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GPT-5.2 Pro vs GPT-6.1 Sol

GPT-6.1 Sol leads the LLM Stats Score 52.0 to 42.9. GPT-6.1 Sol is 14.4x cheaper per token.

OpenAI · OpenAI · Updated for 2026

Which is better?

GPT-6.1 Sol leads the overall LLM Stats Score 52.0 to 42.9, ranking #11 overall.

On price, GPT-6.1 Sol is roughly 14.4x 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-5.2 Pro

  • you want predictable pricing at $21.00/M input and $168.00/M output

Choose GPT-6.1 Sol

  • overall performance matters — it scores 52.0 and ranks #11 on LLM Stats
  • your work emphasizes agents — it leads those capability indexes
  • cost matters — it's about 14.4x cheaper per token
  • you process long inputs — it offers a 1,050,000 token context window
  • you want the most recent training data — it shipped Sep 2026

At a glance

The differences that matter most.

Core performance indexes
42.9
#50
52.0
#11
41.5
#52
42.2
#50
17.8
#79
38.1
#12
Cost, coverage & limits
Benchmark wins
—
—
Input price
$21.00 / M
$2.00 / M
Output price
$168.00 / M
$10.00 / M
Context window
400,000
1,050,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
GPT-5.2 Pro
GPT-6.1 Sol
23.8#59
31.6#26
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

7 reported for GPT-5.2 Pro · 10 for GPT-6.1 Sol

No common benchmarks found

GPT-5.2 Pro and GPT-6.1 Soldon'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

GPT-6.1 Sol costs less

For input processing, GPT-5.2 Pro ($21.00/1M tokens) is 10.5x more expensive than GPT-6.1 Sol ($2.00/1M tokens).

For output processing, GPT-5.2 Pro ($168.00/1M tokens) is 16.8x more expensive than GPT-6.1 Sol ($10.00/1M tokens).

In conclusion, GPT-5.2 Pro is more expensive than GPT-6.1 Sol.*

* 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-5.2 Pro
Input tokens$21.00
Output tokens$168.00
Best providerOpenAI
OpenAI
GPT-6.1 Sol
Input tokens$2.00
Output tokens$10.00
Best providerOpenAI
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 GPT-5.2 Pro's 400,000 tokens. Both models can generate responses up to 128,000 tokens.

OpenAI
GPT-5.2 Pro
Input400,000 tokens
Output128,000 tokens
OpenAI
GPT-6.1 Sol
Input1,050,000 tokens
Output128,000 tokens
Fri Oct 02 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both GPT-5.2 Pro and GPT-6.1 Sol support multimodal inputs.

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

GPT-5.2 Pro

Text
Images
Audio
Video

GPT-6.1 Sol

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-5.2 Pro

Proprietary

Closed source

GPT-6.1 Sol

Proprietary

Closed source

Release Timeline

When each model was launched

GPT-5.2 Pro was released on 2025-12-11, while GPT-6.1 Sol was released on 2026-09-29.

GPT-6.1 Sol is 10 months newer than GPT-5.2 Pro.

GPT-5.2 Pro

Dec 11, 2025

9 months ago

GPT-6.1 Sol

Sep 29, 2026

3 days ago

9mo newer

Knowledge Cutoff

When training data ends

GPT-6.1 Sol has a documented knowledge cutoff of 2026-04-30, while GPT-5.2 Pro'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 GPT-5.2 Pro's cutoff date.

GPT-5.2 Pro

—

GPT-6.1 Sol

Apr 2026

Provider Availability

GPT-5.2 Pro is available from OpenAI. GPT-6.1 Sol is available from OpenAI.

GPT-5.2 Pro

openai logo
OpenAI
Input Price:Input: $21.00/1MOutput Price:Output: $168.00/1M

GPT-6.1 Sol

openai logo
OpenAI
Input Price:Input: $2.00/1MOutput Price:Output: $10.00/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against GPT-5.2 Pro and GPT-6.1 Sol side-by-side, then vote on the output you prefer.

GPT-5.2 Pro
✓ Preferred
GPT-6.1 Sol
Open in Playground

FAQ

Common questions about GPT-5.2 Pro vs GPT-6.1 Sol.

Which is better, GPT-5.2 Pro or GPT-6.1 Sol?

GPT-6.1 Sol leads the LLM Stats Score 52.0 to 42.9. GPT-5.2 Pro is made by OpenAI and GPT-6.1 Sol is made by OpenAI. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does GPT-5.2 Pro compare to GPT-6.1 Sol in benchmarks?

GPT-5.2 Pro scores AIME 2025: 100.0%, HMMT 2025: 100.0%, GPQA: 93.2%, ARC-AGI: 90.5%, BrowseComp: 77.9%. 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%.

Is GPT-5.2 Pro cheaper than GPT-6.1 Sol?

GPT-6.1 Sol is 10.5x cheaper for input tokens. GPT-5.2 Pro costs $21.00/M input and $168.00/M output via openai. GPT-6.1 Sol costs $2.00/M input and $10.00/M output via openai.

What are the context window sizes for GPT-5.2 Pro and GPT-6.1 Sol?

GPT-5.2 Pro supports 400K tokens and GPT-6.1 Sol supports 1.1M tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between GPT-5.2 Pro and GPT-6.1 Sol?

Key differences include LLM Stats Score (42.9 vs 52.0), context window (400K vs 1.1M), input pricing ($21.00 vs $2.00/M). See the full comparison above for benchmark-by-benchmark results.