GPT-4o mini vs Inkling 2 Small
Inkling 2 Small leads the LLM Stats Score 47.2 to 3.1. GPT-4o mini is 1.8x cheaper per token.
OpenAI · Thinking Machines Lab · Updated for 2026
Which is better?
Inkling 2 Small leads the overall LLM Stats Score 47.2 to 3.1, 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, GPT-4o mini is roughly 1.8x 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 GPT-4o mini
- cost matters — it's about 1.8x cheaper per token
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
- you process long inputs — it offers a 256,000 token context window
- you want the most recent training data — it shipped Nov 2026
At a glance
The differences that matter most.
Capability indexes
Additional strengths measured across groups of related public benchmarks
Individual benchmarks
9 reported for GPT-4o mini · 11 for Inkling 2 Small
GPT-4o mini outperforms in 0 benchmarks, while Inkling 2 Small is better at 2 benchmarks (GPQA, SWE-Bench Verified).
Inkling 2 Small significantly outperforms across most benchmarks.
Human preference
Blind head-to-head votes and playground preference scores
Pricing Analysis
Price comparison per million tokens
For input processing, GPT-4o mini ($0.15/1M tokens) is 2.0x cheaper than Inkling 2 Small ($0.30/1M tokens).
For output processing, GPT-4o mini ($0.60/1M tokens) is 1.7x cheaper than Inkling 2 Small ($1.00/1M tokens).
In conclusion, Inkling 2 Small is more expensive than GPT-4o mini.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
Inkling 2 Small accepts 256,000 input tokens compared to GPT-4o mini's 128,000 tokens. Only GPT-4o mini specifies output context (16,384 tokens).
Input capabilities
Documented input modalities across available providers
Both GPT-4o mini and Inkling 2 Small support multimodal inputs.
They are both capable of processing various types of data, offering versatility in application.
GPT-4o mini
Inkling 2 Small
License
Usage and distribution terms
Both models are licensed under proprietary licenses.
Both models have usage restrictions defined by their respective organizations.
Proprietary
Closed source
Proprietary
Closed source
Release Timeline
When each model was launched
GPT-4o mini was released on 2024-07-18, while Inkling 2 Small was released on 2026-11-05.
Inkling 2 Small is 28 months newer than GPT-4o mini.
Jul 18, 2024
2.3 years ago
Nov 5, 2026
4 days ago
2.3yr newerKnowledge Cutoff
When training data ends
GPT-4o mini has a documented knowledge cutoff of 2023-10-01, while Inkling 2 Small's cutoff date is not specified.
We can confirm GPT-4o mini's training data extends to 2023-10-01, but cannot make a direct comparison without Inkling 2 Small's cutoff date.
Oct 2023
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Provider Availability
GPT-4o mini is available from Azure. Inkling 2 Small is available from Thinking Machines Lab.
GPT-4o mini
Inkling 2 Small
Outputs Comparison
Judge for yourself.
Run your own prompts against GPT-4o mini and Inkling 2 Small side-by-side, then vote on the output you prefer.
FAQ
Common questions about GPT-4o mini vs Inkling 2 Small.