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 | 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) | — 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 | |
Kimi K3 2.8TLong Context Multi-Turn Realistic Agentic Scenario (AgentX) | 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 | 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 | Dynamo SGLang · FP4 | — no exact @50 result | — no exact @50 result | |
Qwen3.5 397BLong Context Multi-Turn Realistic Agentic Scenario (AgentX) | 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 | SGLang · FP4 |
Qwen3.5 397B8K/1K | SGLang · FP8 | — no exact @50 result | — no exact @50 result |
DeepSeek V4 Pro 0813 1.6T
Long Context Multi-Turn Realistic Agentic Scenario (AgentX)
B200MI355XB300GB200 NVL72—no exact @50 resultGB300 NVL72—no exact @50 resultDeepSeek V4.1 Flash 552B
Long Context Multi-Turn Realistic Agentic Scenario (AgentX)
B200—no exact @50 resultMI355X—no exact @50 resultB300—no exact @50 resultGB200 NVL72—no exact @50 resultGB300 NVL72Kimi K3 2.8T
Long Context Multi-Turn Realistic Agentic Scenario (AgentX)
B200MI355XB300vLLM · FP4GB200 NVL72GB300 NVL72—no exact @50 resultMiniMax M3 428B
Long Context Multi-Turn Realistic Agentic Scenario (AgentX)
B200—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)
B200—no exact @50 resultMI355XvLLM · 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)
B200SGLang · FP8MI355XB300Dynamo SGLang · FP4GB200 NVL72—no exact @50 resultGB300 NVL72—no exact @50 resultQwen3.5 397B
Long Context Multi-Turn Realistic Agentic Scenario (AgentX)
B200MI355XB300Dynamo SGLang · FP4GB200 NVL72GB300 NVL72—no exact @50 resultQwen3.8 Flash Next 176B
Long Context Multi-Turn Realistic Agentic Scenario (AgentX)
B200—no exact @50 resultMI355X—no data for this scenarioB300—no exact @50 resultGB200 NVL72—no data for this scenarioGB300 NVL72SGLang · FP4Qwen3.5 397B
8K/1K
B200SGLang · FP8MI355XB300GB200 NVL72—no exact @50 resultGB300 NVL72—no exact @50 result
Current cost and change versus the latest validated platform result 30–60 days earlier.
Platforms without a valid 30-day comparison show current cost only.
If a chip does not have FP4 spec decoding available, the next best available configuration is used.