Mistral
·Released on May 7, 2025

Mistral Medium 3 API Benchmarks, Pricing & Provider Data

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Mistral Medium 3 benchmark, API pricing, and provider data cover 1 API provider, with prices starting at $75.00/M.

Mistral Medium 3 is a high-performance enterprise-grade language model designed to deliver frontier-level capabilities at significantly reduced operational cost. It balances state-of-the-art reasoning...

Quality
0.0
LMSpeed score
Cost
#72of 180
$75.00/ 1M · 8:1 in:out
$12.00 in · $63.00 out

Category Performance

Observed-capability estimates with uncertainty reported separately from independent benchmark families.

Coverage
6 / 8
Methodology
V3.0
Category PerformanceObserved-capability estimates with uncertainty reported separately from independent benchmark families.Agents38.8Coding45.5Reasoning42.3Knowledge43.7Math52.1Multilingual-Multimodal-Instruction following43.2
#1Math52.1Estimated2/4 Measured dimensions
80% interval: 40.363.9
foundational math51.8
math_500 · math_500
competition math52.4
aime · aime
proof frontierPrior only
applied tool mathPrior only
#2Coding45.5Provisional1/4 Measured dimensions
80% interval: 31.559.4
code generation45.5
livecodebench · livecodebench / scicode · scicode
repository engineeringPrior only
debugging testingPrior only
tooling qualityPrior only
#3Knowledge43.7Provisional1/4 Measured dimensions
80% interval: 27.759.7
broad knowledge43.7
aa_omniscience · aa_omniscience_index
professional knowledgePrior only
factualityPrior only
retrieval open bookPrior only
#4Instruction following43.2Provisional1/4 Measured dimensions
80% interval: 27.259.2
constraint followingPrior only
structured outputPrior only
novel instruction generalization43.2
ifbench · aa_if_bench
long multiturn instructionPrior only
#5Reasoning42.3RatedGlobal rank #593/4 Measured dimensions
80% interval: 33.650.9
abstract logicPrior only
scientific causal42.2
critpt · critpt / gpqa · gpqa / hle · hle
multistep constraints48.4
mmlu_pro · mmlu_pro
evidence verification36.2
lcr · lcr
#6Agents38.8Provisional1/4 Measured dimensions
80% interval: 22.854.8
planningPrior only
tool use38.8
tau · tau2_bench
environment executionPrior only
recovery reliabilityPrior only
No data:MultilingualMultimodal

Specifications

Input and output token limits for this model, plus how it ranks on long-context understanding.

INPUT
131.1Ktokens
157.3 pages of text
8K128K1M4M
131.1K

Features

Technical Details

Input
Output
Released
May 2025
Knowledge cutoff
2025-03-31
Documentation
Tokenizer
Mistral
Architecture
text+image+file->text
Moderated
No
Supported parameters
frequency_penaltymax_tokenspresence_penaltyresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_p

Rankings

Excels at

It's decent at

Falls behind in

Detailed scores

Updated: Aug 24, 2026

Pricing

undefined metric} other undefined metrics}}

Input price$0.400/M#72 / 180Output price$2.00/M#70 / 180
Input price
LMSpeed rank#72
Score$0.400/M
UpdatedAug 24, 2026
Confidence4
Output price
LMSpeed rank#70
Score$2.00/M
UpdatedAug 24, 2026
Confidence4

Agents

V3.0

undefined metric} other undefined metrics}} · Provisional

Score38.880% interval22.8–54.81/4 Measured dimensionsΤ²-bench results24.3#75 / 82
Dimensions and evidence
Planning & decompositionPrior only
Tool use38.8
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
tau · tau2_bench · z -1.60 · q 1.00
Environment & long-horizon executionPrior only
Recovery & completion reliabilityPrior only
Τ²-bench resultsV3 evidence
LMSpeed rank#75
Score24.3
UpdatedAug 14, 2026
Confidence1

Coding

V3.0

undefined metric} other undefined metrics}} · Provisional

Score45.580% interval31.5–59.41/4 Measured dimensionsLiveCodeBench40.0%#75 / 115SciCode33.1%#138 / 204
Dimensions and evidence
Code generation45.5
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
livecodebench · livecodebench · z -0.22 · q 1.00
scicode · scicode · z -0.48 · q 1.00
Repository engineeringPrior only
Debugging & testingPrior only
Tool-assisted development & qualityPrior only
LiveCodeBenchV3 evidence
LMSpeed rank#75
Score40.0%
UpdatedAug 24, 2026
Confidence4
SciCodeV3 evidence
LMSpeed rank#138
Score33.1%
UpdatedAug 24, 2026
Confidence4
AA-SciCodeV3 evidence
LMSpeed rank#92
Score33.1
UpdatedAug 14, 2026
Confidence1

Reasoning

V3.0

undefined metric} other undefined metrics}} · Rated

Score42.3#5980% interval33.6–50.93/4 Measured dimensionsMMLU-Pro76.0%#81 / 129GPQA57.8%#170 / 211
Dimensions and evidence
Abstract logicPrior only
Scientific & causal reasoning42.2
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
critpt · critpt · z -0.72 · q 1.00
gpqa · gpqa · z -0.85 · q 1.00
hle · hle · z -0.87 · q 1.00
Multi-step constraints48.4
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
mmlu_pro · mmlu_pro · z -0.42 · q 1.00
Evidence integration & verification36.2
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
lcr · lcr · z -2.19 · q 1.00
MMLU-ProV3 evidence
LMSpeed rank#81
Score76.0%
UpdatedAug 24, 2026
Confidence4
GPQAV3 evidence
LMSpeed rank#170
Score57.8%
UpdatedAug 24, 2026
Confidence4
HLEV3 evidence
LMSpeed rank#173
Score4.1%
UpdatedAug 24, 2026
Confidence4
AA-LCRV3 evidence
LMSpeed rank#92
Score31.7
UpdatedAug 14, 2026
Confidence1

Knowledge

V3.0

undefined metric} other undefined metrics}} · Provisional

Score43.780% interval27.7–59.71/4 Measured dimensionsArtificial Analysis Intelligence Index12.5#99 / 111AA-GPQA Diamond57.8#99 / 108
Dimensions and evidence
Broad knowledge43.7
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
aa_omniscience · aa_omniscience_index · z -0.93 · q 1.00
Professional knowledgePrior only
FactualityPrior only
Retrieval & open-book usePrior only
Artificial Analysis Intelligence IndexV3 evidence
LMSpeed rank#99
Score12.5
UpdatedAug 14, 2026
Confidence1
AA-GPQA Diamond
LMSpeed rank#99
Score57.8
UpdatedAug 14, 2026
Confidence1
AA-HLE
LMSpeed rank#99
Score4.1
UpdatedAug 14, 2026
Confidence1
AA-Omniscience Accuracy
LMSpeed rank#90
Score18.3
UpdatedAug 14, 2026
Confidence1
AA-Omniscience Hallucination Rate
LMSpeed rank#64
Score60.9
UpdatedAug 14, 2026
Confidence1

Math

V3.0

undefined metric} other undefined metrics}} · Estimated

Score52.180% interval40.3–63.92/4 Measured dimensionsAIME44.0%#30 / 68MATH-50090.7%#32 / 73
Dimensions and evidence
Foundational math51.8
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
math_500 · math_500 · z 0.28 · q 1.00
Competition math52.4
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
aime · aime · z 0.30 · q 1.00
Advanced proofsPrior only
Applied & tool-assisted mathPrior only
AIMEV3 evidence
LMSpeed rank#30
Score44.0%
UpdatedAug 24, 2026
Confidence4
MATH-500V3 evidence
LMSpeed rank#32
Score90.7%
UpdatedAug 24, 2026
Confidence4

Multilingual

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Cross-language understandingPrior only
Multilingual generationPrior only
Reasoning transferPrior only
Low-resource robustnessPrior only

Multimodal

V3.0

undefined metric} other undefined metrics}} · No data

80% interval30.8–69.20/4 Measured dimensionsAA-MMMU-Pro53.0#60 / 65Design Arena Website1101.0#65 / 75
Dimensions and evidence
Perception & OCRPrior only
Document & spatial understandingPrior only
Visual reasoningPrior only
Video & grounded actionPrior only
AA-MMMU-Pro
LMSpeed rank#60
Score53.0
UpdatedAug 14, 2026
Confidence1
Design Arena Website
LMSpeed rank#65
Score1101.0
UpdatedAug 14, 2026
Confidence1

Instruction following

V3.0

undefined metric} other undefined metrics}} · Provisional

Score43.280% interval27.2–59.21/4 Measured dimensionsAA-IFBench39.3#71 / 84
Dimensions and evidence
Constraint followingPrior only
Structured outputPrior only
Novel-instruction generalization43.2
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
ifbench · aa_if_bench · z -1.19 · q 1.00
Multi-turn & long instructionsPrior only
AA-IFBenchV3 evidence
LMSpeed rank#71
Score39.3
UpdatedAug 14, 2026
Confidence1

OpenRouter endpoints

1 endpoints

Third-party OpenRouter endpoint data, shown separately from LMSpeed measurements. Some 30-minute live performance fields only appear after syncing with an OpenRouter API key.

Provider endpointInputOutput1d uptime30m latency30m throughputContext / output
Mistral
mistral
$0.400/M$2/M100.0%undefined tokens / —

Pricing Comparison

Mistral Medium 3 API pricing starts at $75.00/M from IXIOCCAPI.

ProviderHealthModel VariantGroupInput ($/M)Output ($/M)Speed (t/s)First tokenAudit
L1
0%
mistralai/mistral-medium-3
default
$75.00/M
$75.00/M

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Frequently Asked Questions

What benchmark data does Mistral Medium 3 include?
LMSpeed shows Mistral Medium 3 benchmark context, API price, output speed, first-token latency, and provider data across 1 providers when those signals are available.
What is the Mistral Medium 3 API price?
Mistral Medium 3 has pricing from 1 providers, ranging from $75.00/M to $75.00/M. IXIOCCAPI has the lowest listed price.
What does the Mistral Medium 3 API pricing table include?
The Mistral Medium 3 API pricing table compares 1 providers by input price, output price, free tier status, speed, first-token latency, and recent health data when available.
Which provider has the cheapest Mistral Medium 3 API pricing?
IXIOCCAPI currently has the lowest listed Mistral Medium 3 price at $75.00/M across 1 providers.
Is Mistral Medium 3 API free?
Mistral Medium 3 does not currently have a free API tier on LMSpeed. All 1 providers charge per token.

Also known as

mistral-medium-3mistralai/mistral-medium-3

Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.Standard benchmark data may include BenchLM and other public sources.

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