o1-pro vs o1-pro (batch)
| Signal | o1-pro | Delta | o1-pro (batch) |
|---|---|---|---|
Capabilities | 83 | -- | |
Benchmarks | 77 | -- | |
Pricing | 5 | -- | |
Context window size | 84 | -- | |
Recency | 41 | -- | |
Output Capacity | 83 | -- | |
| Overall Result | 0 wins | of 6 | 0 wins |
Score History
73.6
current score
Tied
right now
73.6
current score
o1-pro
OpenAI
o1-pro (batch)
OpenAI
o1-pro (batch) saves you $22500.00/month
That's $270000.00/year compared to o1-pro at your current usage level of 100K calls/month.
| Metric | o1-pro | o1-pro (batch) | Winner |
|---|---|---|---|
| Overall Score | 74 | 74 | -- |
| Rank | #139 | #140 | o1-pro |
| Quality Rank | #139 | #140 | o1-pro |
| Adoption Rank | #139 | #140 | o1-pro |
| Parameters | -- | -- | -- |
| Context Window | 200K | 200K | -- |
| Pricing | $150.00/$600.00/M | $75.00/$300.00/M | -- |
| Signal Scores | |||
| Capabilities | 83 | 83 | o1-pro |
| Benchmarks | 77 | 77 | o1-pro |
| Pricing | 5 | 5 | o1-pro |
| Context window size | 84 | 84 | o1-pro |
| Recency | 41 | 41 | o1-pro |
| Output Capacity | 83 | 83 | o1-pro |
Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Learn more about our methodology.
Scores 74/100 (rank #139), placing it in the top 52% of all 290 models tracked.
Scores 74/100 (rank #140), placing it in the top 52% of all 290 models tracked.
With only a 0-point gap, these models are in the same performance tier. The practical difference in output quality is minimal - your choice should depend on pricing, latency requirements, and specific feature needs.
Choose o1-pro when you need:
- Step-by-step reasoning and chain-of-thought problem solving
Choose o1-pro (batch) when you need:
- High-volume production workloads where API costs must be minimized
- Step-by-step reasoning and chain-of-thought problem solving
o1-pro (batch) offers 50% better value per quality point. At 1M tokens/day, you'd spend $5625.00/month with o1-pro (batch) vs $11250.00/month with o1-pro - a $5625.00 monthly difference.
Both models have comparable response speeds. For most applications, the latency difference is negligible.
When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.
Code generation & review
Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring
Customer support chatbot
Suitable for user-facing chat with competitive response times. o1-pro (batch) also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (200K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($300.00/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (74/100) correlates with better nuance, coherence, and style in long-form content
Image understanding & OCR
Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly
o1-pro and o1-pro (batch) are extremely close in overall performance (only 0 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.
By Use Case
Best for Quality
o1-pro
Marginally better benchmark scores; both are excellent
Best for Cost
o1-pro (batch)
50% lower pricing; better value at scale
Best for Reliability
o1-pro
Higher uptime and faster response speeds
Best for Prototyping
o1-pro
Stronger community support and better developer experience
Best for Production
o1-pro
Wider enterprise adoption and proven at scale
by OpenAI
- Choose for Quality - Marginally better benchmark scores; both are excellent
- Choose for Reliability - Higher uptime and faster response speeds
- Choose for Prototyping - Stronger community support and better developer experience
- Choose for Production - Wider enterprise adoption and proven at scale
| Capability | o1-pro | o1-pro (batch) |
|---|---|---|
| Vision (Image Input) | ||
| Function Calling | ||
| Streaming | ||
| JSON Mode | ||
| Reasoning | ||
| Web Search | ||
| Image Output |
o1-pro
OpenAI
o1-pro (batch)
OpenAI
o1-pro (batch) saves you $495.00/month
That's 50% cheaper than o1-pro at 1,000 tokens/request and 100 requests/day.
Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.
| Parameter | o1-pro | o1-pro (batch) |
|---|---|---|
| Context Window | 200K | 200K |
| Max Output Tokens | 100,000 | 100,000 |
| Open Source | No | No |
| Created | Mar 19, 2025 | Mar 19, 2025 |