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
    $0.00769% cheaper than this platform’s Aug 22 result
    vLLM · FP4
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    MI355X
    $0.01855% cheaper than this platform’s Aug 24 result
    SGLang · FP4
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    B300
    $0.01142% cheaper than this platform’s Aug 21 result
    SGLang · FP4
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    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
    $0.10514% cheaper than this platform’s Aug 19 result
    Dynamo vLLM · FP4
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    MI355X
    $0.06375% cheaper than this platform’s Aug 12 result
    vLLM · FP4
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    B300
    $0.103
    vLLM · FP4
    GB200 NVL72
    $0.114About the same cost as this platform’s Aug 21 result
    Dynamo vLLM · FP4
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    GB300 NVL72
    $0.03852% cheaper than this platform’s Aug 18 result
    Dynamo vLLM · FP4
    Compare curves

  • GLM5.2/GLM5.3 744B

    Long Context Multi-Turn Realistic Agentic Scenario (AgentX)

    B200
    —
    no exact @50 result
    MI355X
    $0.02441% cheaper than this platform’s Aug 11 result
    SGLang · FP4
    Compare curves
    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
    $0.018
    SGLang · FP8
    MI355X
    $0.00683% cheaper than this platform’s Aug 20 result
    SGLang · FP4
    Compare curves
    B300
    $0.014
    SGLang · FP8
    GB200 NVL72
    $0.006
    Dynamo SGLang · FP4
    GB300 NVL72
    —
    no exact @50 result

  • Qwen3.5 397B

    8K/1K

    B200
    $0.04928% more expensive than this platform’s Aug 13 result
    SGLang · FP8
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    MI355X
    $0.05124% cheaper than this platform’s Aug 6 result
    SGLang · FP4
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    B300
    $0.0368% cheaper than this platform’s Aug 10 result
    SGLang · FP4
    Compare curves
    GB200 NVL72
    —
    no exact @50 result
    GB300 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.