Model Profile: GPT-4o (OpenAI)

Learn about OpenAI's GPT-4o, its native multimodal capabilities (text, image, audio), enhanced speed, cost-efficiency, and ideal use cases for Mates on the allmates.ai platform.

Last updated 8 months ago

Tagline: OpenAI's natively multimodal model balancing speed, intelligence, and cost.


📊 At a Glance

  • Primary Strength: Native Multimodality (Text, Vision, Audio), Speed, Cost-Efficiency for its capabilities.

  • Performance Profile:

    • 🧠 Intelligence: 🟢 Higher

    • ⏱️ Speed: 🟢 Faster (than previous GPT-4 class models)

    • 💲 Cost: 🟡 Medium (more affordable than GPT-4.1 for many tasks)

  • Key Differentiator: Seamlessly processes and generates across text, audio, and vision.

  • allmates.ai Recommendation: Excellent for Mates requiring versatile input/output, real-time interaction, and strong general capabilities without the premium cost of GPT-4.1.


📖 Overview

GPT-4o ("o" for "omni") is OpenAI's flagship natively multimodal model, designed to understand and generate a combination of text, audio, and image inputs and outputs. It matches GPT-4 Turbo-level performance on text and coding tasks while being significantly faster and more cost-effective.

GPT-4o excels at vision and audio understanding compared to previous models, making it a versatile choice for a wide range of applications requiring interaction with different types of data.


🛠️ Key Specifications

Feature Detail

Provider

OpenAI

Model Series/Family

GPT-4

Context Window

128,000 tokens

Max Output Tokens

Typically 4,096 tokens (can vary by specific endpoint/configuration)

Knowledge Cutoff

October 2023 (Information from "LLM Model Profiles" for GPT-4o Mini implies a later cutoff than GPT-4.0, but this might need verification for the full 4o)

Architecture

Natively Multimodal Transformer-based


🔀 Modalities

  • Input Supported:

    • Text

    • Images

    • Audio

  • Output Generated:

    • Text

    • Audio (via specific OpenAI endpoints/tools, not directly as Mate output on allmates.ai unless through a Tool)

    • Notes: Can generate text and, through specific interfaces, audio. Image generation is separate.


⭐ Core Capabilities Assessment

  • Reasoning & Problem Solving: ⭐⭐⭐⭐✰ (Very Strong)

    • Strong general reasoning; handles everyday problems and follows instructions well.

  • Writing & Content Creation: ⭐⭐⭐⭐✰ (Very Strong)

    • Produces coherent and contextually relevant content; good for emails, articles, and conversational text.

  • Coding & Development: ⭐⭐⭐✰✰ (Good)

    • Competent for many coding tasks, assisting with scripts and explaining concepts.

  • Mathematical & Scientific Tasks: ⭐⭐⭐✰✰ (Good)

    • Handles standard arithmetic and explains scientific concepts at a high level.

  • Instruction Following: ⭐⭐⭐✰✰ (Good)

    • Follows instructions well, especially for common tasks.

  • Factual Accuracy & Knowledge: ⭐⭐⭐⭐✰ (Very Strong)

    • Good general knowledge base; verify critical information, especially post-cutoff.


🚀 Performance & 💰 Cost

  • Speed / Latency: Faster

    • Significantly faster than previous GPT-4 class models, enabling more real-time interactions.

  • Pricing Tier (on allmates.ai): Medium

    • Generally more cost-effective than GPT-4.1, especially for multimodal tasks.


✨ Key Features & Strengths

  • Native Multimodality: Seamlessly understands and discusses text, images, and audio.

  • Improved Speed & Cost: Offers GPT-4 level intelligence at a faster speed and lower price point.

  • Enhanced Vision & Audio Understanding: Superior capabilities in interpreting visual and auditory information.

  • Strong General Performance: High capability across a wide range of text and coding tasks.


🎯 Ideal Use Cases on allmates.ai

  • Multimodal Interactions: Mates that need to understand user-uploaded images or screenshots alongside text queries.

  • Real-time Conversational Agents: Customer support or internal assistant Mates requiring quick responses.

  • Content Summarization & Analysis (Text & Image): Analyzing documents that include charts or diagrams.

  • General Purpose Mates: When a balance of strong capability, speed, and cost is needed for diverse tasks.

  • Accessibility Applications: Mates that can describe images or process audio inputs for users.


⚠️ Limitations & Considerations

  • Specialized Tasks: While broadly capable, for extremely deep or niche reasoning/coding, GPT-4.1 or specialized models might still have an edge.

  • Knowledge Cutoff: Information is limited to events before its training cutoff date (verify specific date).

  • Output Modalities on allmates.ai: While GPT-4o can generate audio, Mates on allmates.ai primarily output text unless a specific Tool is used.


🏷️ Available Versions & Snapshots (on allmates.ai)

  • gpt-4o (Alias pointing to the latest recommended version)

  • gpt-4o-[date-snapshot] (Specific snapshot if provided by OpenAI/allmates.ai for consistency)