OpenAI
·Released on Nov 13, 2025

GPT-5.1 Codex Mini API Benchmarks, Pricing & Provider Data

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GPT-5.1 Codex Mini benchmark, API pricing, and provider data cover 298 API providers, with prices starting at $0.0041/request. GPT-5.1 Codex Mini free API options are available from 1 provider. The page also shows measured API speed and first-token latency.

OpenAI GPT-5.1 Codex Mini is a code-specialized variant in the GPT-5 series, optimized for code generation, debugging, and software development tasks.

Speed
136char/s
4.28 s
Cost
#45of 181
$0.0041/ 1M · 8:1 in:out
$0.0007 in · $0.0035 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-Coding56.6Reasoning53.2Knowledge-Math53.4Multilingual-Multimodal-Instruction following-
#1Coding56.6Provisional1/4 Measured dimensions
80% interval: 42.770.5
code generation56.6
livecodebench · livecodebench / scicode · scicode
repository engineeringPrior only
debugging testingPrior only
tooling qualityPrior only
#2Math53.4Provisional1/4 Measured dimensions
80% interval: 37.369.5
foundational math53.4
aa_math_index · artificial_analysis_math_index
competition mathPrior only
proof frontierPrior only
applied tool mathPrior only
#3Reasoning53.2Estimated2/4 Measured dimensions
80% interval: 42.164.3
abstract logicPrior only
scientific causal53.1
gpqa · gpqa / hle · hle
multistep constraints53.3
mmlu_pro · mmlu_pro
evidence verificationPrior only
No data:AgentsKnowledgeMultilingualMultimodalInstruction following

Specifications

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

INPUT
400Ktokens
480 pages of text
OUTPUT
128Ktokens
8K128K1M4M
400K

Features

Technical Details

Input
Output
Released
Nov 2025
Documentation
Tokenizer
GPT
Architecture
text+image->text
Moderated
No
Supported parameters
include_reasoningmax_completion_tokensreasoningreasoning_effortresponse_formatseedstructured_outputstool_choicetools

Rankings

Excels at

Detailed scores

Updated: Sep 1, 2026

Pricing

undefined metric} other undefined metrics}}

Input price$0.250/M#45 / 181Output price$2.00/M#71 / 181
Input price
LMSpeed rank#45
Score$0.250/M
UpdatedSep 1, 2026
Confidence4
Output price
LMSpeed rank#71
Score$2.00/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}} · Provisional

Score56.680% interval42.7–70.51/4 Measured dimensionsLiveCodeBench83.6%#13 / 115SciCode42.6%#60 / 206
Dimensions and evidence
Code generation56.6
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
livecodebench · livecodebench · z 1.11 · q 1.00
scicode · scicode · z 0.44 · q 1.00
Repository engineeringPrior only
Debugging & testingPrior only
Tool-assisted development & qualityPrior only
LiveCodeBenchV3 evidence
LMSpeed rank#13
Score83.6%
UpdatedSep 1, 2026
Confidence4
SciCodeV3 evidence
LMSpeed rank#60
Score42.6%
UpdatedSep 1, 2026
Confidence4

Reasoning

V3.0

undefined metric} other undefined metrics}} · Estimated

Score53.280% interval42.1–64.32/4 Measured dimensionsMMLU-Pro82.0%#50 / 129GPQA81.3%#88 / 213
Dimensions and evidence
Abstract logicPrior only
Scientific & causal reasoning53.1
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
gpqa · gpqa · z 0.25 · q 1.00
hle · hle · z 0.23 · 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%
UpdatedSep 1, 2026
Confidence4
GPQAV3 evidence
LMSpeed rank#88
Score81.3%
UpdatedSep 1, 2026
Confidence4
HLEV3 evidence
LMSpeed rank#86
Score18.5%
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}} · Provisional

Score53.480% interval37.3–69.51/4 Measured dimensions
Dimensions and evidence
Foundational math53.4
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
aa_math_index · artificial_analysis_math_index · z 0.86 · 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

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
Azure
azure
$0.250/M$2/M100%undefined tokens / undefined tokens

Pricing Comparison

Compare GPT-5.1 Codex Mini API pricing across 297 providers. Prices range from $0.0041/request to $495.00/M. Yun API offers the lowest rate at $0.0041/request. 1 provider offers free API credits or a free tier.

ProviderHealthModel VariantGroupInput ($/M)Output ($/M)Speed (t/s)First tokenAudit
L1
100%
gpt-5.1-codex-mini
default
-93%$0.017/M
Cache read$0.0017/M
-93%$0.137/M
L1
100%
gpt-5.1-codex-mini
default
$0.014/request
-
L1
100%
gpt-5.1-codex-mini-2025-11-13
default
-32%$0.171/M
-32%$1.37/M
L1
100%
gpt-5.1-codex-mini
default
-86%$0.034/M
Cache read$0.0034/M
-86%$0.274/M
L1
100%
gpt-5.1-codex-mini
default
-23%$0.192/M
-23%$1.53/M
L1
100%
gpt-5.1-codex-mini-2025-11-13
default
$75.00/M
$600.00/M
L1
100%
gpt-5.1-codex-mini
default
$75.00/M
$600.00/M
L1
100%
gpt-5.1-codex-mini
官方优惠
Free
Free
L1
100%
gpt-5.1-codex-mini-2025-11-13
gpt-azure
$0.250/M
Cache read$0.025/M
$2.00/M
L1
100%
gpt-5.1-codex-mini
gpt-azure
$1.25/M
$6.25/M
L1
100%
gpt-5.1-codex-mini
gpt-azure
$19.93/M
$159.42/M
L1
100%
gpt-5.1-codex-mini
default
-93%$0.017/M
Cache read$0.0017/M
-93%$0.137/M
L1
100%
gpt-5.1-codex-mini
default
-96%$0.010/M
Cache read$0.0010/M
-96%$0.082/M
L1
100%
gpt-5.1-codex-mini-2025-11-13
default
-71%$0.072/M
-71%$0.575/M
L1
100%
gpt-5.1-codex-mini
official
$0.250/M
Cache read$0.025/M
$2.00/M
L1
99%
gpt-5.1-codex-mini
az
-79%$0.051/M
Cache read$0.0051/MCache write$0.064/MCache write 1h$0.103/M
-79%$0.411/M
L1
99%
gpt-5.1-codex-mini-2025-11-13
az
$0.411/M
$3.29/M
L1
100%
gpt-5.1-codex-mini
default
$0.375/M
$3.00/M
L1
100%
gpt-5.1-codex-mini-2025-11-13
default
$1.88/M
$15.00/M
L1
99%
gpt-5.1-codex-mini
default
$75.00/M
$600.00/M
Showing 20 model IDs of 48.

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Frequently Asked Questions

What benchmark data does GPT-5.1 Codex Mini include?
LMSpeed shows GPT-5.1 Codex Mini benchmark context, API price, output speed, first-token latency, and provider data across 298 providers when those signals are available.
What is the GPT-5.1 Codex Mini API price?
GPT-5.1 Codex Mini has pricing from 298 providers, ranging from $0.0041/request to $495.00/M. Yun API has the lowest listed price.
What does the GPT-5.1 Codex Mini API pricing table include?
The GPT-5.1 Codex Mini API pricing table compares 298 providers by input price, output price, free tier status, speed, first-token latency, and recent health data when available.
Which provider has the cheapest GPT-5.1 Codex Mini API pricing?
Yun API currently has the lowest listed GPT-5.1 Codex Mini price at $0.0041/request across 298 providers.
Can I compare GPT-5.1 Codex Mini API price and speed together?
Yes. LMSpeed shows GPT-5.1 Codex Mini API price, output speed, first-token latency, and provider health on the same page so you can compare cost and performance together.
Is GPT-5.1 Codex Mini API free?
Yes, GPT-5.1 Codex Mini free API options are available through 1 providerundefined other undefined} on LMSpeed, including 兔子API. These providers offer free API credits or a free tier with no per-token charges.
Where can I get GPT-5.1 Codex Mini free API access?
LMSpeed currently lists 1 free API providerundefined other undefined} for GPT-5.1 Codex Mini: 兔子API. Check each provider row before using it because free tier limits can change.

Also known as

copilot/gpt-5.1-codex-minigpt-5-1-codex-minigpt-5.1-codex-minigpt-5.1-codex-mini-2025-11-13gpt-5.1-codex-mini-fast

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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