GPU MODELS / ALTERNATIVES TO H200 SXM
Alternatives to the H200 SXM
The H200 is an H100 with the memory subsystem rebuilt: 141 GB of HBM3e at 4.8 TB/s versus 80 GB at 3.35. Compute is identical. That makes it the single best Hopper for inference - a 70B model at BF16 fits on one card with KV cache to spare - and a strictly better H100 for memory-bound training. When panel prices put it near H100 money, take the H200.
People usually compare the H200 SXM against H100 SXM, B200. Prices below are live on-demand published rates from the panel.
LOADING LIVE DATA...
| Alternative | Memory | Bandwidth | Cheapest live rate | Head to head |
|---|---|---|---|---|
| H100 SXM | 80 GB HBM3 | 3.35 TB/s | - | H200 SXM vs H100 SXM |
| B200 | 192 GB HBM3e | 8 TB/s | - | H200 SXM vs B200 |
WHEN EACH ALTERNATIVE WINS
H100 SXM
Identical compute; 76% more memory and 43% more bandwidth. Training jobs that fit in 80 GB see little difference - pick on price. Inference and memory-bound work favor the H200 outright.
B200
B200 adds ~2.3x dense compute and 8 TB/s, at 1000 W and early-cycle prices. H200 is the mature, available, usually cheaper option.
H200 SXM ALTERNATIVES - FAQ
What is the best alternative to the H200 SXM?
It depends on the workload. H100 SXM: The H100 SXM is the chip the current generation of frontier models was trained on, and the benchmark every other datacenter GPU is priced against. B200: The B200 is Blackwell's datacenter flagship: roughly 2.3x the H100's dense compute, a new FP4 precision that doubles effective inference throughput, 192 GB at 8 TB/s, and NVLink 5 at 1.8 TB/s. Live rates for each are in the table above.
Why look for H200 SXM alternatives?
Workloads that fit comfortably in 80 GB - the memory premium buys nothing an H100 lacks otherwise.
How much does the H200 SXM cost compared to its alternatives?
Each alternative's current cheapest published rate is listed in the table above; figures recompute hourly from provider-published prices.