LLM ReferenceLLM Reference

Ministral 8B

ministral-8b

Researched 29d ago

Last refreshed 2026-05-11. Next refresh: weekly.

ProprietaryClassificationJSON / Tool use

Ministral 8B is worth evaluating for classification and json / tool use when its provider route and context window match the workload.

Decision context: JSON / Tool use task fit, 2 tracked provider routes, and research from 2026-04-19.

Use it for

  • Teams evaluating classification and json / tool use
  • Workloads that can use a 32k context window
  • Buyers comparing 2 tracked provider routes

Do not use it for

  • Vision or document-understanding workloads

Cheapest output

$0.100

AWS Bedrock per 1M tokens

Provider routes

2

Tracked API hosts

Quality / dollar

Grade A

Ranked by benchmark score divided by cheapest output price

Freshness

2026-04-19

Researched 29d ago

fresh

Top use-case fit

Classification

Included by capability and metadata signals in the decision map.

JSON / Tool use

Q/$ A

1 relevant benchmark in the decision map.

Provider price ladder

ProviderInput / 1MOutput / 1MBatch in / outRoute
AWS Bedrock$0.100$0.100-
Serverless
Mistral AI Studio$0.150$0.150$0.050 / $0.050
Serverless

Benchmark peer barsfor JSON / Tool use

Migration checks

No linked migration route is available for this model yet.

About

Compact efficient model optimized for cost-sensitive deployments

Ministral 8B has a 32K-token context window.

Ministral 8B input tokens at $0.1/1M, output at $0.1/1M.

Capabilities

Structured Outputs

Benchmark Scores(1)

Scores are benchmark-specific and are direction-aware: the same numeric gap can mean very different outcomes across suites. Use the leaderboard context and this model's provider route to decide whether the winning margin is meaningful for your workload.
BenchmarkScoreVersionSource
BFCL11.1https://gorilla.cs.berkeley.edu/leaderboard.html

Rankings

Specifications

FamilyMinistral
Released2025-06-01
Parameters8
Context32k

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Founded 2023
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