
4 exact models using a 1K-input/500-output mix
Most models available
31 models
Complete catalog coverage across all indexed modalities
Shared-model benchmark summary
| Metric | AtlasCloud | Baseten |
|---|---|---|
| Typical 500-token response | 19.59 s | 7.61 s |
| Typical response start | 2.83 s | 1.59 s |
| Typical output speed | 30.5 tok/s | 83.5 tok/s |
| Blended token price | $2.1333 / 1M | $2.2467 / 1M |
| Typical route uptime | 93.58% | 99.97% |
Visual comparison
Price and performance charts
BasetenEstimated seconds using recent median response-start and output-speed data. Lower is better.
Baseten has the lower typical same-model response ratio across 4 measured models.
USD per 1 million tokens using a 1,000-input/500-output mix. Lower is better.
AtlasCloud has the lower typical price ratio across 4 priced shared models.
| Model | AtlasCloud | Baseten |
|---|---|---|
 GLM 5.2Winner · Baseten z-ai/glm-5.2 | AtlasCloud
| Baseten
|
 DeepSeek V4 ProWinner · Baseten deepseek/deepseek-v4-pro | AtlasCloud
| Baseten
|
 Kimi K2.6Winner · Baseten moonshotai/kimi-k2.6 | AtlasCloud
| Baseten
|
GLM 5.1Winner · Baseten z-ai/glm-5.1 | AtlasCloud
| Baseten
|
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.
AtlasCloud vs Baseten analysis
How AtlasCloud and Baseten compare for AI inference
AtlasCloud and Baseten share 4 indexed text models, including GLM 5.2, DeepSeek V4 Pro, Kimi K2.6, GLM 5.1. Baseten has the stronger typical response-time result on the directly measured set.
Same-model speed evidence
4 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
4 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
AtlasCloud has 31 indexed models and lists no published server regions; Baseten has 5 models and lists no regions. Verify data residency, privacy terms, limits, and production latency directly before choosing.
Related same-model benchmarks
Compare with other providers
Explore qualified alternatives with the most shared measured models. Recommendations include comparisons for both AtlasCloud and Baseten.
