AtlasCloud
31 indexed models
- Headquarters
United States- Server regions
- N/a
- Model types
- 26 text, 5 video
Same-model provider benchmark
AtlasCloud vs MiniMax: LLM provider comparison
Compare AtlasCloud and MiniMax on 3 exact shared text models. ProviderBench keeps speed, price, and catalog coverage separate so naturally faster model catalogs cannot distort the result.
MiniMax
9 indexed models
- Headquarters
Singapore- Server regions
- United States
- Model types
- 8 text, 1 video
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
1.23× typical advantage
3 exact models with complete recent speed data
Lowest token cost
$0.5989 / 1M
3 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 | MiniMax |
|---|---|---|
| Typical 500-token response | 12.16 s | 13.73 s |
| Typical response start | 1.12 s | 1.49 s |
| Typical output speed | 45.0 tok/s | 40.0 tok/s |
| Blended token price | $0.5989 / 1M | $0.6 / 1M |
| Typical route uptime | 97.95% | 99.13% |
Visual comparison
Price and performance charts
Estimated seconds using recent median response-start and output-speed data. Lower is better.
AtlasCloud 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.
AtlasCloud has the lower typical price ratio across 3 priced shared models.
| Model | AtlasCloud | MiniMax |
|---|---|---|
 MiniMax M3Winner · AtlasCloud minimax/minimax-m3 | AtlasCloud
| MiniMax
|
MiniMax M2.7Winner · MiniMax minimax/minimax-m2.7 | AtlasCloud
| MiniMax
|
MiniMax M2.5Winner · AtlasCloud minimax/minimax-m2.5 | AtlasCloud
| MiniMax
|
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 MiniMax analysis
How AtlasCloud and MiniMax compare for AI inference
AtlasCloud and MiniMax share 3 indexed text models, including MiniMax M3, MiniMax M2.7, MiniMax M2.5. AtlasCloud 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
AtlasCloud has 31 indexed models and lists no published server regions; MiniMax has 9 models and lists 1 region. 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 MiniMax.
