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Claude Haiku 4.5 vs Gemma 2 27B

At a glance

Fast and efficient with near-frontier intelligence.

75200K ctx$1.00/$5.00 per M#41/92

Second-generation open model from Google DeepMind.

578K ctx$0.65/$0.65 per M#72/92
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
CodingInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Smarter33%
Capability
CapabilityECI33%75.3
Reasoning & Knowledge
Graduate Science66%60.5%
Math
Math Problems212%86.9%Competition Math2480%35.8%Research Math4.1%
Agentic
Terminal Tasks29.8%Novel Reasoning1.3%
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Cheaper68%
Capability
CapabilityECI56.8
Reasoning & Knowledge
Graduate Science36.5%
Math
Math Problems27.9%Competition Math1.4%Research Math—
Agentic
Terminal Tasks—Novel Reasoning—
Specs
200K
Context
64K
Max output
Oct 2025
Released
8K
Context
2K
Max output
Jul 2024
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input$1.00/M tokens
Output$5.00/M tokens
Cache read$0.10/M tokens
Cache write$1.25/M tokens
Web search$0.01/search
Live pricing, shown before you run
Input35%$0.65/M tokens
Output87%$0.65/M tokens
Chat with Claude Haiku 4.5Go to model
Chat with Gemma 2 27BGo to model
Frequently Asked Questions: Claude Haiku 4.5 vs Gemma 2 27B▼

Which is better, Claude Haiku 4.5 or Gemma 2 27B?

▼

Based on the Capability Index, Claude Haiku 4.5 scores higher (75.3 vs 56.8). However, "better" depends on your use case — pricing, speed, context window, and specific capability needs all matter.

Which is cheaper, Claude Haiku 4.5 or Gemma 2 27B?

▼

Gemma 2 27B has a lower blended cost. Claude Haiku 4.5: $1.00 input / $5.00 output. Gemma 2 27B: $0.65 input / $0.65 output.

Which has a larger context window, Claude Haiku 4.5 or Gemma 2 27B?

▼

Claude Haiku 4.5 has a larger context window: Claude Haiku 4.5 supports 200K tokens vs Gemma 2 27B at 8K tokens.

Do both Claude Haiku 4.5 and Gemma 2 27B support vision?

▼

Claude Haiku 4.5 supports vision/image input, but Gemma 2 27B does not.

What are the key differences between Claude Haiku 4.5 and Gemma 2 27B?

▼

Key differences: Claude Haiku 4.5 has a notably higher capability index (18.5 point gap); only Claude Haiku 4.5 supports vision input; only Claude Haiku 4.5 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 Haiku 4.5 and Gemma 2 27B for free on idapt.app to see which performs better for your specific needs.

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