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Claude Opus 4.8 vs GPT 4.1 Mini

At a glance
AnthropicClaude Opus 4.8

Anthropic's most capable Opus yet, built for long-horizon autonomous agents and frontier coding.

891M ctx$5.00/$25.00 per M#4/92
OpenAIGPT 4.1 Mini

Mid-sized model competitive with GPT-4o at lower latency and cost.

691.0M ctx$0.40/$1.60 per M#58/92
AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
AnthropicClaude Opus 4.8
Reasoning
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·Provider·OpenRouter· as of 2026-07-10
Smarter
Capability
CapabilityECI89.2
Reasoning & Knowledge
Graduate Science91.0%Factual Recall39.5%
Math
Math Problems—Competition Math98.3%Research Math47.2%
Coding
Real-World Coding88.6%Code Editing—
Agentic
Novel Reasoning72.1%
OpenAIGPT 4.1 Mini
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Cheaper
Capability
CapabilityECI68.9
Reasoning & Knowledge
Graduate Science65.8%Factual Recall—
Math
Math Problems87.3%Competition Math44.7%Research Math4.5%
Coding
Real-World Coding—Code Editing32.4%
Agentic
Novel Reasoning—
Specs
AnthropicClaude Opus 4.8
1M
Context
128K
Max output
May 2026
Released
OpenAIGPT 4.1 Mini
1.0M
Context
33K
Max output
Apr 2025
Released
Capabilities
AnthropicClaude Opus 4.8
Vision
Audio
Reasoning
OpenAIGPT 4.1 Mini
Vision
Audio
Reasoning
Pricing
AnthropicClaude Opus 4.8
Live pricing, shown before you run
Input$5.00/M tokens
Output$25.00/M tokens
Cache read$0.50/M tokens
Cache write$6.25/M tokens
Web search$0.01/search
OpenAIGPT 4.1 Mini
Live pricing, shown before you run
Input$0.40/M tokens
Output$1.60/M tokens
Cache read$0.10/M tokens
Web search$0.01/search
Chat with Claude Opus 4.8Go to model
Chat with GPT 4.1 MiniGo to model
Frequently Asked Questions: Claude Opus 4.8 vs GPT 4.1 Mini▼

Which is better, Claude Opus 4.8 or GPT 4.1 Mini?

▼

Based on the Capability Index, Claude Opus 4.8 scores higher (89.2 vs 68.9). However, "better" depends on your use case — pricing, speed, context window, and specific capability needs all matter.

Which is cheaper, Claude Opus 4.8 or GPT 4.1 Mini?

▼

GPT 4.1 Mini has a lower blended cost. Claude Opus 4.8: $5.00 input / $25.00 output. GPT 4.1 Mini: $0.40 input / $1.60 output.

Which has a larger context window, Claude Opus 4.8 or GPT 4.1 Mini?

▼

GPT 4.1 Mini has a larger context window: Claude Opus 4.8 supports 1M tokens vs GPT 4.1 Mini at 1M tokens.

Do both Claude Opus 4.8 and GPT 4.1 Mini support vision?

▼

Yes, both Claude Opus 4.8 and GPT 4.1 Mini support vision/image input.

What are the key differences between Claude Opus 4.8 and GPT 4.1 Mini?

▼

Key differences: Claude Opus 4.8 has a notably higher capability index (20.3 point gap); GPT 4.1 Mini is significantly cheaper; only Claude Opus 4.8 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 Claude Opus 4.8 and GPT 4.1 Mini for free on idapt.app to see which performs better for your specific needs.

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