inclusionAI: Ling-2.6-flash vs OpenAI: o1-pro
Here is how inclusionAI: Ling-2.6-flash and OpenAI: o1-pro compare on specs and pricing. inclusionAI: Ling-2.6-flash is cheaper on input tokens at $0.01/1M vs $150/1M for OpenAI: o1-pro. inclusionAI: Ling-2.6-flash offers the larger context window at 262K tokens.
inclusionAI: Ling-2.6-flash vs OpenAI: o1-pro: which should you use?
Choose inclusionAI: Ling-2.6-flash if…
- It sees more real traffic — #37 overall on OpenRouter's weekly ranking.
- Cheaper to read — $0.01 vs $150 per 1M input tokens, which is what dominates long-prompt and RAG workloads.
- Cheaper to write — $0.03 vs $600 per 1M output tokens, the line item that decides generation-heavy costs.
- Bigger context window — 262K vs 200K tokens.
- It is the newer model — released Apr 2026 against Mar 2025.
Choose OpenAI: o1-pro if…
- It accepts image, file input, which inclusionAI: Ling-2.6-flash does not.
Spec Comparison
| Spec | inclusionAI: Ling-2.6-flash | OpenAI: o1-pro |
|---|---|---|
| Author | inclusionai | openai |
| Input price (per 1M tokens) | $0.01 | $150 |
| Output price (per 1M tokens) | $0.03 | $600 |
| Context window | 262K | 200K |
| Input modalities | text | text, image, file |
| Output modalities | text | text |
| AA Intelligence | 14.2 | — |
| AA Coding | 25.3 | — |
| AA Agentic | 2.3 | — |
| Released | Apr 2026 | Mar 2025 |
What inclusionAI: Ling-2.6-flash and OpenAI: o1-pro actually cost to run
On a read-heavy job — 1M tokens in, 100K out — inclusionAI: Ling-2.6-flash costs $0.01 and OpenAI: o1-pro costs $210.
Flip the shape — 100K in, 1M out — and it becomes $0.03 for inclusionAI: Ling-2.6-flash versus $615 for OpenAI: o1-pro.
Both figures are the published per-token rates multiplied out; caching and batch discounts are not included.
Usage Rank by Task
| Task | inclusionAI: Ling-2.6-flash | OpenAI: o1-pro |
|---|---|---|
| Overall | #37 | — |
| Data Extraction | #9 | — |
About inclusionAI: Ling-2.6-flash and OpenAI: o1-pro
inclusionAI: Ling-2.6-flash
Built by inclusionai · released Apr 2026 · 262K-token context
Ling-2.6-flash is an instant (instruct) model from inclusionAI with 104B total parameters and 7.4B active parameters, designed for real-world agents that require fast responses, strong execution, and high token efficiency....
OpenAI: o1-pro
Built by openai · released Mar 2025 · 200K-token context
The o1 series of models are trained with reinforcement learning to think before they answer and perform complex reasoning. The o1-pro model uses more compute to think harder and provide...
Related comparisons
- inclusionAI: Ling-2.6-flash vs DeepSeek: DeepSeek V4 Flash 0731
- inclusionAI: Ling-2.6-flash vs Tencent: Hy3
- inclusionAI: Ling-2.6-flash vs OpenAI: GPT-5.6 Luna (batch)
- OpenAI: o1-pro vs DeepSeek: DeepSeek V4 Flash 0731
- OpenAI: o1-pro vs Tencent: Hy3
- OpenAI: o1-pro vs OpenAI: GPT-5.6 Luna (batch)
Get notified when inclusionAI: Ling-2.6-flash or OpenAI: o1-pro moves
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FAQ
Which is better, inclusionAI: Ling-2.6-flash or OpenAI: o1-pro?
Here is how inclusionAI: Ling-2.6-flash and OpenAI: o1-pro compare on specs and pricing. inclusionAI: Ling-2.6-flash is cheaper on input tokens at $0.01/1M vs $150/1M for OpenAI: o1-pro. inclusionAI: Ling-2.6-flash offers the larger context window at 262K tokens.
Which is cheaper, inclusionAI: Ling-2.6-flash or OpenAI: o1-pro?
inclusionAI: Ling-2.6-flash is cheaper at $0.01 per 1M input tokens. Output pricing: inclusionAI: Ling-2.6-flash $0.03, OpenAI: o1-pro $600.
Usage ranks are weekly data aggregated by OpenRouter. Prices are USD per 1M tokens.