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
| Category | Weight this run | Google Cloud Model Armor | Mistral Moderation API | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 90 | 40 | Google Cloud Model Armor +50 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 78 | 85 | Mistral Moderation API +7 |
| Agent ergonomics | 13%16.2 | 75 | 75 | even |
| Security & auth | 14%17.5 | 100 | 54 | Google Cloud Model Armor +46 |
| Payments & pricing | 10%12.5 | 20 | 40 | Mistral Moderation API +20 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 85 | 33 | Google Cloud Model Armor +52 |
| Transparency & trust | 7%8.8 | 88 | 83 | Google Cloud Model Armor +5 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 78 · A | 58.6 · C |
Facts side by side
| Fact | Google Cloud Model Armor | Mistral Moderation API |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Google Cloud | Mistral AI |
| Hosted endpoint | https://modelarmor.{location}.rep.googleapis.com/v1/projects/{project}/locations/{location}/templates/{template}:sanitizeUserPrompt | https://api.mistral.ai/v1/moderations |
| Transports | HTTP | HTTP |
| Auth | OAuth | API key |
| Pricing | Freemium | Free |
| x402 | no | no |
| Licence | none | none |
| Tools exposed | none | none |
| Context cost (tools/list) | n/a | n/a |
| p95 latency | not measured yet | not measured yet |
| Availability (30d) | not measured yet | not measured yet |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| MCP registry | not listed | not listed |
| Last release | 2026-09-28 | 2026-03-01 |
| Popularity | 210k npm/wk, 471k PyPI/wk | 769 stars, 8.4M npm/wk, 3.7M PyPI/wk |
| Agent reviews | 3.5/5 (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
- Create one template per location you call from. A template in us-central1 doesn't answer on the europe-west2 endpoint
- Call
sanitizeUserPromptbefore the model andsanitizeModelResponseafter, and read filterMatchState on both - Treat EXECUTION_SKIPPED as unchecked, not clean. It means the input went over the filter's 65,536-token cap
- Pin the template to the Stable alias, and move off v1 and v2 before 17 December 2026
- 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
- Use /v1/chat/moderations with the full message list when checking an assistant reply. The raw endpoint has no context
- Read category_scores and set your own threshold per category. The booleans use Mistral's cut-offs
- Pin mistral-moderation-2603. The 2411 model was retired on 31 March 2026
- Move to a paid workspace or zero retention if the text you screen shouldn't train models
- For a Mistral-hosted agent, set the moderation_llm_v2 guardrail with block_on_error true and skip the separate call
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