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Claude Opus 4.8 vs Gemma 3 27B

At a glance

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

Google's open multimodal model with 128K context and 140+ language support.

65110K ctx$0.10/$0.30 per M#61/92
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
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·Provider·OpenRouter· as of 2026-07-10
Smarter38%
Capability
CapabilityECI38%89.2
Reasoning & Knowledge
Graduate Science86%91.0%Factual Recall39.5%
Math
Math Problems—Competition Math399%98.3%Research Math47.2%
Coding
Real-World Coding88.6%Code Editing—
Agentic
Novel Reasoning72.1%
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Cheaper99%
Capability
CapabilityECI64.6
Reasoning & Knowledge
Graduate Science48.9%Factual Recall—
Math
Math Problems74.0%Competition Math19.7%Research Math—
Coding
Real-World Coding—Code Editing4.9%
Agentic
Novel Reasoning—
Specs
1M
Context
128K
Max output
May 2026
Released
110K
Context
16K
Max output
Mar 2025
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
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
Live pricing, shown before you run
Input98%$0.10/M tokens
Output99%$0.30/M tokens
Chat with Claude Opus 4.8Go to model
Chat with Gemma 3 27BGo to model
Frequently Asked Questions: Claude Opus 4.8 vs Gemma 3 27B▼

Which is better, Claude Opus 4.8 or Gemma 3 27B?

▼

Based on the Capability Index, Claude Opus 4.8 scores higher (89.2 vs 64.6). 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 Gemma 3 27B?

▼

Gemma 3 27B has a lower blended cost. Claude Opus 4.8: $5.00 input / $25.00 output. Gemma 3 27B: $0.10 input / $0.30 output.

Which has a larger context window, Claude Opus 4.8 or Gemma 3 27B?

▼

Claude Opus 4.8 has a larger context window: Claude Opus 4.8 supports 1M tokens vs Gemma 3 27B at 110K tokens.

Do both Claude Opus 4.8 and Gemma 3 27B support vision?

▼

Yes, both Claude Opus 4.8 and Gemma 3 27B support vision/image input.

What are the key differences between Claude Opus 4.8 and Gemma 3 27B?

▼

Key differences: Claude Opus 4.8 has a notably higher capability index (24.6 point gap); Gemma 3 27B 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 Gemma 3 27B for free on idapt.app to see which performs better for your specific needs.

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