Hyperscaler cost ↓ Lower is better Source: InferenceX & SemiAnalysis Market July 2026 Pricing Surveys & AI Cloud TCO Model
| Model · Scenario | B200 · Reference | MI355X | B300 | GB200 NVL72 | GB300 NVL72 |
|---|---|---|---|---|---|
DeepSeek V4 Pro 0813 1.6TLong Context Multi-Turn Realistic Agentic Scenario (AgentX) | vLLM · FP4 | $0.03548% more expensive than B200 ATOM¹ · FP4 | $0.01922% cheaper than B200 vLLM · FP4 | — no exact @50 result | $0.01152% cheaper than B200 Dynamo vLLM · FP4 |
Kimi K3 2.8TLong Context Multi-Turn Realistic Agentic Scenario (AgentX) | Dynamo vLLM · FP4 | $0.09410% cheaper than B200 vLLM · FP4 | $0.103About the same cost as B200 vLLM · FP4 | $0.1137% more expensive than B200 Dynamo vLLM · FP4 | $0.07529% cheaper than B200 Dynamo vLLM · FP4 |
MiniMax M3 428BLong Context Multi-Turn Realistic Agentic Scenario (AgentX) | — no exact @50 result | $0.014No B200 baseline to compare against vLLM · FP4 | — no exact @50 result | $0.016No B200 baseline to compare against Dynamo vLLM · FP4 | — no exact @50 result |
Qwen3.5 397BLong Context Multi-Turn Realistic Agentic Scenario (AgentX) | — no exact @50 result | $0.008No B200 baseline to compare against SGLang · FP4 | $0.014No B200 baseline to compare against SGLang · FP8 | — no exact @50 result | $0.007No B200 baseline to compare against Dynamo SGLang · FP4 |
DeepSeek V4 Pro 0813 1.6T8K/1K | TRTLLM · FP4 | $0.15943% more expensive than B200 ATOM¹ · FP4 | $0.13420% more expensive than B200 TRTLLM · FP4 | $0.514360% more expensive than B200 Dynamo vLLM · FP4 | $0.21391% more expensive than B200 Dynamo SGLang · FP4 · STP |
Qwen3.5 397B8K/1K | TRTLLM · FP4 | $0.05656% more expensive than B200 SGLang · FP4 | $0.04011% more expensive than B200 SGLang · FP4 | $0.142295% more expensive than B200 Dynamo SGLang · FP8 · STP | $0.04011% more expensive than B200 Dynamo TRTLLM · FP4 · STP |
Long Context Multi-Turn Realistic Agentic Scenario (AgentX)
Long Context Multi-Turn Realistic Agentic Scenario (AgentX)
Long Context Multi-Turn Realistic Agentic Scenario (AgentX)
Long Context Multi-Turn Realistic Agentic Scenario (AgentX)
8K/1K
8K/1K
— = no result. ∞ = B200 baseline unavailable.
If a chip does not have FP4 spec decoding available, the next best available configuration is used.
DeepSeek V4 Pro 0813 1.6T
Kimi K3 2.8T
MiniMax M3 428B
Qwen3.5 397B