OpenAI
·Released on Aug 6, 2024

GPT-4o (2024-08-06) API Benchmarks, Pricing & Provider Data

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GPT-4o (2024-08-06) benchmark, API pricing, and provider data cover 103 API providers, with prices starting at $0.060/M.

The 2024-08-06 version of GPT-4o offers improved performance in structured outputs, with the ability to supply a JSON schema in the respone_format. Read more [here](https://openai.com/index/introducin...

Cost
#150of 180
$0.060/ 1M · 8:1 in:out
$0.0096 in · $0.050 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-Coding44.3Reasoning39.2Knowledge-Math46.2Multilingual-Multimodal-Instruction following-
#1Math46.2Estimated2/4 Measured dimensions
80% interval: 34.458.0
foundational math46.7
math_500 · math_500
competition math45.7
aime · aime
proof frontierPrior only
applied tool mathPrior only
#2Coding44.3Provisional1/4 Measured dimensions
80% interval: 30.458.2
code generation44.3
livecodebench · livecodebench / scicode · scicode
repository engineeringPrior only
debugging testingPrior only
tooling qualityPrior only
#3Reasoning39.2Provisional1/4 Measured dimensions
80% interval: 25.353.1
abstract logicPrior only
scientific causal39.2
gpqa · gpqa / hle · hle
multistep constraintsPrior only
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
128Ktokens
153.6 pages of text
OUTPUT
16.4Ktokens
8K128K1M4M
128K

Features

Technical Details

Input
Output
Released
Aug 2024
Knowledge cutoff
2023-10-31
Documentation
Tokenizer
GPT
Architecture
text+image+file->text
Moderated
Yes
Supported parameters
frequency_penaltylogit_biaslogprobsmax_completion_tokensmax_tokenspredictionpresence_penaltyresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_logprobstop_pweb_search_options

Rankings

Excels at

Detailed scores

Updated: Aug 23, 2026

Pricing

undefined metric} other undefined metrics}}

Input price$2.50/M#150 / 180Output price$10.00/M#138 / 180
Input price
LMSpeed rank#150
Score$2.50/M
UpdatedAug 23, 2026
Confidence4
Output price
LMSpeed rank#138
Score$10.00/M
UpdatedAug 23, 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

Score44.380% interval30.4–58.21/4 Measured dimensionsLiveCodeBench31.7%#85 / 115SciCode33.1%#138 / 204
Dimensions and evidence
Code generation44.3
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
livecodebench · livecodebench · z -0.46 · q 1.00
scicode · scicode · z -0.47 · q 1.00
Repository engineeringPrior only
Debugging & testingPrior only
Tool-assisted development & qualityPrior only
LiveCodeBenchV3 evidence
LMSpeed rank#85
Score31.7%
UpdatedAug 23, 2026
Confidence4
SciCodeV3 evidence
LMSpeed rank#138
Score33.1%
UpdatedAug 23, 2026
Confidence4

Reasoning

V3.0

undefined metric} other undefined metrics}} · Provisional

Score39.280% interval25.3–53.11/4 Measured dimensionsGPQA52.1%#183 / 211HLE2.3%#207 / 208
Dimensions and evidence
Abstract logicPrior only
Scientific & causal reasoning39.2
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
gpqa · gpqa · z -1.06 · q 1.00
hle · hle · z -1.25 · q 1.00
Multi-step constraintsPrior only
Evidence integration & verificationPrior only
GPQAV3 evidence
LMSpeed rank#183
Score52.1%
UpdatedAug 23, 2026
Confidence4
HLEV3 evidence
LMSpeed rank#207
Score2.3%
UpdatedAug 23, 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}} · Estimated

Score46.280% interval34.4–58.02/4 Measured dimensionsAIME11.7%#55 / 68MATH-50079.5%#49 / 73
Dimensions and evidence
Foundational math46.7
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
math_500 · math_500 · z -0.41 · q 1.00
Competition math45.7
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
aime · aime · z -0.60 · q 1.00
Advanced proofsPrior only
Applied & tool-assisted mathPrior only
AIMEV3 evidence
LMSpeed rank#55
Score11.7%
UpdatedAug 23, 2026
Confidence4
MATH-500V3 evidence
LMSpeed rank#49
Score79.5%
UpdatedAug 23, 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
$2.50/M$10/M100.0%undefined tokens / undefined tokens
OpenAI
openai
$2.50/M$10/M99.9%undefined tokens / undefined tokens

Pricing Comparison

Compare GPT-4o (2024-08-06) API pricing across 103 providers. Prices range from $0.060/M to $10.00/M. Zhongzhuan Chat offers the lowest rate at $0.060/M.

ProviderHealthModel VariantGroupInput ($/M)Output ($/M)Speed (t/s)First tokenAudit
L1
99%
gpt-4o-2024-08-06
default
-87%$0.318/M
Cache read$0.159/M
-87%$1.27/M
L1
99%
gpt-4o-2024-08-06
default
-87%$0.318/M
Cache read$0.159/M
-87%$1.27/M
L1
0%
gpt-4o-2024-08-06
Openai纯官
$10.00/M
Cache read$5.00/M
$40.00/M
L1
100%
gpt-4o-2024-08-06
default
-93%$0.171/M
Cache read$0.086/M
-93%$0.685/M

Alternatives & Similar Models

Frequently Asked Questions

What benchmark data does GPT-4o (2024-08-06) include?
LMSpeed shows GPT-4o (2024-08-06) benchmark context, API price, output speed, first-token latency, and provider data across 103 providers when those signals are available.
What is the GPT-4o (2024-08-06) API price?
GPT-4o (2024-08-06) has pricing from 103 providers, ranging from $0.060/M to $10.00/M. Zhongzhuan Chat has the lowest listed price.
What does the GPT-4o (2024-08-06) API pricing table include?
The GPT-4o (2024-08-06) API pricing table compares 103 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-4o (2024-08-06) API pricing?
Zhongzhuan Chat currently has the lowest listed GPT-4o (2024-08-06) price at $0.060/M across 103 providers.
Is GPT-4o (2024-08-06) API free?
GPT-4o (2024-08-06) does not currently have a free API tier on LMSpeed. All 103 providers charge per token.

Also known as

gpt-4o-2024-08-06

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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