MiniMax
·Released on Oct 23, 2025

MiniMax M2 API Benchmarks, Pricing & Provider Data

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MiniMax M2 benchmark, API pricing, and provider data cover 108 API providers, with prices starting at $0.010/request. The page also shows measured API speed and first-token latency.

MiniMax M2 is a compact MoE language model (230B total, 10B active parameters) built for coding and agentic workflows, delivering strong tool use, reasoning, and high-throughput inference at low cost.

Speed
48char/s
10.12 s
Cost
#54of 180
$0.010/ 1M · 8:1 in:out
$0.0016 in · $0.0084 out

Category Performance

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

Coverage
3 / 8
Methodology
V3.0
Category PerformanceObserved-capability estimates with uncertainty reported separately from independent benchmark families.Agents-Coding53.4Reasoning52.1Knowledge-Math50.9Multilingual-Multimodal-Instruction following-
#1Coding53.4Provisional1/4 Measured dimensions
80% interval: 39.567.3
code generation53.4
livecodebench · livecodebench / scicode · scicode
repository engineeringPrior only
debugging testingPrior only
tooling qualityPrior only
#2Reasoning52.1Estimated2/4 Measured dimensions
80% interval: 40.963.2
abstract logicPrior only
scientific causal50.8
gpqa · gpqa / hle · hle
multistep constraints53.3
mmlu_pro · mmlu_pro
evidence verificationPrior only
#3Math50.9Provisional1/4 Measured dimensions
80% interval: 34.867.1
foundational math50.9
aa_math_index · artificial_analysis_math_index
competition mathPrior only
proof frontierPrior only
applied tool mathPrior only
No data:AgentsKnowledgeMultilingualMultimodalInstruction following

Specifications

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

INPUT
204.8Ktokens
245.8 pages of text
OUTPUT
131.1Ktokens
8K128K1M4M
204.8K

Features

Technical Details

Input
Output
Released
Oct 2025
Tokenizer
Other
Architecture
text->text
Moderated
No
Supported parameters
frequency_penaltyinclude_reasoninglogprobsmax_tokenspresence_penaltyreasoningrepetition_penaltyresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_ktop_logprobstop_p

Rankings

Excels at

Detailed scores

Updated: Aug 31, 2026

Pricing

undefined metric} other undefined metrics}}

Input price$0.300/M#54 / 180Output price$1.20/M#49 / 180
Input price
LMSpeed rank#54
Score$0.300/M
UpdatedAug 31, 2026
Confidence4
Output price
LMSpeed rank#49
Score$1.20/M
UpdatedAug 31, 2026
Confidence4

Agents

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Planning & decompositionPrior only
Tool usePrior only
Environment & long-horizon executionPrior only
Recovery & completion reliabilityPrior only

Coding

V3.0

undefined metric} other undefined metrics}} · Provisional

Score53.480% interval39.5–67.31/4 Measured dimensionsLiveCodeBench82.6%#14 / 115SciCode36.1%#119 / 205
Dimensions and evidence
Code generation53.4
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
livecodebench · livecodebench · z 1.06 · q 1.00
scicode · scicode · z -0.17 · q 1.00
Repository engineeringPrior only
Debugging & testingPrior only
Tool-assisted development & qualityPrior only
LiveCodeBenchV3 evidence
LMSpeed rank#14
Score82.6%
UpdatedAug 31, 2026
Confidence4
SciCodeV3 evidence
LMSpeed rank#119
Score36.1%
UpdatedAug 31, 2026
Confidence4

Reasoning

V3.0

undefined metric} other undefined metrics}} · Estimated

Score52.180% interval40.9–63.22/4 Measured dimensionsMMLU-Pro82.0%#50 / 129GPQA77.7%#104 / 212
Dimensions and evidence
Abstract logicPrior only
Scientific & causal reasoning50.8
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
gpqa · gpqa · z 0.03 · q 1.00
hle · hle · z -0.01 · q 1.00
Multi-step constraints53.3
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
mmlu_pro · mmlu_pro · z 0.23 · q 1.00
Evidence integration & verificationPrior only
MMLU-ProV3 evidence
LMSpeed rank#50
Score82.0%
UpdatedAug 31, 2026
Confidence4
GPQAV3 evidence
LMSpeed rank#104
Score77.7%
UpdatedAug 31, 2026
Confidence4
HLEV3 evidence
LMSpeed rank#101
Score13.7%
UpdatedAug 31, 2026
Confidence4

Knowledge

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Broad knowledgePrior only
Professional knowledgePrior only
FactualityPrior only
Retrieval & open-book usePrior only

Math

V3.0

undefined metric} other undefined metrics}} · Provisional

Score50.980% interval34.8–67.11/4 Measured dimensions
Dimensions and evidence
Foundational math50.9
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
aa_math_index · artificial_analysis_math_index · z 0.53 · q 1.00
Competition mathPrior only
Advanced proofsPrior only
Applied & tool-assisted mathPrior only

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

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Perception & OCRPrior only
Document & spatial understandingPrior only
Visual reasoningPrior only
Video & grounded actionPrior only

Instruction following

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Constraint followingPrior only
Structured outputPrior only
Novel-instruction generalizationPrior only
Multi-turn & long instructionsPrior only

OpenRouter endpoints

3 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
Google
google-vertex
$0.300/M$1.20/M99.2%undefined tokens / undefined tokens
Novita
novita/fp8
$0.300/M$1.20/M98.6%undefined tokens / undefined tokens
Minimax
minimax/fp8
$0.255/M$1.02/M96.8%undefined tokens / undefined tokens

Pricing Comparison

Compare MiniMax M2 API pricing across 108 providers. Prices range from $0.010/request to $1698.30/M. 素墨API offers the lowest rate at $0.010/request.

ProviderHealthModel VariantGroupInput ($/M)Output ($/M)Speed (t/s)First tokenAudit
L1
100%
MiniMax-M2
default
-52%$0.144/M
-52%$0.575/M
L1
100%
MiniMax-M2
default
-4%$0.288/M
-4%$1.15/M
L1
100%
minimax-m2
default
-4%$0.288/M
-4%$1.15/M
L1
100%
MiniMaxAI/MiniMax-M2
default
$6.30/M
$25.20/M
L1
100%
MiniMax-M2
default
-52%$0.144/M
-52%$0.575/M
L1
99%
MiniMax-M2
other
-58%$0.125/M
-58%$0.500/M
L1
100%
MiniMax-M2
default
-4%$0.288/M
Cache read$0.029/MCache write$0.360/MCache write 1h$0.575/M
-4%$1.15/M
L1
99%
minimax-m2
default
$6.00/request
-
L1
99%
MiniMax-M2
default
-23%$0.230/M
-23%$0.921/M
L1
100%
L2
77%
MiniMax-M2
default
$2.10/M
Cache read$0.210/MCache write$2.63/MCache write 1h$4.20/M
$8.40/M
L1
100%
MiniMax-M2
default
$3.00/M
$12.00/M
L1
99%
minimax-m2
default
-9%$0.274/M
-9%$1.10/M
L1
98%
MiniMax-M2
default
$1.03/M
Cache read$0.103/MCache write$1.28/MCache write 1h$2.06/M
$4.11/M
L1
100%
MiniMax-M2
default
$2.10/M
$8.40/M
L1
99%
minimax-m2
default
$1.60/M
$1.60/M
L1
100%
minimax/minimax-m2:free
default
$0.010/request
-
L1
99%
MiniMax-M2
default
-11%$0.268/M
-11%$1.07/M
L1
99%
MiniMax-M2
default
-11%$0.268/M
-11%$1.07/M
L1
99%
MiniMax-M2
default
-4%$0.288/M
-4%$1.15/M
L1
100%
MiniMax-M2
default
$0.575/M
$2.30/M
Showing 20 model IDs of 30.

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Frequently Asked Questions

What benchmark data does MiniMax M2 include?
LMSpeed shows MiniMax M2 benchmark context, API price, output speed, first-token latency, and provider data across 108 providers when those signals are available.
What is the MiniMax M2 API price?
MiniMax M2 has pricing from 108 providers, ranging from $0.010/request to $1698.30/M. 素墨API has the lowest listed price.
What does the MiniMax M2 API pricing table include?
The MiniMax M2 API pricing table compares 108 providers by input price, output price, free tier status, speed, first-token latency, and recent health data when available.
Which provider has the cheapest MiniMax M2 API pricing?
素墨API currently has the lowest listed MiniMax M2 price at $0.010/request across 108 providers.
Can I compare MiniMax M2 API price and speed together?
Yes. LMSpeed shows MiniMax M2 API price, output speed, first-token latency, and provider health on the same page so you can compare cost and performance together.
Is MiniMax M2 API free?
MiniMax M2 does not currently have a free API tier on LMSpeed. All 108 providers charge per token.

Also known as

MiniMax-M2MiniMax-M2-PreviewMiniMaxAI/MiniMax-M2minimax-m2minimax/minimax-m2

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

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