Muse Spark Open 816B
DeepSeek V4 Pro 0813 1.6T
Kimi K3 2.8T
MiniMax M3 428B
GLM5.2/GLM5.3 744B
Qwen3.5 397BMuse Spark Open 816B
Long Context Multi-Turn Realistic Agentic Scenario (AgentX)
B200
—
no exact @50 result
MI355X
—
no exact @50 result
B300
—
no exact @50 result
GB200 NVL72
—
no exact @50 result
GB300 NVL72
—
no exact @50 result
Agentic Inference Costs
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 |
|---|---|---|---|---|---|
Muse Spark Open 816BLong Context Multi-Turn Realistic Agentic Scenario (AgentX) | — no exact @50 result | — no exact @50 result | — no exact @50 result | — no exact @50 result | — no exact @50 result |
DeepSeek V4 Pro 0813 1.6TLong Context Multi-Turn Realistic Agentic Scenario (AgentX) | vLLM · FP4 | $0.01148% more expensive than B200 SGLang · FP4 | $0.00920% more expensive than B200 vLLM · FP4 | — no exact @50 result | — no exact @50 result |
DeepSeek V4.1 Flash 552BLong Context Multi-Turn Realistic Agentic Scenario (AgentX) | — no exact @50 result | — no exact @50 result | — no exact @50 result | — no exact @50 result | $0.002No B200 baseline to compare against vLLM · FP4 |
Kimi K3 2.8TLong Context Multi-Turn Realistic Agentic Scenario (AgentX) | Dynamo vLLM · FP4 | $0.04539% cheaper than B200 vLLM · FP4 | $0.10340% more expensive than B200 vLLM · FP4 | $0.06118% cheaper than B200 Dynamo vLLM · FP4 | — no exact @50 result |
MiniMax M3 428BLong Context Multi-Turn Realistic Agentic Scenario (AgentX) | — no exact @50 result | — no exact @50 result | — no exact @50 result | — no exact @50 result | — no exact @50 result |
MiniMax M3.1 Flash 428BLong Context Multi-Turn Realistic Agentic Scenario (AgentX) | — no exact @50 result | $0.007No B200 baseline to compare against vLLM · FP4 | — no data for this scenario | — no exact @50 result | — no exact @50 result |
GLM5.2/GLM5.3 744BLong Context Multi-Turn Realistic Agentic Scenario (AgentX) | SGLang · FP8 | $0.02336% cheaper than B200 SGLang · FP4 | $0.01849% cheaper than B200 Dynamo SGLang · FP4 | — no exact @50 result | — no exact @50 result |
Qwen3.5 397BLong Context Multi-Turn Realistic Agentic Scenario (AgentX) | SGLang · FP8 | $0.00858% cheaper than B200 SGLang · FP8 | $0.00668% cheaper than B200 Dynamo SGLang · FP4 | $0.00669% cheaper than B200 Dynamo SGLang · FP4 | — no exact @50 result |
Qwen3.8 Flash Next 176BLong Context Multi-Turn Realistic Agentic Scenario (AgentX) | — no exact @50 result | — no data for this scenario | — no exact @50 result | — no data for this scenario | $0.005No B200 baseline to compare against SGLang · FP4 |
Qwen3.5 397B8K/1K | SGLang · FP8 | $0.051About the same cost as B200 SGLang · FP4 | $0.03529% cheaper than B200 SGLang · FP4 | — no exact @50 result | — no exact @50 result |
- View details
DeepSeek V4 Pro 0813 1.6T
Long Context Multi-Turn Realistic Agentic Scenario (AgentX)
View detailsB200vLLM · FP4MI355X$0.01148% more expensive than B200SGLang · FP4B300$0.00920% more expensive than B200vLLM · FP4GB200 NVL72—no exact @50 resultGB300 NVL72—no exact @50 resultDeepSeek V4.1 Flash 552B
Long Context Multi-Turn Realistic Agentic Scenario (AgentX)
View detailsB200—no exact @50 resultMI355X—no exact @50 resultB300—no exact @50 resultGB200 NVL72—no exact @50 resultGB300 NVL72$0.002No B200 baseline to compare againstvLLM · FP4Kimi K3 2.8T
Long Context Multi-Turn Realistic Agentic Scenario (AgentX)
View detailsB200Dynamo vLLM · FP4MI355X$0.04539% cheaper than B200vLLM · FP4B300$0.10340% more expensive than B200vLLM · FP4GB200 NVL72$0.06118% cheaper than B200Dynamo vLLM · FP4GB300 NVL72—no exact @50 resultMiniMax M3 428B
Long Context Multi-Turn Realistic Agentic Scenario (AgentX)
View detailsB200—no exact @50 resultMI355X—no exact @50 resultB300—no exact @50 resultGB200 NVL72—no exact @50 resultGB300 NVL72—no exact @50 resultMiniMax M3.1 Flash 428B
Long Context Multi-Turn Realistic Agentic Scenario (AgentX)
View detailsB200—no exact @50 resultMI355X$0.007No B200 baseline to compare againstvLLM · FP4B300—no data for this scenarioGB200 NVL72—no exact @50 resultGB300 NVL72—no exact @50 resultGLM5.2/GLM5.3 744B
Long Context Multi-Turn Realistic Agentic Scenario (AgentX)
View detailsB200SGLang · FP8MI355X$0.02336% cheaper than B200SGLang · FP4B300$0.01849% cheaper than B200Dynamo SGLang · FP4GB200 NVL72—no exact @50 resultGB300 NVL72—no exact @50 resultQwen3.5 397B
Long Context Multi-Turn Realistic Agentic Scenario (AgentX)
View detailsB200SGLang · FP8MI355X$0.00858% cheaper than B200SGLang · FP8B300$0.00668% cheaper than B200Dynamo SGLang · FP4GB200 NVL72$0.00669% cheaper than B200Dynamo SGLang · FP4GB300 NVL72—no exact @50 resultQwen3.8 Flash Next 176B
Long Context Multi-Turn Realistic Agentic Scenario (AgentX)
View detailsB200—no exact @50 resultMI355X—no data for this scenarioB300—no exact @50 resultGB200 NVL72—no data for this scenarioGB300 NVL72$0.005No B200 baseline to compare againstSGLang · FP4Qwen3.5 397B
8K/1K
View detailsB200SGLang · FP8MI355X$0.051About the same cost as B200SGLang · FP4B300$0.03529% cheaper than B200SGLang · FP4GB200 NVL72—no exact @50 resultGB300 NVL72—no exact @50 result
— = no result. ∞ = B200 baseline unavailable.
If a chip does not have FP4 spec decoding available, the next best available configuration is used.