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GPT-6.1 Sol vs Inkling

GPT-6.1 Sol leads the LLM Stats Score 52.0 to 37.2. Inkling is 2.3x cheaper per token.

OpenAI · Thinking Machines Lab · Updated for 2026

Which is better?

GPT-6.1 Sol leads the overall LLM Stats Score 52.0 to 37.2, ranking #11 overall.

On price, Inkling is roughly 2.3x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

GPT-6.1 Sol also accepts a larger context window (1,050,000 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-6.1 Sol

  • overall performance matters — it scores 52.0 and ranks #11 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you process long inputs — it offers a 1,050,000 token context window
  • you want the most recent training data — it shipped Sep 2026

Choose Inkling

  • cost matters — it's about 2.3x cheaper per token
  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Core performance indexes
52.0
#11
37.2
#75
42.2
#50
37.0
#78
38.4
#19
26.9
#69
38.1
#12
19.9
#69
Cost, coverage & limits
Benchmark wins
—
—
Input price
$2.00 / M
$0.95 / M
Output price
$10.00 / M
$4.05 / M
Context window
1,050,000
524,288

Capability indexes

Additional strengths measured across groups of related public benchmarks

3 shared
Index
GPT-6.1 Sol
Inkling
31.6#26
15.8#95
22.1#47
16.4#84
30.7#30
19.6#77
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

10 reported for GPT-6.1 Sol · 16 for Inkling

No common benchmarks found

GPT-6.1 Sol and Inklingdon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Inkling costs less

For input processing, GPT-6.1 Sol ($2.00/1M tokens) is 2.1x more expensive than Inkling ($0.95/1M tokens).

For output processing, GPT-6.1 Sol ($10.00/1M tokens) is 2.5x more expensive than Inkling ($4.05/1M tokens).

In conclusion, GPT-6.1 Sol is more expensive than Inkling.*

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

Lowest available price from all providers
Fri Oct 02 2026 • llm-stats.com
OpenAI
GPT-6.1 Sol
Input tokens$2.00
Output tokens$10.00
Best providerOpenAI
Thinking Machines Lab
Inkling
Input tokens$0.95
Output tokens$4.05
Best providerDeepinfra
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

GPT-6.1 Sol accepts 1,050,000 input tokens compared to Inkling's 524,288 tokens. Inkling can generate longer responses up to 524,288 tokens, while GPT-6.1 Sol is limited to 128,000 tokens.

OpenAI
GPT-6.1 Sol
Input1,050,000 tokens
Output128,000 tokens
Thinking Machines Lab
Inkling
Input524,288 tokens
Output524,288 tokens
Fri Oct 02 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both GPT-6.1 Sol and Inkling support multimodal inputs.

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

GPT-6.1 Sol

Text
Images
Audio
Video

Inkling

Text
Images
Audio
Video

License

Usage and distribution terms

GPT-6.1 Sol is licensed under a proprietary license, while Inkling uses Apache 2.0.

License differences may affect how you can use these models in commercial or open-source projects.

GPT-6.1 Sol

Proprietary

Closed source

Inkling

Apache 2.0

Open weights

Release Timeline

When each model was launched

GPT-6.1 Sol was released on 2026-09-29, while Inkling was released on 2026-07-21.

GPT-6.1 Sol is 2 months newer than Inkling.

GPT-6.1 Sol

Sep 29, 2026

2 days ago

2mo newer
Inkling

Jul 21, 2026

2 months ago

Knowledge Cutoff

When training data ends

GPT-6.1 Sol has a documented knowledge cutoff of 2026-04-30, while Inkling's cutoff date is not specified.

We can confirm GPT-6.1 Sol's training data extends to 2026-04-30, but cannot make a direct comparison without Inkling's cutoff date.

GPT-6.1 Sol

Apr 2026

Inkling

—

Provider Availability

GPT-6.1 Sol is available from OpenAI. Inkling is available from DeepInfra.

GPT-6.1 Sol

openai logo
OpenAI
Input Price:Input: $2.00/1MOutput Price:Output: $10.00/1M

Inkling

deepinfra logo
Deepinfra
Input Price:Input: $0.95/1MOutput Price:Output: $4.05/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against GPT-6.1 Sol and Inkling side-by-side, then vote on the output you prefer.

GPT-6.1 Sol
✓ Preferred
Inkling
Open in Playground

FAQ

Common questions about GPT-6.1 Sol vs Inkling.

Which is better, GPT-6.1 Sol or Inkling?

GPT-6.1 Sol leads the LLM Stats Score 52.0 to 37.2. GPT-6.1 Sol is made by OpenAI and Inkling 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-6.1 Sol compare to Inkling in benchmarks?

GPT-6.1 Sol scores HealthBench Consensus: 96.0%, DeepSWE 1.1: 75.2%, OSWorld 2.0: 71.4%, HealthBench Professional: 64.2%, HealthBench: 58.5%. Inkling scores AIME 2026: 97.1%, VoiceBench Avg: 91.4%, Global-MMLU-Lite: 88.7%, IFBench: 79.8%, CharXiv-R: 78.1%.

Is GPT-6.1 Sol cheaper than Inkling?

Inkling is 2.1x cheaper for input tokens. GPT-6.1 Sol costs $2.00/M input and $10.00/M output via openai. Inkling costs $0.95/M input and $4.05/M output via deepinfra.

What are the context window sizes for GPT-6.1 Sol and Inkling?

GPT-6.1 Sol supports 1.1M tokens and Inkling supports 524K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between GPT-6.1 Sol and Inkling?

Key differences include LLM Stats Score (52.0 vs 37.2), context window (1.1M vs 524K), input pricing ($2.00 vs $0.95/M), licensing (Proprietary vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-6.1 Sol and Inkling?

GPT-6.1 Sol is developed by OpenAI and Inkling is developed by Thinking Machines Lab.