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Anthropic: Claude 3.5 Haiku vs Z.ai: GLM 5.1

Head-to-head API cost, context, and performance comparison. Synced at 2:33:55 PM.

Executive Summary

When evaluating Anthropic: Claude 3.5 Haiku against Z.ai: GLM 5.1, the pricing structure is a key differentiator. Z.ai: GLM 5.1 is approximately 5% more cost-effective per 1 million tokens overall.

However, when looking at raw reasoning capabilities, Anthropic: Claude 3.5 Haiku leads with a statistical ELO score of 1421. For tasks involving complex logic, coding, or instruction-following, developers might prefer Anthropic: Claude 3.5 Haiku, provided their budget allows for the API burn rate.

Raw Technical comparison

Metric
Anthropic: Claude 3.5 Haiku
Z.ai: GLM 5.1
Performance (ELO)
1421
1420
Input Cost / 1M
$0.80
$1.05
Output Cost / 1M
$4.00
$3.50
Context Window
200,000 tokens
202,752 tokens

Verdict

If you are looking for pure performance and capability, Anthropic: Claude 3.5 Haiku is statistically superior. However, if API burn rate is the primary concern, Z.ai: GLM 5.1 wins out aggressively in pricing.

People Also Ask

Is Anthropic: Claude 3.5 Haiku cheaper than Z.ai: GLM 5.1?

No. Z.ai: GLM 5.1 is the more cost-effective model, operating at a lower price point per 1 million tokens.

Which model has the larger context window?

The Z.ai: GLM 5.1 model has the advantage in memory, offering a massive 202,752 token limit for document ingestion.

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