o1-pro vs Inkling
| Signal | o1-pro | Delta | Inkling |
|---|---|---|---|
Capabilities | 83 | +17 | |
Benchmarks | 77 | +4 | |
Pricing | 5 | -91 | |
Context window size | 76 | -10 | |
Recency | 45 | -55 | |
Output Capacity | 83 | +63 | |
| Overall Result | 3 wins | of 6 | 3 wins |
Score History
73.2
current score
o1-pro
right now
72.6
current score
o1-pro
OpenAI
Inkling
thinkingmachines
Inkling saves you $44697.50/month
That's $536370.00/year compared to o1-pro at your current usage level of 100K calls/month.
| Metric | o1-pro | Inkling | Winner |
|---|---|---|---|
| Overall Score | 73 | 73 | o1-pro |
| Rank | #93 | #94 | o1-pro |
| Quality Rank | #93 | #94 | o1-pro |
| Adoption Rank | #93 | #94 | o1-pro |
| Parameters | -- | -- | -- |
| Context Window | 200K | 1049K | Inkling |
| Pricing | $150.00/$600.00/M | $1.00/$4.05/M | -- |
| Signal Scores | |||
| Capabilities | 83 | 67 | o1-pro |
| Benchmarks | 77 | 72 | o1-pro |
| Pricing | 5 | 96 | Inkling |
| Context window size | 76 | 86 | Inkling |
| Recency | 45 | 100 | Inkling |
| Output Capacity | 83 | 20 | 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 73/100 (rank #93), placing it in the top 68% of all 290 models tracked.
Scores 73/100 (rank #94), placing it in the top 68% of all 290 models tracked.
With only a 1-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 Inkling when you need:
- High-volume production workloads where API costs must be minimized
- Processing long documents or large codebases (1049K token context)
- Agentic applications using tool/function calling
- Step-by-step reasoning and chain-of-thought problem solving
- Self-hosted deployments where you need full control over the model
Inkling offers 99% better value per quality point. At 1M tokens/day, you'd spend $75.75/month with Inkling vs $11250.00/month with o1-pro - a $11174.25 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. Inkling also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (1049K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($4.05/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (73/100) 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 Inkling are extremely close in overall performance (only 0.6000000000000085 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
Inkling
99% 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 | Inkling |
|---|---|---|
| Vision (Image Input) | ||
| Function Callingdiffers | ||
| Streaming | ||
| JSON Modediffers | ||
| Reasoning | ||
| Web Searchdiffers | ||
| Image Output |
o1-pro
OpenAI
Inkling
thinkingmachines
Inkling saves you $983.34/month
That's 99% 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 | Inkling |
|---|---|---|
| Context Window | 200K | 1.0M |
| Max Output Tokens | 100,000 | -- |
| Open Source | No | Yes |
| Created | Mar 19, 2025 | Jul 17, 2026 |