Author's Description
GPT-6 Sol is the cost-efficient high-end model in OpenAI's GPT-6 series, positioned below the flagship GPT-6 Astra and above the fast GPT-6 Luna tier. It is suited for demanding professional...
Key Specifications
Supported Parameters
This model supports the following parameters:
Features
This model supports the following features:
Performance Summary
OpenAI's GPT-6 Sol, released on September 22, 2026, is positioned as a cost-efficient high-end model within the GPT-6 series, designed for demanding professional applications. It consistently performs among the fastest models, ranking in the 74th percentile for speed across five benchmarks. The model also offers competitive pricing, placing in the 44th percentile. Notably, GPT-6 Sol demonstrates exceptional reliability, achieving a perfect 100% success rate across all benchmarks, indicating minimal technical failures and consistent response delivery. In terms of specific performance, GPT-6 Sol excels in acknowledging uncertainty, achieving perfect accuracy (100%) on the Hallucinations (Baseline) test, making it the most accurate model at its price point and among models of comparable speed. It also shows strong capabilities in Reasoning (98% accuracy, 88th percentile) and Mathematics (94% accuracy, 76th percentile), demonstrating robust analytical and problem-solving skills. Its Instruction Following is also commendable at 90% accuracy (94th percentile). The primary area for potential improvement appears to be Email Classification, where it achieved 97% accuracy, placing it in the 36th percentile, suggesting it is less competitive in this specific task compared to other models. Overall, GPT-6 Sol is a highly reliable and fast model with strong reasoning and mathematical prowess, offering excellent value for its performance.
Model Pricing
Current Pricing
| Feature | Price (per 1M tokens) |
|---|---|
| Prompt | $1 |
| Completion | $5 |
| Input Cache Read | $0.1 |
| Input Cache Write | $1.25 |
| Web Search | $10000 |
Price History
Available Endpoints
| Provider | Endpoint Name | Context Length | Pricing (Input) | Pricing (Output) |
|---|---|---|---|---|
|
OpenAI
|
OpenAI | openai/gpt-6-sol-20260922 | 1M | $1 / 1M tokens | $5 / 1M tokens |
|
OpenAI
|
OpenAI | openai/gpt-6-sol-20260922 | 1M | $2 / 1M tokens | $10 / 1M tokens |
|
Amazon Bedrock
|
Amazon Bedrock | openai/gpt-6-sol-20260922 | 1M | $2.2 / 1M tokens | $11 / 1M tokens |
|
OpenAI
|
OpenAI | openai/gpt-6-sol-20260922 | 1M | $4 / 1M tokens | $20 / 1M tokens |
Benchmark Results
| Benchmark | Category | Reasoning | Strategy | Free | Executions | Accuracy | Cost | Duration |
|---|
Other Models by openai
|
|
Released | Params | Context |
|
Speed | Ability | Cost |
|---|---|---|---|---|---|---|---|
| OpenAI: GPT-6 Luna Pro (batch) | Sep 22, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
★★★★ | ★★★★★ | $$$ |
| OpenAI: GPT-6 Luna (batch) | Sep 22, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★★★ | $$ |
| OpenAI: GPT-6 Sol Pro (batch) | Sep 22, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
★★★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT-6 Astra (batch) | Sep 04, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
★★★ | ★★★★★ | +$$$$$ |
| OpenAI: GPT-6 Astra Pro (batch) | Sep 04, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
★★★ | ★★★★★ | +$$$$$ |
| OpenAI: GPT-5.6 Luna Pro (batch) | Jul 09, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
★★★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT-5.6 Luna (batch) | Jul 09, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★★★ | $$$$ |
| OpenAI: GPT-5.6 Terra Pro (batch) | Jul 09, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
★★★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT-5.6 Terra (batch) | Jul 09, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★★★ | $$$$ |
| OpenAI: GPT-5.6 Sol Pro (batch) | Jul 09, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
★★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT-5.6 Sol (batch) | Jul 09, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT Chat Latest Unavailable | May 05, 2026 | — | 400K |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★★★ | +$$$$$ |
| OpenAI: GPT Chat Latest | May 05, 2026 | — | 400K |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★★★ | +$$$$$ |
| OpenAI: Whisper 1 Unavailable | Apr 27, 2026 | — | 0 |
Audio input
Text output
|
— | — | +$$$$$ |
| OpenAI: GPT-5.5 Pro Unavailable | Apr 24, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
— | — | +$$$$$ |
| OpenAI: GPT-5.5 Pro (batch) | Apr 24, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
— | — | +$$$$$ |
| OpenAI: GPT-5.5 Unavailable | Apr 24, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
★★★★ | ★★★★★ | +$$$$$ |
| OpenAI: GPT-5.5 (batch) | Apr 24, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
★★★★ | ★★★★★ | +$$$$$ |
| OpenAI: GPT-5.4 Image 2 | Apr 21, 2026 | — | 272K |
Image input
Text input
File input
Image output
Text output
|
★★★★★ | ★★★★ | +$$$$$ |
| OpenAI: GPT-5.4 Nano (batch) | Mar 17, 2026 | — | 400K |
Image input
Text input
File input
Text output
|
★★★★★ | ★★ | $$ |
| OpenAI: GPT-5.4 Mini (batch) | Mar 17, 2026 | — | 400K |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★★ | $$$ |
| OpenAI: GPT-5.4 Pro Unavailable | Mar 05, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
— | — | +$$$$$ |
| OpenAI: GPT-5.4 Pro (batch) | Mar 05, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
— | — | +$$$$$ |
| OpenAI: GPT-5.4 Unavailable | Mar 05, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★★ | $$$$ |
| OpenAI: GPT-5.4 (batch) | Mar 05, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★★ | $$$$ |
| OpenAI: GPT-5.3 Chat Unavailable | Mar 03, 2026 | — | 128K |
Image input
Text input
File input
Text output
|
★★★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT-5.3 Chat Unavailable | Mar 03, 2026 | — | 128K |
Image input
Text input
File input
Text output
|
★★★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT-5.3-Codex | Feb 24, 2026 | — | 400K |
Image input
Text input
File input
Text output
|
★★★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT Audio | Jan 19, 2026 | — | 128K |
Text input
Audio input
Text output
Audio output
|
— | — | $$$$$ |
| OpenAI: GPT Audio Mini | Jan 19, 2026 | — | 128K |
Text input
Audio input
Text output
Audio output
|
— | — | $$$$ |
| OpenAI: GPT-5.2-Codex | Jan 14, 2026 | — | 400K |
Image input
Text input
Text output
|
★★★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT-5.2 Chat | Dec 10, 2025 | — | 128K |
Image input
Text input
File input
Text output
|
★★★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT-5.2 Pro (batch) | Dec 10, 2025 | — | 400K |
Image input
Text input
File input
Text output
|
— | — | +$$$$$ |
| OpenAI: GPT-5.2 (batch) | Dec 10, 2025 | — | 400K |
Image input
Text input
File input
Text output
|
★★★★ | ★★★★ | $$$$$ |
| OpenAI: GPT-5.1-Codex-Max | Dec 04, 2025 | — | 400K |
Image input
Text input
Text output
|
★★ | ★★★★ | $$$$$ |
| OpenAI: GPT-5.1 (batch) | Nov 13, 2025 | — | 400K |
Image input
Text input
File input
Text output
|
★★★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT-5.1 Chat Unavailable | Nov 13, 2025 | — | 128K |
Image input
Text input
File input
Text output
|
★★★★ | ★★★★★ | $$$$ |
| OpenAI: GPT-5.1-Codex | Nov 13, 2025 | — | 400K |
Image input
Text input
Text output
|
★★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT-5.1-Codex-Mini | Nov 13, 2025 | — | 400K |
Image input
Text input
Text output
|
★★★★ | ★★★★★ | $$$$$ |
| OpenAI: Text Embedding 3 Large Unavailable | Oct 30, 2025 | — | 8K |
Text input
Text output
|
— | — | $ |
| OpenAI: gpt-oss-safeguard-20b | Oct 29, 2025 | 20B | 131K |
Text input
Text output
|
★★★★★ | ★★★★ | $$$ |
| OpenAI: GPT-5 Image Mini | Oct 16, 2025 | — | 400K |
Image input
Text input
File input
Image output
Text output
|
— | — | $$$$$ |
| OpenAI: GPT-5 Image | Oct 14, 2025 | — | 400K |
Image input
Text input
File input
Image output
Text output
|
— | — | $$$$$ |
| OpenAI: o3 Deep Research Unavailable | Oct 10, 2025 | ~400B | 200K |
Image input
Text input
File input
Text output
|
— | — | +$$$$$ |
| OpenAI: o4 Mini Deep Research Unavailable | Oct 10, 2025 | — | 200K |
Image input
Text input
File input
Text output
|
— | — | $$$$$ |
| OpenAI: GPT-5 Pro (batch) | Oct 06, 2025 | — | 400K |
Image input
Text input
File input
Text output
|
— | — | +$$$$$ |
| OpenAI: GPT-5 Codex (batch) Unavailable | Sep 23, 2025 | — | 400K |
Image input
Text input
Text output
|
★★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT-4o Audio Unavailable | Aug 14, 2025 | ~200B | 128K |
Text input
Audio input
Text output
Audio output
|
— | — | $$$$$ |
| OpenAI: GPT-5 Chat Unavailable | Aug 07, 2025 | — | 128K |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★★ | $$$$ |
| OpenAI: GPT-5 (batch) | Aug 07, 2025 | — | 400K |
Image input
Text input
File input
Text output
|
★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT-5 Mini (batch) | Aug 07, 2025 | — | 400K |
Image input
Text input
File input
Text output
|
★★★ | ★★★★★ | $$$$ |
| OpenAI: GPT-5 Nano (batch) | Aug 07, 2025 | — | 400K |
Image input
Text input
File input
Text output
|
★★★ | ★★★★★ | $$$ |
| OpenAI: gpt-oss-120b | Aug 05, 2025 | 120B | 131K |
Text input
Text output
|
★★★ | ★★★★ | $$$ |
| OpenAI: gpt-oss-120b (exacto) Unavailable | Aug 05, 2025 | 120B | 131K |
Text input
Text output
|
— | — | $$ |
| OpenAI: gpt-oss-20b (batch) | Aug 05, 2025 | 20B | 131K |
Text input
Text output
|
★★ | ★★★ | $$ |
| OpenAI: o3 Pro | Jun 10, 2025 | ~400B | 200K |
Image input
Text input
File input
Text output
|
— | — | +$$$$$ |
| OpenAI: Codex Mini Unavailable | May 16, 2025 | — | 200K |
Image input
Text input
Text output
|
★★★ | ★★★★ | $$$$$ |
| OpenAI: o4 Mini High | Apr 16, 2025 | — | 200K |
Image input
Text input
File input
Text output
|
★★ | ★★★ | $$$$$ |
| OpenAI: o3 (batch) | Apr 16, 2025 | ~400B | 200K |
Image input
Text input
File input
Text output
|
★★ | ★★★★★ | $$$$$ |
| OpenAI: o4 Mini (batch) | Apr 16, 2025 | — | 200K |
Image input
Text input
File input
Text output
|
★★★ | ★★★★ | $$$$$ |
| OpenAI: GPT-4.1 (batch) | Apr 14, 2025 | ~1.8T | 1M |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★★ | $$$$ |
| OpenAI: GPT-4.1 Mini (batch) | Apr 14, 2025 | ~300B | 1M |
Image input
Text input
File input
Text output
|
★★★★ | ★★★ | $$$ |
| OpenAI: GPT-4.1 Nano (batch) | Apr 14, 2025 | ~50B | 1M |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★ | $$ |
| OpenAI: o1-pro | Mar 19, 2025 | 300B | 200K |
Image input
Text input
File input
Text output
|
★ | ★★★ | +$$$$$ |
| OpenAI: GPT-4o-mini Search Preview Unavailable | Mar 12, 2025 | ~8B | 128K |
Text input
Text output
|
★★★★ | ★★ | $$ |
| OpenAI: GPT-4o Search Preview Unavailable | Mar 12, 2025 | ~200B | 128K |
Text input
Text output
|
★★★ | ★★ | $$$$$ |
| OpenAI: GPT-4.5 (Preview) Unavailable | Feb 27, 2025 | ~12.8T | 128K |
Image input
Text input
Text output
|
★★★★★ | ★★★★★ | +$$$$$ |
| OpenAI: o3 Mini High | Feb 12, 2025 | 200B | 200K |
Text input
File input
Text output
|
★★ | ★★★★ | $$$$$ |
| OpenAI: o3 Mini (batch) | Jan 31, 2025 | 200B | 200K |
Text input
File input
Text output
|
★★★ | ★★★★ | $$$$$ |
| OpenAI: o1 | Dec 17, 2024 | 300B | 200K |
Image input
Text input
File input
Text output
|
★★ | ★★★★★ | +$$$$$ |
| OpenAI: GPT-4o (2024-11-20) | Nov 20, 2024 | ~200B | 128K |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★★ | $$$$ |
| OpenAI: o1-mini Unavailable | Sep 11, 2024 | ~100B | 128K |
Text input
Text output
|
— | ★ | $$$$$ |
| OpenAI: o1-preview Unavailable | Sep 11, 2024 | 300B | 128K |
Text input
Text output
|
★★ | ★★★★★ | +$$$$$ |
| OpenAI: o1-preview (2024-09-12) Unavailable | Sep 11, 2024 | 300B | 128K |
Text input
Text output
|
★★ | ★★★★ | +$$$$$ |
| OpenAI: o1-mini (2024-09-12) Unavailable | Sep 11, 2024 | ~100B | 128K |
Text input
Text output
|
— | ★ | $$$$$ |
| OpenAI: ChatGPT-4o Unavailable | Aug 13, 2024 | ~200B | 128K |
Image input
Text input
Text output
|
★★★★★ | ★★ | $$$$ |
| OpenAI: GPT-4o (2024-08-06) | Aug 05, 2024 | ~200B | 128K |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★★ | $$$$ |
| OpenAI: GPT-4o-mini (batch) | Jul 17, 2024 | ~8B | 128K |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★ | $$ |
| OpenAI: GPT-4o-mini (2024-07-18) | Jul 17, 2024 | ~8B | 128K |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★ | $$ |
| OpenAI: GPT-4o (batch) | May 12, 2024 | ~200B | 128K |
Image input
Text input
File input
Text output
|
★★★★ | ★★★★ | $$$$ |
| OpenAI: GPT-4o (extended) Unavailable | May 12, 2024 | ~200B | 128K |
Image input
Text input
File input
Text output
|
★★★★★ | ★★ | +$$$$$ |
| OpenAI: GPT-4o (2024-05-13) | May 12, 2024 | ~200B | 128K |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★ | $$$$$ |
| OpenAI: GPT-4 Turbo (batch) | Apr 08, 2024 | — | 128K |
Image input
Text input
Text output
|
★★★★ | ★★★ | +$$$$$ |
| OpenAI: GPT-3.5 Turbo (older v0613) | Jan 24, 2024 | 175B | 4K |
Text input
Text output
|
★★★★★ | ★ | $$$ |
| OpenAI: GPT-4 Turbo Preview Unavailable | Jan 24, 2024 | — | 128K |
Text input
Text output
|
★★★★ | ★★ | +$$$$$ |
| OpenAI: GPT-3.5 Turbo 16k (older v1106) Unavailable | Nov 05, 2023 | 175B | 16K |
Text input
Text output
|
— | — | $$$$ |
| OpenAI: GPT-4 Turbo (older v1106) Unavailable | Nov 05, 2023 | — | 128K |
Text input
Text output
|
★★★★ | ★★★ | +$$$$$ |
| OpenAI: GPT-3.5 Turbo Instruct | Sep 27, 2023 | 175B | 4K |
Text input
Text output
|
★★★★★ | ★★ | $$$$ |
| OpenAI: GPT-3.5 Turbo 16k | Aug 27, 2023 | 175B | 16K |
Text input
Text output
|
★★★★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT-3.5 Turbo 16k Unavailable | May 27, 2023 | 175B | 16K |
Text input
Text output
|
— | — | $$$$ |
| OpenAI: GPT-3.5 Turbo (batch) | May 27, 2023 | 175B | 16K |
Text input
Text output
|
— | — | $$$$ |
| OpenAI: GPT-4 | May 27, 2023 | — | 8K |
Text input
Text output
|
★★★ | ★ | +$$$$$ |
| OpenAI: GPT-4 (older v0314) Unavailable | May 27, 2023 | — | 8K |
Text input
Text output
|
★★★★ | ★ | +$$$$$ |