OpenAI
·Released on May 28, 2023

GPT-4 API Benchmarks, Pricing & Provider Data

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GPT-4 benchmark, API pricing, and provider data cover 1351 API providers, with prices starting at $0.011/request. GPT-4 free API options are available from 24 providers. The page also shows measured API speed and first-token latency.

OpenAI GPT-4 is a flagship large language model with strong reasoning, instruction following, and tool use, widely used for complex analysis, coding, and production chat applications.

Speed
35char/s
0.74 s
Cost
#178of 180
$0.011/ 1M · 8:1 in:out
$0.0018 in · $0.0092 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-Coding49.5Reasoning36.9Knowledge-Math40.7Multilingual-Multimodal-Instruction following-
#1Coding49.5Provisional1/4 Measured dimensions
80% interval: 31.167.8
code generation49.5
aa_coding_index · artificial_analysis_coding_index
repository engineeringPrior only
debugging testingPrior only
tooling qualityPrior only
#2Math40.7Provisional1/4 Measured dimensions
80% interval: 24.756.7
foundational math40.7
math_500 · math_500
competition mathPrior only
proof frontierPrior only
applied tool mathPrior only
#3Reasoning36.9Estimated2/4 Measured dimensions
80% interval: 25.148.7
abstract logicPrior only
scientific causal37.5
gpqa · gpqa
multistep constraints36.3
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
8.2Ktokens
9.8 pages of text
OUTPUT
4.1Ktokens
8K128K1M4M
8.2K

Features

Technical Details

Input
Output
Released
May 2023
Knowledge cutoff
2021-09-30
Documentation
Tokenizer
GPT
Architecture
text->text
Moderated
Yes
Supported parameters
frequency_penaltylogit_biaslogprobsmax_completion_tokensmax_tokenspresence_penaltyresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_logprobstop_p

Rankings

Excels at

Detailed scores

Updated: Aug 31, 2026

Pricing

undefined metric} other undefined metrics}}

Input price$30.00/M#178 / 180Output price$60.00/M#173 / 180
Input price
LMSpeed rank#178
Score$30.00/M
UpdatedAug 31, 2026
Confidence4
Output price
LMSpeed rank#173
Score$60.00/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

Score49.580% interval31.1–67.81/4 Measured dimensions
Dimensions and evidence
Code generation49.5
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
aa_coding_index · artificial_analysis_coding_index · z -1.24 · q 1.00
Repository engineeringPrior only
Debugging & testingPrior only
Tool-assisted development & qualityPrior only

Reasoning

V3.0

undefined metric} other undefined metrics}} · Estimated

Score36.980% interval25.1–48.72/4 Measured dimensionsMMLU-Pro56.2%#121 / 129GPQA34.9%#205 / 212
Dimensions and evidence
Abstract logicPrior only
Scientific & causal reasoning37.5
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
gpqa · gpqa · z -1.75 · q 1.00
Multi-step constraints36.3
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
mmlu_pro · mmlu_pro · z -2.03 · q 1.00
Evidence integration & verificationPrior only
MMLU-ProV3 evidence
LMSpeed rank#121
Score56.2%
UpdatedAug 31, 2026
Confidence4
GPQAV3 evidence
LMSpeed rank#205
Score34.9%
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

Score40.780% interval24.7–56.71/4 Measured dimensionsMATH-50056.8%#66 / 73
Dimensions and evidence
Foundational math40.7
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
math_500 · math_500 · z -1.21 · q 1.00
Competition mathPrior only
Advanced proofsPrior only
Applied & tool-assisted mathPrior only
MATH-500V3 evidence
LMSpeed rank#66
Score56.8%
UpdatedAug 31, 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

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

2 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
$30/M$60/M100%undefined tokens / undefined tokens
OpenAI
openai
$30/M$60/M100%undefined tokens / undefined tokens

Pricing Comparison

Compare GPT-4 API pricing across 1327 providers. Prices range from $0.011/request to $960.00/M. 柏拉图AI offers the lowest rate at $0.011/request. 24 providers offer free API credits or a free tier.

ProviderHealthModel VariantGroupInput ($/M)Output ($/M)Speed (t/s)First tokenAudit
L1
100%
gpt-4-1106-preview
default
-98%$0.685/M
-97%$2.05/M
L1
100%
gpt-4-0613
default
-93%$2.05/M
-93%$4.11/M
L1
100%
gpt-4
default
-93%$2.05/M
Cache read$1.03/M
-93%$4.11/M
L1
100%
gpt-4-all
default
$0.014/request
-
L1
100%
gpt-4-0125-preview
default
-95%$1.37/M
-93%$4.11/M
L1
100%
gpt-4-1106-preview
default
-95%$1.37/M
-93%$4.11/M
L1
100%
gpt-4
default
-86%$4.11/M
-86%$8.22/M
L1
100%
gpt-4-0613
default
-86%$4.11/M
-86%$8.22/M
L1
100%
gpt-4-0314
default
-86%$4.11/M
-86%$8.22/M
L1
100%
gpt-4-32k
default
-73%$8.22/M
-73%$16.44/M
L1
100%
gpt-4-32k-0613
default
-73%$8.22/M
-73%$16.44/M
L1
100%
gpt-4-32k-0314
default
-73%$8.22/M
-73%$16.44/M
L1
100%
gpt-4-1106-preview
default
-95%$1.37/M
-93%$4.11/M
L1
100%
gpt-4-0613
default
-86%$4.11/M
-86%$8.22/M
L1
100%
gpt-4
default
-86%$4.11/M
Cache read$2.05/M
-86%$8.22/M
L1
100%
gpt-4-0314
default
Free
Free
L1
100%
gpt-4
default
Free
Free
L1
100%
gpt-4-32k-0613
default
Free
Free
L1
100%
gpt-4-all
default
Free
Free
L1
100%
gpt-4-32k
default
Free
Free
Showing 20 model IDs of 215.

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Frequently Asked Questions

What benchmark data does GPT-4 include?
LMSpeed shows GPT-4 benchmark context, API price, output speed, first-token latency, and provider data across 1351 providers when those signals are available.
What is the GPT-4 API price?
GPT-4 has pricing from 1351 providers, ranging from $0.011/request to $960.00/M. 柏拉图AI has the lowest listed price.
What does the GPT-4 API pricing table include?
The GPT-4 API pricing table compares 1351 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-4 API pricing?
柏拉图AI currently has the lowest listed GPT-4 price at $0.011/request across 1351 providers.
Can I compare GPT-4 API price and speed together?
Yes. LMSpeed shows GPT-4 API price, output speed, first-token latency, and provider health on the same page so you can compare cost and performance together.
Is GPT-4 API free?
Yes, GPT-4 free API options are available through 24 providerundefined other undefined} on LMSpeed, including 兔子API, 兔子API, 兔子API, 兔子API, 兔子API. These providers offer free API credits or a free tier with no per-token charges.
Where can I get GPT-4 free API access?
LMSpeed currently lists 24 free API providerundefined other undefined} for GPT-4: 兔子API, 兔子API, 兔子API, 兔子API, 兔子API. Check each provider row before using it because free tier limits can change.

Also known as

copilot/gpt-4copilot/gpt-4-0125-previewcopilot/gpt-4-0613gpt-4gpt-4-0125-preview

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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