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GPT 6.1 Sol vs Codestral (2508)

At a glance

OpenAI's upgraded high-end GPT-6.1 tier, positioned below the flagship GPT 6 Astra.

1.1M ctx$2.00/$10.00 per M

Mistral's dedicated code model — August 2025 update.

256K ctx$0.30/$0.90 per M
Demos
All demos

No shared demos for these models yet.

AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-10-02
Reasoning & Knowledge
Graduate Science95.4%Factual Recall73.9%
Math
Competition Math100.0%
CodingInsufficient data
AgenticInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Cheaper89%
Reasoning & Knowledge
Graduate Science—Factual Recall—
Math
Competition Math—
Specs
1.1M
Context
128K
Max output
Sep 2026
Released
256K
Context
205K
Max output
Aug 2025
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input$2.00/M tokens
Output$10.00/M tokens
Cache read$0.10/M tokens
Cache write$2.50/M tokens
Web search$0.01/search
Live pricing, shown before you run
Input85%$0.30/M tokens
Output91%$0.90/M tokens
Cache read70%$0.03/M tokens
Chat with GPT 6.1 SolGo to model
Chat with Codestral (2508)Go to model
Frequently Asked Questions: GPT 6.1 Sol vs Codestral (2508)▼

Which is better, GPT 6.1 Sol or Codestral (2508)?

▼

Both GPT 6.1 Sol and Codestral (2508) are capable AI models. The best choice depends on your specific use case: consider pricing, context window, speed, and which capabilities (vision, reasoning, audio) you need.

Which is cheaper, GPT 6.1 Sol or Codestral (2508)?

▼

Codestral (2508) has a lower blended cost. GPT 6.1 Sol: $2.00 input / $10.00 output. Codestral (2508): $0.30 input / $0.90 output.

Which has a larger context window, GPT 6.1 Sol or Codestral (2508)?

▼

GPT 6.1 Sol has a larger context window: GPT 6.1 Sol supports 1.1M tokens vs Codestral (2508) at 256K tokens.

Do both GPT 6.1 Sol and Codestral (2508) support vision?

▼

GPT 6.1 Sol supports vision/image input, but Codestral (2508) does not.

What are the key differences between GPT 6.1 Sol and Codestral (2508)?

▼

Key differences: Codestral (2508) is significantly cheaper; only GPT 6.1 Sol supports vision input; only GPT 6.1 Sol offers extended reasoning mode. Compare full specs on this page.

Which model should I choose for my use case?

▼

If cost is your priority, choose the cheaper option. If you need the highest intelligence for complex tasks, pick the higher-scoring model. For long documents or codebases, choose the larger context window. You can try both GPT 6.1 Sol and Codestral (2508) for free on idapt.app to see which performs better for your specific needs.

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