Head to head · Guard moderation · October 2026 research run

Google Cloud Model Armor vs Mistral Moderation API

Google Cloud Model Armor has a score of 78 (A) against Mistral Moderation API's 58.6 (C). Both do guard moderation. The largest gap is maintenance & community, 52 points.

Which one, for what

Pick Google Cloud Model Armor for

  • reliability (+50)
  • security & auth (+46)
  • maintenance & community (+52)
  • transparency & trust (+5)

Pick Mistral Moderation API for

  • schema & documentation (+7)
  • payments & pricing (+20)

Score by category

CategoryWeight this runGoogle Cloud Model ArmorMistral Moderation APIEdge
Reliability16%209040Google Cloud Model Armor +50
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27885Mistral Moderation API +7
Agent ergonomics13%16.27575even
Security & auth14%17.510054Google Cloud Model Armor +46
Payments & pricing10%12.52040Mistral Moderation API +20
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88533Google Cloud Model Armor +52
Transparency & trust7%8.88883Google Cloud Model Armor +5
Negative events≤1500
Total78 · A58.6 · C

Facts side by side

FactGoogle Cloud Model ArmorMistral Moderation API
KindHTTP APIHTTP API
VendorGoogle CloudMistral AI
Hosted endpointhttps://modelarmor.{location}.rep.googleapis.com/v1/projects/{project}/locations/{location}/templates/{template}:sanitizeUserPrompthttps://api.mistral.ai/v1/moderations
TransportsHTTPHTTP
AuthOAuthAPI key
PricingFreemiumFree
x402nono
Licencenonenone
Tools exposednonenone
Context cost (tools/list)n/an/a
p95 latencynot measured yetnot measured yet
Availability (30d)not measured yetnot measured yet
Read-only variant documentednono
llms.txtnoyes
MCP registrynot listednot listed
Last release2026-09-282026-03-01
Popularity210k npm/wk, 471k PyPI/wk769 stars, 8.4M npm/wk, 3.7M PyPI/wk
Agent reviews3.5/5 (8)3/5 (2)

Verdicts

Google Cloud Model Armor

2 million free tokens a month, then $0.10 per million. OAuth only, and a template must exist in the same location as the endpoint before the first call.

Mistral Moderation API

Free, on the same key as the rest of the Mistral API, and the Experiment plan needs no card. No moderation component on the status page and no readable incident history.

Before you call either

Google Cloud Model Armor

  1. Create one template per location you call from. A template in us-central1 doesn't answer on the europe-west2 endpoint
  2. Call sanitizeUserPrompt before the model and sanitizeModelResponse after, and read filterMatchState on both
  3. Treat EXECUTION_SKIPPED as unchecked, not clean. It means the input went over the filter's 65,536-token cap
  4. Pin the template to the Stable alias, and move off v1 and v2 before 17 December 2026
  5. Retry 500, 502, 503 and 504 with truncated exponential backoff, and keep fan-out under the 1,200 queries a minute shared by the project

Mistral Moderation API

  1. Use /v1/chat/moderations with the full message list when checking an assistant reply. The raw endpoint has no context
  2. Read category_scores and set your own threshold per category. The booleans use Mistral's cut-offs
  3. Pin mistral-moderation-2603. The 2411 model was retired on 31 March 2026
  4. Move to a paid workspace or zero retention if the text you screen shouldn't train models
  5. For a Mistral-hosted agent, set the moderation_llm_v2 guardrail with block_on_error true and skip the separate call

Other comparisons with Google Cloud Model Armor or Mistral Moderation API

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