LLM Reference

Llama Guard 2 8B vs Mistral Medium 3 Instruct

Llama Guard 2 8B (2024) and Mistral Medium 3 Instruct (2025) are compact production models from AI at Meta and MistralAI. Llama Guard 2 8B ships a 8k-token context window, while Mistral Medium 3 Instruct ships a 128k-token context window. On pricing, Llama Guard 2 8B costs $0.05/1M input tokens versus $0.40/1M for the alternative. This comparison covers specs, pricing, API access, capabilities, benchmarks, input and output token costs, and production fit for coding and agent workloads.

Llama Guard 2 8B is ~700% cheaper at $0.05/1M; pay for Mistral Medium 3 Instruct only for long-context analysis.

Decision scorecard

Local evidence first
SignalLlama Guard 2 8BMistral Medium 3 Instruct
Best forprovider-routed productionmultimodal apps and provider-routed production
Decision fitClassificationLong context and Vision
Context window8k128k
Cheapest output$0.25/1M tokens$2/1M tokens
Provider routes3 tracked2 tracked
Shared benchmarks0 shared0 shared

Decision tradeoffs

Choose Llama Guard 2 8B when...
  • Llama Guard 2 8B has the lower cheapest tracked output price at $0.25/1M tokens.
  • Llama Guard 2 8B has broader tracked provider coverage for fallback and route flexibility.
  • Local decision data tags Llama Guard 2 8B for Classification.
Choose Mistral Medium 3 Instruct when...
  • Mistral Medium 3 Instruct has the larger context window for long prompts, retrieval packs, or transcript analysis.
  • Mistral Medium 3 Instruct uniquely exposes Vision and Multimodal in local model data.
  • Local decision data tags Mistral Medium 3 Instruct for Long context and Vision.

Monthly cost at traffic

Estimate token spend from the cheapest tracked input and output route or tier on this page.

Lower estimate Llama Guard 2 8B

Llama Guard 2 8B

$103

Cheapest tracked route/tier: Replicate API

Mistral Medium 3 Instruct

$820

Cheapest tracked route/tier: Mistral AI Studio

Estimated monthly gap: $718. Batch, cache, alternate speed tiers, and negotiated pricing are excluded from this local estimate.

Switch friction

Llama Guard 2 8B -> Mistral Medium 3 Instruct
  • No overlapping tracked provider route is sourced for Llama Guard 2 8B and Mistral Medium 3 Instruct; plan for SDK, billing, or endpoint changes.
  • Mistral Medium 3 Instruct is $1.75/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.
  • Mistral Medium 3 Instruct adds Vision and Multimodal in local capability data.
Mistral Medium 3 Instruct -> Llama Guard 2 8B
  • No overlapping tracked provider route is sourced for Mistral Medium 3 Instruct and Llama Guard 2 8B; plan for SDK, billing, or endpoint changes.
  • Llama Guard 2 8B is $1.75/1M tokens lower on cheapest tracked output pricing before cache, batch, or negotiated discounts.
  • Check replacement coverage for Vision and Multimodal before moving production traffic.

Specs

Specification
Released2024-04-182025-10-01
Context window8k128k
Parameters8B—
ArchitectureDecoder OnlyDecoder Only
LicenseLlama 2 CommunityProprietary
OpennessOpen weightsProprietary
WeightsAvailableNot released
CodeUnknownUnknown
Commercial useCommercial use: conditionalCommercial use: conditional
Knowledge cutoff2023-032025-03

Pricing and availability

Pricing attributeLlama Guard 2 8BMistral Medium 3 Instruct
Input price$0.05/1M tokens$0.40/1M tokens
Output price$0.25/1M tokens$2/1M tokens
Providers

Capabilities

CapabilityLlama Guard 2 8BMistral Medium 3 Instruct
VisionNoYes
MultimodalNoYes
ReasoningNoNo
JSON / Tool useNoNo
Structured outputsNoNo
Code executionNoNo
IDE integrationNoNo
Computer useNoNo
Parallel agentsNoNo

Benchmarks

No shared benchmark scores are currently available for this pair.

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Last reviewed: 2026-09-18. Data sourced from public model cards and provider documentation.