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Llama 3.1 8B vs Claude Haiku 5.5

At a glance

Compact 8B model from Meta's Llama 3.1 series.

50131K ctx$0.05/$0.08 per M#76/92

Anthropic's fast, low-cost Claude Haiku for high-volume work, succeeding Claude Haiku 4.5.

1M ctx$0.10/$0.50 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
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-10-02
Cheaper71%
Capability
CapabilityECI50.3
Reasoning & Knowledge
Graduate Science27.0%
Math
Math Problems22.9%Competition Math1.7%
Reasoning
CodingInsufficient data
AgenticInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Capability
Capability—
Reasoning & Knowledge
Graduate Science—
Math
Math Problems—Competition Math—
Specs
131K
Context
118K
Max output
Jul 2024
Released
1M
Context
128K
Max output
Oct 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input50%$0.05/M tokens
Output84%$0.08/M tokens
Cache read$0.02/M tokens
Live pricing, shown before you run
Input$0.10/M tokens
Output$0.50/M tokens
Cache read60%$0.01/M tokens
Cache write$0.13/M tokens
Web search$0.01/search
Chat with Llama 3.1 8BGo to model
Chat with Claude Haiku 5.5Go to model
Frequently Asked Questions: Llama 3.1 8B vs Claude Haiku 5.5▼

Which is better, Llama 3.1 8B or Claude Haiku 5.5?

▼

Both Llama 3.1 8B and Claude Haiku 5.5 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, Llama 3.1 8B or Claude Haiku 5.5?

▼

Llama 3.1 8B has a lower blended cost. Llama 3.1 8B: $0.05 input / $0.08 output. Claude Haiku 5.5: $0.10 input / $0.50 output.

Which has a larger context window, Llama 3.1 8B or Claude Haiku 5.5?

▼

Claude Haiku 5.5 has a larger context window: Llama 3.1 8B supports 131K tokens vs Claude Haiku 5.5 at 1M tokens.

Do both Llama 3.1 8B and Claude Haiku 5.5 support vision?

▼

Claude Haiku 5.5 supports vision/image input, but Llama 3.1 8B does not.

What are the key differences between Llama 3.1 8B and Claude Haiku 5.5?

▼

Key differences: only Claude Haiku 5.5 supports vision input; only Claude Haiku 5.5 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 Llama 3.1 8B and Claude Haiku 5.5 for free on idapt.app to see which performs better for your specific needs.

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