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GPT-6.1 Sol vs Solar Mini 4

GPT-6.1 Sol leads the LLM Stats Score 53.9 to 31.9. Solar Mini 4 is 22.9x cheaper per token.

OpenAI · Upstage · Updated for 2026

Which is better?

GPT-6.1 Sol leads the overall LLM Stats Score 53.9 to 31.9, ranking #7 overall.

In the 1 individual benchmarks reported for both models, GPT-6.1 Sol wins 1; this is a narrower head-to-head signal than the composite indexes.

On price, Solar Mini 4 is roughly 22.9x 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 value its reported benchmark strengths — it wins 1 of 1 exact shared results
  • 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 Solar Mini 4

  • cost matters — it's about 22.9x cheaper per token

At a glance

The differences that matter most.

Core performance indexes
53.9
#7
31.9
#122
51.7
#8
31.7
#120
40.5
#10
17.1
#135
38.6
#8
2.6
#179
Cost, coverage & limits
Benchmark wins
1 of 1
0 of 1
Input price
$2.00 / M
$0.10 / M
Output price
$10.00 / M
$0.40 / M
Context window
1,050,000
524,288

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
GPT-6.1 Sol
Solar Mini 4
34.9#46
25.5#113
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

17 reported for GPT-6.1 Sol · 6 for Solar Mini 4

1 shared

GPT-6.1 Sol outperforms in 1 benchmarks (Humanity's Last Exam (no tools, text-only)), while Solar Mini 4 is better at 0 benchmarks.

GPT-6.1 Sol significantly outperforms across most benchmarks.

Thu Oct 08 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Solar Mini 4 costs less

For input processing, GPT-6.1 Sol ($2.00/1M tokens) is 20.0x more expensive than Solar Mini 4 ($0.10/1M tokens).

For output processing, GPT-6.1 Sol ($10.00/1M tokens) is 25.0x more expensive than Solar Mini 4 ($0.40/1M tokens).

In conclusion, GPT-6.1 Sol is more expensive than Solar Mini 4.*

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

Lowest available price from all providers
Thu Oct 08 2026 • llm-stats.com
OpenAI
GPT-6.1 Sol
Input tokens$2.00
Output tokens$10.00
Best providerOpenAI
Upstage
Solar Mini 4
Input tokens$0.10
Output tokens$0.40
Best providerUnknown Organization
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 Solar Mini 4's 524,288 tokens. Solar Mini 4 can generate longer responses up to 131,072 tokens, while GPT-6.1 Sol is limited to 128,000 tokens.

OpenAI
GPT-6.1 Sol
Input1,050,000 tokens
Output128,000 tokens
Upstage
Solar Mini 4
Input524,288 tokens
Output131,072 tokens
Thu Oct 08 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

GPT-6.1 Sol supports multimodal inputs, whereas Solar Mini 4 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

Solar Mini 4

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

Solar Mini 4

Proprietary

Closed source

Release Timeline

When each model was launched

GPT-6.1 Sol was released on 2026-09-29, while Solar Mini 4 was released on 2026-09-22.

GPT-6.1 Sol is 0 month newer than Solar Mini 4.

GPT-6.1 Sol

Sep 29, 2026

1 weeks ago

1w newer
Solar Mini 4

Sep 22, 2026

2 weeks ago

Knowledge Cutoff

When training data ends

GPT-6.1 Sol has a knowledge cutoff of 2026-04-30, while Solar Mini 4 has a cutoff of 2026-02-01.

GPT-6.1 Sol has more recent training data (up to 2026-04-30), making it potentially better informed about events through that date compared to Solar Mini 4 (2026-02-01).

GPT-6.1 Sol

Apr 2026

2 mo newer
Solar Mini 4

Feb 2026

Provider Availability

GPT-6.1 Sol is available from OpenAI. Solar Mini 4 is available from Upstage.

GPT-6.1 Sol

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

Solar Mini 4

upstage logo
Unknown Organization
Input Price:Input: $0.10/1MOutput Price:Output: $0.40/1M
* 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 Solar Mini 4 side-by-side, then vote on the output you prefer.

GPT-6.1 Sol
✓ Preferred
Solar Mini 4
Open in Playground

FAQ

Common questions about GPT-6.1 Sol vs Solar Mini 4.

Which is better, GPT-6.1 Sol or Solar Mini 4?

GPT-6.1 Sol leads the LLM Stats Score 53.9 to 31.9. GPT-6.1 Sol is made by OpenAI and Solar Mini 4 is made by Upstage. 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 Solar Mini 4 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%. Solar Mini 4 scores AA-LCR: 83.3%, SciCode: 47.6%, GDPval-AA 2.1: 35.7%, AA-Briefcase v1.1: 29.1%, Humanity's Last Exam (no tools, text-only): 25.8%.

Is GPT-6.1 Sol cheaper than Solar Mini 4?

Solar Mini 4 is 20.0x cheaper for input tokens. GPT-6.1 Sol costs $2.00/M input and $10.00/M output via openai. Solar Mini 4 costs $0.10/M input and $0.40/M output via upstage.

What are the context window sizes for GPT-6.1 Sol and Solar Mini 4?

GPT-6.1 Sol supports 1.1M tokens and Solar Mini 4 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 Solar Mini 4?

Key differences include LLM Stats Score (53.9 vs 31.9), context window (1.1M vs 524K), input pricing ($2.00 vs $0.10/M), multimodal support (yes vs no). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-6.1 Sol and Solar Mini 4?

GPT-6.1 Sol is developed by OpenAI and Solar Mini 4 is developed by Upstage.