OpenAI
·Released on Nov 20, 2024

GPT-4o API Benchmarks, Pricing & Provider Data

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GPT-4o benchmark, API pricing, and provider data cover 1298 API providers, with prices starting at $0.0066/request. GPT-4o free API options are available from 15 providers. The page also shows measured API speed and first-token latency.

OpenAI GPT-4o is a multimodal flagship model with fast text, vision, and audio understanding, optimized for real-time chat, coding assistants, and production API workloads.

Quality
#91of 100
43.0
LMSpeed score
Speed
82char/s
3.44 s
Cost
#151of 181
$0.0066/ 1M · 8:1 in:out
$0.0011 in · $0.0055 out

Category Performance

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

Coverage
6 / 8
Methodology
V3.0
Category PerformanceObserved-capability estimates with uncertainty reported separately from independent benchmark families.Agents39Coding46Reasoning39.9Knowledge49Math42.2Multilingual-Multimodal-Instruction following41.6
#1Knowledge49Provisional1/4 Measured dimensions
80% interval: 33.065.0
broad knowledge49
aa_omniscience · aa_omniscience_index
professional knowledgePrior only
factualityPrior only
retrieval open bookPrior only
#2Coding46Provisional1/4 Measured dimensions
80% interval: 32.159.9
code generation46
livecodebench · livecodebench / scicode · scicode
repository engineeringPrior only
debugging testingPrior only
tooling qualityPrior only
#3Math42.2Estimated3/4 Measured dimensions
80% interval: 33.051.5
foundational math46.8
math_500 · math_500
competition math45.2
aime · aime
proof frontier34.7
frontiermath · frontier_math_v2_tiers13
applied tool mathPrior only
#4Instruction following41.6Provisional1/4 Measured dimensions
80% interval: 25.657.6
constraint followingPrior only
structured outputPrior only
novel instruction generalization41.6
ifbench · aa_if_bench
long multiturn instructionPrior only
#5Reasoning39.9RatedGlobal rank #613/4 Measured dimensions
80% interval: 31.248.5
abstract logicPrior only
scientific causal40.1
critpt · critpt / gpqa · gpqa / hle · hle
multistep constraints49.4
mmlu_pro · mmlu_pro
evidence verification30.2
lcr · lcr
#6Agents39Provisional1/4 Measured dimensions
80% interval: 23.055.0
planningPrior only
tool use39
tau · tau2_bench
environment executionPrior only
recovery reliabilityPrior only
No data:MultilingualMultimodal

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
Nov 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

It's decent at

Falls behind in

Detailed scores

Updated: Sep 1, 2026

Overall

undefined metric} other undefined metrics}}

Overall score43.0#91 / 100
Overall score
LMSpeed rank#91
Score43.0
UpdatedAug 20, 2026
Confidence1

Pricing

undefined metric} other undefined metrics}}

Input price$2.50/M#151 / 181Output price$10.00/M#139 / 181
Input price
LMSpeed rank#151
Score$2.50/M
UpdatedSep 1, 2026
Confidence4
Output price
LMSpeed rank#139
Score$10.00/M
UpdatedSep 1, 2026
Confidence4

Agents

V3.0

undefined metric} other undefined metrics}} · Provisional

Score3980% interval23.0–55.01/4 Measured dimensionsΤ²-bench results25.1#73 / 82
Dimensions and evidence
Planning & decompositionPrior only
Tool use39
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
tau · tau2_bench · z -1.58 · q 1.00
Environment & long-horizon executionPrior only
Recovery & completion reliabilityPrior only
Τ²-bench resultsV3 evidence
LMSpeed rank#73
Score25.1
UpdatedAug 20, 2026
Confidence1

Coding

V3.0

undefined metric} other undefined metrics}} · Provisional

Score4680% interval32.1–59.91/4 Measured dimensionsLiveCodeBench30.9%#88 / 115SciCode33.3%#138 / 206
Dimensions and evidence
Code generation46
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
livecodebench · livecodebench · z -0.15 · q 1.00
scicode · scicode · z -0.43 · q 1.00
Repository engineeringPrior only
Debugging & testingPrior only
Tool-assisted development & qualityPrior only
LiveCodeBenchV3 evidence
LMSpeed rank#88
Score30.9%
UpdatedSep 1, 2026
Confidence4
SciCodeV3 evidence
LMSpeed rank#138
Score33.3%
UpdatedSep 1, 2026
Confidence4
AA-SciCodeV3 evidence
LMSpeed rank#91
Score33.3
UpdatedAug 20, 2026
Confidence1

Reasoning

V3.0

undefined metric} other undefined metrics}} · Rated

Score39.9#6180% interval31.2–48.53/4 Measured dimensionsMMLU-Pro74.8%#90 / 129GPQA54.3%#179 / 213
Dimensions and evidence
Abstract logicPrior only
Scientific & causal reasoning40.1
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
critpt · critpt · z -0.72 · q 1.00
gpqa · gpqa · z -1.11 · q 1.00
hle · hle · z -1.15 · q 1.00
Multi-step constraints49.4
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
mmlu_pro · mmlu_pro · z -0.29 · q 1.00
Evidence integration & verification30.2
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
lcr · lcr · z -3.00 · q 1.00
MMLU-ProV3 evidence
LMSpeed rank#90
Score74.8%
UpdatedSep 1, 2026
Confidence4
GPQAV3 evidence
LMSpeed rank#179
Score54.3%
UpdatedSep 1, 2026
Confidence4
HLEV3 evidence
LMSpeed rank#208
Score2.4%
UpdatedSep 1, 2026
Confidence4

Knowledge

V3.0

undefined metric} other undefined metrics}} · Provisional

Score4980% interval33.0–65.01/4 Measured dimensionsArtificial Analysis Intelligence Index11.1#101 / 111AA-GPQA Diamond54.3#102 / 108
Dimensions and evidence
Broad knowledge49
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
aa_omniscience · aa_omniscience_index · z -0.22 · q 1.00
Professional knowledgePrior only
FactualityPrior only
Retrieval & open-book usePrior only
Artificial Analysis Intelligence IndexV3 evidence
LMSpeed rank#101
Score11.1
UpdatedAug 20, 2026
Confidence1
AA-GPQA Diamond
LMSpeed rank#102
Score54.3
UpdatedAug 20, 2026
Confidence1
AA-HLE
LMSpeed rank#108
Score2.4
UpdatedAug 20, 2026
Confidence1
AA-Omniscience Accuracy
LMSpeed rank#86
Score19.9
UpdatedAug 20, 2026
Confidence1
AA-Omniscience Hallucination Rate
LMSpeed rank#86
Score37.9
UpdatedAug 20, 2026
Confidence1

Math

V3.0

undefined metric} other undefined metrics}} · Estimated

Score42.280% interval33.0–51.53/4 Measured dimensionsAIME15.0%#50 / 68MATH-50075.9%#55 / 73
Dimensions and evidence
Foundational math46.8
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
math_500 · math_500 · z -0.39 · q 1.00
Competition math45.2
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
aime · aime · z -0.67 · q 1.00
Advanced proofs34.7
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
frontiermath · frontier_math_v2_tiers13 · z -2.39 · q 1.00
Applied & tool-assisted mathPrior only
AIMEV3 evidence
LMSpeed rank#50
Score15.0%
UpdatedSep 1, 2026
Confidence4
MATH-500V3 evidence
LMSpeed rank#55
Score75.9%
UpdatedSep 1, 2026
Confidence4
Math score
LMSpeed rank#60
Score25.2
UpdatedAug 20, 2026
Confidence1
FrontierMath v2 (Tiers 1-3)V3 evidence
LMSpeed rank#47
Score0.3
UpdatedAug 20, 2026
Confidence1

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

80% interval30.8–69.20/4 Measured dimensionsDesign Arena Website842.0#74 / 75
Dimensions and evidence
Perception & OCRPrior only
Document & spatial understandingPrior only
Visual reasoningPrior only
Video & grounded actionPrior only
Design Arena Website
LMSpeed rank#74
Score842.0
UpdatedAug 20, 2026
Confidence1

Instruction following

V3.0

undefined metric} other undefined metrics}} · Provisional

Score41.680% interval25.6–57.61/4 Measured dimensionsAA-IFBench34.3#80 / 84
Dimensions and evidence
Constraint followingPrior only
Structured outputPrior only
Novel-instruction generalization41.6
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
ifbench · aa_if_bench · z -1.39 · q 1.00
Multi-turn & long instructionsPrior only
AA-IFBenchV3 evidence
LMSpeed rank#80
Score34.3
UpdatedAug 20, 2026
Confidence1

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
OpenAI
openai
$2.50/M$10/M99.9%undefined tokens / undefined tokens
Azure
azure
$2.50/M$10/M99.3%undefined tokens / undefined tokens

Pricing Comparison

Compare GPT-4o API pricing across 1283 providers. Prices range from $0.0066/request to $105.00/M. 柏拉图AI offers the lowest rate at $0.0066/request. 15 providers offer free API credits or a free tier.

ProviderHealthModel VariantGroupInput ($/M)Output ($/M)Speed (t/s)First tokenAudit
L1
99%
gpt-4o-2024-11-20
default
$2.50/M
Cache read$1.25/M
$10.00/M
88.0 t/s
1.59 s
L1
99%
gpt-4o-2024-08-06
default
$2.50/M
Cache read$1.25/M
$10.00/M
L1
99%
gpt-4o
default
$2.50/M
Cache read$1.25/M
$10.00/M
L1
99%
gpt-4o-2024-05-13
default
$5.00/M
$15.00/M
L1
99%
gpt-4o-all
default
$30.00/M
$60.00/M
L1
100%
gpt-4o
default
-93%$0.171/M
Cache read$0.086/M
-93%$0.685/M
57.6 t/s
2.58 s
L1
100%
gpt-4o-2024-11-20
default
-93%$0.171/M
Cache read$0.086/M
-93%$0.685/M
L1
100%
gpt-4o-2024-08-06
default
-93%$0.171/M
Cache read$0.086/M
-93%$0.685/M
L1
100%
gpt-4o-2024-05-13
default
-86%$0.342/M
-90%$1.03/M
L1
100%
gpt-4o
default
-86%$0.342/M
-86%$1.37/M
48.2 t/s
13.14 s
L1
100%
gpt-4o-2024-11-20
default
-86%$0.342/M
-86%$1.37/M
L1
100%
gpt-4o-2024-08-06
default
-86%$0.342/M
-86%$1.37/M
L1
100%
gpt-4o-2024-05-13
default
-73%$0.685/M
-79%$2.05/M
L1
100%
gpt-4o-all
default
-73%$0.685/M
-79%$2.05/M
L1
100%
gpt-4o
default
-96%$0.103/M
Cache read$0.051/M
-96%$0.411/M
39.7 t/s
2.99 s
L1
100%
gpt-4o-2024-11-20
default
-96%$0.103/M
Cache read$0.051/M
-96%$0.411/M
L1
100%
gpt-4o-2024-08-06
default
-96%$0.103/M
Cache read$0.051/M
-96%$0.411/M
L1
100%
gpt-4o-2024-05-13
default
-92%$0.205/M
-94%$0.616/M
L1
100%
gpt-4o-2024-08-06
default
$2.50/M
$10.00/M
L1
100%
gpt-4o
default
$2.50/M
$10.00/M
Showing 20 model IDs of 212.

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Frequently Asked Questions

What benchmark data does GPT-4o include?
LMSpeed shows GPT-4o benchmark context, API price, output speed, first-token latency, and provider data across 1298 providers when those signals are available.
What is the GPT-4o API price?
GPT-4o has pricing from 1298 providers, ranging from $0.0066/request to $105.00/M. 柏拉图AI has the lowest listed price.
What does the GPT-4o API pricing table include?
The GPT-4o API pricing table compares 1298 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 API pricing?
柏拉图AI currently has the lowest listed GPT-4o price at $0.0066/request across 1298 providers.
Can I compare GPT-4o API price and speed together?
Yes. LMSpeed shows GPT-4o API price, output speed, first-token latency, and provider health on the same page so you can compare cost and performance together.
Is GPT-4o API free?
Yes, GPT-4o free API options are available through 15 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-4o free API access?
LMSpeed currently lists 15 free API providerundefined other undefined} for GPT-4o: 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

GPT-4ocopilot/gpt-4ocopilot/gpt-4o-2024-05-13copilot/gpt-4o-2024-08-06copilot/gpt-4o-2024-11-20

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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