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Inkling 2 Small vs o1-preview

Inkling 2 Small leads the LLM Stats Score 47.2 to 15.9. Inkling 2 Small is 55.3x cheaper per token.

Thinking Machines Lab · OpenAI · Updated for 2026

Which is better?

Inkling 2 Small leads the overall LLM Stats Score 47.2 to 15.9, ranking #39 overall.

In the 2 individual benchmarks reported for both models, Inkling 2 Small wins 2; this is a narrower head-to-head signal than the composite indexes.

On price, Inkling 2 Small is roughly 55.3x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Inkling 2 Small also accepts a larger context window (256,000 input tokens), making it the stronger choice for long documents and large codebases.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose Inkling 2 Small

  • overall performance matters — it scores 47.2 and ranks #39 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 2 of 2 exact shared results
  • cost matters — it's about 55.3x cheaper per token
  • you process long inputs — it offers a 256,000 token context window
  • you want the most recent training data — it shipped Nov 2026

Choose o1-preview

  • you want predictable pricing at $15.00/M input and $60.00/M output

At a glance

The differences that matter most.

Core performance indexes
47.2
#39
15.9
#262
47.9
#24
16.1
#254
36.3
#35
-4.0
#292
Cost, coverage & limits
Benchmark wins
2 of 2
0 of 2
Input price
$0.30 / M
$15.00 / M
Output price
$1.00 / M
$60.00 / M
Context window
256,000
128,000

Individual benchmarks

11 reported for Inkling 2 Small · 8 for o1-preview

2 shared

Inkling 2 Small outperforms in 2 benchmarks (GPQA, SWE-Bench Verified), while o1-preview is better at 0 benchmarks.

Inkling 2 Small significantly outperforms across most benchmarks.

Mon Nov 09 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Inkling 2 Small costs less

For input processing, Inkling 2 Small ($0.30/1M tokens) is 50.0x cheaper than o1-preview ($15.00/1M tokens).

For output processing, Inkling 2 Small ($1.00/1M tokens) is 60.0x cheaper than o1-preview ($60.00/1M tokens).

In conclusion, o1-preview is more expensive than Inkling 2 Small.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Mon Nov 09 2026 • llm-stats.com
Thinking Machines Lab
Inkling 2 Small
Input tokens$0.30
Output tokens$1.00
Best providerUnknown Organization
OpenAI
o1-preview
Input tokens$15.00
Output tokens$60.00
Best providerOpenAI
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

Inkling 2 Small accepts 256,000 input tokens compared to o1-preview's 128,000 tokens. Only o1-preview specifies output context (32,768 tokens).

Thinking Machines Lab
Inkling 2 Small
Input256,000 tokens
Output- tokens
OpenAI
o1-preview
Input128,000 tokens
Output32,768 tokens
Mon Nov 09 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Inkling 2 Small supports multimodal inputs, whereas o1-preview does not.

Inkling 2 Small can handle both text and other forms of data like images, making it suitable for multimodal applications.

Inkling 2 Small

Text
Images
Audio
Video

o1-preview

Text
Images
Audio
Video

License

Usage and distribution terms

Both models are licensed under proprietary licenses.

Both models have usage restrictions defined by their respective organizations.

Inkling 2 Small

Proprietary

Closed source

o1-preview

Proprietary

Closed source

Release Timeline

When each model was launched

Inkling 2 Small was released on 2026-11-05, while o1-preview was released on 2024-09-12.

Inkling 2 Small is 26 months newer than o1-preview.

Inkling 2 Small

Nov 5, 2026

3 days ago

2.1yr newer
o1-preview

Sep 12, 2024

2.2 years ago

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Provider Availability

Inkling 2 Small is available from Thinking Machines Lab. o1-preview is available from OpenAI, Azure.

Inkling 2 Small

thinking-machines logo
Unknown Organization
Input Price:Input: $0.30/1MOutput Price:Output: $1.00/1M

o1-preview

openai logo
OpenAI
Input Price:Input: $15.00/1MOutput Price:Output: $60.00/1M
azure logo
Azure
Input Price:Input: $16.50/1MOutput Price:Output: $66.00/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Inkling 2 Small and o1-preview side-by-side, then vote on the output you prefer.

Inkling 2 Small
✓ Preferred
o1-preview
Open in Playground

FAQ

Common questions about Inkling 2 Small vs o1-preview.

Which is better, Inkling 2 Small or o1-preview?

Inkling 2 Small leads the LLM Stats Score 47.2 to 15.9. Inkling 2 Small is made by Thinking Machines Lab and o1-preview is made by OpenAI. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Inkling 2 Small compare to o1-preview in benchmarks?

Inkling 2 Small scores GPQA: 93.0%, BrowseComp: 90.2%, CharXiv-R: 85.6%, MCP Atlas: 85.0%, SWE-Bench Verified: 82.2%. o1-preview scores MGSM: 90.8%, MMLU: 90.8%, MATH: 85.5%, GPQA: 73.3%, LiveBench: 52.3%.

Is Inkling 2 Small cheaper than o1-preview?

Inkling 2 Small is 50.0x cheaper for input tokens. Inkling 2 Small costs $0.30/M input and $1.00/M output via thinking-machines. o1-preview costs $15.00/M input and $60.00/M output via openai.

What are the context window sizes for Inkling 2 Small and o1-preview?

Inkling 2 Small supports 256K tokens and o1-preview supports 128K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Inkling 2 Small and o1-preview?

Key differences include LLM Stats Score (47.2 vs 15.9), context window (256K vs 128K), input pricing ($0.30 vs $15.00/M), multimodal support (yes vs no). See the full comparison above for benchmark-by-benchmark results.

Who makes Inkling 2 Small and o1-preview?

Inkling 2 Small is developed by Thinking Machines Lab and o1-preview is developed by OpenAI.