MiniMax
·Released on Feb 12, 2026

MiniMax M2.5 API Benchmarks, Pricing & Provider Data

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MiniMax M2.5 benchmark, API pricing, and provider data cover 201 API providers, with prices starting at $0.0030/request. MiniMax M2.5 free API options are available from 5 providers. The page also shows measured API speed and first-token latency.

MiniMax M2.5 is MiniMax's flagship text model for coding and agents, with SOTA-level programming and agentic performance, improved token efficiency, and fast high-TPS API deployment.

Quality
0.0
LMSpeed score
Speed
61char/s
9.68 s
Cost
#55of 181
$0.0030/ 1M · 8:1 in:out
$0.0005 in · $0.0025 out

Category Performance

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

Coverage
2 / 8
Methodology
V3.0
Category PerformanceObserved-capability estimates with uncertainty reported separately from independent benchmark families.Agents-Coding50.2Reasoning54.7Knowledge-Math-Multilingual-Multimodal-Instruction following-
#1Reasoning54.7Provisional1/4 Measured dimensions
80% interval: 40.868.6
abstract logicPrior only
scientific causal54.7
gpqa · gpqa / hle · hle
multistep constraintsPrior only
evidence verificationPrior only
#2Coding50.2Estimated2/4 Measured dimensions
80% interval: 38.462.0
code generation54.2
scicode · scicode
repository engineering46.2
vibecode · vibe_code_bench
debugging testingPrior only
tooling qualityPrior only
No data:AgentsKnowledgeMathMultilingualMultimodalInstruction 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
128Ktokens
8K128K1M4M
204.8K

Features

Technical Details

Input
Output
Released
Feb 2026
Tokenizer
Other
Architecture
text->text
Moderated
No
Supported parameters
frequency_penaltyinclude_reasoninglogit_biaslogprobsmax_tokensmin_ppresence_penaltyreasoningrepetition_penaltyresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_ktop_logprobstop_p

Rankings

Excels at

Detailed scores

Updated: Sep 1, 2026

Pricing

undefined metric} other undefined metrics}}

Input price$0.300/M#55 / 181Output price$1.20/M#50 / 181
Input price
LMSpeed rank#55
Score$0.300/M
UpdatedSep 1, 2026
Confidence4
Output price
LMSpeed rank#50
Score$1.20/M
UpdatedSep 1, 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}} · Estimated

Score50.280% interval38.4–62.02/4 Measured dimensionsSciCode42.6%#60 / 206Vibe Code Bench14.9#25 / 33
Dimensions and evidence
Code generation54.2
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
scicode · scicode · z 0.44 · q 1.00
Repository engineering46.2
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
vibecode · vibe_code_bench · z -0.51 · q 1.00
Debugging & testingPrior only
Tool-assisted development & qualityPrior only
SciCodeV3 evidence
LMSpeed rank#60
Score42.6%
UpdatedSep 1, 2026
Confidence4
Vibe Code BenchV3 evidence
LMSpeed rank#25
Score14.9
UpdatedAug 20, 2026
Confidence1

Reasoning

V3.0

undefined metric} other undefined metrics}} · Provisional

Score54.780% interval40.8–68.61/4 Measured dimensionsGPQA84.8%#63 / 213HLE20.5%#79 / 210
Dimensions and evidence
Abstract logicPrior only
Scientific & causal reasoning54.7
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
gpqa · gpqa · z 0.49 · q 1.00
hle · hle · z 0.32 · q 1.00
Multi-step constraintsPrior only
Evidence integration & verificationPrior only
GPQAV3 evidence
LMSpeed rank#63
Score84.8%
UpdatedSep 1, 2026
Confidence4
HLEV3 evidence
LMSpeed rank#79
Score20.5%
UpdatedSep 1, 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}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Foundational mathPrior only
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

9 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
DigitalOcean
digitalocean
$0.300/M$1.20/M100.0%undefined tokens / undefined tokens
Minimax
minimax/fp8
$0.300/M$1.20/M99.9%undefined tokens / undefined tokens
Novita
novita/fp8
$0.300/M$1.20/M99.9%undefined tokens / undefined tokens
Minimax
minimax/highspeed
$0.600/M$2.40/M99.9%undefined tokens / undefined tokens
SiliconFlow
siliconflow/fp8
$0.300/M$1.20/M99.9%undefined tokens / undefined tokens
Venice
venice
$0.270/M$0.950/M99.9%undefined tokens / undefined tokens
StreamLake
streamlake
$0.270/M$1.08/M99.9%undefined tokens / undefined tokens
AtlasCloud
atlas-cloud/fp8
$0.295/M$1.20/M99.9%undefined tokens / undefined tokens
Friendli
friendli
$0.300/M$1.20/M99.2%undefined tokens / undefined tokens

Pricing Comparison

Compare MiniMax M2.5 API pricing across 196 providers. Prices range from $0.0030/request to $2997.00/M. Crond offers the lowest rate at $0.0030/request. 5 providers offer free API credits or a free tier.

ProviderHealthModel VariantGroupInput ($/M)Output ($/M)Speed (t/s)First tokenAudit
L1
100%
L2
91%
minimax/minimax-m2.5
default
-20%$0.240/M
Cache read$0.024/M
-20%$0.960/M
170.6 t/s
4.55 s
L1
100%
MiniMax-M2.5
default
-4%$0.288/M
-4%$1.15/M
40.0 t/s
11.01 s
L1
100%
minimax-m2.5
default
$0.010/request
-
18.6 t/s
19.89 s
L1
100%
minimax-m2.5-free
default
$0.010/request
-
L1
100%
minimaxai/minimax-m2.5
default
$0.010/request
-
L1
100%
MiniMax-M2.5
default
-52%$0.144/M
-52%$0.575/M
L1
100%
minimax-m2.5
bailian
-50%$0.150/M
Cache read$0.015/M
-50%$0.600/M
L1
100%
MiniMax-M2.5
default
$60.00/M
$60.00/M
L1
99%
L2
0%
minimax/minimax-m2.5
default
-53%$0.140/M
-32%$0.810/M
L1
100%
minimax-m2.5
default
-4%$0.288/M
-4%$1.15/M
L1
100%
minimax-m2.5
default
-23%$0.230/M
-23%$0.921/M
L1
100%
minimax-m2.5
原价分组
Free
Free
L1
100%
minimax-m2.5
国产模型
-11%$0.266/M
-11%$1.06/M
L1
100%
minimax-m2.5
deepseek
-62%$0.115/M
-62%$0.460/M
L1
100%
MiniMax-M2.5
default
-52%$0.144/M
-52%$0.575/M
L1
99%
MiniMax-M2.5
other
-58%$0.125/M
Cache read$0.012/M
-58%$0.500/M
L1
100%
MiniMax-M2.5
default
-4%$0.288/M
Cache read$0.029/MCache write$0.360/MCache write 1h$0.575/M
-4%$1.15/M
L1
100%
MiniMax-M2.5
国产模型渠道
$2.10/M
$8.40/M
L1
100%
minimax/minimax-m2.5:free
default
$0.0050/request
-
L1
100%
MiniMax-M2.5
minimax
-62%$0.115/M
Cache read$0.012/M
-62%$0.460/M
Showing 20 model IDs of 91.

Alternatives & Similar Models

Frequently Asked Questions

What benchmark data does MiniMax M2.5 include?
LMSpeed shows MiniMax M2.5 benchmark context, API price, output speed, first-token latency, and provider data across 201 providers when those signals are available.
What is the MiniMax M2.5 API price?
MiniMax M2.5 has pricing from 201 providers, ranging from $0.0030/request to $2997.00/M. Crond has the lowest listed price.
What does the MiniMax M2.5 API pricing table include?
The MiniMax M2.5 API pricing table compares 201 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 M2.5 API pricing?
Crond currently has the lowest listed MiniMax M2.5 price at $0.0030/request across 201 providers.
Can I compare MiniMax M2.5 API price and speed together?
Yes. LMSpeed shows MiniMax M2.5 API price, output speed, first-token latency, and provider health on the same page so you can compare cost and performance together.
Is MiniMax M2.5 API free?
Yes, MiniMax M2.5 free API options are available through 5 providerundefined other undefined} on LMSpeed, including Zero API, 兔子API, Moyanjdc API, Dext API, Dext API. These providers offer free API credits or a free tier with no per-token charges.
Where can I get MiniMax M2.5 free API access?
LMSpeed currently lists 5 free API providerundefined other undefined} for MiniMax M2.5: Zero API, 兔子API, Moyanjdc API, Dext API, Dext API. Check each provider row before using it because free tier limits can change.

Also known as

0.66-兼容-官转-minimaxai/minimax-m2.5MiniMax-M2.5MiniMax-M2.5-VIPMiniMax-M2.5-免费MiniMax/MiniMax-M2.5

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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