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Introducing Respan Router
OpenAI

OpenAI: Foundation Models

Founded 2015|San Francisco, California|1001-5000 people|Usage-based

What is OpenAI?

Key features

Core capabilities this platform advertises.

  • GPT-4o and GPT-4 Turbo frontier models
  • Function calling and structured outputs
  • Fine-tuning API
  • DALL-E image generation
  • Whisper speech-to-text

Strengths and tradeoffs

What this tool does well, and the limitations to keep in mind.

Pros

  • Broadest range of AI models under one API (text, reasoning, image, audio)
  • Well-documented API with simple SDKs and minimal learning curve
  • State-of-the-art model quality across GPT and o-series reasoning models
  • Fastest path from idea to working prototype with agent-native APIs
  • API inputs not used for model training by default

Cons

  • High cost at scale, especially for output-heavy workloads
  • Vendor lock-in to OpenAI ecosystem and tooling
  • History of API deprecations creating migration risk
  • Data privacy and transparency concerns for regulated industries

Plans & pricing

What's included in each plan, and how the tiers compare.

Free Tier

$0

 

  • $100 monthly spending cap
  • Basic rate limits
  • Access to GPT-3.5 Turbo

Tier 1

Pay-as-you-go

 

  • $5+ spend to qualify
  • $100 monthly cap
  • GPT-4o at $2.50/$10 per 1M tokens

Tier 2-4

Pay-as-you-go

 

  • $50-$250+ spend to qualify
  • Up to $5,000 monthly cap
  • Higher rate limits

Tier 5

Pay-as-you-go

 

  • $1,000+ spend to qualify
  • $200,000 monthly cap
  • Maximum rate limits
View official pricing page

Common use cases

Developers and enterprises building AI-powered applications across all industries

  • General-purpose text generation and chat
  • Code generation and debugging
  • Content creation and summarization
  • Multi-modal applications with vision and audio
  • Enterprise knowledge assistants

Using OpenAI with Respan

Respan acts as a unified gateway for OpenAI API calls, providing real-time observability, cost tracking, and intelligent routing. Teams can monitor token usage, latency, and error rates across all OpenAI models while enabling automatic fallback to alternative providers when OpenAI experiences outages.

  • Real-time cost tracking across all OpenAI models
  • Automatic fallback routing when OpenAI is down
  • Compare OpenAI model performance against alternatives
  • Cache repeated queries to reduce OpenAI API costs

Run OpenAI in production with Respan

10KFree traces/mo
1,000+Models
5 minSetup

Respan lets you trace LLM and agent calls across any model or framework, A/B test prompts on production traffic, and route requests across 1,000+ models through one gateway.

Try Respan free

Best OpenAI alternatives & competitors

Top companies in Foundation Models you can use instead of OpenAI.

OpenAI models and API status

Live API status, the current flagship model and how OpenAI's models compare, from the Respan model hub.

Compare OpenAI

Side-by-side comparisons with other tools in this category.

Best integrations for OpenAI

Companies from adjacent layers in the AI stack that work well with OpenAI.

Last verified: February 28, 2026