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GPT-4o (Aug '24)

OpenAIGPTProprietary

Description

GPT-4o ('o' for 'omni') is a multimodal AI model that accepts text, audio, image, and video inputs, and generates text, audio, and image outputs. It matches GPT-4 Turbo performance on text and code, with improvements in non-English languages, vision, and audio understanding.

Release Date
2024-08-06
Parameters
Context Length
128K
Modalities
file, image, text

Capability Radar

15
general
24
coding
40
reasoning
36
scienceest.
50
agents
90
multimodal

Science uses a reasoning proxy when dedicated science benchmarks are unavailable.

Rankings

Domain#RankScoreSource
Code Ranking265
30.0
AA
General Ranking377
28.0
AA
Math Reasoning196
46.0
AA
Multimodal Ranking27
81.0
LS
Reasoning94
37.0
LS
Science290
37.0
AA

Benchmark Scores (LLM Stats)

Biology

GPQA70.1%SR

Code

SWE-Bench Verified33.2%SR
SWE-Lancer32.6%SR
Aider-Polyglot30.7%SR
Aider-Polyglot Edit18.2%SR
SWE-Lancer (IC-Diamond subset)12.4%SR

Communication

Tau2 Retail63.4%SR
Multi-IF60.9%SR
TAU-bench Retail60.3%SR
Tau2 Airline45.5%SR
TAU-bench Airline42.8%SR
Multi-Challenge40.3%SR
Tau2 Telecom23.5%SR

Factuality

SimpleQA38.2%SR

Finance

MMLU85.7%SR
MMLU-Pro74.7%SR

General

MMMLU81.4%SR
IFEval81.0%SR
MMMU72.2%SR
MMMU-Pro59.9%SR
Internal API instruction following (hard)29.2%SR

Healthcare

VideoMMMU61.2%SR

Image To Text

DocVQA92.8%SR

Language

COLLIE61.0%SR

Long Context

EgoSchema72.2%SR
ComplexFuncBench66.5%SR
OpenAI-MRCR: 2 needle 128k31.9%SR

Math

MathVista61.4%SR
AIME 202413.1%SR
Humanity's Last Exam5.3%SR

Multimodal

AI2D94.2%SR
ChartQA85.7%SR
CharXiv-D85.3%SR
CharXiv-R58.8%SR

Reasoning

Graphwalks BFS <128k41.7%SR
Graphwalks parents <128k35.4%SR
ERQA35.2%SR

Video

ActivityNet61.9%SR

AA Evaluation Indices

Intelligence Index
18.6
Coding Index
16.6
Math 500
0.8
Gpqa
0.5
Ifbench
0.4
Lcr
0.3
Scicode
0.3
Livecodebench
0.3
Tau2
0.3
Aime
0.1
Terminalbench Hard
0.1
Hle
0.0

LLM Stats Category Scores

Image To Text
90
Finance
80
Legal
80
Vision
70
Biology
70
Chemistry
70
Healthcare
70
Instruction Following
70
Language
70
Multimodal
70
Physics
70
Structured Output
60
Writing
60
General
60
Long Context
60
Tool Calling
50
Communication
50
Math
50
Reasoning
50
Spatial Reasoning
40
Factuality
40
Code
30
Frontend Development
30

Pricing

Input Price$2.5 / 1M tokens
Output Price$10 / 1M tokens
Blended Price (3:1)$4.375 / 1M tokens

Speed

Tokens/sec102.1 tokens/s
Time to First Token0.65s
Time to Answer0.65s

Available Providers

(LS internal units)
ProviderInput PriceOutput Price
OpenAI2.5M10.0M
Azure2.5M10.0M

External Sources