OpenAI: GPT-4o (batch)
GPT-4o from OpenAI is designed to handle text, image, and file inputs within an extensive context length of 128,000 tokens and supports tools for enhanced functionality. However, it lacks reasoning capabilities and does not offer structured output. GPT-4o's blended benchmark score stands at 35.0 across two independent evaluations, making it a solid choice for those needing versatile input handling but prioritizing lower benchmark scores in their selection criteria. Given its pricing of $1.25 per million input tokens and $5.0 per million output tokens, it might be best suited for users who require access to multiple modalities without the need for high reasoning or structured output features.
Benchmark results
Independent, published benchmarks. Blended score 35.0 across 2 benchmarks, last refreshed 2026-08-13. How scoring works →
| Benchmark | Measures | Score |
|---|---|---|
| Aider Polyglot | code editing across languages | 45.3 |
| AI Index | broad capability composite | 18.3 |
- Model ID
- openai/gpt-4o:batch
- Vendor
- openai
- Released
- May 2024
- Tokenizer
- GPT
- Input Modalities
- text, image, file
- Output Modalities
- text
- Max Output
- 16,384 tokens
- Tool Calling
- ✓ supported
- Structured Output
- ✓ supported
- Reasoning Mode
- not supported
- Vision
- ✓ accepts images
- Audio
- no
- Moderated
- yes
What it costs in practice
Computed from the current $1.25/M input and $5.00/M output rates. Run your own numbers →
| Job | Tokens | Cost |
|---|---|---|
| Summarize a 50-page report | 30k in / 1.5k out | $0.04 |
| Classify 1,000 customer emails | 500k in / 50k out | $0.88 |
| A month of a busy support chatbot | 5M in / 2M out | $16.25 |
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Quick answers
- How much does OpenAI: GPT-4o (batch) cost?
- $1.25 per million input tokens and $5.00 per million output tokens.
- What is OpenAI: GPT-4o (batch)'s context window?
- 128,000 tokens, roughly 192 pages of text in a single request.
- Does OpenAI: GPT-4o (batch) support tool calling?
- It supports tool calling, structured output.
- Can OpenAI: GPT-4o (batch) process images?
- Yes, it accepts image input.