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GPT 5.1 Codex Max vs Gemma 4 31B

At a glance

Extended-context coding model for large codebase operations.

400K ctx$1.25/$10.00 per M

Google's fourth-generation open dense model with native multimodal understanding.

262K ctx$0.12/$0.37 per M
Agent Demos
All agent demos

No shared agent demos for these models yet.

AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
Reasoning
CodingInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-07-10
Reasoning & Knowledge
Factual Recall—
Agentic
Terminal Tasks60.4%Task Horizon2.7h
Reasoning
CodingInsufficient data
AgenticInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-07-10
Cheaper95%
Reasoning & Knowledge
Factual Recall9.6%
Agentic
Terminal Tasks—Task Horizon—
Specs
400K
Context
128K
Max output
Dec 2025
Released
262K
Context
16K
Max output
Apr 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input$1.25/M tokens
Output$10.00/M tokens
Cache read$0.13/M tokens
Web search$0.01/search
Live pricing, shown before you run
Input90%$0.12/M tokens
Output96%$0.37/M tokens
Chat with GPT 5.1 Codex MaxGo to model
Chat with Gemma 4 31BGo to model
Frequently Asked Questions: GPT 5.1 Codex Max vs Gemma 4 31B▼

Which is better, GPT 5.1 Codex Max or Gemma 4 31B?

▼

Both GPT 5.1 Codex Max and Gemma 4 31B 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 5.1 Codex Max or Gemma 4 31B?

▼

Gemma 4 31B has a lower blended cost. GPT 5.1 Codex Max: $1.25 input / $10.00 output. Gemma 4 31B: $0.12 input / $0.37 output.

Which has a larger context window, GPT 5.1 Codex Max or Gemma 4 31B?

▼

GPT 5.1 Codex Max has a larger context window: GPT 5.1 Codex Max supports 400K tokens vs Gemma 4 31B at 262K tokens.

Do both GPT 5.1 Codex Max and Gemma 4 31B support vision?

▼

Yes, both GPT 5.1 Codex Max and Gemma 4 31B support vision/image input.

What are the key differences between GPT 5.1 Codex Max and Gemma 4 31B?

▼

Key differences: Gemma 4 31B is significantly cheaper. 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 5.1 Codex Max and Gemma 4 31B for free on idapt.app to see which performs better for your specific needs.

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