BenchLeader

Ministral 3 8B

Ministral 3 8B is a Mistral AI open-weights model, released 2 Dec 2025. Its best configuration ranks #714 of 785 on the BenchLeader Index at 38.4 ±2.7, in the lower half. The ± is the point: 196 other configurations score within that range, so they and this one cannot be told apart on quality alone — price and speed are what separate them. It scores highest in reasoning (41) and lowest in multimodal (28). At $0.150 per million tokens blended it is among the cheapest fifth of ranked models. Output speed of 112 tokens per second puts it faster than most, with a first answer in 0.9 s. Last measured 2 Dec 2025.stale: no new result in six months

Blended price
$0.150/M
$0.150 in · $0.150 out
Output speed
112 tok/s
measured by Artificial Analysis
First answer
0.88 s
first token 0.33 s
Context
262k
Full answer
5.36 s
median, reasoning included
Cost per run
$0.011
one full Intelligence Index run
Released
2 Dec 2025
How it scores by categoryDashed line = average model (50). One step of 15 = one standard deviation.
  1. Overall index38
  2. Reasoning41
  3. Agents & tools33
  4. Knowledge30
  5. Instruction following33
  6. Multimodal28
  7. Long context37
  8. Composite36

Versions

Mistral AI has shipped 2 models under this name. Each is ranked on its own results; a newer version often has fewer results so far, which holds its index nearer the average until more arrive.

ModelReleasedIndexRank
Ministral 3 8Bthis page2 Dec 202538.4#714
Ministral 8B16 Oct 202437.9#724

How its index has moved

9 Sept 2026 to 21 Oct 2026
363942

The index is recomputed from scratch every day, so a line moves when a new benchmark result lands, when a publisher revises a score, or when the models it is normalised against change. Early movement usually means the score is still settling.

Benchmark results

See all LLM benchmarks. One column per reasoning effort. Rank is among every configuration of every model on that benchmark. Hover a score for the run it came from.

Reasoning

Benchmarknot statedSource
GPQA Diamond (AA)not in index47.1%#443Artificial Analysis
Humanity's Last Exam (AA)not in index4.3%#515Artificial Analysis
CritPt0.0%#315Artificial Analysis

Coding

Benchmarknot statedSource
SciCode (AA)not in index20.7%#227Artificial Analysis
Terminal-Bench 4.0 (AA)not in index0.0%#152Artificial Analysis
Terminal-Bench 2.1 (AA)not in index4.1%#212Artificial Analysis

Instruction following

Benchmarknot statedSource
IFBench29.1%#368Artificial Analysis

Multimodal

Benchmarknot statedSource
MMMU-Pro46.0%#252Artificial Analysis

Long context

Benchmarknot statedSource
AA-LCR25.7%#410Artificial Analysis
MLCRnot in index0.0%#168Artificial Analysis

Composite

Benchmarknot statedSource
AA Intelligence Index v4.3.25.5#579Artificial Analysis

Where to run it

Every provider serving this model through OpenRouter, with throughput and first-token latency measured on live traffic over the last 30 minutes and each provider’s own price. Purple marks the best in each column.

ProviderSpeedFirst tokenInput $/MOutput $/MContextQuantisation
Mistral118 tok/s0.33 s$0.150$0.150262k–
Mistral115 tok/s0.32 s$0.150$0.150262k–

What a task costs

Estimates from list price, output speed and time to first answer for the best configuration. “With caching” assumes three-quarters of the input is served from the prompt cache at $0.015 per 1M. Reasoning tokens are not modelled.

WorkloadTokens in / outCostWith cachingTime
Chat reply400 / 300$0.0001$0.00013.6 s
Summarize a 30-page report12,000 / 600$0.0019$0.00076.3 s
Code edit6,000 / 1,500$0.0011$0.000514.3 s
Agentic coding session60,000 / 4,000$0.0096$0.003536.7 s
Structured extraction2,000 / 200$0.0003$0.00012.7 s

More from Mistral AI

New this month

See also

Questions people ask

What are Ministral 3 8B's benchmark scores?
As of 24 Oct 2026, Ministral 3 8B scores 38.4 ±2.7 on the BenchLeader Index, strongest in reasoning (41) and weakest in multimodal (28). That rests on 8 independent benchmark results, and every score on this page links to its publisher.
How does Ministral 3 8B rank?
Ministral 3 8B is #714 of 785 ranked configurations on 24 Oct 2026. 196 other configurations score within its margin, so the exact position matters less than the band. The leader is Claude Opus 5.5 (max effort) at 72.6.
How much does Ministral 3 8B cost per 1M tokens?
As of 24 Oct 2026, Ministral 3 8B costs $0.150 per 1M input tokens and $0.150 per 1M output tokens, $0.150 blended (three input tokens per output token).
When was Ministral 3 8B released?
Mistral AI released Ministral 3 8B on 2 Dec 2025.

Data as of 24 Oct 2026. Compare with another model.

Cite as: BenchLeader, “Ministral 3 8B: benchmarks, pricing, speed and rank”, data as of 24 Oct 2026, https://www.benchleader.com/models/ministral-3-8b.