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GPT-6.1 Sol vs Mercury 2

GPT-6.1 Sol leads the LLM Stats Score 53.9 to 23.5. Mercury 2 is 10.7x cheaper per token.

OpenAI · Inception · Updated for 2026

Which is better?

GPT-6.1 Sol leads the overall LLM Stats Score 53.9 to 23.5, ranking #7 overall.

On price, Mercury 2 is roughly 10.7x 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 53.9 and ranks #7 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 Mercury 2

  • cost matters — it's about 10.7x cheaper per token

At a glance

The differences that matter most.

Core performance indexes
53.9
#7
23.5
#190
51.7
#8
22.6
#184
40.5
#10
12.2
#162
Cost, coverage & limits
Benchmark wins
—
—
Input price
$2.00 / M
$0.25 / M
Output price
$10.00 / M
$0.75 / M
Context window
1,050,000
128,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
GPT-6.1 Sol
Mercury 2
34.9#46
23.4#136
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

17 reported for GPT-6.1 Sol · 6 for Mercury 2

No common benchmarks found

GPT-6.1 Sol and Mercury 2don'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

Mercury 2 costs less

For input processing, GPT-6.1 Sol ($2.00/1M tokens) is 8.0x more expensive than Mercury 2 ($0.25/1M tokens).

For output processing, GPT-6.1 Sol ($10.00/1M tokens) is 13.3x more expensive than Mercury 2 ($0.75/1M tokens).

In conclusion, GPT-6.1 Sol is more expensive than Mercury 2.*

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

Lowest available price from all providers
Sun Oct 11 2026 • llm-stats.com
OpenAI
GPT-6.1 Sol
Input tokens$2.00
Output tokens$10.00
Best providerOpenAI
Inception
Mercury 2
Input tokens$0.25
Output tokens$0.75
Best providerInception
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 Mercury 2's 128,000 tokens. GPT-6.1 Sol can generate longer responses up to 128,000 tokens, while Mercury 2 is limited to 8,192 tokens.

OpenAI
GPT-6.1 Sol
Input1,050,000 tokens
Output128,000 tokens
Inception
Mercury 2
Input128,000 tokens
Output8,192 tokens
Sun Oct 11 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

GPT-6.1 Sol supports multimodal inputs, whereas Mercury 2 does not.

GPT-6.1 Sol can handle both text and other forms of data like images, making it suitable for multimodal applications.

GPT-6.1 Sol

Text
Images
Audio
Video

Mercury 2

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-6.1 Sol

Proprietary

Closed source

Mercury 2

Proprietary

Closed source

Release Timeline

When each model was launched

GPT-6.1 Sol was released on 2026-09-29, while Mercury 2 was released on 2026-02-24.

GPT-6.1 Sol is 7 months newer than Mercury 2.

GPT-6.1 Sol

Sep 29, 2026

1 weeks ago

7mo newer
Mercury 2

Feb 24, 2026

7 months ago

Knowledge Cutoff

When training data ends

GPT-6.1 Sol has a documented knowledge cutoff of 2026-04-30, while Mercury 2'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 Mercury 2's cutoff date.

GPT-6.1 Sol

Apr 2026

Mercury 2

—

Provider Availability

GPT-6.1 Sol is available from OpenAI. Mercury 2 is available from Inception.

GPT-6.1 Sol

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

Mercury 2

inception logo
Inception
Input Price:Input: $0.25/1MOutput Price:Output: $0.75/1M
* 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 Mercury 2 side-by-side, then vote on the output you prefer.

GPT-6.1 Sol
✓ Preferred
Mercury 2
Open in Playground

FAQ

Common questions about GPT-6.1 Sol vs Mercury 2.

Which is better, GPT-6.1 Sol or Mercury 2?

GPT-6.1 Sol leads the LLM Stats Score 53.9 to 23.5. GPT-6.1 Sol is made by OpenAI and Mercury 2 is made by Inception. 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 Mercury 2 in benchmarks?

GPT-6.1 Sol scores FrontierMath Tier 4 (v2): 100.0%, HealthBench Consensus: 96.0%, MMMU-Pro: 86.0%, DeepSWE 1.1: 75.2%, SimpleQA Verified: 73.9%. Mercury 2 scores AIME 2025: 91.1%, GPQA: 74.0%, IFBench: 71.0%, LiveCodeBench: 67.0%, Tau2 Airline: 53.0%.

Is GPT-6.1 Sol cheaper than Mercury 2?

Mercury 2 is 8.0x cheaper for input tokens. GPT-6.1 Sol costs $2.00/M input and $10.00/M output via openai. Mercury 2 costs $0.25/M input and $0.75/M output via inception.

What are the context window sizes for GPT-6.1 Sol and Mercury 2?

GPT-6.1 Sol supports 1.1M tokens and Mercury 2 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 GPT-6.1 Sol and Mercury 2?

Key differences include LLM Stats Score (53.9 vs 23.5), context window (1.1M vs 128K), input pricing ($2.00 vs $0.25/M), multimodal support (yes vs no). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-6.1 Sol and Mercury 2?

GPT-6.1 Sol is developed by OpenAI and Mercury 2 is developed by Inception.