InferenceX
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Agentic Inference Costs

Hyperscaler cost ↓ Lower is better Source: InferenceX & SemiAnalysis Market July 2026 Pricing Surveys & AI Cloud TCO Model

  • DeepSeek V4 Pro 0813 1.6T

    Long Context Multi-Turn Realistic Agentic Scenario (AgentX)

    B200
    $0.02453% cheaper than this platform’s Aug 8 result
    vLLM · FP4
    Compare curves
    MI355X
    $0.04956% cheaper than this platform’s Aug 8 result
    vLLM · FP4
    Compare curves
    B300
    $0.01945% cheaper than this platform’s Aug 7 result
    vLLM · FP4
    Compare curves
    GB200 NVL72
    —
    no exact @50 result
    GB300 NVL72
    $0.011
    Dynamo vLLM · FP4

  • Kimi K3 2.8T

    Long Context Multi-Turn Realistic Agentic Scenario (AgentX)

    B200
    $0.10592% cheaper than this platform’s Jul 29 result
    Dynamo vLLM · FP4
    Compare curves
    MI355X
    $0.094
    vLLM · FP4
    B300
    $0.103
    vLLM · FP4
    GB200 NVL72
    $0.11379% cheaper than this platform’s Aug 7 result
    Dynamo vLLM · FP4
    Compare curves
    GB300 NVL72
    $0.075
    Dynamo vLLM · FP4

  • MiniMax M3 428B

    Long Context Multi-Turn Realistic Agentic Scenario (AgentX)

    B200
    —
    no exact @50 result
    MI355X
    $0.014
    vLLM · FP4
    B300
    —
    no exact @50 result
    GB200 NVL72
    $0.016
    Dynamo vLLM · FP4
    GB300 NVL72
    —
    no exact @50 result

  • GLM5.2/GLM5.3 744B

    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

  • Qwen3.5 397B

    Long Context Multi-Turn Realistic Agentic Scenario (AgentX)

    B200
    —
    no exact @50 result
    MI355X
    $0.008
    SGLang · FP4
    B300
    $0.014
    SGLang · FP8
    GB200 NVL72
    —
    no exact @50 result
    GB300 NVL72
    $0.007
    Dynamo SGLang · FP4

  • Qwen3.8 Flash Next 176B

    Long Context Multi-Turn Realistic Agentic Scenario (AgentX)

    B200
    —
    no data for this scenario
    MI355X
    —
    no data for this scenario
    B300
    —
    no exact @50 result
    GB200 NVL72
    —
    no data for this scenario
    GB300 NVL72
    —
    no data for this scenario

  • DeepSeek V4 Pro 0813 1.6T

    8K/1K

    B200
    $0.300About the same cost as this platform’s Jul 12 result
    vLLM · FP4
    Compare curves
    MI355X
    $0.355
    SGLang · FP4
    B300
    $0.245
    SGLang · FP4
    GB200 NVL72
    $0.514
    Dynamo vLLM · FP4
    GB300 NVL72
    $0.213
    Dynamo SGLang · FP4STP

  • Qwen3.5 397B

    8K/1K

    B200
    $0.074
    SGLang · FP8
    MI355X
    $0.05617% cheaper than this platform’s Aug 6 result
    SGLang · FP4
    Compare curves
    B300
    $0.040
    SGLang · FP4
    GB200 NVL72
    $0.142
    Dynamo SGLang · FP8STP
    GB300 NVL72
    $0.133
    Dynamo SGLang · FP8STP

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.