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GPT-4.1 mini vs Inkling 2 Small

Inkling 2 Small leads the LLM Stats Score 47.1 to 13.2. Inkling 2 Small is 1.5x cheaper per token.

OpenAI · Thinking Machines Lab · Updated for 2026

Which is better?

Inkling 2 Small leads the overall LLM Stats Score 47.1 to 13.2, ranking #41 overall.

In the 4 individual benchmarks reported for both models, Inkling 2 Small wins 4; this is a narrower head-to-head signal than the composite indexes.

On price, Inkling 2 Small is roughly 1.5x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

GPT-4.1 mini also accepts a larger context window (1,047,576 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 GPT-4.1 mini

  • you process long inputs — it offers a 1,047,576 token context window

Choose Inkling 2 Small

  • overall performance matters — it scores 47.1 and ranks #41 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 4 of 4 exact shared results
  • cost matters — it's about 1.5x cheaper per token
  • you want the most recent training data — it shipped Nov 2026

At a glance

The differences that matter most.

Core performance indexes
13.2
#285
47.1
#41
13.1
#276
47.8
#26
-3.9
#292
36.2
#35
Cost, coverage & limits
Benchmark wins
0 of 4
4 of 4
Input price
$0.40 / M
$0.30 / M
Output price
$1.60 / M
$1.00 / M
Context window
1,047,576
256,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

3 shared
Index
GPT-4.1 mini
Inkling 2 Small
8.4#166
29.2#47
1.6#206
28.3#28
15.2#110
28.9#44
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

28 reported for GPT-4.1 mini · 11 for Inkling 2 Small

4 shared

GPT-4.1 mini outperforms in 0 benchmarks, while Inkling 2 Small is better at 4 benchmarks (CharXiv-R, GPQA, Humanity's Last Exam, SWE-Bench Verified).

Inkling 2 Small significantly outperforms across most benchmarks.

Tue Nov 10 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, GPT-4.1 mini ($0.40/1M tokens) is 1.3x more expensive than Inkling 2 Small ($0.30/1M tokens).

For output processing, GPT-4.1 mini ($1.60/1M tokens) is 1.6x more expensive than Inkling 2 Small ($1.00/1M tokens).

In conclusion, GPT-4.1 mini is more expensive than Inkling 2 Small.*

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

Lowest available price from all providers
Tue Nov 10 2026 • llm-stats.com
OpenAI
GPT-4.1 mini
Input tokens$0.40
Output tokens$1.60
Best providerOpenAI
Thinking Machines Lab
Inkling 2 Small
Input tokens$0.30
Output tokens$1.00
Best providerUnknown Organization
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

GPT-4.1 mini accepts 1,047,576 input tokens compared to Inkling 2 Small's 256,000 tokens. Only GPT-4.1 mini specifies output context (32,768 tokens).

OpenAI
GPT-4.1 mini
Input1,047,576 tokens
Output32,768 tokens
Thinking Machines Lab
Inkling 2 Small
Input256,000 tokens
Output- tokens
Tue Nov 10 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both GPT-4.1 mini and Inkling 2 Small support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

GPT-4.1 mini

Text
Images
Audio
Video

Inkling 2 Small

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.

GPT-4.1 mini

Proprietary

Closed source

Inkling 2 Small

Proprietary

Closed source

Release Timeline

When each model was launched

GPT-4.1 mini was released on 2025-04-14, while Inkling 2 Small was released on 2026-11-05.

Inkling 2 Small is 19 months newer than GPT-4.1 mini.

GPT-4.1 mini

Apr 14, 2025

1.6 years ago

Inkling 2 Small

Nov 5, 2026

4 days ago

1.6yr newer

Knowledge Cutoff

When training data ends

GPT-4.1 mini has a documented knowledge cutoff of 2024-05-31, while Inkling 2 Small's cutoff date is not specified.

We can confirm GPT-4.1 mini's training data extends to 2024-05-31, but cannot make a direct comparison without Inkling 2 Small's cutoff date.

GPT-4.1 mini

May 2024

Inkling 2 Small

—

Provider Availability

GPT-4.1 mini is available from OpenAI. Inkling 2 Small is available from Thinking Machines Lab.

GPT-4.1 mini

openai logo
OpenAI
Input Price:Input: $0.40/1MOutput Price:Output: $1.60/1M

Inkling 2 Small

thinking-machines logo
Unknown Organization
Input Price:Input: $0.30/1MOutput Price:Output: $1.00/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against GPT-4.1 mini and Inkling 2 Small side-by-side, then vote on the output you prefer.

GPT-4.1 mini
✓ Preferred
Inkling 2 Small
Open in Playground

FAQ

Common questions about GPT-4.1 mini vs Inkling 2 Small.

Which is better, GPT-4.1 mini or Inkling 2 Small?

Inkling 2 Small leads the LLM Stats Score 47.1 to 13.2. GPT-4.1 mini is made by OpenAI and Inkling 2 Small is made by Thinking Machines Lab. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does GPT-4.1 mini compare to Inkling 2 Small in benchmarks?

GPT-4.1 mini scores CharXiv-D: 88.4%, MMLU: 87.5%, IFEval: 84.1%, MMMLU: 78.5%, MathVista: 73.1%. Inkling 2 Small scores GPQA: 93.0%, BrowseComp: 90.2%, CharXiv-R: 85.6%, MCP Atlas: 85.0%, SWE-Bench Verified: 82.2%.

Is GPT-4.1 mini cheaper than Inkling 2 Small?

Inkling 2 Small is 1.3x cheaper for input tokens. GPT-4.1 mini costs $0.40/M input and $1.60/M output via openai. Inkling 2 Small costs $0.30/M input and $1.00/M output via thinking-machines.

What are the context window sizes for GPT-4.1 mini and Inkling 2 Small?

GPT-4.1 mini supports 1.0M tokens and Inkling 2 Small supports 256K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between GPT-4.1 mini and Inkling 2 Small?

Key differences include LLM Stats Score (13.2 vs 47.1), context window (1.0M vs 256K), input pricing ($0.40 vs $0.30/M). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-4.1 mini and Inkling 2 Small?

GPT-4.1 mini is developed by OpenAI and Inkling 2 Small is developed by Thinking Machines Lab.