How NVIDIA B200’s scores are calculated

Point an agent at llms.txt or agent-oriented docsweight 2

2 (weight) × 8 (quality) × 1.0 (full) = 16.0 of 20 max

• [probe] https://docs.nvidia.com/llms.txt“PROBE llms.txt: HTTP 200 at https://docs.nvidia.com/llms.txt # NVIDIA Technical Product Documentation > Collection of NVIDIA Technical Documentation llms.txt files for AI user agen”
• [probe] https://docs.nvidia.com/dgx/dgxb200-user-guide/introduction-to-dgxb200.html.md“PROBE docs-md: HTTP 200 at https://docs.nvidia.com/dgx/dgxb200-user-guide/introduction-to-dgxb200.html.md Title: Introduction to NVIDIA DGX B200 Systems# URL Source: https://docs.nvidia.com/dgx/dgxb200-user-guide/introduction”

Run the product headlessly / in CI for automationweight 2

2 (weight) × 6 (quality) × 0.6 (partial) = 7.2 of 20 max

• [claimed-docs] https://docs.nvidia.com/dgx/dgxb200-user-guide/introduction-to-dgxb200.html“Provides active health monitoring and system alerts for NVIDIA DGX nodes in a data center. It also provides simple commands for checking the health of the DGX B200 system from the command line.”
• [claimed-docs] https://docs.nvidia.com/dgx/dgxb200-user-guide/introduction-to-dgxb200.html“This software enables node-wide administration of GPUs and can be used for cluster and data-center level management.”
• [claimed-docs] https://docs.nvidia.com/dgx/dgxb200-user-guide/introduction-to-dgxb200.html“The maximum power per GPU is reported by the `nvidia-smi` tool.”
• [claimed-docs] https://docs.nvidia.com/dgx/dgxb200-user-guide/introduction-to-dgxb200.html“Docker Engine NVIDIA Container Toolkit”
• [claimed-docs] https://docs.nvidia.com/dgx/dgxb200-user-guide/introduction-to-dgxb200.html“Supports Redfish, IPMI, SNMP, KVM, and Web user interface”

Plug MCP servers into this product so it can use their toolsweight 3

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Connect an agent via an official MCP serverweight 3

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Use an official CLIweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Drive the product through a documented public APIweight 3

3 (weight) × 4 (quality) × 0.6 (partial) = 7.2 of 30 max

• [claimed-docs] https://docs.nvidia.com/dgx/dgxb200-user-guide/introduction-to-dgxb200.html“Supports Redfish, IPMI, SNMP, KVM, and Web user interface”
• [claimed-docs] https://docs.nvidia.com/dgx/dgxb200-user-guide/introduction-to-dgxb200.html“The maximum power per GPU is reported by the `nvidia-smi` tool.”
• [probe] https://docs.nvidia.com/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.nvidia.com/openapi.json, https://docs.nvidia.com/swagger.json, https://docs.nvidia.com/api/openapi.json, https://docs.nvidia.com/.well-known/openapi.json)”

Issue scoped/least-privilege API credentials for an agentweight 2

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Build against official SDKsweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

• [claimed-docs] https://docs.nvidia.com/dgx/dgxb200-user-guide/introduction-to-dgxb200.html“Docker Engine NVIDIA Container Toolkit”
• [claimed-docs] https://docs.nvidia.com/dgx/dgxb200-user-guide/introduction-to-dgxb200.html“This software enables node-wide administration of GPUs and can be used for cluster and data-center level management.”

Subscribe to events via webhooksweight 2

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Explore an interactive API reference with runnable examplesweight 2

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Download a machine-readable API spec (OpenAPI or equivalent)weight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

• [claimed-docs] https://docs.nvidia.com/dgx/dgxb200-user-guide/introduction-to-dgxb200.html“Supports Redfish, IPMI, SNMP, KVM, and Web user interface”
• [probe] https://docs.nvidia.com/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.nvidia.com/openapi.json, https://docs.nvidia.com/swagger.json, https://docs.nvidia.com/api/openapi.json, https://docs.nvidia.com/.well-known/openapi.json)”

Test against a sandbox environment without touching production dataweight 1

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Rely on versioned APIs with a documented deprecation policyweight 2

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Do everything through the API that I can do in the UIweight 2

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Export all of my data in open formats and leaveweight 3

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Read the product's source under an open licenseweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Self-host the core productweight 3

3 (weight) × 8 (quality) × 1.0 (full) = 24.0 of 30 max

• [claimed-docs] https://docs.nvidia.com/dgx/dgxb200-user-guide/introduction-to-dgxb200.html“Provides active health monitoring and system alerts for NVIDIA DGX nodes in a data center. It also provides simple commands for checking the health of the DGX B200 system from the command line.”
• [claimed-docs] https://docs.nvidia.com/dgx/dgxb200-user-guide/introduction-to-dgxb200.html“This software enables node-wide administration of GPUs and can be used for cluster and data-center level management.”
• [claimed-docs] https://docs.nvidia.com/dgx/dgxb200-user-guide/introduction-to-dgxb200.html“The system includes six power supply units (PSU) configured for 5+1 redundancy.”
• [claimed-docs] https://docs.nvidia.com/dgx/dgxb200-user-guide/introduction-to-dgxb200.html“Docker Engine NVIDIA Container Toolkit”
• [claimed-docs] https://docs.nvidia.com/dgx/dgxb200-user-guide/introduction-to-dgxb200.html“Supports Redfish, IPMI, SNMP, KVM, and Web user interface”
• [claimed-docs] https://docs.nvidia.com/dgx/dgxb200-user-guide/introduction-to-dgxb200.html“Contact NVIDIA Enterprise Support for assistance in reporting, troubleshooting, or diagnosing problems with your DGX B200 system. You can also contact NVIDIA Enterprise Support for help in moving the DGX B200 system.”

Get AI-generated insights and suggestions from my data inside the productweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Set up automations that run autonomously in the backgroundweight 2

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Delegate tasks to a built-in AI assistant inside the productweight 3

3 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 30 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Operate the product with natural-language commandsweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Perform bulk operations across many items at onceweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Define rules that trigger actions automatically on eventsweight 3

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Schedule recurring jobs or workflowsweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Version, review, and roll back my automationsweight 1

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh